Warning: Unable to use numba in PP-Tracking, please install numba, for example(python3.7): `pip install numba==0.56.4`
Warning: Unable to use numba in PP-Tracking, please install numba, for example(python3.7): `pip install numba==0.56.4`
[05/13 18:53:58] ppdet.utils.checkpoint INFO: Skipping import of the encryption module.
======================= Modified FLAGS detected =======================
FLAGS(name='FLAGS_cupti_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/cuda_cupti/lib', default_value='')
FLAGS(name='FLAGS_nccl_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/nccl/lib', default_value='')
FLAGS(name='FLAGS_cuda_cccl_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/cuda_cccl/include/', default_value='')
FLAGS(name='FLAGS_curand_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/curand/lib', default_value='')
FLAGS(name='FLAGS_cusolver_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/cusolver/lib', default_value='')
FLAGS(name='FLAGS_enable_pir_in_executor', current_value=True, default_value=False)
FLAGS(name='FLAGS_cublas_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/cublas/lib', default_value='')
FLAGS(name='FLAGS_nvidia_package_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia', default_value='')
FLAGS(name='FLAGS_cudnn_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/cudnn/lib', default_value='')
FLAGS(name='FLAGS_cusparse_dir', current_value='/root/miniconda3/envs/paddlex-train/lib/python3.10/site-packages/paddle/../nvidia/cusparse/lib', default_value='')
=======================================================================
loading annotations into memory...
Done (t=0.10s)
creating index...
index created!
[05/13 18:53:58] ppdet.data.source.coco INFO: Load [2119 samples valid, 0 samples invalid] in file /root/work/paddleocr-det/PaddleX/paddlex/dataset/handwriting/annotations/instance_train.json.
W0513 18:53:58.395149 3217825 gpu_resources.cc:116] Please NOTE: device: 0, GPU Compute Capability: 9.0, Driver API Version: 13.0, Runtime API Version: 13.0
use cuda ms_deformable_attn op!
use cuda ms_deformable_attn op!
[05/13 18:53:59] ppdet.utils.checkpoint INFO: The shape paddle.Size([25, 256]) in pretrained weight transformer.denoising_class_embed.weight is unmatched with the shape [6, 256] in model transformer.denoising_class_embed.weight. And the weight transformer.denoising_class_embed.weight will not be loaded
[05/13 18:53:59] ppdet.utils.checkpoint INFO: The shape paddle.Size([25]) in pretrained weight transformer.score_head.bias is unmatched with the shape [6] in model transformer.score_head.bias. And the weight transformer.score_head.bias will not be loaded
[05/13 18:53:59] ppdet.utils.checkpoint INFO: The shape paddle.Size([256, 25]) in pretrained weight transformer.score_head.weight is unmatched with the shape [256, 6] in model transformer.score_head.weight. And the weight transformer.score_head.weight will not be loaded
[05/13 18:53:59] ppdet.utils.checkpoint INFO: Finish loading model weights: /root/work/paddleocr-det/PaddleX/PP-DocLayoutV3_pretrained.pdparams
[05/13 18:54:14] ppdet.engine.callbacks INFO: Epoch: [0] [  0/264] learning_rate: 0.000000 loss_class: 8.429551 loss_bbox: 1.380146 loss_giou: 0.928723 loss_mask: 3.137498 loss_dice: 2.658652 loss_class_aux: 40.985649 loss_bbox_aux: 10.159935 loss_giou_aux: 7.001902 loss_mask_aux: 19.510246 loss_dice_aux: 16.837917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 5.701337 loss: 116.731552 eta: 9 days, 5:31:24 batch_cost: 15.1039 data_cost: 12.3678 ips: 0.5297 images/s, max_mem_reserved: 24834 MB, max_mem_allocated: 20848 MB
[05/13 18:54:22] ppdet.engine.callbacks INFO: Epoch: [0] [ 10/264] learning_rate: 0.000005 loss_class: 10.733068 loss_bbox: 1.013352 loss_giou: 0.690357 loss_mask: 1.735376 loss_dice: 1.384440 loss_class_aux: 50.609346 loss_bbox_aux: 7.690007 loss_giou_aux: 5.568666 loss_mask_aux: 11.791573 loss_dice_aux: 10.042031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.756108 loss: 105.460896 eta: 1 day, 7:13:29 batch_cost: 0.8319 data_cost: 0.0055 ips: 9.6163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28144 MB
[05/13 18:54:29] ppdet.engine.callbacks INFO: Epoch: [0] [ 20/264] learning_rate: 0.000010 loss_class: 11.223745 loss_bbox: 0.825992 loss_giou: 0.655453 loss_mask: 1.611760 loss_dice: 1.361833 loss_class_aux: 50.711308 loss_bbox_aux: 7.400774 loss_giou_aux: 5.689740 loss_mask_aux: 11.294922 loss_dice_aux: 10.294788 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.177350 loss: 103.332394 eta: 20:46:43 batch_cost: 0.6340 data_cost: 0.0026 ips: 12.6188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28144 MB
[05/13 18:54:36] ppdet.engine.callbacks INFO: Epoch: [0] [ 30/264] learning_rate: 0.000015 loss_class: 11.118951 loss_bbox: 0.707764 loss_giou: 0.622431 loss_mask: 1.298271 loss_dice: 1.210919 loss_class_aux: 52.553110 loss_bbox_aux: 6.505660 loss_giou_aux: 5.276490 loss_mask_aux: 10.433381 loss_dice_aux: 9.163777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.143697 loss: 99.067444 eta: 17:04:45 batch_cost: 0.6357 data_cost: 0.0028 ips: 12.5843 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28152 MB
[05/13 18:54:43] ppdet.engine.callbacks INFO: Epoch: [0] [ 40/264] learning_rate: 0.000020 loss_class: 11.348062 loss_bbox: 0.600124 loss_giou: 0.568974 loss_mask: 1.105680 loss_dice: 1.042285 loss_class_aux: 56.137821 loss_bbox_aux: 5.594364 loss_giou_aux: 4.927150 loss_mask_aux: 8.956074 loss_dice_aux: 8.691034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.020042 loss: 102.110989 eta: 15:18:04 batch_cost: 0.6686 data_cost: 0.0019 ips: 11.9646 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28152 MB
[05/13 18:54:49] ppdet.engine.callbacks INFO: Epoch: [0] [ 50/264] learning_rate: 0.000025 loss_class: 10.605446 loss_bbox: 0.446051 loss_giou: 0.614502 loss_mask: 0.747721 loss_dice: 1.207893 loss_class_aux: 50.330727 loss_bbox_aux: 4.518081 loss_giou_aux: 5.369034 loss_mask_aux: 6.482775 loss_dice_aux: 8.941464 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.315462 loss: 94.022545 eta: 14:00:31 batch_cost: 0.5952 data_cost: 0.0018 ips: 13.4405 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28181 MB
[05/13 18:54:55] ppdet.engine.callbacks INFO: Epoch: [0] [ 60/264] learning_rate: 0.000030 loss_class: 11.354862 loss_bbox: 0.487945 loss_giou: 0.486307 loss_mask: 1.101187 loss_dice: 0.994393 loss_class_aux: 57.317600 loss_bbox_aux: 4.960742 loss_giou_aux: 4.362259 loss_mask_aux: 7.386276 loss_dice_aux: 7.364293 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.905166 loss: 99.236675 eta: 13:09:21 batch_cost: 0.6020 data_cost: 0.0017 ips: 13.2888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28181 MB
[05/13 18:55:01] ppdet.engine.callbacks INFO: Epoch: [0] [ 70/264] learning_rate: 0.000035 loss_class: 10.454973 loss_bbox: 0.377652 loss_giou: 0.431982 loss_mask: 0.992322 loss_dice: 0.913896 loss_class_aux: 56.189674 loss_bbox_aux: 3.907090 loss_giou_aux: 3.878208 loss_mask_aux: 7.484864 loss_dice_aux: 6.810425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.818661 loss: 94.277184 eta: 12:28:56 batch_cost: 0.5728 data_cost: 0.0018 ips: 13.9663 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28181 MB
[05/13 18:55:07] ppdet.engine.callbacks INFO: Epoch: [0] [ 80/264] learning_rate: 0.000040 loss_class: 9.343067 loss_bbox: 0.451294 loss_giou: 0.483152 loss_mask: 0.861704 loss_dice: 1.011820 loss_class_aux: 52.372677 loss_bbox_aux: 4.410921 loss_giou_aux: 3.937070 loss_mask_aux: 6.386799 loss_dice_aux: 7.127370 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.754592 loss: 87.410889 eta: 11:57:52 batch_cost: 0.5670 data_cost: 0.0018 ips: 14.1092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28181 MB
[05/13 18:55:13] ppdet.engine.callbacks INFO: Epoch: [0] [ 90/264] learning_rate: 0.000045 loss_class: 8.316632 loss_bbox: 0.415573 loss_giou: 0.490609 loss_mask: 0.917034 loss_dice: 0.978421 loss_class_aux: 49.389427 loss_bbox_aux: 3.410075 loss_giou_aux: 3.556542 loss_mask_aux: 6.354649 loss_dice_aux: 6.824585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.906521 loss: 80.746868 eta: 11:35:00 batch_cost: 0.5816 data_cost: 0.0018 ips: 13.7561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28181 MB
[05/13 18:55:13] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 18:55:13] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 18:55:19] ppdet.engine.callbacks INFO: Epoch: [0] [100/264] learning_rate: 0.000050 loss_class: 7.556813 loss_bbox: 0.439595 loss_giou: 0.511617 loss_mask: 0.905080 loss_dice: 0.992509 loss_class_aux: 43.663317 loss_bbox_aux: 3.440886 loss_giou_aux: 3.837915 loss_mask_aux: 6.416058 loss_dice_aux: 7.142917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 77.571671 eta: 11:14:09 batch_cost: 0.5529 data_cost: 0.0021 ips: 14.4689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28181 MB
[05/13 18:55:25] ppdet.engine.callbacks INFO: Epoch: [0] [110/264] learning_rate: 0.000055 loss_class: 6.464422 loss_bbox: 0.375196 loss_giou: 0.477615 loss_mask: 0.748677 loss_dice: 0.893369 loss_class_aux: 41.191324 loss_bbox_aux: 2.686338 loss_giou_aux: 3.501981 loss_mask_aux: 4.969651 loss_dice_aux: 6.067503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.334726 loss: 71.087021 eta: 10:59:20 batch_cost: 0.5819 data_cost: 0.0018 ips: 13.7483 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:55:32] ppdet.engine.callbacks INFO: Epoch: [0] [120/264] learning_rate: 0.000060 loss_class: 5.566752 loss_bbox: 0.340630 loss_giou: 0.488581 loss_mask: 0.831560 loss_dice: 0.907172 loss_class_aux: 38.622061 loss_bbox_aux: 2.507906 loss_giou_aux: 3.295925 loss_mask_aux: 5.090275 loss_dice_aux: 5.993826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.420771 loss: 65.383389 eta: 10:48:52 batch_cost: 0.6083 data_cost: 0.0022 ips: 13.1524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:55:38] ppdet.engine.callbacks INFO: Epoch: [0] [130/264] learning_rate: 0.000065 loss_class: 5.575192 loss_bbox: 0.313989 loss_giou: 0.423919 loss_mask: 1.009904 loss_dice: 0.881263 loss_class_aux: 40.692652 loss_bbox_aux: 2.130396 loss_giou_aux: 2.594802 loss_mask_aux: 5.440839 loss_dice_aux: 5.057309 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 63.075514 eta: 10:38:18 batch_cost: 0.5832 data_cost: 0.0021 ips: 13.7178 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:55:44] ppdet.engine.callbacks INFO: Epoch: [0] [140/264] learning_rate: 0.000070 loss_class: 5.766219 loss_bbox: 0.321896 loss_giou: 0.390270 loss_mask: 0.909565 loss_dice: 0.753940 loss_class_aux: 40.258841 loss_bbox_aux: 2.338004 loss_giou_aux: 2.586738 loss_mask_aux: 5.137810 loss_dice_aux: 4.747816 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 64.526159 eta: 10:31:26 batch_cost: 0.6188 data_cost: 0.0023 ips: 12.9286 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:55:50] ppdet.engine.callbacks INFO: Epoch: [0] [150/264] learning_rate: 0.000075 loss_class: 4.873194 loss_bbox: 0.278401 loss_giou: 0.393351 loss_mask: 0.796535 loss_dice: 0.733269 loss_class_aux: 34.917797 loss_bbox_aux: 1.815922 loss_giou_aux: 2.483127 loss_mask_aux: 4.368814 loss_dice_aux: 4.571609 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 57.519972 eta: 10:20:35 batch_cost: 0.5348 data_cost: 0.0017 ips: 14.9587 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:55:56] ppdet.engine.callbacks INFO: Epoch: [0] [160/264] learning_rate: 0.000080 loss_class: 4.850564 loss_bbox: 0.320643 loss_giou: 0.390963 loss_mask: 0.969984 loss_dice: 0.855903 loss_class_aux: 34.714163 loss_bbox_aux: 2.121541 loss_giou_aux: 2.605233 loss_mask_aux: 5.498087 loss_dice_aux: 4.873485 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583631 loss: 58.533358 eta: 10:12:08 batch_cost: 0.5543 data_cost: 0.0020 ips: 14.4317 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:02] ppdet.engine.callbacks INFO: Epoch: [0] [170/264] learning_rate: 0.000085 loss_class: 4.891320 loss_bbox: 0.298252 loss_giou: 0.400884 loss_mask: 0.729927 loss_dice: 0.740095 loss_class_aux: 32.751285 loss_bbox_aux: 1.846342 loss_giou_aux: 2.607187 loss_mask_aux: 4.111087 loss_dice_aux: 4.609427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.537078 loss: 53.525774 eta: 10:08:02 batch_cost: 0.6200 data_cost: 0.0019 ips: 12.9032 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:08] ppdet.engine.callbacks INFO: Epoch: [0] [180/264] learning_rate: 0.000090 loss_class: 4.984880 loss_bbox: 0.287450 loss_giou: 0.370966 loss_mask: 0.777975 loss_dice: 0.765615 loss_class_aux: 32.745796 loss_bbox_aux: 1.921974 loss_giou_aux: 2.434290 loss_mask_aux: 4.675700 loss_dice_aux: 4.655535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546887 loss: 55.508650 eta: 10:02:16 batch_cost: 0.5766 data_cost: 0.0019 ips: 13.8749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:18] ppdet.engine.callbacks INFO: Epoch: [0] [190/264] learning_rate: 0.000095 loss_class: 4.575768 loss_bbox: 0.245092 loss_giou: 0.329872 loss_mask: 0.755972 loss_dice: 0.666381 loss_class_aux: 30.530736 loss_bbox_aux: 1.702323 loss_giou_aux: 2.180437 loss_mask_aux: 4.290164 loss_dice_aux: 4.106101 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 53.254370 eta: 10:13:13 batch_cost: 0.9279 data_cost: 0.0018 ips: 8.6220 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:24] ppdet.engine.callbacks INFO: Epoch: [0] [200/264] learning_rate: 0.000100 loss_class: 4.579309 loss_bbox: 0.251821 loss_giou: 0.360220 loss_mask: 0.581320 loss_dice: 0.709324 loss_class_aux: 29.998770 loss_bbox_aux: 1.752660 loss_giou_aux: 2.458674 loss_mask_aux: 3.907415 loss_dice_aux: 4.353023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.638992 loss: 51.054554 eta: 10:09:43 batch_cost: 0.6217 data_cost: 0.0016 ips: 12.8674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:30] ppdet.engine.callbacks INFO: Epoch: [0] [210/264] learning_rate: 0.000100 loss_class: 4.470351 loss_bbox: 0.292449 loss_giou: 0.330639 loss_mask: 0.757316 loss_dice: 0.721647 loss_class_aux: 30.685246 loss_bbox_aux: 1.828028 loss_giou_aux: 2.132256 loss_mask_aux: 4.309672 loss_dice_aux: 4.360437 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.519286 loss: 50.841476 eta: 10:04:46 batch_cost: 0.5792 data_cost: 0.0022 ips: 13.8121 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:36] ppdet.engine.callbacks INFO: Epoch: [0] [220/264] learning_rate: 0.000100 loss_class: 4.236021 loss_bbox: 0.266143 loss_giou: 0.323595 loss_mask: 0.689797 loss_dice: 0.634649 loss_class_aux: 28.667231 loss_bbox_aux: 1.893151 loss_giou_aux: 2.096599 loss_mask_aux: 4.376002 loss_dice_aux: 4.081844 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 48.548983 eta: 9:59:08 batch_cost: 0.5507 data_cost: 0.0018 ips: 14.5274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:42] ppdet.engine.callbacks INFO: Epoch: [0] [230/264] learning_rate: 0.000100 loss_class: 4.364172 loss_bbox: 0.252795 loss_giou: 0.363404 loss_mask: 0.719671 loss_dice: 0.754361 loss_class_aux: 27.529529 loss_bbox_aux: 1.663259 loss_giou_aux: 2.353126 loss_mask_aux: 4.167827 loss_dice_aux: 4.414397 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 50.490591 eta: 9:55:05 batch_cost: 0.5802 data_cost: 0.0015 ips: 13.7887 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:48] ppdet.engine.callbacks INFO: Epoch: [0] [240/264] learning_rate: 0.000100 loss_class: 4.474840 loss_bbox: 0.275852 loss_giou: 0.351814 loss_mask: 0.819612 loss_dice: 0.845420 loss_class_aux: 27.744733 loss_bbox_aux: 2.082088 loss_giou_aux: 2.385996 loss_mask_aux: 4.981344 loss_dice_aux: 4.900225 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.556743 loss: 51.689678 eta: 9:51:42 batch_cost: 0.5892 data_cost: 0.0014 ips: 13.5781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:56:54] ppdet.engine.callbacks INFO: Epoch: [0] [250/264] learning_rate: 0.000100 loss_class: 3.953605 loss_bbox: 0.239143 loss_giou: 0.310624 loss_mask: 0.723702 loss_dice: 0.646325 loss_class_aux: 26.923442 loss_bbox_aux: 1.609109 loss_giou_aux: 2.121647 loss_mask_aux: 4.377548 loss_dice_aux: 3.962917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 48.457211 eta: 9:47:04 batch_cost: 0.5458 data_cost: 0.0013 ips: 14.6561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:00] ppdet.engine.callbacks INFO: Epoch: [0] [260/264] learning_rate: 0.000100 loss_class: 4.063065 loss_bbox: 0.310734 loss_giou: 0.365728 loss_mask: 0.795553 loss_dice: 0.747194 loss_class_aux: 27.735980 loss_bbox_aux: 1.952814 loss_giou_aux: 2.306500 loss_mask_aux: 4.473564 loss_dice_aux: 4.492928 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494282 loss: 48.075546 eta: 9:42:54 batch_cost: 0.5493 data_cost: 0.0013 ips: 14.5628 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:15] ppdet.engine.callbacks INFO: Epoch: [1] [  0/264] learning_rate: 0.000100 loss_class: 3.858057 loss_bbox: 0.291929 loss_giou: 0.343344 loss_mask: 0.762171 loss_dice: 0.718597 loss_class_aux: 25.076414 loss_bbox_aux: 1.870517 loss_giou_aux: 2.237702 loss_mask_aux: 4.296582 loss_dice_aux: 4.335687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 45.477219 eta: 10:25:37 batch_cost: 1.8997 data_cost: 1.2732 ips: 4.2112 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:25] ppdet.engine.callbacks INFO: Epoch: [1] [ 10/264] learning_rate: 0.000100 loss_class: 4.123218 loss_bbox: 0.245871 loss_giou: 0.339249 loss_mask: 0.759463 loss_dice: 0.669400 loss_class_aux: 28.358291 loss_bbox_aux: 1.699907 loss_giou_aux: 2.209742 loss_mask_aux: 4.747847 loss_dice_aux: 4.126331 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.635897 loss: 48.936731 eta: 10:30:30 batch_cost: 0.8717 data_cost: 0.0054 ips: 9.1774 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:31] ppdet.engine.callbacks INFO: Epoch: [1] [ 20/264] learning_rate: 0.000100 loss_class: 3.657302 loss_bbox: 0.289823 loss_giou: 0.332942 loss_mask: 0.783677 loss_dice: 0.680553 loss_class_aux: 25.367956 loss_bbox_aux: 1.763297 loss_giou_aux: 2.147049 loss_mask_aux: 4.869208 loss_dice_aux: 4.088075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.750868 loss: 46.537561 eta: 10:27:07 batch_cost: 0.6137 data_cost: 0.0027 ips: 13.0363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:38] ppdet.engine.callbacks INFO: Epoch: [1] [ 30/264] learning_rate: 0.000100 loss_class: 4.052320 loss_bbox: 0.226809 loss_giou: 0.309405 loss_mask: 0.641093 loss_dice: 0.606177 loss_class_aux: 26.346918 loss_bbox_aux: 1.624581 loss_giou_aux: 1.931825 loss_mask_aux: 4.142488 loss_dice_aux: 3.824280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.514087 loss: 44.342113 eta: 10:24:47 batch_cost: 0.6420 data_cost: 0.0030 ips: 12.4606 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:44] ppdet.engine.callbacks INFO: Epoch: [1] [ 40/264] learning_rate: 0.000100 loss_class: 4.297053 loss_bbox: 0.272281 loss_giou: 0.374228 loss_mask: 0.727640 loss_dice: 0.751616 loss_class_aux: 27.847482 loss_bbox_aux: 1.810805 loss_giou_aux: 2.400878 loss_mask_aux: 4.427960 loss_dice_aux: 4.672848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.804653 loss: 49.101265 eta: 10:20:43 batch_cost: 0.5765 data_cost: 0.0017 ips: 13.8768 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:50] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 18:57:50] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 18:57:50] ppdet.engine.callbacks INFO: Epoch: [1] [ 50/264] learning_rate: 0.000100 loss_class: 4.015235 loss_bbox: 0.276115 loss_giou: 0.314862 loss_mask: 0.779681 loss_dice: 0.670531 loss_class_aux: 25.445925 loss_bbox_aux: 1.790143 loss_giou_aux: 2.117532 loss_mask_aux: 4.699981 loss_dice_aux: 4.064100 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 45.019142 eta: 10:18:09 batch_cost: 0.6210 data_cost: 0.0018 ips: 12.8830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:57:56] ppdet.engine.callbacks INFO: Epoch: [1] [ 60/264] learning_rate: 0.000100 loss_class: 3.861401 loss_bbox: 0.306225 loss_giou: 0.388603 loss_mask: 0.759289 loss_dice: 0.729486 loss_class_aux: 25.955297 loss_bbox_aux: 1.969298 loss_giou_aux: 2.301343 loss_mask_aux: 4.622850 loss_dice_aux: 4.212626 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.799161 loss: 47.894636 eta: 10:14:00 batch_cost: 0.5568 data_cost: 0.0024 ips: 14.3691 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:58:02] ppdet.engine.callbacks INFO: Epoch: [1] [ 70/264] learning_rate: 0.000100 loss_class: 3.989429 loss_bbox: 0.226239 loss_giou: 0.314615 loss_mask: 0.650228 loss_dice: 0.680696 loss_class_aux: 25.686467 loss_bbox_aux: 1.496627 loss_giou_aux: 2.054633 loss_mask_aux: 3.948543 loss_dice_aux: 4.152042 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.627230 loss: 45.375826 eta: 10:10:55 batch_cost: 0.5889 data_cost: 0.0030 ips: 13.5850 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:58:08] ppdet.engine.callbacks INFO: Epoch: [1] [ 80/264] learning_rate: 0.000100 loss_class: 4.272045 loss_bbox: 0.244976 loss_giou: 0.371484 loss_mask: 0.661928 loss_dice: 0.717773 loss_class_aux: 27.688101 loss_bbox_aux: 1.651310 loss_giou_aux: 2.412772 loss_mask_aux: 3.994532 loss_dice_aux: 4.551931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.321584 loss: 47.953419 eta: 10:07:18 batch_cost: 0.5605 data_cost: 0.0022 ips: 14.2739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:58:14] ppdet.engine.callbacks INFO: Epoch: [1] [ 90/264] learning_rate: 0.000100 loss_class: 4.097455 loss_bbox: 0.296252 loss_giou: 0.318420 loss_mask: 0.880924 loss_dice: 0.657330 loss_class_aux: 27.143058 loss_bbox_aux: 1.845713 loss_giou_aux: 2.108088 loss_mask_aux: 5.152975 loss_dice_aux: 4.244442 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 48.159243 eta: 10:03:24 batch_cost: 0.5409 data_cost: 0.0023 ips: 14.7912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:58:20] ppdet.engine.callbacks INFO: Epoch: [1] [100/264] learning_rate: 0.000100 loss_class: 4.154181 loss_bbox: 0.274950 loss_giou: 0.310855 loss_mask: 0.826330 loss_dice: 0.626333 loss_class_aux: 27.664601 loss_bbox_aux: 1.819108 loss_giou_aux: 2.031032 loss_mask_aux: 4.610969 loss_dice_aux: 4.091960 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.527581 loss: 47.256792 eta: 10:01:32 batch_cost: 0.6169 data_cost: 0.0026 ips: 12.9671 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28210 MB
[05/13 18:58:27] ppdet.engine.callbacks INFO: Epoch: [1] [110/264] learning_rate: 0.000100 loss_class: 4.183928 loss_bbox: 0.238983 loss_giou: 0.337821 loss_mask: 0.640191 loss_dice: 0.603868 loss_class_aux: 26.118051 loss_bbox_aux: 1.534594 loss_giou_aux: 2.170328 loss_mask_aux: 3.804847 loss_dice_aux: 3.863522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.544047 loss: 42.125486 eta: 9:59:26 batch_cost: 0.6036 data_cost: 0.0027 ips: 13.2544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28242 MB
[05/13 18:58:33] ppdet.engine.callbacks INFO: Epoch: [1] [120/264] learning_rate: 0.000100 loss_class: 3.745662 loss_bbox: 0.269996 loss_giou: 0.341577 loss_mask: 0.631553 loss_dice: 0.714893 loss_class_aux: 24.574970 loss_bbox_aux: 1.663520 loss_giou_aux: 2.155770 loss_mask_aux: 4.248493 loss_dice_aux: 4.289449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.420554 loss: 43.709332 eta: 9:56:48 batch_cost: 0.5749 data_cost: 0.0018 ips: 13.9150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:58:38] ppdet.engine.callbacks INFO: Epoch: [1] [130/264] learning_rate: 0.000100 loss_class: 3.604643 loss_bbox: 0.282010 loss_giou: 0.317513 loss_mask: 0.672910 loss_dice: 0.674357 loss_class_aux: 23.859333 loss_bbox_aux: 1.832491 loss_giou_aux: 2.113548 loss_mask_aux: 4.238329 loss_dice_aux: 4.249337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.572632 eta: 9:53:40 batch_cost: 0.5467 data_cost: 0.0018 ips: 14.6328 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:58:45] ppdet.engine.callbacks INFO: Epoch: [1] [140/264] learning_rate: 0.000100 loss_class: 3.791229 loss_bbox: 0.287063 loss_giou: 0.316335 loss_mask: 0.742168 loss_dice: 0.722680 loss_class_aux: 24.737434 loss_bbox_aux: 1.887705 loss_giou_aux: 2.066407 loss_mask_aux: 4.729010 loss_dice_aux: 4.535611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.836805 loss: 46.521889 eta: 9:52:10 batch_cost: 0.6152 data_cost: 0.0024 ips: 13.0041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:58:51] ppdet.engine.callbacks INFO: Epoch: [1] [150/264] learning_rate: 0.000100 loss_class: 3.999325 loss_bbox: 0.206092 loss_giou: 0.342043 loss_mask: 0.616314 loss_dice: 0.707828 loss_class_aux: 25.799403 loss_bbox_aux: 1.438127 loss_giou_aux: 2.252053 loss_mask_aux: 3.767832 loss_dice_aux: 4.387105 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.863480 eta: 9:49:56 batch_cost: 0.5771 data_cost: 0.0018 ips: 13.8636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:58:57] ppdet.engine.callbacks INFO: Epoch: [1] [160/264] learning_rate: 0.000100 loss_class: 4.156126 loss_bbox: 0.228234 loss_giou: 0.353392 loss_mask: 0.619108 loss_dice: 0.642993 loss_class_aux: 27.632214 loss_bbox_aux: 1.580855 loss_giou_aux: 2.206597 loss_mask_aux: 3.882663 loss_dice_aux: 4.188026 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 46.757954 eta: 9:47:44 batch_cost: 0.5741 data_cost: 0.0019 ips: 13.9355 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:03] ppdet.engine.callbacks INFO: Epoch: [1] [170/264] learning_rate: 0.000100 loss_class: 3.827583 loss_bbox: 0.215934 loss_giou: 0.346291 loss_mask: 0.556733 loss_dice: 0.638541 loss_class_aux: 24.837277 loss_bbox_aux: 1.411930 loss_giou_aux: 2.215109 loss_mask_aux: 3.546924 loss_dice_aux: 3.964258 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.534018 loss: 43.126657 eta: 9:46:03 batch_cost: 0.5948 data_cost: 0.0020 ips: 13.4490 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:10] ppdet.engine.callbacks INFO: Epoch: [1] [180/264] learning_rate: 0.000100 loss_class: 3.597260 loss_bbox: 0.219435 loss_giou: 0.312565 loss_mask: 0.636581 loss_dice: 0.620993 loss_class_aux: 24.783828 loss_bbox_aux: 1.465194 loss_giou_aux: 2.001211 loss_mask_aux: 4.006229 loss_dice_aux: 3.740041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.569160 eta: 9:45:00 batch_cost: 0.6242 data_cost: 0.0021 ips: 12.8165 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:16] ppdet.engine.callbacks INFO: Epoch: [1] [190/264] learning_rate: 0.000100 loss_class: 3.762636 loss_bbox: 0.244635 loss_giou: 0.323144 loss_mask: 0.624354 loss_dice: 0.661446 loss_class_aux: 24.717329 loss_bbox_aux: 1.768582 loss_giou_aux: 2.161308 loss_mask_aux: 4.090741 loss_dice_aux: 4.240964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 43.040686 eta: 9:43:13 batch_cost: 0.5831 data_cost: 0.0020 ips: 13.7205 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:22] ppdet.engine.callbacks INFO: Epoch: [1] [200/264] learning_rate: 0.000100 loss_class: 3.826666 loss_bbox: 0.296328 loss_giou: 0.342118 loss_mask: 0.809971 loss_dice: 0.694698 loss_class_aux: 25.185558 loss_bbox_aux: 1.960052 loss_giou_aux: 2.106005 loss_mask_aux: 4.874274 loss_dice_aux: 4.032563 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.473838 loss: 46.057768 eta: 9:41:06 batch_cost: 0.5616 data_cost: 0.0020 ips: 14.2454 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:27] ppdet.engine.callbacks INFO: Epoch: [1] [210/264] learning_rate: 0.000100 loss_class: 3.443554 loss_bbox: 0.230558 loss_giou: 0.315247 loss_mask: 0.731504 loss_dice: 0.621966 loss_class_aux: 22.543831 loss_bbox_aux: 1.617911 loss_giou_aux: 1.974663 loss_mask_aux: 4.378788 loss_dice_aux: 3.941654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.668427 loss: 40.459745 eta: 9:38:45 batch_cost: 0.5446 data_cost: 0.0020 ips: 14.6892 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:34] ppdet.engine.callbacks INFO: Epoch: [1] [220/264] learning_rate: 0.000100 loss_class: 4.015551 loss_bbox: 0.200612 loss_giou: 0.284207 loss_mask: 0.624147 loss_dice: 0.566490 loss_class_aux: 25.557215 loss_bbox_aux: 1.441333 loss_giou_aux: 1.909161 loss_mask_aux: 3.938997 loss_dice_aux: 3.551783 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.393417 loss: 43.511778 eta: 9:37:51 batch_cost: 0.6197 data_cost: 0.0022 ips: 12.9103 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:40] ppdet.engine.callbacks INFO: Epoch: [1] [230/264] learning_rate: 0.000100 loss_class: 4.181035 loss_bbox: 0.248891 loss_giou: 0.293936 loss_mask: 0.806582 loss_dice: 0.699544 loss_class_aux: 26.444786 loss_bbox_aux: 1.807266 loss_giou_aux: 2.056575 loss_mask_aux: 4.906527 loss_dice_aux: 4.333527 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 45.550190 eta: 9:36:39 batch_cost: 0.6007 data_cost: 0.0015 ips: 13.3187 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:46] ppdet.engine.callbacks INFO: Epoch: [1] [240/264] learning_rate: 0.000100 loss_class: 4.175986 loss_bbox: 0.257045 loss_giou: 0.351557 loss_mask: 0.649757 loss_dice: 0.665910 loss_class_aux: 26.115409 loss_bbox_aux: 1.653232 loss_giou_aux: 2.269549 loss_mask_aux: 3.921721 loss_dice_aux: 4.317478 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 43.667862 eta: 9:34:16 batch_cost: 0.5298 data_cost: 0.0014 ips: 15.1008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:52] ppdet.engine.callbacks INFO: Epoch: [1] [250/264] learning_rate: 0.000100 loss_class: 4.023906 loss_bbox: 0.242167 loss_giou: 0.298368 loss_mask: 0.759249 loss_dice: 0.690432 loss_class_aux: 25.305155 loss_bbox_aux: 1.585716 loss_giou_aux: 1.924941 loss_mask_aux: 4.277350 loss_dice_aux: 4.065982 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.476951 loss: 43.683231 eta: 9:32:35 batch_cost: 0.5658 data_cost: 0.0014 ips: 14.1387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 18:59:57] ppdet.engine.callbacks INFO: Epoch: [1] [260/264] learning_rate: 0.000100 loss_class: 3.931881 loss_bbox: 0.247553 loss_giou: 0.301437 loss_mask: 0.824795 loss_dice: 0.651646 loss_class_aux: 25.099723 loss_bbox_aux: 1.619405 loss_giou_aux: 1.927860 loss_mask_aux: 4.978409 loss_dice_aux: 3.904575 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.416625 loss: 44.829805 eta: 9:30:33 batch_cost: 0.5407 data_cost: 0.0014 ips: 14.7944 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:10] ppdet.engine.callbacks INFO: Epoch: [2] [  0/264] learning_rate: 0.000100 loss_class: 4.043270 loss_bbox: 0.240795 loss_giou: 0.315687 loss_mask: 0.801956 loss_dice: 0.630349 loss_class_aux: 25.530978 loss_bbox_aux: 1.595763 loss_giou_aux: 2.044606 loss_mask_aux: 4.924789 loss_dice_aux: 3.943886 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.416625 loss: 44.499271 eta: 9:46:04 batch_cost: 1.5438 data_cost: 0.9372 ips: 5.1820 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:17] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:00:17] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:00:22] ppdet.engine.callbacks INFO: Epoch: [2] [ 10/264] learning_rate: 0.000100 loss_class: 3.806635 loss_bbox: 0.295488 loss_giou: 0.341363 loss_mask: 0.790208 loss_dice: 0.717994 loss_class_aux: 25.590386 loss_bbox_aux: 1.826502 loss_giou_aux: 2.194527 loss_mask_aux: 4.888875 loss_dice_aux: 4.471380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.014812 loss: 45.869255 eta: 9:54:27 batch_cost: 1.1982 data_cost: 0.2469 ips: 6.6764 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:28] ppdet.engine.callbacks INFO: Epoch: [2] [ 20/264] learning_rate: 0.000100 loss_class: 3.923137 loss_bbox: 0.250647 loss_giou: 0.317273 loss_mask: 0.671918 loss_dice: 0.669420 loss_class_aux: 24.985386 loss_bbox_aux: 1.615275 loss_giou_aux: 2.022534 loss_mask_aux: 3.981152 loss_dice_aux: 4.089275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 44.710760 eta: 9:52:52 batch_cost: 0.5903 data_cost: 0.0025 ips: 13.5516 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:35] ppdet.engine.callbacks INFO: Epoch: [2] [ 30/264] learning_rate: 0.000100 loss_class: 4.304463 loss_bbox: 0.281372 loss_giou: 0.313594 loss_mask: 0.698040 loss_dice: 0.673408 loss_class_aux: 27.104609 loss_bbox_aux: 1.828905 loss_giou_aux: 1.993838 loss_mask_aux: 4.295646 loss_dice_aux: 4.266137 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.434020 loss: 47.574184 eta: 9:52:17 batch_cost: 0.6502 data_cost: 0.0024 ips: 12.3046 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:41] ppdet.engine.callbacks INFO: Epoch: [2] [ 40/264] learning_rate: 0.000100 loss_class: 3.975434 loss_bbox: 0.261240 loss_giou: 0.284339 loss_mask: 0.726453 loss_dice: 0.678541 loss_class_aux: 25.749659 loss_bbox_aux: 1.843612 loss_giou_aux: 1.800767 loss_mask_aux: 4.525807 loss_dice_aux: 4.253908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.594150 loss: 45.293465 eta: 9:50:23 batch_cost: 0.5632 data_cost: 0.0020 ips: 14.2048 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:47] ppdet.engine.callbacks INFO: Epoch: [2] [ 50/264] learning_rate: 0.000100 loss_class: 3.574352 loss_bbox: 0.237439 loss_giou: 0.314149 loss_mask: 0.675237 loss_dice: 0.644869 loss_class_aux: 24.489489 loss_bbox_aux: 1.550745 loss_giou_aux: 1.965391 loss_mask_aux: 3.999249 loss_dice_aux: 3.876136 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.478222 eta: 9:48:30 batch_cost: 0.5614 data_cost: 0.0021 ips: 14.2491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:00:54] ppdet.engine.callbacks INFO: Epoch: [2] [ 60/264] learning_rate: 0.000100 loss_class: 3.761651 loss_bbox: 0.232956 loss_giou: 0.289916 loss_mask: 0.615635 loss_dice: 0.622443 loss_class_aux: 24.488546 loss_bbox_aux: 1.529946 loss_giou_aux: 1.832048 loss_mask_aux: 3.752055 loss_dice_aux: 3.806798 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.830297 eta: 9:47:31 batch_cost: 0.6167 data_cost: 0.0020 ips: 12.9730 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:00] ppdet.engine.callbacks INFO: Epoch: [2] [ 70/264] learning_rate: 0.000100 loss_class: 3.658624 loss_bbox: 0.230697 loss_giou: 0.297982 loss_mask: 0.673946 loss_dice: 0.581308 loss_class_aux: 23.569218 loss_bbox_aux: 1.710548 loss_giou_aux: 1.883249 loss_mask_aux: 4.051287 loss_dice_aux: 3.681289 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.648241 eta: 9:46:47 batch_cost: 0.6322 data_cost: 0.0023 ips: 12.6545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:06] ppdet.engine.callbacks INFO: Epoch: [2] [ 80/264] learning_rate: 0.000100 loss_class: 3.314108 loss_bbox: 0.257988 loss_giou: 0.363684 loss_mask: 0.606677 loss_dice: 0.666438 loss_class_aux: 21.770585 loss_bbox_aux: 1.634721 loss_giou_aux: 2.225048 loss_mask_aux: 4.124502 loss_dice_aux: 4.058041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.638665 loss: 43.313681 eta: 9:45:29 batch_cost: 0.5917 data_cost: 0.0020 ips: 13.5206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:13] ppdet.engine.callbacks INFO: Epoch: [2] [ 90/264] learning_rate: 0.000100 loss_class: 3.562954 loss_bbox: 0.217669 loss_giou: 0.323402 loss_mask: 0.533391 loss_dice: 0.618475 loss_class_aux: 23.323761 loss_bbox_aux: 1.379463 loss_giou_aux: 2.062856 loss_mask_aux: 3.112643 loss_dice_aux: 3.738912 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.617074 loss: 40.763777 eta: 9:44:38 batch_cost: 0.6203 data_cost: 0.0020 ips: 12.8976 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:19] ppdet.engine.callbacks INFO: Epoch: [2] [100/264] learning_rate: 0.000100 loss_class: 3.836541 loss_bbox: 0.224198 loss_giou: 0.311223 loss_mask: 0.586760 loss_dice: 0.593141 loss_class_aux: 24.550389 loss_bbox_aux: 1.433410 loss_giou_aux: 1.929006 loss_mask_aux: 3.561928 loss_dice_aux: 3.570429 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.646843 eta: 9:43:13 batch_cost: 0.5787 data_cost: 0.0019 ips: 13.8242 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:25] ppdet.engine.callbacks INFO: Epoch: [2] [110/264] learning_rate: 0.000100 loss_class: 3.594513 loss_bbox: 0.202569 loss_giou: 0.332345 loss_mask: 0.504468 loss_dice: 0.599308 loss_class_aux: 23.247133 loss_bbox_aux: 1.326828 loss_giou_aux: 2.027783 loss_mask_aux: 3.133411 loss_dice_aux: 3.701815 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.706949 loss: 41.090233 eta: 9:41:54 batch_cost: 0.5816 data_cost: 0.0020 ips: 13.7549 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:31] ppdet.engine.callbacks INFO: Epoch: [2] [120/264] learning_rate: 0.000100 loss_class: 3.592082 loss_bbox: 0.220418 loss_giou: 0.295399 loss_mask: 0.639862 loss_dice: 0.579449 loss_class_aux: 23.380692 loss_bbox_aux: 1.525122 loss_giou_aux: 1.920380 loss_mask_aux: 3.796893 loss_dice_aux: 3.517648 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.564339 loss: 40.622606 eta: 9:40:29 batch_cost: 0.5714 data_cost: 0.0021 ips: 14.0016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:37] ppdet.engine.callbacks INFO: Epoch: [2] [130/264] learning_rate: 0.000100 loss_class: 3.745049 loss_bbox: 0.225953 loss_giou: 0.296015 loss_mask: 0.639602 loss_dice: 0.630387 loss_class_aux: 24.511661 loss_bbox_aux: 1.453982 loss_giou_aux: 1.898708 loss_mask_aux: 3.851463 loss_dice_aux: 3.731179 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 43.903589 eta: 9:39:23 batch_cost: 0.5940 data_cost: 0.0018 ips: 13.4687 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:43] ppdet.engine.callbacks INFO: Epoch: [2] [140/264] learning_rate: 0.000100 loss_class: 3.604279 loss_bbox: 0.255872 loss_giou: 0.312133 loss_mask: 0.764772 loss_dice: 0.651695 loss_class_aux: 22.949736 loss_bbox_aux: 1.642950 loss_giou_aux: 1.981063 loss_mask_aux: 4.628203 loss_dice_aux: 3.935434 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.805819 loss: 43.861376 eta: 9:37:35 batch_cost: 0.5361 data_cost: 0.0019 ips: 14.9237 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:53] ppdet.engine.callbacks INFO: Epoch: [2] [150/264] learning_rate: 0.000100 loss_class: 3.414842 loss_bbox: 0.238273 loss_giou: 0.291342 loss_mask: 0.726959 loss_dice: 0.636233 loss_class_aux: 21.812797 loss_bbox_aux: 1.574305 loss_giou_aux: 1.914424 loss_mask_aux: 4.453072 loss_dice_aux: 4.027815 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.872694 eta: 9:41:38 batch_cost: 0.9906 data_cost: 0.0016 ips: 8.0760 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:01:59] ppdet.engine.callbacks INFO: Epoch: [2] [160/264] learning_rate: 0.000100 loss_class: 3.560095 loss_bbox: 0.209569 loss_giou: 0.286593 loss_mask: 0.649811 loss_dice: 0.572620 loss_class_aux: 22.798951 loss_bbox_aux: 1.419602 loss_giou_aux: 1.786559 loss_mask_aux: 3.783293 loss_dice_aux: 3.439526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.624509 loss: 40.287197 eta: 9:40:06 batch_cost: 0.5558 data_cost: 0.0017 ips: 14.3934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:05] ppdet.engine.callbacks INFO: Epoch: [2] [170/264] learning_rate: 0.000100 loss_class: 4.082234 loss_bbox: 0.235456 loss_giou: 0.291654 loss_mask: 0.752020 loss_dice: 0.674964 loss_class_aux: 26.038635 loss_bbox_aux: 1.471563 loss_giou_aux: 1.907548 loss_mask_aux: 4.510167 loss_dice_aux: 3.860278 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 44.537943 eta: 9:39:15 batch_cost: 0.6090 data_cost: 0.0021 ips: 13.1366 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:11] ppdet.engine.callbacks INFO: Epoch: [2] [180/264] learning_rate: 0.000100 loss_class: 3.685505 loss_bbox: 0.229213 loss_giou: 0.293940 loss_mask: 0.578103 loss_dice: 0.632103 loss_class_aux: 23.332895 loss_bbox_aux: 1.452631 loss_giou_aux: 1.874006 loss_mask_aux: 3.647422 loss_dice_aux: 3.905632 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.286537 loss: 41.690414 eta: 9:38:06 batch_cost: 0.5817 data_cost: 0.0024 ips: 13.7528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:17] ppdet.engine.callbacks INFO: Epoch: [2] [190/264] learning_rate: 0.000100 loss_class: 3.638506 loss_bbox: 0.185395 loss_giou: 0.278788 loss_mask: 0.497949 loss_dice: 0.557553 loss_class_aux: 23.716882 loss_bbox_aux: 1.225023 loss_giou_aux: 1.794345 loss_mask_aux: 2.990825 loss_dice_aux: 3.382308 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.132746 eta: 9:36:46 batch_cost: 0.5656 data_cost: 0.0023 ips: 14.1449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:23] ppdet.engine.callbacks INFO: Epoch: [2] [200/264] learning_rate: 0.000100 loss_class: 3.703212 loss_bbox: 0.237524 loss_giou: 0.312534 loss_mask: 0.718886 loss_dice: 0.622254 loss_class_aux: 24.654042 loss_bbox_aux: 1.536113 loss_giou_aux: 1.937966 loss_mask_aux: 4.501277 loss_dice_aux: 3.854755 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.597326 loss: 43.282866 eta: 9:35:12 batch_cost: 0.5422 data_cost: 0.0021 ips: 14.7555 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:29] ppdet.engine.callbacks INFO: Epoch: [2] [210/264] learning_rate: 0.000100 loss_class: 3.532476 loss_bbox: 0.215964 loss_giou: 0.318294 loss_mask: 0.576293 loss_dice: 0.627726 loss_class_aux: 21.894418 loss_bbox_aux: 1.403822 loss_giou_aux: 1.988173 loss_mask_aux: 3.594686 loss_dice_aux: 3.789980 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.430401 eta: 9:33:57 batch_cost: 0.5652 data_cost: 0.0021 ips: 14.1531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:35] ppdet.engine.callbacks INFO: Epoch: [2] [220/264] learning_rate: 0.000100 loss_class: 3.959512 loss_bbox: 0.275841 loss_giou: 0.325567 loss_mask: 0.809119 loss_dice: 0.686526 loss_class_aux: 26.057516 loss_bbox_aux: 1.763653 loss_giou_aux: 2.082935 loss_mask_aux: 4.801194 loss_dice_aux: 4.049262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 47.002129 eta: 9:32:58 batch_cost: 0.5855 data_cost: 0.0021 ips: 13.6627 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:41] ppdet.engine.callbacks INFO: Epoch: [2] [230/264] learning_rate: 0.000100 loss_class: 3.880386 loss_bbox: 0.216193 loss_giou: 0.312689 loss_mask: 0.578132 loss_dice: 0.647919 loss_class_aux: 23.963441 loss_bbox_aux: 1.378895 loss_giou_aux: 2.008952 loss_mask_aux: 3.484211 loss_dice_aux: 3.879492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.596159 loss: 42.757376 eta: 9:31:40 batch_cost: 0.5563 data_cost: 0.0016 ips: 14.3810 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:47] ppdet.engine.callbacks INFO: Epoch: [2] [240/264] learning_rate: 0.000100 loss_class: 3.458569 loss_bbox: 0.231727 loss_giou: 0.298221 loss_mask: 0.588023 loss_dice: 0.582546 loss_class_aux: 21.471321 loss_bbox_aux: 1.500299 loss_giou_aux: 1.917748 loss_mask_aux: 3.560771 loss_dice_aux: 3.541034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.677529 loss: 39.424774 eta: 9:30:26 batch_cost: 0.5599 data_cost: 0.0014 ips: 14.2883 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:52] ppdet.engine.callbacks INFO: Epoch: [2] [250/264] learning_rate: 0.000100 loss_class: 4.012838 loss_bbox: 0.284036 loss_giou: 0.311110 loss_mask: 0.818111 loss_dice: 0.666140 loss_class_aux: 25.815964 loss_bbox_aux: 1.808256 loss_giou_aux: 2.013523 loss_mask_aux: 5.024030 loss_dice_aux: 3.960714 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496384 loss: 45.586824 eta: 9:29:00 batch_cost: 0.5394 data_cost: 0.0015 ips: 14.8312 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:02:58] ppdet.engine.callbacks INFO: Epoch: [2] [260/264] learning_rate: 0.000100 loss_class: 3.673419 loss_bbox: 0.233488 loss_giou: 0.258179 loss_mask: 0.659036 loss_dice: 0.581244 loss_class_aux: 23.612713 loss_bbox_aux: 1.528195 loss_giou_aux: 1.636174 loss_mask_aux: 3.946718 loss_dice_aux: 3.531323 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.112085 eta: 9:28:08 batch_cost: 0.5873 data_cost: 0.0015 ips: 13.6220 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:03:06] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:03:06] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:03:12] ppdet.engine.callbacks INFO: Epoch: [3] [  0/264] learning_rate: 0.000100 loss_class: 3.504710 loss_bbox: 0.235919 loss_giou: 0.258179 loss_mask: 0.620716 loss_dice: 0.555601 loss_class_aux: 22.356737 loss_bbox_aux: 1.555748 loss_giou_aux: 1.675991 loss_mask_aux: 3.764154 loss_dice_aux: 3.304551 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.119539 eta: 9:38:54 batch_cost: 1.5951 data_cost: 0.9727 ips: 5.0154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:03:26] ppdet.engine.callbacks INFO: Epoch: [3] [ 10/264] learning_rate: 0.000100 loss_class: 3.827972 loss_bbox: 0.236678 loss_giou: 0.269019 loss_mask: 0.618268 loss_dice: 0.586683 loss_class_aux: 23.693079 loss_bbox_aux: 1.538323 loss_giou_aux: 1.804028 loss_mask_aux: 3.625003 loss_dice_aux: 3.621956 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.012895 loss: 41.662216 eta: 9:45:59 batch_cost: 1.3336 data_cost: 0.1532 ips: 5.9989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:03:41] ppdet.engine.callbacks INFO: Epoch: [3] [ 20/264] learning_rate: 0.000100 loss_class: 3.704774 loss_bbox: 0.221861 loss_giou: 0.296600 loss_mask: 0.611811 loss_dice: 0.551316 loss_class_aux: 23.206926 loss_bbox_aux: 1.457131 loss_giou_aux: 1.837776 loss_mask_aux: 3.818889 loss_dice_aux: 3.468092 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.732122 eta: 9:54:12 batch_cost: 1.4588 data_cost: 0.0016 ips: 5.4840 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:03:47] ppdet.engine.callbacks INFO: Epoch: [3] [ 30/264] learning_rate: 0.000100 loss_class: 3.889595 loss_bbox: 0.227678 loss_giou: 0.277317 loss_mask: 0.631513 loss_dice: 0.566753 loss_class_aux: 24.650992 loss_bbox_aux: 1.467978 loss_giou_aux: 1.830885 loss_mask_aux: 3.669562 loss_dice_aux: 3.608606 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.024681 eta: 9:53:27 batch_cost: 0.6248 data_cost: 0.0017 ips: 12.8043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:03:57] ppdet.engine.callbacks INFO: Epoch: [3] [ 40/264] learning_rate: 0.000100 loss_class: 3.642280 loss_bbox: 0.218866 loss_giou: 0.302000 loss_mask: 0.621336 loss_dice: 0.585092 loss_class_aux: 24.193237 loss_bbox_aux: 1.520976 loss_giou_aux: 1.996992 loss_mask_aux: 3.673980 loss_dice_aux: 3.589001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.949777 loss: 42.538969 eta: 9:55:55 batch_cost: 0.9331 data_cost: 0.0015 ips: 8.5734 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:03] ppdet.engine.callbacks INFO: Epoch: [3] [ 50/264] learning_rate: 0.000100 loss_class: 3.472246 loss_bbox: 0.196012 loss_giou: 0.276949 loss_mask: 0.649877 loss_dice: 0.558020 loss_class_aux: 22.897887 loss_bbox_aux: 1.334292 loss_giou_aux: 1.778414 loss_mask_aux: 3.618397 loss_dice_aux: 3.360872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.416680 loss: 40.616529 eta: 9:54:48 batch_cost: 0.5907 data_cost: 0.0017 ips: 13.5430 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:09] ppdet.engine.callbacks INFO: Epoch: [3] [ 60/264] learning_rate: 0.000100 loss_class: 3.117929 loss_bbox: 0.201488 loss_giou: 0.281327 loss_mask: 0.513823 loss_dice: 0.616857 loss_class_aux: 20.371901 loss_bbox_aux: 1.309570 loss_giou_aux: 1.824027 loss_mask_aux: 3.053622 loss_dice_aux: 3.579811 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.675247 eta: 9:53:42 batch_cost: 0.5901 data_cost: 0.0020 ips: 13.5571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:15] ppdet.engine.callbacks INFO: Epoch: [3] [ 70/264] learning_rate: 0.000100 loss_class: 3.867821 loss_bbox: 0.213886 loss_giou: 0.304114 loss_mask: 0.651285 loss_dice: 0.621576 loss_class_aux: 24.303316 loss_bbox_aux: 1.410576 loss_giou_aux: 2.031129 loss_mask_aux: 3.902843 loss_dice_aux: 3.813494 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.781967 loss: 43.155661 eta: 9:52:50 batch_cost: 0.6099 data_cost: 0.0021 ips: 13.1170 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:21] ppdet.engine.callbacks INFO: Epoch: [3] [ 80/264] learning_rate: 0.000100 loss_class: 3.554103 loss_bbox: 0.231735 loss_giou: 0.295281 loss_mask: 0.671538 loss_dice: 0.581303 loss_class_aux: 22.507842 loss_bbox_aux: 1.481476 loss_giou_aux: 1.899535 loss_mask_aux: 4.040331 loss_dice_aux: 3.509235 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.548302 loss: 38.689676 eta: 9:51:35 batch_cost: 0.5703 data_cost: 0.0018 ips: 14.0278 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:27] ppdet.engine.callbacks INFO: Epoch: [3] [ 90/264] learning_rate: 0.000100 loss_class: 3.753372 loss_bbox: 0.231699 loss_giou: 0.269001 loss_mask: 0.649233 loss_dice: 0.563843 loss_class_aux: 24.276889 loss_bbox_aux: 1.482316 loss_giou_aux: 1.762922 loss_mask_aux: 3.830888 loss_dice_aux: 3.357428 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.573107 loss: 41.422386 eta: 9:50:24 batch_cost: 0.5746 data_cost: 0.0020 ips: 13.9219 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:34] ppdet.engine.callbacks INFO: Epoch: [3] [100/264] learning_rate: 0.000100 loss_class: 3.514374 loss_bbox: 0.239596 loss_giou: 0.308223 loss_mask: 0.577435 loss_dice: 0.576795 loss_class_aux: 21.331110 loss_bbox_aux: 1.449716 loss_giou_aux: 1.968936 loss_mask_aux: 3.501939 loss_dice_aux: 3.529191 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.856043 eta: 9:49:23 batch_cost: 0.5884 data_cost: 0.0023 ips: 13.5957 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:40] ppdet.engine.callbacks INFO: Epoch: [3] [110/264] learning_rate: 0.000100 loss_class: 3.656299 loss_bbox: 0.220317 loss_giou: 0.287166 loss_mask: 0.671666 loss_dice: 0.582686 loss_class_aux: 24.001573 loss_bbox_aux: 1.485488 loss_giou_aux: 1.868166 loss_mask_aux: 4.175034 loss_dice_aux: 3.675954 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.138476 loss: 42.488621 eta: 9:48:30 batch_cost: 0.6017 data_cost: 0.0018 ips: 13.2952 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:45] ppdet.engine.callbacks INFO: Epoch: [3] [120/264] learning_rate: 0.000100 loss_class: 3.505147 loss_bbox: 0.257574 loss_giou: 0.299946 loss_mask: 0.758177 loss_dice: 0.644017 loss_class_aux: 22.530162 loss_bbox_aux: 1.736312 loss_giou_aux: 1.934340 loss_mask_aux: 4.721300 loss_dice_aux: 3.855287 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.579750 loss: 41.142063 eta: 9:47:06 batch_cost: 0.5440 data_cost: 0.0018 ips: 14.7049 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:52] ppdet.engine.callbacks INFO: Epoch: [3] [130/264] learning_rate: 0.000100 loss_class: 3.695840 loss_bbox: 0.238848 loss_giou: 0.292970 loss_mask: 0.686742 loss_dice: 0.585979 loss_class_aux: 23.219014 loss_bbox_aux: 1.496657 loss_giou_aux: 1.887371 loss_mask_aux: 4.079430 loss_dice_aux: 3.673368 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.540677 loss: 41.281860 eta: 9:46:16 batch_cost: 0.6017 data_cost: 0.0019 ips: 13.2951 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:04:59] ppdet.engine.callbacks INFO: Epoch: [3] [140/264] learning_rate: 0.000100 loss_class: 3.511064 loss_bbox: 0.279002 loss_giou: 0.317567 loss_mask: 0.645034 loss_dice: 0.618588 loss_class_aux: 21.991633 loss_bbox_aux: 1.795607 loss_giou_aux: 2.007757 loss_mask_aux: 4.089187 loss_dice_aux: 3.907449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.534727 loss: 40.422518 eta: 9:45:49 batch_cost: 0.6430 data_cost: 0.0022 ips: 12.4422 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:04] ppdet.engine.callbacks INFO: Epoch: [3] [150/264] learning_rate: 0.000100 loss_class: 3.534225 loss_bbox: 0.236947 loss_giou: 0.304454 loss_mask: 0.648138 loss_dice: 0.597956 loss_class_aux: 22.462606 loss_bbox_aux: 1.546188 loss_giou_aux: 2.006624 loss_mask_aux: 4.037819 loss_dice_aux: 3.818046 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.440859 eta: 9:44:32 batch_cost: 0.5503 data_cost: 0.0018 ips: 14.5371 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:11] ppdet.engine.callbacks INFO: Epoch: [3] [160/264] learning_rate: 0.000100 loss_class: 3.289488 loss_bbox: 0.220541 loss_giou: 0.302387 loss_mask: 0.571642 loss_dice: 0.601758 loss_class_aux: 21.365140 loss_bbox_aux: 1.395975 loss_giou_aux: 1.875182 loss_mask_aux: 3.351212 loss_dice_aux: 3.573789 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.075750 eta: 9:43:55 batch_cost: 0.6198 data_cost: 0.0025 ips: 12.9078 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:17] ppdet.engine.callbacks INFO: Epoch: [3] [170/264] learning_rate: 0.000100 loss_class: 3.429814 loss_bbox: 0.223776 loss_giou: 0.319965 loss_mask: 0.599757 loss_dice: 0.653834 loss_class_aux: 22.055847 loss_bbox_aux: 1.408549 loss_giou_aux: 1.961216 loss_mask_aux: 3.683596 loss_dice_aux: 3.996849 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.824218 loss: 40.251266 eta: 9:43:08 batch_cost: 0.6006 data_cost: 0.0019 ips: 13.3209 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:23] ppdet.engine.callbacks INFO: Epoch: [3] [180/264] learning_rate: 0.000100 loss_class: 3.565885 loss_bbox: 0.234323 loss_giou: 0.306906 loss_mask: 0.590116 loss_dice: 0.643529 loss_class_aux: 23.109363 loss_bbox_aux: 1.486473 loss_giou_aux: 1.990545 loss_mask_aux: 3.709897 loss_dice_aux: 3.966833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.623454 loss: 41.546602 eta: 9:41:56 batch_cost: 0.5521 data_cost: 0.0019 ips: 14.4912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:29] ppdet.engine.callbacks INFO: Epoch: [3] [190/264] learning_rate: 0.000100 loss_class: 3.502662 loss_bbox: 0.217246 loss_giou: 0.279906 loss_mask: 0.612179 loss_dice: 0.626016 loss_class_aux: 22.595863 loss_bbox_aux: 1.463344 loss_giou_aux: 1.877658 loss_mask_aux: 3.813855 loss_dice_aux: 3.766015 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.578063 loss: 39.506510 eta: 9:40:42 batch_cost: 0.5473 data_cost: 0.0020 ips: 14.6179 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:39] ppdet.engine.callbacks INFO: Epoch: [3] [200/264] learning_rate: 0.000100 loss_class: 3.306889 loss_bbox: 0.186756 loss_giou: 0.266772 loss_mask: 0.522560 loss_dice: 0.525595 loss_class_aux: 20.398072 loss_bbox_aux: 1.238741 loss_giou_aux: 1.738387 loss_mask_aux: 3.056114 loss_dice_aux: 3.310524 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.034840 eta: 9:43:05 batch_cost: 0.9600 data_cost: 0.0017 ips: 8.3338 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:05:52] ppdet.engine.callbacks INFO: Epoch: [3] [210/264] learning_rate: 0.000100 loss_class: 3.750194 loss_bbox: 0.204457 loss_giou: 0.311068 loss_mask: 0.600698 loss_dice: 0.570376 loss_class_aux: 24.023736 loss_bbox_aux: 1.394824 loss_giou_aux: 1.976085 loss_mask_aux: 3.489214 loss_dice_aux: 3.388413 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.759487 eta: 9:48:45 batch_cost: 1.3457 data_cost: 0.0014 ips: 5.9447 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:02] ppdet.engine.callbacks INFO: Epoch: [3] [220/264] learning_rate: 0.000100 loss_class: 3.553121 loss_bbox: 0.214188 loss_giou: 0.259790 loss_mask: 0.599222 loss_dice: 0.587656 loss_class_aux: 22.467103 loss_bbox_aux: 1.359740 loss_giou_aux: 1.655478 loss_mask_aux: 3.625546 loss_dice_aux: 3.575642 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.290258 eta: 9:50:28 batch_cost: 0.8978 data_cost: 0.0014 ips: 8.9106 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:08] ppdet.engine.callbacks INFO: Epoch: [3] [230/264] learning_rate: 0.000100 loss_class: 3.913028 loss_bbox: 0.240453 loss_giou: 0.291804 loss_mask: 0.735913 loss_dice: 0.566647 loss_class_aux: 24.183105 loss_bbox_aux: 1.555180 loss_giou_aux: 1.924995 loss_mask_aux: 4.230255 loss_dice_aux: 3.658120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.667877 eta: 9:49:43 batch_cost: 0.6074 data_cost: 0.0015 ips: 13.1704 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:14] ppdet.engine.callbacks INFO: Epoch: [3] [240/264] learning_rate: 0.000100 loss_class: 3.733210 loss_bbox: 0.241861 loss_giou: 0.296398 loss_mask: 0.624685 loss_dice: 0.665229 loss_class_aux: 24.314481 loss_bbox_aux: 1.601554 loss_giou_aux: 1.892304 loss_mask_aux: 3.848783 loss_dice_aux: 4.038045 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.790487 eta: 9:48:50 batch_cost: 0.5919 data_cost: 0.0014 ips: 13.5159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:20] ppdet.engine.callbacks INFO: Epoch: [3] [250/264] learning_rate: 0.000100 loss_class: 3.712702 loss_bbox: 0.216568 loss_giou: 0.281682 loss_mask: 0.679170 loss_dice: 0.586073 loss_class_aux: 22.648426 loss_bbox_aux: 1.496344 loss_giou_aux: 1.832874 loss_mask_aux: 3.925428 loss_dice_aux: 3.510455 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.570314 eta: 9:47:52 batch_cost: 0.5784 data_cost: 0.0014 ips: 13.8320 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:25] ppdet.engine.callbacks INFO: Epoch: [3] [260/264] learning_rate: 0.000100 loss_class: 3.477019 loss_bbox: 0.246555 loss_giou: 0.307073 loss_mask: 0.651784 loss_dice: 0.635296 loss_class_aux: 22.334291 loss_bbox_aux: 1.567953 loss_giou_aux: 1.938778 loss_mask_aux: 3.982128 loss_dice_aux: 3.911013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.912773 loss: 41.168585 eta: 9:46:23 batch_cost: 0.5158 data_cost: 0.0014 ips: 15.5088 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:42] ppdet.engine.callbacks INFO: Epoch: [4] [  0/264] learning_rate: 0.000100 loss_class: 3.416622 loss_bbox: 0.243845 loss_giou: 0.314646 loss_mask: 0.646147 loss_dice: 0.610264 loss_class_aux: 22.155622 loss_bbox_aux: 1.520433 loss_giou_aux: 2.007539 loss_mask_aux: 3.823983 loss_dice_aux: 3.808026 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.107286 eta: 9:56:47 batch_cost: 1.8533 data_cost: 1.2900 ips: 4.3166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:48] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:06:48] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:06:52] ppdet.engine.callbacks INFO: Epoch: [4] [ 10/264] learning_rate: 0.000100 loss_class: 3.095454 loss_bbox: 0.213428 loss_giou: 0.274870 loss_mask: 0.615851 loss_dice: 0.557666 loss_class_aux: 19.339419 loss_bbox_aux: 1.395867 loss_giou_aux: 1.789426 loss_mask_aux: 3.570649 loss_dice_aux: 3.475825 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.977180 eta: 9:58:38 batch_cost: 0.9347 data_cost: 0.1011 ips: 8.5588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:06:59] ppdet.engine.callbacks INFO: Epoch: [4] [ 20/264] learning_rate: 0.000100 loss_class: 3.752836 loss_bbox: 0.230635 loss_giou: 0.321183 loss_mask: 0.608687 loss_dice: 0.587920 loss_class_aux: 23.653019 loss_bbox_aux: 1.518512 loss_giou_aux: 2.020500 loss_mask_aux: 3.761284 loss_dice_aux: 3.682708 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.719274 loss: 39.557415 eta: 9:58:23 batch_cost: 0.6775 data_cost: 0.0024 ips: 11.8074 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:05] ppdet.engine.callbacks INFO: Epoch: [4] [ 30/264] learning_rate: 0.000100 loss_class: 3.715104 loss_bbox: 0.200456 loss_giou: 0.301560 loss_mask: 0.544711 loss_dice: 0.609951 loss_class_aux: 23.029133 loss_bbox_aux: 1.313862 loss_giou_aux: 1.952106 loss_mask_aux: 3.224414 loss_dice_aux: 3.728972 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.193827 eta: 9:57:34 batch_cost: 0.6055 data_cost: 0.0019 ips: 13.2116 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:11] ppdet.engine.callbacks INFO: Epoch: [4] [ 40/264] learning_rate: 0.000100 loss_class: 3.295269 loss_bbox: 0.192512 loss_giou: 0.281107 loss_mask: 0.542216 loss_dice: 0.542850 loss_class_aux: 21.127193 loss_bbox_aux: 1.386854 loss_giou_aux: 1.845774 loss_mask_aux: 3.351893 loss_dice_aux: 3.360631 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.704348 loss: 36.801125 eta: 9:56:26 batch_cost: 0.5657 data_cost: 0.0020 ips: 14.1416 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:18] ppdet.engine.callbacks INFO: Epoch: [4] [ 50/264] learning_rate: 0.000100 loss_class: 3.675220 loss_bbox: 0.223719 loss_giou: 0.291628 loss_mask: 0.594115 loss_dice: 0.562260 loss_class_aux: 23.233812 loss_bbox_aux: 1.493042 loss_giou_aux: 1.935449 loss_mask_aux: 3.647965 loss_dice_aux: 3.539808 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 42.329475 eta: 9:55:35 batch_cost: 0.5970 data_cost: 0.0020 ips: 13.4008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:24] ppdet.engine.callbacks INFO: Epoch: [4] [ 60/264] learning_rate: 0.000100 loss_class: 3.583324 loss_bbox: 0.225692 loss_giou: 0.292092 loss_mask: 0.595432 loss_dice: 0.599876 loss_class_aux: 22.900473 loss_bbox_aux: 1.497828 loss_giou_aux: 1.899190 loss_mask_aux: 3.637343 loss_dice_aux: 3.656500 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.570560 loss: 41.353460 eta: 9:54:55 batch_cost: 0.6191 data_cost: 0.0025 ips: 12.9213 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:30] ppdet.engine.callbacks INFO: Epoch: [4] [ 70/264] learning_rate: 0.000100 loss_class: 3.725150 loss_bbox: 0.214227 loss_giou: 0.295765 loss_mask: 0.726963 loss_dice: 0.602846 loss_class_aux: 23.267118 loss_bbox_aux: 1.488208 loss_giou_aux: 1.901770 loss_mask_aux: 4.617230 loss_dice_aux: 3.676802 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.562122 loss: 41.792862 eta: 9:53:59 batch_cost: 0.5845 data_cost: 0.0018 ips: 13.6865 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:36] ppdet.engine.callbacks INFO: Epoch: [4] [ 80/264] learning_rate: 0.000100 loss_class: 3.512548 loss_bbox: 0.195080 loss_giou: 0.292459 loss_mask: 0.605937 loss_dice: 0.625987 loss_class_aux: 22.373058 loss_bbox_aux: 1.331312 loss_giou_aux: 1.838714 loss_mask_aux: 3.368222 loss_dice_aux: 3.842921 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.818506 eta: 9:52:45 batch_cost: 0.5405 data_cost: 0.0019 ips: 14.7999 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:46] ppdet.engine.callbacks INFO: Epoch: [4] [ 90/264] learning_rate: 0.000100 loss_class: 3.660059 loss_bbox: 0.238854 loss_giou: 0.312191 loss_mask: 0.665509 loss_dice: 0.604233 loss_class_aux: 22.957797 loss_bbox_aux: 1.515512 loss_giou_aux: 1.963839 loss_mask_aux: 4.388411 loss_dice_aux: 3.689970 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.360459 loss: 40.622133 eta: 9:54:35 batch_cost: 0.9492 data_cost: 0.0018 ips: 8.4279 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:07:59] ppdet.engine.callbacks INFO: Epoch: [4] [100/264] learning_rate: 0.000100 loss_class: 3.679372 loss_bbox: 0.205432 loss_giou: 0.250087 loss_mask: 0.588065 loss_dice: 0.563035 loss_class_aux: 22.614918 loss_bbox_aux: 1.435374 loss_giou_aux: 1.568655 loss_mask_aux: 3.440698 loss_dice_aux: 3.382831 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.469895 loss: 38.565426 eta: 9:58:55 batch_cost: 1.2884 data_cost: 0.0014 ips: 6.2092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:13] ppdet.engine.callbacks INFO: Epoch: [4] [110/264] learning_rate: 0.000100 loss_class: 3.350644 loss_bbox: 0.203114 loss_giou: 0.263243 loss_mask: 0.547075 loss_dice: 0.559262 loss_class_aux: 21.209795 loss_bbox_aux: 1.386866 loss_giou_aux: 1.695789 loss_mask_aux: 3.410646 loss_dice_aux: 3.460774 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.151850 eta: 10:03:41 batch_cost: 1.3571 data_cost: 0.0013 ips: 5.8950 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:20] ppdet.engine.callbacks INFO: Epoch: [4] [120/264] learning_rate: 0.000100 loss_class: 3.525265 loss_bbox: 0.202091 loss_giou: 0.289028 loss_mask: 0.603219 loss_dice: 0.535577 loss_class_aux: 22.993870 loss_bbox_aux: 1.367079 loss_giou_aux: 1.826609 loss_mask_aux: 3.677770 loss_dice_aux: 3.267709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.996010 eta: 10:03:21 batch_cost: 0.6725 data_cost: 0.0017 ips: 11.8956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:26] ppdet.engine.callbacks INFO: Epoch: [4] [130/264] learning_rate: 0.000100 loss_class: 3.539765 loss_bbox: 0.219778 loss_giou: 0.301628 loss_mask: 0.525521 loss_dice: 0.603121 loss_class_aux: 22.398677 loss_bbox_aux: 1.396797 loss_giou_aux: 1.922776 loss_mask_aux: 3.351734 loss_dice_aux: 3.795511 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.456629 eta: 10:02:20 batch_cost: 0.5765 data_cost: 0.0019 ips: 13.8771 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:32] ppdet.engine.callbacks INFO: Epoch: [4] [140/264] learning_rate: 0.000100 loss_class: 3.352738 loss_bbox: 0.234408 loss_giou: 0.284052 loss_mask: 0.583019 loss_dice: 0.556323 loss_class_aux: 21.586969 loss_bbox_aux: 1.480136 loss_giou_aux: 1.835102 loss_mask_aux: 3.499209 loss_dice_aux: 3.410172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.314377 eta: 10:01:16 batch_cost: 0.5685 data_cost: 0.0020 ips: 14.0711 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:37] ppdet.engine.callbacks INFO: Epoch: [4] [150/264] learning_rate: 0.000100 loss_class: 3.142189 loss_bbox: 0.209754 loss_giou: 0.272456 loss_mask: 0.604811 loss_dice: 0.548866 loss_class_aux: 19.540520 loss_bbox_aux: 1.406167 loss_giou_aux: 1.801511 loss_mask_aux: 3.577085 loss_dice_aux: 3.410565 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.016726 eta: 10:00:07 batch_cost: 0.5552 data_cost: 0.0021 ips: 14.4090 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:44] ppdet.engine.callbacks INFO: Epoch: [4] [160/264] learning_rate: 0.000100 loss_class: 3.947240 loss_bbox: 0.215200 loss_giou: 0.312870 loss_mask: 0.610965 loss_dice: 0.634027 loss_class_aux: 24.142316 loss_bbox_aux: 1.353740 loss_giou_aux: 1.933391 loss_mask_aux: 3.529146 loss_dice_aux: 3.823345 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.487953 loss: 42.301058 eta: 9:59:18 batch_cost: 0.5989 data_cost: 0.0023 ips: 13.3589 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:50] ppdet.engine.callbacks INFO: Epoch: [4] [170/264] learning_rate: 0.000100 loss_class: 3.625132 loss_bbox: 0.241804 loss_giou: 0.289038 loss_mask: 0.590748 loss_dice: 0.605752 loss_class_aux: 22.793652 loss_bbox_aux: 1.562527 loss_giou_aux: 1.858888 loss_mask_aux: 3.687767 loss_dice_aux: 3.762327 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.712286 eta: 9:58:26 batch_cost: 0.5888 data_cost: 0.0024 ips: 13.5862 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:08:56] ppdet.engine.callbacks INFO: Epoch: [4] [180/264] learning_rate: 0.000100 loss_class: 3.579155 loss_bbox: 0.210545 loss_giou: 0.292125 loss_mask: 0.587376 loss_dice: 0.588826 loss_class_aux: 22.258902 loss_bbox_aux: 1.471621 loss_giou_aux: 1.892265 loss_mask_aux: 3.819074 loss_dice_aux: 3.587452 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.915035 eta: 9:57:50 batch_cost: 0.6259 data_cost: 0.0023 ips: 12.7814 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:02] ppdet.engine.callbacks INFO: Epoch: [4] [190/264] learning_rate: 0.000100 loss_class: 3.228436 loss_bbox: 0.238125 loss_giou: 0.292111 loss_mask: 0.627655 loss_dice: 0.547420 loss_class_aux: 20.518056 loss_bbox_aux: 1.611237 loss_giou_aux: 1.940537 loss_mask_aux: 3.851981 loss_dice_aux: 3.473710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.507330 eta: 9:56:52 batch_cost: 0.5727 data_cost: 0.0018 ips: 13.9680 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:08] ppdet.engine.callbacks INFO: Epoch: [4] [200/264] learning_rate: 0.000100 loss_class: 3.311158 loss_bbox: 0.225707 loss_giou: 0.288667 loss_mask: 0.634896 loss_dice: 0.596864 loss_class_aux: 21.532414 loss_bbox_aux: 1.403639 loss_giou_aux: 1.827697 loss_mask_aux: 3.901538 loss_dice_aux: 3.704946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.822081 eta: 9:55:41 batch_cost: 0.5377 data_cost: 0.0021 ips: 14.8773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:14] ppdet.engine.callbacks INFO: Epoch: [4] [210/264] learning_rate: 0.000100 loss_class: 3.425162 loss_bbox: 0.206331 loss_giou: 0.247038 loss_mask: 0.580430 loss_dice: 0.537742 loss_class_aux: 21.278421 loss_bbox_aux: 1.416403 loss_giou_aux: 1.640267 loss_mask_aux: 3.560030 loss_dice_aux: 3.341523 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.586690 loss: 37.241943 eta: 9:54:43 batch_cost: 0.5679 data_cost: 0.0021 ips: 14.0881 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:20] ppdet.engine.callbacks INFO: Epoch: [4] [220/264] learning_rate: 0.000100 loss_class: 3.454975 loss_bbox: 0.218745 loss_giou: 0.298409 loss_mask: 0.593903 loss_dice: 0.558787 loss_class_aux: 21.458226 loss_bbox_aux: 1.507016 loss_giou_aux: 1.888627 loss_mask_aux: 3.528982 loss_dice_aux: 3.407334 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.371280 loss: 37.845497 eta: 9:53:34 batch_cost: 0.5385 data_cost: 0.0020 ips: 14.8557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:25] ppdet.engine.callbacks INFO: Epoch: [4] [230/264] learning_rate: 0.000100 loss_class: 3.168079 loss_bbox: 0.210123 loss_giou: 0.271537 loss_mask: 0.639102 loss_dice: 0.595323 loss_class_aux: 19.526322 loss_bbox_aux: 1.408171 loss_giou_aux: 1.786292 loss_mask_aux: 3.748637 loss_dice_aux: 3.472008 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.491474 eta: 9:52:36 batch_cost: 0.5655 data_cost: 0.0015 ips: 14.1456 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:31] ppdet.engine.callbacks INFO: Epoch: [4] [240/264] learning_rate: 0.000100 loss_class: 3.253632 loss_bbox: 0.228090 loss_giou: 0.264205 loss_mask: 0.612622 loss_dice: 0.587822 loss_class_aux: 21.030289 loss_bbox_aux: 1.554345 loss_giou_aux: 1.691785 loss_mask_aux: 3.913797 loss_dice_aux: 3.501880 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.254503 eta: 9:51:41 batch_cost: 0.5673 data_cost: 0.0014 ips: 14.1010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:37] ppdet.engine.callbacks INFO: Epoch: [4] [250/264] learning_rate: 0.000100 loss_class: 3.590912 loss_bbox: 0.233914 loss_giou: 0.320747 loss_mask: 0.733718 loss_dice: 0.617977 loss_class_aux: 22.613640 loss_bbox_aux: 1.547057 loss_giou_aux: 2.020225 loss_mask_aux: 4.490875 loss_dice_aux: 3.827231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.195906 loss: 40.240421 eta: 9:50:38 batch_cost: 0.5471 data_cost: 0.0014 ips: 14.6222 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:43] ppdet.engine.callbacks INFO: Epoch: [4] [260/264] learning_rate: 0.000100 loss_class: 3.484255 loss_bbox: 0.197045 loss_giou: 0.256920 loss_mask: 0.504328 loss_dice: 0.570888 loss_class_aux: 23.356618 loss_bbox_aux: 1.287541 loss_giou_aux: 1.674187 loss_mask_aux: 3.028189 loss_dice_aux: 3.570566 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.437914 eta: 9:49:36 batch_cost: 0.5471 data_cost: 0.0014 ips: 14.6232 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:09:47] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/4
W0513 19:09:48.905015 3217825 eager_utils.cc:3584] Paddle static graph(PIR) not support input out tensor for now!!!!!
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:09:53] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/4/inference/inference.yml
[05/13 19:09:53] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:09:53] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/4/inference
loading annotations into memory...
Done (t=0.01s)
creating index...
index created!
[05/13 19:09:53] ppdet.data.source.coco INFO: Load [236 samples valid, 0 samples invalid] in file /root/work/paddleocr-det/PaddleX/paddlex/dataset/handwriting/annotations/instance_val.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:09:55] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 19:10:04] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 19:10:12] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 19:10:15] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:10:15] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.40s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.61s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.395
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.586
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.421
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.395
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.303
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.669
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.720
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720
[05/13 19:10:18] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.04618479199653
[05/13 19:10:18] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 19:10:18] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/4
[05/13 19:10:18] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 19:10:18] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 19:10:19] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:10:24] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 19:10:24] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:10:24] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 19:10:38] ppdet.engine.callbacks INFO: Epoch: [5] [  0/264] learning_rate: 0.000100 loss_class: 3.676629 loss_bbox: 0.199504 loss_giou: 0.286556 loss_mask: 0.623051 loss_dice: 0.573704 loss_class_aux: 23.637324 loss_bbox_aux: 1.363657 loss_giou_aux: 1.889110 loss_mask_aux: 3.904605 loss_dice_aux: 3.691181 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.071693 loss: 42.865534 eta: 9:57:54 batch_cost: 1.8870 data_cost: 1.2757 ips: 4.2396 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:10:48] ppdet.engine.callbacks INFO: Epoch: [5] [ 10/264] learning_rate: 0.000100 loss_class: 3.430474 loss_bbox: 0.212631 loss_giou: 0.268712 loss_mask: 0.607289 loss_dice: 0.576492 loss_class_aux: 21.995849 loss_bbox_aux: 1.379266 loss_giou_aux: 1.741467 loss_mask_aux: 3.568027 loss_dice_aux: 3.421259 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.096357 eta: 9:59:12 batch_cost: 0.9167 data_cost: 0.1372 ips: 8.7268 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:10:55] ppdet.engine.callbacks INFO: Epoch: [5] [ 20/264] learning_rate: 0.000100 loss_class: 3.525005 loss_bbox: 0.210382 loss_giou: 0.276155 loss_mask: 0.551687 loss_dice: 0.537365 loss_class_aux: 21.429282 loss_bbox_aux: 1.352260 loss_giou_aux: 1.810078 loss_mask_aux: 3.050968 loss_dice_aux: 3.320920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.928156 eta: 9:58:49 batch_cost: 0.6576 data_cost: 0.0023 ips: 12.1650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:11:01] ppdet.engine.callbacks INFO: Epoch: [5] [ 30/264] learning_rate: 0.000100 loss_class: 3.203851 loss_bbox: 0.200205 loss_giou: 0.295756 loss_mask: 0.521501 loss_dice: 0.593038 loss_class_aux: 20.110581 loss_bbox_aux: 1.341044 loss_giou_aux: 1.875109 loss_mask_aux: 3.199404 loss_dice_aux: 3.576543 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.712041 loss: 35.317732 eta: 9:57:58 batch_cost: 0.5818 data_cost: 0.0021 ips: 13.7506 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:11:07] ppdet.engine.callbacks INFO: Epoch: [5] [ 40/264] learning_rate: 0.000100 loss_class: 3.261508 loss_bbox: 0.219358 loss_giou: 0.313538 loss_mask: 0.565047 loss_dice: 0.593536 loss_class_aux: 20.928139 loss_bbox_aux: 1.382331 loss_giou_aux: 1.964092 loss_mask_aux: 3.366055 loss_dice_aux: 3.622556 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.415396 eta: 9:57:05 batch_cost: 0.5755 data_cost: 0.0018 ips: 13.9004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:11:13] ppdet.engine.callbacks INFO: Epoch: [5] [ 50/264] learning_rate: 0.000100 loss_class: 3.452471 loss_bbox: 0.227197 loss_giou: 0.289513 loss_mask: 0.719604 loss_dice: 0.567673 loss_class_aux: 22.168254 loss_bbox_aux: 1.459923 loss_giou_aux: 1.806743 loss_mask_aux: 4.314138 loss_dice_aux: 3.504131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.858452 eta: 9:56:20 batch_cost: 0.5962 data_cost: 0.0018 ips: 13.4178 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28255 MB
[05/13 19:11:20] ppdet.engine.callbacks INFO: Epoch: [5] [ 60/264] learning_rate: 0.000100 loss_class: 3.757784 loss_bbox: 0.239933 loss_giou: 0.295498 loss_mask: 0.599272 loss_dice: 0.654665 loss_class_aux: 24.491217 loss_bbox_aux: 1.523436 loss_giou_aux: 1.920837 loss_mask_aux: 3.707434 loss_dice_aux: 3.941705 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.178945 loss: 42.926565 eta: 9:55:41 batch_cost: 0.6091 data_cost: 0.0019 ips: 13.1334 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:11:26] ppdet.engine.callbacks INFO: Epoch: [5] [ 70/264] learning_rate: 0.000100 loss_class: 3.196386 loss_bbox: 0.171317 loss_giou: 0.276091 loss_mask: 0.540736 loss_dice: 0.528380 loss_class_aux: 21.087969 loss_bbox_aux: 1.094432 loss_giou_aux: 1.693404 loss_mask_aux: 2.953962 loss_dice_aux: 3.161154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.624681 eta: 9:55:03 batch_cost: 0.6116 data_cost: 0.0020 ips: 13.0807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:11:33] ppdet.engine.callbacks INFO: Epoch: [5] [ 80/264] learning_rate: 0.000100 loss_class: 3.152599 loss_bbox: 0.191423 loss_giou: 0.263430 loss_mask: 0.544914 loss_dice: 0.561108 loss_class_aux: 19.779450 loss_bbox_aux: 1.283381 loss_giou_aux: 1.653477 loss_mask_aux: 3.399418 loss_dice_aux: 3.466631 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.419317 eta: 9:54:26 batch_cost: 0.6104 data_cost: 0.0023 ips: 13.1071 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:11:39] ppdet.engine.callbacks INFO: Epoch: [5] [ 90/264] learning_rate: 0.000100 loss_class: 3.411535 loss_bbox: 0.186894 loss_giou: 0.300771 loss_mask: 0.488981 loss_dice: 0.576626 loss_class_aux: 21.132037 loss_bbox_aux: 1.294548 loss_giou_aux: 1.935253 loss_mask_aux: 3.026906 loss_dice_aux: 3.503543 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.448457 loss: 38.771698 eta: 9:53:41 batch_cost: 0.5901 data_cost: 0.0019 ips: 13.5570 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:11:45] ppdet.engine.callbacks INFO: Epoch: [5] [100/264] learning_rate: 0.000100 loss_class: 3.703804 loss_bbox: 0.249051 loss_giou: 0.294233 loss_mask: 0.603439 loss_dice: 0.605620 loss_class_aux: 23.405104 loss_bbox_aux: 1.496832 loss_giou_aux: 1.844240 loss_mask_aux: 3.773590 loss_dice_aux: 3.670612 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.880980 eta: 9:53:01 batch_cost: 0.6017 data_cost: 0.0026 ips: 13.2952 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:11:51] ppdet.engine.callbacks INFO: Epoch: [5] [110/264] learning_rate: 0.000100 loss_class: 3.431397 loss_bbox: 0.185471 loss_giou: 0.260563 loss_mask: 0.555429 loss_dice: 0.540644 loss_class_aux: 21.526208 loss_bbox_aux: 1.251516 loss_giou_aux: 1.700049 loss_mask_aux: 3.426515 loss_dice_aux: 3.362569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.893037 loss: 37.942272 eta: 9:52:12 batch_cost: 0.5757 data_cost: 0.0021 ips: 13.8971 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:11:57] ppdet.engine.callbacks INFO: Epoch: [5] [120/264] learning_rate: 0.000100 loss_class: 3.400566 loss_bbox: 0.198914 loss_giou: 0.262462 loss_mask: 0.618871 loss_dice: 0.527896 loss_class_aux: 20.822451 loss_bbox_aux: 1.356956 loss_giou_aux: 1.718886 loss_mask_aux: 3.732791 loss_dice_aux: 3.276219 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.505325 eta: 9:51:23 batch_cost: 0.5735 data_cost: 0.0021 ips: 13.9491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:03] ppdet.engine.callbacks INFO: Epoch: [5] [130/264] learning_rate: 0.000100 loss_class: 3.424423 loss_bbox: 0.225718 loss_giou: 0.269167 loss_mask: 0.685218 loss_dice: 0.543109 loss_class_aux: 21.339912 loss_bbox_aux: 1.520177 loss_giou_aux: 1.771292 loss_mask_aux: 4.257008 loss_dice_aux: 3.366292 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.588650 eta: 9:50:42 batch_cost: 0.5958 data_cost: 0.0019 ips: 13.4267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:10] ppdet.engine.callbacks INFO: Epoch: [5] [140/264] learning_rate: 0.000100 loss_class: 3.373167 loss_bbox: 0.203129 loss_giou: 0.268770 loss_mask: 0.631365 loss_dice: 0.554972 loss_class_aux: 21.209982 loss_bbox_aux: 1.422699 loss_giou_aux: 1.711456 loss_mask_aux: 3.900106 loss_dice_aux: 3.295054 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.132467 eta: 9:50:07 batch_cost: 0.6079 data_cost: 0.0019 ips: 13.1593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:17] ppdet.engine.callbacks INFO: Epoch: [5] [150/264] learning_rate: 0.000100 loss_class: 3.222671 loss_bbox: 0.239467 loss_giou: 0.266576 loss_mask: 0.566135 loss_dice: 0.549987 loss_class_aux: 21.080617 loss_bbox_aux: 1.550012 loss_giou_aux: 1.750900 loss_mask_aux: 3.389874 loss_dice_aux: 3.303456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.433252 loss: 38.742321 eta: 9:49:44 batch_cost: 0.6458 data_cost: 0.0019 ips: 12.3878 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:23] ppdet.engine.callbacks INFO: Epoch: [5] [160/264] learning_rate: 0.000100 loss_class: 3.661068 loss_bbox: 0.213634 loss_giou: 0.292260 loss_mask: 0.585097 loss_dice: 0.583794 loss_class_aux: 22.948964 loss_bbox_aux: 1.453493 loss_giou_aux: 2.003245 loss_mask_aux: 3.681945 loss_dice_aux: 3.667386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.722168 eta: 9:49:12 batch_cost: 0.6159 data_cost: 0.0021 ips: 12.9889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:29] ppdet.engine.callbacks INFO: Epoch: [5] [170/264] learning_rate: 0.000100 loss_class: 3.659254 loss_bbox: 0.208931 loss_giou: 0.264589 loss_mask: 0.483506 loss_dice: 0.527625 loss_class_aux: 23.065597 loss_bbox_aux: 1.318869 loss_giou_aux: 1.669157 loss_mask_aux: 2.957683 loss_dice_aux: 3.207561 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.826490 eta: 9:48:32 batch_cost: 0.5915 data_cost: 0.0021 ips: 13.5249 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:35] ppdet.engine.callbacks INFO: Epoch: [5] [180/264] learning_rate: 0.000100 loss_class: 3.765281 loss_bbox: 0.204498 loss_giou: 0.268998 loss_mask: 0.688736 loss_dice: 0.622990 loss_class_aux: 22.467658 loss_bbox_aux: 1.351570 loss_giou_aux: 1.738620 loss_mask_aux: 4.020242 loss_dice_aux: 3.686001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.417886 loss: 39.606012 eta: 9:47:52 batch_cost: 0.5935 data_cost: 0.0017 ips: 13.4795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:39] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:12:39] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:12:42] ppdet.engine.callbacks INFO: Epoch: [5] [190/264] learning_rate: 0.000100 loss_class: 3.652776 loss_bbox: 0.207021 loss_giou: 0.291514 loss_mask: 0.472061 loss_dice: 0.550614 loss_class_aux: 22.234010 loss_bbox_aux: 1.318198 loss_giou_aux: 1.926887 loss_mask_aux: 2.754412 loss_dice_aux: 3.417359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.538578 eta: 9:47:17 batch_cost: 0.6040 data_cost: 0.0025 ips: 13.2461 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:48] ppdet.engine.callbacks INFO: Epoch: [5] [200/264] learning_rate: 0.000100 loss_class: 3.318629 loss_bbox: 0.212478 loss_giou: 0.294325 loss_mask: 0.688837 loss_dice: 0.633655 loss_class_aux: 20.507587 loss_bbox_aux: 1.488911 loss_giou_aux: 1.902265 loss_mask_aux: 3.938809 loss_dice_aux: 3.797309 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.476841 eta: 9:46:36 batch_cost: 0.5868 data_cost: 0.0018 ips: 13.6341 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:12:54] ppdet.engine.callbacks INFO: Epoch: [5] [210/264] learning_rate: 0.000100 loss_class: 3.389639 loss_bbox: 0.205955 loss_giou: 0.277460 loss_mask: 0.605048 loss_dice: 0.579509 loss_class_aux: 21.405308 loss_bbox_aux: 1.352180 loss_giou_aux: 1.755243 loss_mask_aux: 3.677103 loss_dice_aux: 3.524839 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.526962 eta: 9:46:04 batch_cost: 0.6095 data_cost: 0.0019 ips: 13.1260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:01] ppdet.engine.callbacks INFO: Epoch: [5] [220/264] learning_rate: 0.000100 loss_class: 3.234061 loss_bbox: 0.229358 loss_giou: 0.250789 loss_mask: 0.619119 loss_dice: 0.532749 loss_class_aux: 21.085308 loss_bbox_aux: 1.477864 loss_giou_aux: 1.634687 loss_mask_aux: 3.613221 loss_dice_aux: 3.350076 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.977359 loss: 35.600561 eta: 9:45:29 batch_cost: 0.6026 data_cost: 0.0020 ips: 13.2763 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:06] ppdet.engine.callbacks INFO: Epoch: [5] [230/264] learning_rate: 0.000100 loss_class: 3.442326 loss_bbox: 0.227250 loss_giou: 0.287219 loss_mask: 0.639157 loss_dice: 0.613169 loss_class_aux: 21.044597 loss_bbox_aux: 1.528878 loss_giou_aux: 1.810196 loss_mask_aux: 3.923022 loss_dice_aux: 3.555650 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.838558 loss: 38.890862 eta: 9:44:36 batch_cost: 0.5456 data_cost: 0.0014 ips: 14.6623 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:12] ppdet.engine.callbacks INFO: Epoch: [5] [240/264] learning_rate: 0.000100 loss_class: 3.220212 loss_bbox: 0.219554 loss_giou: 0.301746 loss_mask: 0.623666 loss_dice: 0.592008 loss_class_aux: 21.190001 loss_bbox_aux: 1.438085 loss_giou_aux: 1.948172 loss_mask_aux: 3.793840 loss_dice_aux: 3.704211 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.994919 eta: 9:43:50 batch_cost: 0.5637 data_cost: 0.0013 ips: 14.1915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:18] ppdet.engine.callbacks INFO: Epoch: [5] [250/264] learning_rate: 0.000100 loss_class: 3.514648 loss_bbox: 0.218729 loss_giou: 0.296605 loss_mask: 0.665850 loss_dice: 0.622303 loss_class_aux: 21.757854 loss_bbox_aux: 1.399383 loss_giou_aux: 1.869196 loss_mask_aux: 3.929882 loss_dice_aux: 3.829006 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.816423 loss: 38.561636 eta: 9:42:55 batch_cost: 0.5365 data_cost: 0.0014 ips: 14.9119 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:24] ppdet.engine.callbacks INFO: Epoch: [5] [260/264] learning_rate: 0.000100 loss_class: 3.352390 loss_bbox: 0.263435 loss_giou: 0.333673 loss_mask: 0.681643 loss_dice: 0.715104 loss_class_aux: 21.860801 loss_bbox_aux: 1.774955 loss_giou_aux: 2.067403 loss_mask_aux: 4.052936 loss_dice_aux: 4.041837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.785295 loss: 40.617760 eta: 9:42:10 batch_cost: 0.5634 data_cost: 0.0014 ips: 14.1998 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:41] ppdet.engine.callbacks INFO: Epoch: [6] [  0/264] learning_rate: 0.000100 loss_class: 3.202373 loss_bbox: 0.228961 loss_giou: 0.273302 loss_mask: 0.599120 loss_dice: 0.616507 loss_class_aux: 21.532231 loss_bbox_aux: 1.514803 loss_giou_aux: 1.767729 loss_mask_aux: 3.488446 loss_dice_aux: 3.673362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483810 loss: 37.667595 eta: 9:49:00 batch_cost: 1.8889 data_cost: 1.1988 ips: 4.2354 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:13:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:13:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:13:56] ppdet.engine.callbacks INFO: Epoch: [6] [ 10/264] learning_rate: 0.000100 loss_class: 3.225230 loss_bbox: 0.230858 loss_giou: 0.246397 loss_mask: 0.621100 loss_dice: 0.560626 loss_class_aux: 20.368158 loss_bbox_aux: 1.528449 loss_giou_aux: 1.592790 loss_mask_aux: 3.800068 loss_dice_aux: 3.395578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.127851 eta: 9:53:00 batch_cost: 1.4609 data_cost: 0.0095 ips: 5.4760 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:04] ppdet.engine.callbacks INFO: Epoch: [6] [ 20/264] learning_rate: 0.000100 loss_class: 3.085822 loss_bbox: 0.183694 loss_giou: 0.280086 loss_mask: 0.547039 loss_dice: 0.578604 loss_class_aux: 20.043632 loss_bbox_aux: 1.356661 loss_giou_aux: 1.818191 loss_mask_aux: 3.358467 loss_dice_aux: 3.651165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.027454 eta: 9:53:25 batch_cost: 0.7946 data_cost: 0.0017 ips: 10.0681 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:11] ppdet.engine.callbacks INFO: Epoch: [6] [ 30/264] learning_rate: 0.000100 loss_class: 3.610887 loss_bbox: 0.216557 loss_giou: 0.294088 loss_mask: 0.628035 loss_dice: 0.588532 loss_class_aux: 22.900142 loss_bbox_aux: 1.447658 loss_giou_aux: 1.887552 loss_mask_aux: 3.887063 loss_dice_aux: 3.614362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.561466 eta: 9:52:43 batch_cost: 0.5851 data_cost: 0.0022 ips: 13.6735 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:17] ppdet.engine.callbacks INFO: Epoch: [6] [ 40/264] learning_rate: 0.000100 loss_class: 3.133060 loss_bbox: 0.216352 loss_giou: 0.225618 loss_mask: 0.630882 loss_dice: 0.502088 loss_class_aux: 20.064120 loss_bbox_aux: 1.433113 loss_giou_aux: 1.532300 loss_mask_aux: 3.876011 loss_dice_aux: 3.189172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.291683 eta: 9:52:09 batch_cost: 0.6073 data_cost: 0.0019 ips: 13.1730 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:23] ppdet.engine.callbacks INFO: Epoch: [6] [ 50/264] learning_rate: 0.000100 loss_class: 3.043625 loss_bbox: 0.183265 loss_giou: 0.236807 loss_mask: 0.521663 loss_dice: 0.526720 loss_class_aux: 19.923730 loss_bbox_aux: 1.203609 loss_giou_aux: 1.619809 loss_mask_aux: 3.228590 loss_dice_aux: 3.219987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.035585 eta: 9:51:25 batch_cost: 0.5764 data_cost: 0.0020 ips: 13.8783 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:29] ppdet.engine.callbacks INFO: Epoch: [6] [ 60/264] learning_rate: 0.000100 loss_class: 3.515400 loss_bbox: 0.230324 loss_giou: 0.265268 loss_mask: 0.696987 loss_dice: 0.571997 loss_class_aux: 21.934407 loss_bbox_aux: 1.486873 loss_giou_aux: 1.662151 loss_mask_aux: 4.162634 loss_dice_aux: 3.495818 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.828176 eta: 9:50:49 batch_cost: 0.6003 data_cost: 0.0020 ips: 13.3260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:36] ppdet.engine.callbacks INFO: Epoch: [6] [ 70/264] learning_rate: 0.000100 loss_class: 3.503985 loss_bbox: 0.212238 loss_giou: 0.313408 loss_mask: 0.561695 loss_dice: 0.612804 loss_class_aux: 21.703015 loss_bbox_aux: 1.391689 loss_giou_aux: 2.018744 loss_mask_aux: 3.431475 loss_dice_aux: 3.765576 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.249838 loss: 38.184757 eta: 9:50:15 batch_cost: 0.6061 data_cost: 0.0019 ips: 13.1984 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:42] ppdet.engine.callbacks INFO: Epoch: [6] [ 80/264] learning_rate: 0.000100 loss_class: 2.978207 loss_bbox: 0.219476 loss_giou: 0.297759 loss_mask: 0.638221 loss_dice: 0.587800 loss_class_aux: 18.855108 loss_bbox_aux: 1.450538 loss_giou_aux: 1.863075 loss_mask_aux: 3.945379 loss_dice_aux: 3.623360 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.565767 loss: 34.276260 eta: 9:49:30 batch_cost: 0.5674 data_cost: 0.0018 ips: 14.0996 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:48] ppdet.engine.callbacks INFO: Epoch: [6] [ 90/264] learning_rate: 0.000100 loss_class: 3.721822 loss_bbox: 0.206028 loss_giou: 0.288828 loss_mask: 0.589908 loss_dice: 0.604814 loss_class_aux: 23.499119 loss_bbox_aux: 1.435683 loss_giou_aux: 1.850664 loss_mask_aux: 3.633029 loss_dice_aux: 3.554146 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.537417 loss: 40.690546 eta: 9:48:58 batch_cost: 0.6086 data_cost: 0.0019 ips: 13.1452 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:14:54] ppdet.engine.callbacks INFO: Epoch: [6] [100/264] learning_rate: 0.000100 loss_class: 3.570852 loss_bbox: 0.216084 loss_giou: 0.293489 loss_mask: 0.601314 loss_dice: 0.586849 loss_class_aux: 23.105715 loss_bbox_aux: 1.458820 loss_giou_aux: 1.870715 loss_mask_aux: 3.776316 loss_dice_aux: 3.772319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.939137 loss: 41.405249 eta: 9:48:18 batch_cost: 0.5825 data_cost: 0.0025 ips: 13.7330 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:00] ppdet.engine.callbacks INFO: Epoch: [6] [110/264] learning_rate: 0.000100 loss_class: 3.571249 loss_bbox: 0.232874 loss_giou: 0.288731 loss_mask: 0.575842 loss_dice: 0.525671 loss_class_aux: 22.104795 loss_bbox_aux: 1.486632 loss_giou_aux: 1.855111 loss_mask_aux: 3.628048 loss_dice_aux: 3.362428 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.434532 loss: 39.818844 eta: 9:47:44 batch_cost: 0.6023 data_cost: 0.0020 ips: 13.2828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:06] ppdet.engine.callbacks INFO: Epoch: [6] [120/264] learning_rate: 0.000100 loss_class: 3.479885 loss_bbox: 0.212481 loss_giou: 0.287150 loss_mask: 0.580935 loss_dice: 0.582633 loss_class_aux: 22.049949 loss_bbox_aux: 1.401874 loss_giou_aux: 1.841925 loss_mask_aux: 3.483298 loss_dice_aux: 3.579624 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.864657 loss: 39.647041 eta: 9:47:01 batch_cost: 0.5682 data_cost: 0.0022 ips: 14.0807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:12] ppdet.engine.callbacks INFO: Epoch: [6] [130/264] learning_rate: 0.000100 loss_class: 3.536788 loss_bbox: 0.211974 loss_giou: 0.268566 loss_mask: 0.628136 loss_dice: 0.583765 loss_class_aux: 21.678413 loss_bbox_aux: 1.409068 loss_giou_aux: 1.762493 loss_mask_aux: 3.890536 loss_dice_aux: 3.601691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.600832 loss: 38.439314 eta: 9:46:15 batch_cost: 0.5594 data_cost: 0.0018 ips: 14.3001 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:18] ppdet.engine.callbacks INFO: Epoch: [6] [140/264] learning_rate: 0.000100 loss_class: 3.457722 loss_bbox: 0.189769 loss_giou: 0.310770 loss_mask: 0.581524 loss_dice: 0.566985 loss_class_aux: 21.336630 loss_bbox_aux: 1.280994 loss_giou_aux: 1.952743 loss_mask_aux: 3.439077 loss_dice_aux: 3.523674 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.579683 loss: 38.667368 eta: 9:45:37 batch_cost: 0.5841 data_cost: 0.0017 ips: 13.6955 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:25] ppdet.engine.callbacks INFO: Epoch: [6] [150/264] learning_rate: 0.000100 loss_class: 3.385976 loss_bbox: 0.201718 loss_giou: 0.268824 loss_mask: 0.584967 loss_dice: 0.568560 loss_class_aux: 21.010796 loss_bbox_aux: 1.372102 loss_giou_aux: 1.774619 loss_mask_aux: 3.710454 loss_dice_aux: 3.509061 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.390882 loss: 36.726236 eta: 9:45:08 batch_cost: 0.6133 data_cost: 0.0021 ips: 13.0440 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:31] ppdet.engine.callbacks INFO: Epoch: [6] [160/264] learning_rate: 0.000100 loss_class: 3.150236 loss_bbox: 0.195704 loss_giou: 0.273312 loss_mask: 0.580513 loss_dice: 0.516386 loss_class_aux: 20.433615 loss_bbox_aux: 1.293014 loss_giou_aux: 1.704000 loss_mask_aux: 3.377704 loss_dice_aux: 3.179869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.900431 eta: 9:44:35 batch_cost: 0.5954 data_cost: 0.0019 ips: 13.4358 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:37] ppdet.engine.callbacks INFO: Epoch: [6] [170/264] learning_rate: 0.000100 loss_class: 2.973411 loss_bbox: 0.205156 loss_giou: 0.260596 loss_mask: 0.652098 loss_dice: 0.585763 loss_class_aux: 18.794198 loss_bbox_aux: 1.449782 loss_giou_aux: 1.766725 loss_mask_aux: 3.845814 loss_dice_aux: 3.619912 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.167442 eta: 9:44:07 batch_cost: 0.6155 data_cost: 0.0020 ips: 12.9985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:43] ppdet.engine.callbacks INFO: Epoch: [6] [180/264] learning_rate: 0.000100 loss_class: 3.259372 loss_bbox: 0.210554 loss_giou: 0.296007 loss_mask: 0.550434 loss_dice: 0.571092 loss_class_aux: 20.938856 loss_bbox_aux: 1.384846 loss_giou_aux: 1.924374 loss_mask_aux: 3.428609 loss_dice_aux: 3.505802 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.899640 loss: 37.941406 eta: 9:43:28 batch_cost: 0.5759 data_cost: 0.0021 ips: 13.8914 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:50] ppdet.engine.callbacks INFO: Epoch: [6] [190/264] learning_rate: 0.000100 loss_class: 3.295875 loss_bbox: 0.188208 loss_giou: 0.260034 loss_mask: 0.471197 loss_dice: 0.551336 loss_class_aux: 20.673308 loss_bbox_aux: 1.276208 loss_giou_aux: 1.722625 loss_mask_aux: 3.117040 loss_dice_aux: 3.334280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.143978 eta: 9:43:15 batch_cost: 0.6627 data_cost: 0.0021 ips: 12.0717 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:15:56] ppdet.engine.callbacks INFO: Epoch: [6] [200/264] learning_rate: 0.000100 loss_class: 3.413702 loss_bbox: 0.212716 loss_giou: 0.276898 loss_mask: 0.636157 loss_dice: 0.565239 loss_class_aux: 21.947993 loss_bbox_aux: 1.372428 loss_giou_aux: 1.884775 loss_mask_aux: 3.755988 loss_dice_aux: 3.460968 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.979163 loss: 40.186293 eta: 9:42:34 batch_cost: 0.5683 data_cost: 0.0019 ips: 14.0776 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:03] ppdet.engine.callbacks INFO: Epoch: [6] [210/264] learning_rate: 0.000100 loss_class: 3.835226 loss_bbox: 0.207289 loss_giou: 0.257626 loss_mask: 0.594356 loss_dice: 0.534098 loss_class_aux: 24.048331 loss_bbox_aux: 1.429581 loss_giou_aux: 1.650234 loss_mask_aux: 3.758742 loss_dice_aux: 3.298336 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.048559 eta: 9:42:03 batch_cost: 0.6008 data_cost: 0.0020 ips: 13.3159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:09] ppdet.engine.callbacks INFO: Epoch: [6] [220/264] learning_rate: 0.000100 loss_class: 2.895063 loss_bbox: 0.189313 loss_giou: 0.257428 loss_mask: 0.536367 loss_dice: 0.503377 loss_class_aux: 18.074724 loss_bbox_aux: 1.318290 loss_giou_aux: 1.692355 loss_mask_aux: 3.324657 loss_dice_aux: 3.097618 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.313881 loss: 34.277586 eta: 9:41:30 batch_cost: 0.5909 data_cost: 0.0021 ips: 13.5386 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:15] ppdet.engine.callbacks INFO: Epoch: [6] [230/264] learning_rate: 0.000100 loss_class: 3.270458 loss_bbox: 0.224791 loss_giou: 0.273678 loss_mask: 0.584421 loss_dice: 0.598553 loss_class_aux: 21.353679 loss_bbox_aux: 1.448164 loss_giou_aux: 1.765867 loss_mask_aux: 3.385906 loss_dice_aux: 3.335001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.999464 eta: 9:40:50 batch_cost: 0.5667 data_cost: 0.0015 ips: 14.1156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:20] ppdet.engine.callbacks INFO: Epoch: [6] [240/264] learning_rate: 0.000100 loss_class: 3.137426 loss_bbox: 0.203988 loss_giou: 0.294472 loss_mask: 0.547801 loss_dice: 0.595153 loss_class_aux: 20.188713 loss_bbox_aux: 1.300546 loss_giou_aux: 1.877756 loss_mask_aux: 3.356035 loss_dice_aux: 3.729500 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.071051 loss: 37.178888 eta: 9:40:03 batch_cost: 0.5393 data_cost: 0.0014 ips: 14.8350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:26] ppdet.engine.callbacks INFO: Epoch: [6] [250/264] learning_rate: 0.000100 loss_class: 3.645535 loss_bbox: 0.225519 loss_giou: 0.297175 loss_mask: 0.555708 loss_dice: 0.599320 loss_class_aux: 22.583529 loss_bbox_aux: 1.459906 loss_giou_aux: 1.894236 loss_mask_aux: 3.497671 loss_dice_aux: 3.830515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.671425 loss: 40.470175 eta: 9:39:24 batch_cost: 0.5663 data_cost: 0.0014 ips: 14.1274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:32] ppdet.engine.callbacks INFO: Epoch: [6] [260/264] learning_rate: 0.000100 loss_class: 3.186314 loss_bbox: 0.207293 loss_giou: 0.265489 loss_mask: 0.546507 loss_dice: 0.552339 loss_class_aux: 20.329188 loss_bbox_aux: 1.428094 loss_giou_aux: 1.757868 loss_mask_aux: 3.609251 loss_dice_aux: 3.434982 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.778442 loss: 37.256882 eta: 9:38:52 batch_cost: 0.5902 data_cost: 0.0015 ips: 13.5538 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:16:49] ppdet.engine.callbacks INFO: Epoch: [7] [  0/264] learning_rate: 0.000100 loss_class: 3.333283 loss_bbox: 0.214239 loss_giou: 0.273253 loss_mask: 0.573825 loss_dice: 0.580132 loss_class_aux: 20.916055 loss_bbox_aux: 1.463531 loss_giou_aux: 1.784139 loss_mask_aux: 3.484777 loss_dice_aux: 3.552435 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.447600 loss: 38.207088 eta: 9:44:03 batch_cost: 1.7607 data_cost: 1.1378 ips: 4.5436 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:00] ppdet.engine.callbacks INFO: Epoch: [7] [ 10/264] learning_rate: 0.000100 loss_class: 3.192233 loss_bbox: 0.197395 loss_giou: 0.279439 loss_mask: 0.533281 loss_dice: 0.557060 loss_class_aux: 20.457816 loss_bbox_aux: 1.382954 loss_giou_aux: 1.800948 loss_mask_aux: 3.236476 loss_dice_aux: 3.380497 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.648137 loss: 37.226505 eta: 9:45:37 batch_cost: 1.0561 data_cost: 0.0714 ips: 7.5749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:07] ppdet.engine.callbacks INFO: Epoch: [7] [ 20/264] learning_rate: 0.000100 loss_class: 3.308326 loss_bbox: 0.217726 loss_giou: 0.271044 loss_mask: 0.599875 loss_dice: 0.543726 loss_class_aux: 20.577893 loss_bbox_aux: 1.499006 loss_giou_aux: 1.777650 loss_mask_aux: 3.649704 loss_dice_aux: 3.496176 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.210832 loss: 37.911489 eta: 9:45:28 batch_cost: 0.6787 data_cost: 0.0024 ips: 11.7868 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:14] ppdet.engine.callbacks INFO: Epoch: [7] [ 30/264] learning_rate: 0.000100 loss_class: 3.223543 loss_bbox: 0.180976 loss_giou: 0.301440 loss_mask: 0.475465 loss_dice: 0.536420 loss_class_aux: 20.410229 loss_bbox_aux: 1.155371 loss_giou_aux: 1.890983 loss_mask_aux: 2.893756 loss_dice_aux: 3.303084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.757984 loss: 36.524225 eta: 9:45:07 batch_cost: 0.6406 data_cost: 0.0025 ips: 12.4888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:20] ppdet.engine.callbacks INFO: Epoch: [7] [ 40/264] learning_rate: 0.000100 loss_class: 3.092866 loss_bbox: 0.177087 loss_giou: 0.279110 loss_mask: 0.466487 loss_dice: 0.540686 loss_class_aux: 19.558737 loss_bbox_aux: 1.188305 loss_giou_aux: 1.832354 loss_mask_aux: 3.058235 loss_dice_aux: 3.373684 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.430988 loss: 33.790480 eta: 9:44:32 batch_cost: 0.5838 data_cost: 0.0021 ips: 13.7022 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:26] ppdet.engine.callbacks INFO: Epoch: [7] [ 50/264] learning_rate: 0.000100 loss_class: 3.528822 loss_bbox: 0.216491 loss_giou: 0.250615 loss_mask: 0.606483 loss_dice: 0.526955 loss_class_aux: 21.984662 loss_bbox_aux: 1.414920 loss_giou_aux: 1.599177 loss_mask_aux: 3.744566 loss_dice_aux: 3.141332 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.205746 eta: 9:43:50 batch_cost: 0.5590 data_cost: 0.0020 ips: 14.3111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:32] ppdet.engine.callbacks INFO: Epoch: [7] [ 60/264] learning_rate: 0.000100 loss_class: 3.350642 loss_bbox: 0.200155 loss_giou: 0.261547 loss_mask: 0.620553 loss_dice: 0.562865 loss_class_aux: 21.250347 loss_bbox_aux: 1.379267 loss_giou_aux: 1.683427 loss_mask_aux: 3.632636 loss_dice_aux: 3.465701 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.927371 loss: 37.053940 eta: 9:43:05 batch_cost: 0.5444 data_cost: 0.0019 ips: 14.6955 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:35] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:17:35] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:17:38] ppdet.engine.callbacks INFO: Epoch: [7] [ 70/264] learning_rate: 0.000100 loss_class: 3.093572 loss_bbox: 0.186819 loss_giou: 0.253793 loss_mask: 0.602202 loss_dice: 0.522143 loss_class_aux: 19.092616 loss_bbox_aux: 1.219854 loss_giou_aux: 1.682834 loss_mask_aux: 3.346427 loss_dice_aux: 3.169601 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.395901 eta: 9:42:28 batch_cost: 0.5743 data_cost: 0.0018 ips: 13.9300 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:44] ppdet.engine.callbacks INFO: Epoch: [7] [ 80/264] learning_rate: 0.000100 loss_class: 3.127165 loss_bbox: 0.181362 loss_giou: 0.265776 loss_mask: 0.561022 loss_dice: 0.548622 loss_class_aux: 19.970752 loss_bbox_aux: 1.225492 loss_giou_aux: 1.780613 loss_mask_aux: 3.246524 loss_dice_aux: 3.375353 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.436710 loss: 36.054295 eta: 9:41:55 batch_cost: 0.5865 data_cost: 0.0021 ips: 13.6410 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:50] ppdet.engine.callbacks INFO: Epoch: [7] [ 90/264] learning_rate: 0.000100 loss_class: 3.295279 loss_bbox: 0.192224 loss_giou: 0.274112 loss_mask: 0.548184 loss_dice: 0.525373 loss_class_aux: 20.216464 loss_bbox_aux: 1.230362 loss_giou_aux: 1.793700 loss_mask_aux: 3.503034 loss_dice_aux: 3.228034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.794882 eta: 9:41:22 batch_cost: 0.5887 data_cost: 0.0021 ips: 13.5903 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:17:56] ppdet.engine.callbacks INFO: Epoch: [7] [100/264] learning_rate: 0.000100 loss_class: 3.078624 loss_bbox: 0.198448 loss_giou: 0.258875 loss_mask: 0.573139 loss_dice: 0.543874 loss_class_aux: 19.370327 loss_bbox_aux: 1.279753 loss_giou_aux: 1.696710 loss_mask_aux: 3.452070 loss_dice_aux: 3.203365 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.395974 loss: 34.361397 eta: 9:40:52 batch_cost: 0.5950 data_cost: 0.0019 ips: 13.4463 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:03] ppdet.engine.callbacks INFO: Epoch: [7] [110/264] learning_rate: 0.000100 loss_class: 3.140729 loss_bbox: 0.221320 loss_giou: 0.261818 loss_mask: 0.577271 loss_dice: 0.535282 loss_class_aux: 19.783155 loss_bbox_aux: 1.348709 loss_giou_aux: 1.713267 loss_mask_aux: 3.664051 loss_dice_aux: 3.278415 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.058382 loss: 37.750944 eta: 9:40:22 batch_cost: 0.5988 data_cost: 0.0024 ips: 13.3602 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:09] ppdet.engine.callbacks INFO: Epoch: [7] [120/264] learning_rate: 0.000100 loss_class: 3.626098 loss_bbox: 0.223082 loss_giou: 0.279901 loss_mask: 0.660753 loss_dice: 0.596396 loss_class_aux: 23.243232 loss_bbox_aux: 1.547942 loss_giou_aux: 1.898028 loss_mask_aux: 4.100913 loss_dice_aux: 3.678013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.725720 loss: 41.931694 eta: 9:39:55 batch_cost: 0.6068 data_cost: 0.0024 ips: 13.1838 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:15] ppdet.engine.callbacks INFO: Epoch: [7] [130/264] learning_rate: 0.000100 loss_class: 3.359957 loss_bbox: 0.201907 loss_giou: 0.268192 loss_mask: 0.549498 loss_dice: 0.555881 loss_class_aux: 20.425478 loss_bbox_aux: 1.396799 loss_giou_aux: 1.741927 loss_mask_aux: 3.500176 loss_dice_aux: 3.382061 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.455873 eta: 9:39:23 batch_cost: 0.5837 data_cost: 0.0018 ips: 13.7066 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:21] ppdet.engine.callbacks INFO: Epoch: [7] [140/264] learning_rate: 0.000100 loss_class: 3.393117 loss_bbox: 0.205934 loss_giou: 0.269705 loss_mask: 0.549211 loss_dice: 0.559947 loss_class_aux: 20.927406 loss_bbox_aux: 1.435607 loss_giou_aux: 1.741619 loss_mask_aux: 3.787905 loss_dice_aux: 3.447902 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.871166 loss: 38.434267 eta: 9:38:47 batch_cost: 0.5712 data_cost: 0.0020 ips: 14.0045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:27] ppdet.engine.callbacks INFO: Epoch: [7] [150/264] learning_rate: 0.000100 loss_class: 3.647771 loss_bbox: 0.218639 loss_giou: 0.278025 loss_mask: 0.626360 loss_dice: 0.603467 loss_class_aux: 22.202437 loss_bbox_aux: 1.553847 loss_giou_aux: 1.889364 loss_mask_aux: 4.027739 loss_dice_aux: 3.684261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.613050 loss: 39.768761 eta: 9:38:22 batch_cost: 0.6111 data_cost: 0.0020 ips: 13.0906 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:34] ppdet.engine.callbacks INFO: Epoch: [7] [160/264] learning_rate: 0.000100 loss_class: 3.675283 loss_bbox: 0.229758 loss_giou: 0.279599 loss_mask: 0.629055 loss_dice: 0.619797 loss_class_aux: 22.960407 loss_bbox_aux: 1.526419 loss_giou_aux: 1.852936 loss_mask_aux: 3.896362 loss_dice_aux: 3.939019 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.025276 eta: 9:38:07 batch_cost: 0.6527 data_cost: 0.0019 ips: 12.2565 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:40] ppdet.engine.callbacks INFO: Epoch: [7] [170/264] learning_rate: 0.000100 loss_class: 3.270468 loss_bbox: 0.196728 loss_giou: 0.263719 loss_mask: 0.596461 loss_dice: 0.569425 loss_class_aux: 20.640988 loss_bbox_aux: 1.370277 loss_giou_aux: 1.699390 loss_mask_aux: 3.501527 loss_dice_aux: 3.575640 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.988704 loss: 37.915915 eta: 9:37:40 batch_cost: 0.6022 data_cost: 0.0019 ips: 13.2840 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:46] ppdet.engine.callbacks INFO: Epoch: [7] [180/264] learning_rate: 0.000100 loss_class: 3.520987 loss_bbox: 0.210404 loss_giou: 0.270372 loss_mask: 0.531198 loss_dice: 0.554730 loss_class_aux: 21.833263 loss_bbox_aux: 1.360726 loss_giou_aux: 1.830355 loss_mask_aux: 3.418329 loss_dice_aux: 3.556704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.928453 loss: 39.303524 eta: 9:37:06 batch_cost: 0.5716 data_cost: 0.0017 ips: 13.9966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:53] ppdet.engine.callbacks INFO: Epoch: [7] [190/264] learning_rate: 0.000100 loss_class: 3.295839 loss_bbox: 0.179792 loss_giou: 0.251901 loss_mask: 0.466330 loss_dice: 0.481530 loss_class_aux: 20.802024 loss_bbox_aux: 1.217317 loss_giou_aux: 1.647305 loss_mask_aux: 2.838945 loss_dice_aux: 2.989408 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.885197 loss: 35.340107 eta: 9:36:35 batch_cost: 0.5850 data_cost: 0.0018 ips: 13.6741 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:18:59] ppdet.engine.callbacks INFO: Epoch: [7] [200/264] learning_rate: 0.000100 loss_class: 3.268862 loss_bbox: 0.183990 loss_giou: 0.285454 loss_mask: 0.504116 loss_dice: 0.503694 loss_class_aux: 19.410433 loss_bbox_aux: 1.257972 loss_giou_aux: 1.783471 loss_mask_aux: 3.341178 loss_dice_aux: 3.133564 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.363235 eta: 9:36:12 batch_cost: 0.6196 data_cost: 0.0025 ips: 12.9126 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:05] ppdet.engine.callbacks INFO: Epoch: [7] [210/264] learning_rate: 0.000100 loss_class: 3.428639 loss_bbox: 0.203583 loss_giou: 0.280153 loss_mask: 0.521052 loss_dice: 0.557440 loss_class_aux: 20.937042 loss_bbox_aux: 1.311905 loss_giou_aux: 1.782278 loss_mask_aux: 3.169517 loss_dice_aux: 3.289923 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.365858 eta: 9:35:40 batch_cost: 0.5775 data_cost: 0.0021 ips: 13.8523 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:11] ppdet.engine.callbacks INFO: Epoch: [7] [220/264] learning_rate: 0.000100 loss_class: 2.962471 loss_bbox: 0.191274 loss_giou: 0.258732 loss_mask: 0.485080 loss_dice: 0.509377 loss_class_aux: 19.684283 loss_bbox_aux: 1.293927 loss_giou_aux: 1.702223 loss_mask_aux: 2.913942 loss_dice_aux: 3.108265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.551228 eta: 9:35:10 batch_cost: 0.5848 data_cost: 0.0017 ips: 13.6795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:17] ppdet.engine.callbacks INFO: Epoch: [7] [230/264] learning_rate: 0.000100 loss_class: 3.427840 loss_bbox: 0.232869 loss_giou: 0.292537 loss_mask: 0.646599 loss_dice: 0.556901 loss_class_aux: 21.210878 loss_bbox_aux: 1.598042 loss_giou_aux: 1.892473 loss_mask_aux: 3.917416 loss_dice_aux: 3.430010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.548017 loss: 38.368456 eta: 9:34:30 batch_cost: 0.5453 data_cost: 0.0014 ips: 14.6716 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:23] ppdet.engine.callbacks INFO: Epoch: [7] [240/264] learning_rate: 0.000100 loss_class: 3.129258 loss_bbox: 0.194218 loss_giou: 0.250764 loss_mask: 0.593911 loss_dice: 0.535507 loss_class_aux: 19.947667 loss_bbox_aux: 1.394283 loss_giou_aux: 1.656888 loss_mask_aux: 3.720391 loss_dice_aux: 3.381652 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.693230 eta: 9:33:59 batch_cost: 0.5817 data_cost: 0.0014 ips: 13.7517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:29] ppdet.engine.callbacks INFO: Epoch: [7] [250/264] learning_rate: 0.000100 loss_class: 3.538495 loss_bbox: 0.225486 loss_giou: 0.277382 loss_mask: 0.706112 loss_dice: 0.603049 loss_class_aux: 22.036029 loss_bbox_aux: 1.451312 loss_giou_aux: 1.767513 loss_mask_aux: 4.387663 loss_dice_aux: 3.623594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.464563 eta: 9:33:29 batch_cost: 0.5803 data_cost: 0.0014 ips: 13.7860 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:35] ppdet.engine.callbacks INFO: Epoch: [7] [260/264] learning_rate: 0.000100 loss_class: 3.252715 loss_bbox: 0.210039 loss_giou: 0.262457 loss_mask: 0.631126 loss_dice: 0.565696 loss_class_aux: 19.665321 loss_bbox_aux: 1.395396 loss_giou_aux: 1.741525 loss_mask_aux: 3.481939 loss_dice_aux: 3.390776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.308558 eta: 9:32:52 batch_cost: 0.5546 data_cost: 0.0014 ips: 14.4254 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:19:43] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:19:43] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:19:51] ppdet.engine.callbacks INFO: Epoch: [8] [  0/264] learning_rate: 0.000100 loss_class: 3.380920 loss_bbox: 0.185883 loss_giou: 0.272590 loss_mask: 0.514544 loss_dice: 0.585823 loss_class_aux: 21.631079 loss_bbox_aux: 1.231641 loss_giou_aux: 1.781796 loss_mask_aux: 3.025278 loss_dice_aux: 3.517918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.251062 loss: 37.013990 eta: 9:37:11 batch_cost: 1.6965 data_cost: 1.0806 ips: 4.7156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:04] ppdet.engine.callbacks INFO: Epoch: [8] [ 10/264] learning_rate: 0.000100 loss_class: 3.310889 loss_bbox: 0.221995 loss_giou: 0.284895 loss_mask: 0.600897 loss_dice: 0.603702 loss_class_aux: 20.761584 loss_bbox_aux: 1.459104 loss_giou_aux: 1.860281 loss_mask_aux: 3.636197 loss_dice_aux: 3.673094 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.807412 loss: 37.732567 eta: 9:39:18 batch_cost: 1.2432 data_cost: 0.4189 ips: 6.4349 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:10] ppdet.engine.callbacks INFO: Epoch: [8] [ 20/264] learning_rate: 0.000100 loss_class: 3.340560 loss_bbox: 0.199278 loss_giou: 0.258717 loss_mask: 0.681297 loss_dice: 0.530175 loss_class_aux: 20.686325 loss_bbox_aux: 1.358031 loss_giou_aux: 1.645693 loss_mask_aux: 3.964399 loss_dice_aux: 3.252282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.126289 eta: 9:38:53 batch_cost: 0.6106 data_cost: 0.0024 ips: 13.1025 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:17] ppdet.engine.callbacks INFO: Epoch: [8] [ 30/264] learning_rate: 0.000100 loss_class: 4.189117 loss_bbox: 0.240817 loss_giou: 0.273174 loss_mask: 0.666109 loss_dice: 0.598466 loss_class_aux: 25.922171 loss_bbox_aux: 1.526838 loss_giou_aux: 1.800442 loss_mask_aux: 4.033121 loss_dice_aux: 3.670437 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.596970 loss: 44.266911 eta: 9:38:40 batch_cost: 0.6570 data_cost: 0.0024 ips: 12.1775 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:23] ppdet.engine.callbacks INFO: Epoch: [8] [ 40/264] learning_rate: 0.000100 loss_class: 3.054508 loss_bbox: 0.200139 loss_giou: 0.255006 loss_mask: 0.556468 loss_dice: 0.542025 loss_class_aux: 19.255050 loss_bbox_aux: 1.283283 loss_giou_aux: 1.701820 loss_mask_aux: 3.468531 loss_dice_aux: 3.274311 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.092394 eta: 9:38:10 batch_cost: 0.5895 data_cost: 0.0025 ips: 13.5701 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:30] ppdet.engine.callbacks INFO: Epoch: [8] [ 50/264] learning_rate: 0.000100 loss_class: 3.296489 loss_bbox: 0.199874 loss_giou: 0.264675 loss_mask: 0.586037 loss_dice: 0.541373 loss_class_aux: 20.042584 loss_bbox_aux: 1.327798 loss_giou_aux: 1.703304 loss_mask_aux: 3.606131 loss_dice_aux: 3.333510 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.245276 loss: 36.889959 eta: 9:37:48 batch_cost: 0.6204 data_cost: 0.0026 ips: 12.8953 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:36] ppdet.engine.callbacks INFO: Epoch: [8] [ 60/264] learning_rate: 0.000100 loss_class: 3.350343 loss_bbox: 0.197591 loss_giou: 0.293121 loss_mask: 0.473801 loss_dice: 0.542538 loss_class_aux: 20.882813 loss_bbox_aux: 1.283201 loss_giou_aux: 1.868466 loss_mask_aux: 2.936018 loss_dice_aux: 3.313519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.429772 loss: 37.999838 eta: 9:37:21 batch_cost: 0.5969 data_cost: 0.0019 ips: 13.4024 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:42] ppdet.engine.callbacks INFO: Epoch: [8] [ 70/264] learning_rate: 0.000100 loss_class: 3.383673 loss_bbox: 0.205411 loss_giou: 0.270328 loss_mask: 0.564693 loss_dice: 0.595480 loss_class_aux: 21.019407 loss_bbox_aux: 1.486187 loss_giou_aux: 1.793820 loss_mask_aux: 3.564176 loss_dice_aux: 3.505957 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.484138 loss: 36.814844 eta: 9:36:52 batch_cost: 0.5883 data_cost: 0.0020 ips: 13.5990 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:49] ppdet.engine.callbacks INFO: Epoch: [8] [ 80/264] learning_rate: 0.000100 loss_class: 3.049690 loss_bbox: 0.178980 loss_giou: 0.245694 loss_mask: 0.489290 loss_dice: 0.541789 loss_class_aux: 19.089972 loss_bbox_aux: 1.201717 loss_giou_aux: 1.605734 loss_mask_aux: 3.150725 loss_dice_aux: 3.328655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.131475 eta: 9:36:32 batch_cost: 0.6290 data_cost: 0.0021 ips: 12.7183 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:20:55] ppdet.engine.callbacks INFO: Epoch: [8] [ 90/264] learning_rate: 0.000100 loss_class: 3.328104 loss_bbox: 0.196392 loss_giou: 0.283495 loss_mask: 0.559704 loss_dice: 0.572462 loss_class_aux: 20.489378 loss_bbox_aux: 1.330294 loss_giou_aux: 1.867449 loss_mask_aux: 3.470292 loss_dice_aux: 3.624207 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.935256 loss: 36.500547 eta: 9:36:01 batch_cost: 0.5762 data_cost: 0.0023 ips: 13.8835 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:01] ppdet.engine.callbacks INFO: Epoch: [8] [100/264] learning_rate: 0.000100 loss_class: 3.422348 loss_bbox: 0.193676 loss_giou: 0.281816 loss_mask: 0.523885 loss_dice: 0.516922 loss_class_aux: 21.443377 loss_bbox_aux: 1.304614 loss_giou_aux: 1.784989 loss_mask_aux: 3.462159 loss_dice_aux: 3.191555 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.733810 eta: 9:35:33 batch_cost: 0.5896 data_cost: 0.0021 ips: 13.5686 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:07] ppdet.engine.callbacks INFO: Epoch: [8] [110/264] learning_rate: 0.000100 loss_class: 3.045779 loss_bbox: 0.189877 loss_giou: 0.249794 loss_mask: 0.595268 loss_dice: 0.494645 loss_class_aux: 19.228176 loss_bbox_aux: 1.273198 loss_giou_aux: 1.618965 loss_mask_aux: 3.709924 loss_dice_aux: 3.103567 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.462432 loss: 35.070312 eta: 9:35:04 batch_cost: 0.5850 data_cost: 0.0021 ips: 13.6754 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:13] ppdet.engine.callbacks INFO: Epoch: [8] [120/264] learning_rate: 0.000100 loss_class: 3.643237 loss_bbox: 0.196128 loss_giou: 0.283531 loss_mask: 0.559204 loss_dice: 0.518403 loss_class_aux: 21.954718 loss_bbox_aux: 1.335736 loss_giou_aux: 1.884912 loss_mask_aux: 3.650294 loss_dice_aux: 3.388723 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.919435 loss: 40.096096 eta: 9:34:29 batch_cost: 0.5587 data_cost: 0.0022 ips: 14.3199 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:19] ppdet.engine.callbacks INFO: Epoch: [8] [130/264] learning_rate: 0.000100 loss_class: 3.223244 loss_bbox: 0.198968 loss_giou: 0.306262 loss_mask: 0.515112 loss_dice: 0.583126 loss_class_aux: 20.221638 loss_bbox_aux: 1.300485 loss_giou_aux: 1.985190 loss_mask_aux: 3.160932 loss_dice_aux: 3.554009 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.359174 loss: 36.008623 eta: 9:34:00 batch_cost: 0.5826 data_cost: 0.0020 ips: 13.7317 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:26] ppdet.engine.callbacks INFO: Epoch: [8] [140/264] learning_rate: 0.000100 loss_class: 3.733536 loss_bbox: 0.198733 loss_giou: 0.243712 loss_mask: 0.571409 loss_dice: 0.534666 loss_class_aux: 22.342051 loss_bbox_aux: 1.262730 loss_giou_aux: 1.583386 loss_mask_aux: 3.655070 loss_dice_aux: 3.391676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.381765 eta: 9:33:44 batch_cost: 0.6433 data_cost: 0.0025 ips: 12.4351 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:32] ppdet.engine.callbacks INFO: Epoch: [8] [150/264] learning_rate: 0.000100 loss_class: 3.169581 loss_bbox: 0.242379 loss_giou: 0.271258 loss_mask: 0.632204 loss_dice: 0.553633 loss_class_aux: 20.686835 loss_bbox_aux: 1.617185 loss_giou_aux: 1.750341 loss_mask_aux: 3.798181 loss_dice_aux: 3.326825 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.167693 loss: 36.961042 eta: 9:33:09 batch_cost: 0.5514 data_cost: 0.0022 ips: 14.5080 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:38] ppdet.engine.callbacks INFO: Epoch: [8] [160/264] learning_rate: 0.000100 loss_class: 3.695047 loss_bbox: 0.222201 loss_giou: 0.285819 loss_mask: 0.699854 loss_dice: 0.559447 loss_class_aux: 24.166666 loss_bbox_aux: 1.551547 loss_giou_aux: 1.788689 loss_mask_aux: 4.411933 loss_dice_aux: 3.451391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.736406 loss: 41.538271 eta: 9:32:42 batch_cost: 0.5930 data_cost: 0.0028 ips: 13.4897 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:45] ppdet.engine.callbacks INFO: Epoch: [8] [170/264] learning_rate: 0.000100 loss_class: 3.331243 loss_bbox: 0.250621 loss_giou: 0.256588 loss_mask: 0.570102 loss_dice: 0.602985 loss_class_aux: 21.601145 loss_bbox_aux: 1.636405 loss_giou_aux: 1.701196 loss_mask_aux: 3.301519 loss_dice_aux: 3.842992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 40.734699 eta: 9:32:22 batch_cost: 0.6187 data_cost: 0.0024 ips: 12.9313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:51] ppdet.engine.callbacks INFO: Epoch: [8] [180/264] learning_rate: 0.000100 loss_class: 3.171520 loss_bbox: 0.218199 loss_giou: 0.293537 loss_mask: 0.565315 loss_dice: 0.576221 loss_class_aux: 19.671195 loss_bbox_aux: 1.430755 loss_giou_aux: 1.881359 loss_mask_aux: 3.436660 loss_dice_aux: 3.506845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.847925 eta: 9:31:57 batch_cost: 0.5971 data_cost: 0.0026 ips: 13.3989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:21:58] ppdet.engine.callbacks INFO: Epoch: [8] [190/264] learning_rate: 0.000100 loss_class: 3.021764 loss_bbox: 0.184793 loss_giou: 0.261220 loss_mask: 0.497584 loss_dice: 0.531089 loss_class_aux: 18.767048 loss_bbox_aux: 1.243213 loss_giou_aux: 1.688579 loss_mask_aux: 2.978955 loss_dice_aux: 3.260876 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.828379 loss: 34.788094 eta: 9:31:44 batch_cost: 0.6521 data_cost: 0.0021 ips: 12.2672 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:04] ppdet.engine.callbacks INFO: Epoch: [8] [200/264] learning_rate: 0.000100 loss_class: 3.239983 loss_bbox: 0.185499 loss_giou: 0.265502 loss_mask: 0.509747 loss_dice: 0.538939 loss_class_aux: 20.144061 loss_bbox_aux: 1.231317 loss_giou_aux: 1.772768 loss_mask_aux: 3.247022 loss_dice_aux: 3.450174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.083795 loss: 36.149097 eta: 9:31:26 batch_cost: 0.6261 data_cost: 0.0018 ips: 12.7778 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:10] ppdet.engine.callbacks INFO: Epoch: [8] [210/264] learning_rate: 0.000100 loss_class: 3.246239 loss_bbox: 0.182058 loss_giou: 0.232461 loss_mask: 0.588051 loss_dice: 0.523629 loss_class_aux: 20.810238 loss_bbox_aux: 1.328751 loss_giou_aux: 1.530040 loss_mask_aux: 3.639490 loss_dice_aux: 3.177223 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.439953 eta: 9:31:01 batch_cost: 0.5952 data_cost: 0.0017 ips: 13.4402 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:17] ppdet.engine.callbacks INFO: Epoch: [8] [220/264] learning_rate: 0.000100 loss_class: 3.427396 loss_bbox: 0.198543 loss_giou: 0.277295 loss_mask: 0.522992 loss_dice: 0.555147 loss_class_aux: 20.741289 loss_bbox_aux: 1.393997 loss_giou_aux: 1.751510 loss_mask_aux: 3.438579 loss_dice_aux: 3.435778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.922220 loss: 35.973186 eta: 9:30:37 batch_cost: 0.6018 data_cost: 0.0018 ips: 13.2924 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:23] ppdet.engine.callbacks INFO: Epoch: [8] [230/264] learning_rate: 0.000100 loss_class: 3.558513 loss_bbox: 0.248149 loss_giou: 0.298814 loss_mask: 0.760073 loss_dice: 0.618396 loss_class_aux: 22.359736 loss_bbox_aux: 1.671405 loss_giou_aux: 1.851682 loss_mask_aux: 4.569695 loss_dice_aux: 3.769325 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.561768 eta: 9:30:12 batch_cost: 0.5922 data_cost: 0.0015 ips: 13.5091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:29] ppdet.engine.callbacks INFO: Epoch: [8] [240/264] learning_rate: 0.000100 loss_class: 2.819514 loss_bbox: 0.184989 loss_giou: 0.237661 loss_mask: 0.529143 loss_dice: 0.544530 loss_class_aux: 18.224411 loss_bbox_aux: 1.206749 loss_giou_aux: 1.650810 loss_mask_aux: 3.150325 loss_dice_aux: 3.303741 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.447424 loss: 33.529446 eta: 9:29:37 batch_cost: 0.5459 data_cost: 0.0014 ips: 14.6535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:35] ppdet.engine.callbacks INFO: Epoch: [8] [250/264] learning_rate: 0.000100 loss_class: 2.881162 loss_bbox: 0.210303 loss_giou: 0.264806 loss_mask: 0.570962 loss_dice: 0.504871 loss_class_aux: 18.569151 loss_bbox_aux: 1.344575 loss_giou_aux: 1.657661 loss_mask_aux: 3.300369 loss_dice_aux: 3.155339 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.304764 eta: 9:29:11 batch_cost: 0.5874 data_cost: 0.0014 ips: 13.6183 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:40] ppdet.engine.callbacks INFO: Epoch: [8] [260/264] learning_rate: 0.000100 loss_class: 3.377380 loss_bbox: 0.216729 loss_giou: 0.299677 loss_mask: 0.543609 loss_dice: 0.608474 loss_class_aux: 21.378803 loss_bbox_aux: 1.428267 loss_giou_aux: 1.841392 loss_mask_aux: 3.446684 loss_dice_aux: 3.677442 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.445152 eta: 9:28:37 batch_cost: 0.5496 data_cost: 0.0014 ips: 14.5559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:22:58] ppdet.engine.callbacks INFO: Epoch: [9] [  0/264] learning_rate: 0.000100 loss_class: 3.419828 loss_bbox: 0.207534 loss_giou: 0.268425 loss_mask: 0.543609 loss_dice: 0.624017 loss_class_aux: 21.401678 loss_bbox_aux: 1.376561 loss_giou_aux: 1.723040 loss_mask_aux: 3.446684 loss_dice_aux: 3.586747 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640230 loss: 39.688410 eta: 9:32:54 batch_cost: 1.8167 data_cost: 1.2017 ips: 4.4036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:08] ppdet.engine.callbacks INFO: Epoch: [9] [ 10/264] learning_rate: 0.000100 loss_class: 3.526183 loss_bbox: 0.192619 loss_giou: 0.295681 loss_mask: 0.519193 loss_dice: 0.573922 loss_class_aux: 21.982117 loss_bbox_aux: 1.374228 loss_giou_aux: 1.908638 loss_mask_aux: 3.288035 loss_dice_aux: 3.562051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.481682 eta: 9:33:39 batch_cost: 0.9276 data_cost: 0.0358 ips: 8.6247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:15] ppdet.engine.callbacks INFO: Epoch: [9] [ 20/264] learning_rate: 0.000100 loss_class: 3.948510 loss_bbox: 0.222968 loss_giou: 0.253593 loss_mask: 0.626085 loss_dice: 0.564519 loss_class_aux: 24.500992 loss_bbox_aux: 1.473781 loss_giou_aux: 1.661407 loss_mask_aux: 4.167870 loss_dice_aux: 3.665199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 41.858696 eta: 9:33:20 batch_cost: 0.6214 data_cost: 0.0028 ips: 12.8736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:22] ppdet.engine.callbacks INFO: Epoch: [9] [ 30/264] learning_rate: 0.000100 loss_class: 3.365002 loss_bbox: 0.195939 loss_giou: 0.254241 loss_mask: 0.534461 loss_dice: 0.522280 loss_class_aux: 20.614765 loss_bbox_aux: 1.278801 loss_giou_aux: 1.732326 loss_mask_aux: 3.459781 loss_dice_aux: 3.157599 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.615596 loss: 36.937412 eta: 9:33:17 batch_cost: 0.7028 data_cost: 0.0024 ips: 11.3835 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:29] ppdet.engine.callbacks INFO: Epoch: [9] [ 40/264] learning_rate: 0.000100 loss_class: 2.925498 loss_bbox: 0.185750 loss_giou: 0.249820 loss_mask: 0.544657 loss_dice: 0.512185 loss_class_aux: 18.658512 loss_bbox_aux: 1.242510 loss_giou_aux: 1.591126 loss_mask_aux: 3.209099 loss_dice_aux: 3.108297 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.676369 eta: 9:33:02 batch_cost: 0.6411 data_cost: 0.0026 ips: 12.4778 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:35] ppdet.engine.callbacks INFO: Epoch: [9] [ 50/264] learning_rate: 0.000100 loss_class: 3.778538 loss_bbox: 0.212645 loss_giou: 0.286656 loss_mask: 0.555348 loss_dice: 0.524463 loss_class_aux: 23.109630 loss_bbox_aux: 1.337124 loss_giou_aux: 1.804419 loss_mask_aux: 3.411680 loss_dice_aux: 3.315991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.996641 eta: 9:32:32 batch_cost: 0.5752 data_cost: 0.0018 ips: 13.9082 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:41] ppdet.engine.callbacks INFO: Epoch: [9] [ 60/264] learning_rate: 0.000100 loss_class: 3.155864 loss_bbox: 0.241956 loss_giou: 0.256481 loss_mask: 0.706603 loss_dice: 0.615810 loss_class_aux: 20.153086 loss_bbox_aux: 1.503891 loss_giou_aux: 1.686294 loss_mask_aux: 4.119183 loss_dice_aux: 3.582587 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.972950 eta: 9:32:04 batch_cost: 0.5782 data_cost: 0.0020 ips: 13.8352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:48] ppdet.engine.callbacks INFO: Epoch: [9] [ 70/264] learning_rate: 0.000100 loss_class: 2.722407 loss_bbox: 0.179085 loss_giou: 0.237059 loss_mask: 0.482936 loss_dice: 0.489651 loss_class_aux: 17.160378 loss_bbox_aux: 1.266828 loss_giou_aux: 1.563691 loss_mask_aux: 3.142343 loss_dice_aux: 2.956008 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.506707 eta: 9:31:49 batch_cost: 0.6428 data_cost: 0.0025 ips: 12.4446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:23:54] ppdet.engine.callbacks INFO: Epoch: [9] [ 80/264] learning_rate: 0.000100 loss_class: 3.321602 loss_bbox: 0.222697 loss_giou: 0.268737 loss_mask: 0.691369 loss_dice: 0.590269 loss_class_aux: 21.509459 loss_bbox_aux: 1.465750 loss_giou_aux: 1.744071 loss_mask_aux: 4.256281 loss_dice_aux: 3.421602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.929893 loss: 40.438864 eta: 9:31:27 batch_cost: 0.6064 data_cost: 0.0022 ips: 13.1924 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:00] ppdet.engine.callbacks INFO: Epoch: [9] [ 90/264] learning_rate: 0.000100 loss_class: 3.328459 loss_bbox: 0.230824 loss_giou: 0.256382 loss_mask: 0.645589 loss_dice: 0.545427 loss_class_aux: 21.549204 loss_bbox_aux: 1.465080 loss_giou_aux: 1.669427 loss_mask_aux: 3.897818 loss_dice_aux: 3.291250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.382178 loss: 37.190607 eta: 9:31:06 batch_cost: 0.6087 data_cost: 0.0018 ips: 13.1418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:06] ppdet.engine.callbacks INFO: Epoch: [9] [100/264] learning_rate: 0.000100 loss_class: 3.263521 loss_bbox: 0.226185 loss_giou: 0.295224 loss_mask: 0.596262 loss_dice: 0.573929 loss_class_aux: 20.338939 loss_bbox_aux: 1.421199 loss_giou_aux: 1.873852 loss_mask_aux: 3.380407 loss_dice_aux: 3.466351 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.064953 loss: 36.182621 eta: 9:30:35 batch_cost: 0.5629 data_cost: 0.0019 ips: 14.2109 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:13] ppdet.engine.callbacks INFO: Epoch: [9] [110/264] learning_rate: 0.000100 loss_class: 3.196870 loss_bbox: 0.181459 loss_giou: 0.274257 loss_mask: 0.455472 loss_dice: 0.565353 loss_class_aux: 19.773561 loss_bbox_aux: 1.240101 loss_giou_aux: 1.735089 loss_mask_aux: 2.872314 loss_dice_aux: 3.494313 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496384 loss: 34.602217 eta: 9:30:10 batch_cost: 0.5923 data_cost: 0.0020 ips: 13.5073 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:19] ppdet.engine.callbacks INFO: Epoch: [9] [120/264] learning_rate: 0.000100 loss_class: 3.476103 loss_bbox: 0.253296 loss_giou: 0.283124 loss_mask: 0.591135 loss_dice: 0.625072 loss_class_aux: 22.018464 loss_bbox_aux: 1.598394 loss_giou_aux: 1.809793 loss_mask_aux: 3.726963 loss_dice_aux: 3.670672 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.595881 eta: 9:29:56 batch_cost: 0.6421 data_cost: 0.0023 ips: 12.4583 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:25] ppdet.engine.callbacks INFO: Epoch: [9] [130/264] learning_rate: 0.000100 loss_class: 3.265903 loss_bbox: 0.221719 loss_giou: 0.282828 loss_mask: 0.570526 loss_dice: 0.624691 loss_class_aux: 20.463338 loss_bbox_aux: 1.426595 loss_giou_aux: 1.781092 loss_mask_aux: 3.534804 loss_dice_aux: 3.650280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.822594 eta: 9:29:23 batch_cost: 0.5470 data_cost: 0.0020 ips: 14.6250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:31] ppdet.engine.callbacks INFO: Epoch: [9] [140/264] learning_rate: 0.000100 loss_class: 2.931753 loss_bbox: 0.193320 loss_giou: 0.224419 loss_mask: 0.548099 loss_dice: 0.502422 loss_class_aux: 18.958747 loss_bbox_aux: 1.300600 loss_giou_aux: 1.525504 loss_mask_aux: 3.255248 loss_dice_aux: 2.906503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.837629 loss: 34.384825 eta: 9:28:55 batch_cost: 0.5732 data_cost: 0.0018 ips: 13.9558 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:37] ppdet.engine.callbacks INFO: Epoch: [9] [150/264] learning_rate: 0.000100 loss_class: 2.755924 loss_bbox: 0.198983 loss_giou: 0.278513 loss_mask: 0.461282 loss_dice: 0.506701 loss_class_aux: 17.411423 loss_bbox_aux: 1.202935 loss_giou_aux: 1.737461 loss_mask_aux: 2.829063 loss_dice_aux: 3.056656 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.119659 eta: 9:28:28 batch_cost: 0.5799 data_cost: 0.0020 ips: 13.7948 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:44] ppdet.engine.callbacks INFO: Epoch: [9] [160/264] learning_rate: 0.000100 loss_class: 3.271701 loss_bbox: 0.208789 loss_giou: 0.281348 loss_mask: 0.671296 loss_dice: 0.550455 loss_class_aux: 20.412184 loss_bbox_aux: 1.465191 loss_giou_aux: 1.830456 loss_mask_aux: 3.933442 loss_dice_aux: 3.393649 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.489430 loss: 35.470619 eta: 9:28:13 batch_cost: 0.6359 data_cost: 0.0025 ips: 12.5808 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:44] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:24:44] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:24:50] ppdet.engine.callbacks INFO: Epoch: [9] [170/264] learning_rate: 0.000100 loss_class: 3.411291 loss_bbox: 0.213789 loss_giou: 0.292285 loss_mask: 0.531730 loss_dice: 0.595597 loss_class_aux: 22.195776 loss_bbox_aux: 1.398021 loss_giou_aux: 1.879745 loss_mask_aux: 3.469003 loss_dice_aux: 3.626489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.018505 eta: 9:27:50 batch_cost: 0.5955 data_cost: 0.0021 ips: 13.4339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:24:57] ppdet.engine.callbacks INFO: Epoch: [9] [180/264] learning_rate: 0.000100 loss_class: 3.466595 loss_bbox: 0.210270 loss_giou: 0.275944 loss_mask: 0.656746 loss_dice: 0.578025 loss_class_aux: 21.302773 loss_bbox_aux: 1.269103 loss_giou_aux: 1.794270 loss_mask_aux: 3.788105 loss_dice_aux: 3.488032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.627911 eta: 9:27:31 batch_cost: 0.6159 data_cost: 0.0022 ips: 12.9898 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:03] ppdet.engine.callbacks INFO: Epoch: [9] [190/264] learning_rate: 0.000100 loss_class: 2.906428 loss_bbox: 0.189173 loss_giou: 0.283610 loss_mask: 0.477969 loss_dice: 0.562869 loss_class_aux: 18.590975 loss_bbox_aux: 1.300536 loss_giou_aux: 1.882545 loss_mask_aux: 2.978544 loss_dice_aux: 3.361191 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.533766 loss: 34.198107 eta: 9:27:06 batch_cost: 0.5858 data_cost: 0.0023 ips: 13.6569 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:09] ppdet.engine.callbacks INFO: Epoch: [9] [200/264] learning_rate: 0.000100 loss_class: 3.221601 loss_bbox: 0.206946 loss_giou: 0.261721 loss_mask: 0.548828 loss_dice: 0.517891 loss_class_aux: 20.537441 loss_bbox_aux: 1.386136 loss_giou_aux: 1.702896 loss_mask_aux: 3.287234 loss_dice_aux: 3.096837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.576818 eta: 9:26:48 batch_cost: 0.6220 data_cost: 0.0024 ips: 12.8615 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:15] ppdet.engine.callbacks INFO: Epoch: [9] [210/264] learning_rate: 0.000100 loss_class: 2.858995 loss_bbox: 0.187287 loss_giou: 0.281381 loss_mask: 0.508631 loss_dice: 0.580359 loss_class_aux: 18.526050 loss_bbox_aux: 1.201706 loss_giou_aux: 1.770865 loss_mask_aux: 3.259400 loss_dice_aux: 3.449114 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.009885 eta: 9:26:19 batch_cost: 0.5619 data_cost: 0.0018 ips: 14.2363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:22] ppdet.engine.callbacks INFO: Epoch: [9] [220/264] learning_rate: 0.000100 loss_class: 3.400253 loss_bbox: 0.216579 loss_giou: 0.295617 loss_mask: 0.560920 loss_dice: 0.581354 loss_class_aux: 20.984707 loss_bbox_aux: 1.365301 loss_giou_aux: 1.891331 loss_mask_aux: 3.414456 loss_dice_aux: 3.496733 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.801630 eta: 9:26:00 batch_cost: 0.6135 data_cost: 0.0019 ips: 13.0390 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:28] ppdet.engine.callbacks INFO: Epoch: [9] [230/264] learning_rate: 0.000100 loss_class: 3.656262 loss_bbox: 0.221799 loss_giou: 0.265510 loss_mask: 0.624517 loss_dice: 0.615161 loss_class_aux: 22.699095 loss_bbox_aux: 1.364006 loss_giou_aux: 1.713049 loss_mask_aux: 3.865231 loss_dice_aux: 3.858102 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.712012 loss: 38.603556 eta: 9:25:35 batch_cost: 0.5776 data_cost: 0.0021 ips: 13.8507 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:33] ppdet.engine.callbacks INFO: Epoch: [9] [240/264] learning_rate: 0.000100 loss_class: 3.217719 loss_bbox: 0.213997 loss_giou: 0.269580 loss_mask: 0.554101 loss_dice: 0.583836 loss_class_aux: 20.469622 loss_bbox_aux: 1.448259 loss_giou_aux: 1.751027 loss_mask_aux: 3.430611 loss_dice_aux: 3.552520 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.109049 eta: 9:25:05 batch_cost: 0.5550 data_cost: 0.0021 ips: 14.4136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:39] ppdet.engine.callbacks INFO: Epoch: [9] [250/264] learning_rate: 0.000100 loss_class: 3.064270 loss_bbox: 0.202395 loss_giou: 0.280822 loss_mask: 0.543660 loss_dice: 0.560377 loss_class_aux: 19.054719 loss_bbox_aux: 1.337775 loss_giou_aux: 1.765162 loss_mask_aux: 3.360493 loss_dice_aux: 3.357837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.010607 eta: 9:24:38 batch_cost: 0.5730 data_cost: 0.0022 ips: 13.9607 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:45] ppdet.engine.callbacks INFO: Epoch: [9] [260/264] learning_rate: 0.000100 loss_class: 3.226235 loss_bbox: 0.204591 loss_giou: 0.257963 loss_mask: 0.534523 loss_dice: 0.475918 loss_class_aux: 20.314859 loss_bbox_aux: 1.259843 loss_giou_aux: 1.699409 loss_mask_aux: 3.038482 loss_dice_aux: 3.008205 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.930798 loss: 36.118055 eta: 9:24:05 batch_cost: 0.5381 data_cost: 0.0022 ips: 14.8662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:25:51] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/9
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:25:56] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/9/inference/inference.yml
[05/13 19:25:56] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:25:56] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/9/inference
[05/13 19:25:58] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 19:26:06] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 19:26:14] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 19:26:17] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:26:17] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.51s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.62s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.510
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.720
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.552
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.347
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.750
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750
[05/13 19:26:19] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.902999742953936
[05/13 19:26:19] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 19:26:19] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/9
[05/13 19:26:19] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 19:26:19] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 19:26:22] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:26:28] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 19:26:28] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:26:28] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 19:26:45] ppdet.engine.callbacks INFO: Epoch: [10] [  0/264] learning_rate: 0.000100 loss_class: 3.234105 loss_bbox: 0.188108 loss_giou: 0.253857 loss_mask: 0.548882 loss_dice: 0.464999 loss_class_aux: 20.279527 loss_bbox_aux: 1.207781 loss_giou_aux: 1.630158 loss_mask_aux: 3.275031 loss_dice_aux: 2.895375 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.064338 loss: 35.202419 eta: 9:28:56 batch_cost: 2.1249 data_cost: 1.5434 ips: 3.7649 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:26:54] ppdet.engine.callbacks INFO: Epoch: [10] [ 10/264] learning_rate: 0.000100 loss_class: 2.935499 loss_bbox: 0.204876 loss_giou: 0.274399 loss_mask: 0.617596 loss_dice: 0.573461 loss_class_aux: 19.290237 loss_bbox_aux: 1.475927 loss_giou_aux: 1.697984 loss_mask_aux: 3.892701 loss_dice_aux: 3.521139 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.669073 loss: 35.298515 eta: 9:29:19 batch_cost: 0.8406 data_cost: 0.0027 ips: 9.5166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:00] ppdet.engine.callbacks INFO: Epoch: [10] [ 20/264] learning_rate: 0.000100 loss_class: 3.204013 loss_bbox: 0.256468 loss_giou: 0.297796 loss_mask: 0.675007 loss_dice: 0.654257 loss_class_aux: 20.597775 loss_bbox_aux: 1.651055 loss_giou_aux: 1.865931 loss_mask_aux: 3.891516 loss_dice_aux: 3.873840 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.706193 loss: 37.114738 eta: 9:28:57 batch_cost: 0.5988 data_cost: 0.0023 ips: 13.3594 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:07] ppdet.engine.callbacks INFO: Epoch: [10] [ 30/264] learning_rate: 0.000100 loss_class: 3.113628 loss_bbox: 0.204587 loss_giou: 0.278113 loss_mask: 0.538538 loss_dice: 0.573585 loss_class_aux: 19.770810 loss_bbox_aux: 1.351332 loss_giou_aux: 1.811795 loss_mask_aux: 3.362073 loss_dice_aux: 3.630096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.385592 eta: 9:28:44 batch_cost: 0.6467 data_cost: 0.0025 ips: 12.3699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:13] ppdet.engine.callbacks INFO: Epoch: [10] [ 40/264] learning_rate: 0.000100 loss_class: 2.931736 loss_bbox: 0.182442 loss_giou: 0.266639 loss_mask: 0.503935 loss_dice: 0.526128 loss_class_aux: 18.565063 loss_bbox_aux: 1.258182 loss_giou_aux: 1.729439 loss_mask_aux: 3.285338 loss_dice_aux: 3.082395 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.764946 eta: 9:28:17 batch_cost: 0.5723 data_cost: 0.0021 ips: 13.9797 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:18] ppdet.engine.callbacks INFO: Epoch: [10] [ 50/264] learning_rate: 0.000100 loss_class: 2.847036 loss_bbox: 0.193928 loss_giou: 0.241729 loss_mask: 0.515415 loss_dice: 0.484670 loss_class_aux: 18.322102 loss_bbox_aux: 1.284697 loss_giou_aux: 1.522151 loss_mask_aux: 3.184150 loss_dice_aux: 2.882862 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.555852 loss: 32.808510 eta: 9:27:46 batch_cost: 0.5541 data_cost: 0.0025 ips: 14.4386 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:24] ppdet.engine.callbacks INFO: Epoch: [10] [ 60/264] learning_rate: 0.000100 loss_class: 3.281077 loss_bbox: 0.230469 loss_giou: 0.272361 loss_mask: 0.657949 loss_dice: 0.525029 loss_class_aux: 20.924576 loss_bbox_aux: 1.504912 loss_giou_aux: 1.742415 loss_mask_aux: 3.917407 loss_dice_aux: 3.241650 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.053821 loss: 36.365038 eta: 9:27:19 batch_cost: 0.5696 data_cost: 0.0022 ips: 14.0448 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:31] ppdet.engine.callbacks INFO: Epoch: [10] [ 70/264] learning_rate: 0.000100 loss_class: 3.548581 loss_bbox: 0.177194 loss_giou: 0.258583 loss_mask: 0.484811 loss_dice: 0.512645 loss_class_aux: 22.234457 loss_bbox_aux: 1.156101 loss_giou_aux: 1.652234 loss_mask_aux: 3.043366 loss_dice_aux: 3.156224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.608062 loss: 36.232193 eta: 9:26:56 batch_cost: 0.5934 data_cost: 0.0029 ips: 13.4813 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:37] ppdet.engine.callbacks INFO: Epoch: [10] [ 80/264] learning_rate: 0.000100 loss_class: 3.630891 loss_bbox: 0.246941 loss_giou: 0.282297 loss_mask: 0.628231 loss_dice: 0.625841 loss_class_aux: 23.534877 loss_bbox_aux: 1.553421 loss_giou_aux: 1.812586 loss_mask_aux: 4.001235 loss_dice_aux: 3.818594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.988834 loss: 41.271330 eta: 9:26:39 batch_cost: 0.6232 data_cost: 0.0024 ips: 12.8367 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:43] ppdet.engine.callbacks INFO: Epoch: [10] [ 90/264] learning_rate: 0.000100 loss_class: 2.877501 loss_bbox: 0.191580 loss_giou: 0.246622 loss_mask: 0.534396 loss_dice: 0.535691 loss_class_aux: 18.198888 loss_bbox_aux: 1.230642 loss_giou_aux: 1.581339 loss_mask_aux: 3.354734 loss_dice_aux: 3.102788 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.914551 eta: 9:26:10 batch_cost: 0.5576 data_cost: 0.0022 ips: 14.3474 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:49] ppdet.engine.callbacks INFO: Epoch: [10] [100/264] learning_rate: 0.000100 loss_class: 3.366104 loss_bbox: 0.187998 loss_giou: 0.272794 loss_mask: 0.595145 loss_dice: 0.542881 loss_class_aux: 21.332902 loss_bbox_aux: 1.281055 loss_giou_aux: 1.770335 loss_mask_aux: 3.625795 loss_dice_aux: 3.336993 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.488464 eta: 9:25:50 batch_cost: 0.6053 data_cost: 0.0022 ips: 13.2162 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:27:55] ppdet.engine.callbacks INFO: Epoch: [10] [110/264] learning_rate: 0.000100 loss_class: 2.805920 loss_bbox: 0.180701 loss_giou: 0.244399 loss_mask: 0.494784 loss_dice: 0.501023 loss_class_aux: 17.414797 loss_bbox_aux: 1.145104 loss_giou_aux: 1.646157 loss_mask_aux: 3.003293 loss_dice_aux: 3.138578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.190698 eta: 9:25:26 batch_cost: 0.5823 data_cost: 0.0026 ips: 13.7378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:01] ppdet.engine.callbacks INFO: Epoch: [10] [120/264] learning_rate: 0.000100 loss_class: 3.135405 loss_bbox: 0.193039 loss_giou: 0.251134 loss_mask: 0.442005 loss_dice: 0.529019 loss_class_aux: 19.188869 loss_bbox_aux: 1.227737 loss_giou_aux: 1.604702 loss_mask_aux: 2.700021 loss_dice_aux: 3.014445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.139381 eta: 9:24:59 batch_cost: 0.5655 data_cost: 0.0033 ips: 14.1462 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:05] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:28:05] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:28:08] ppdet.engine.callbacks INFO: Epoch: [10] [130/264] learning_rate: 0.000100 loss_class: 2.959028 loss_bbox: 0.219934 loss_giou: 0.270943 loss_mask: 0.542647 loss_dice: 0.540511 loss_class_aux: 19.050402 loss_bbox_aux: 1.386908 loss_giou_aux: 1.790281 loss_mask_aux: 3.427571 loss_dice_aux: 3.350460 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.482528 loss: 34.000883 eta: 9:24:35 batch_cost: 0.5849 data_cost: 0.0021 ips: 13.6768 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:13] ppdet.engine.callbacks INFO: Epoch: [10] [140/264] learning_rate: 0.000100 loss_class: 3.176548 loss_bbox: 0.210765 loss_giou: 0.270232 loss_mask: 0.652334 loss_dice: 0.583214 loss_class_aux: 20.444999 loss_bbox_aux: 1.373719 loss_giou_aux: 1.706849 loss_mask_aux: 3.942035 loss_dice_aux: 3.509837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.741053 eta: 9:24:05 batch_cost: 0.5452 data_cost: 0.0019 ips: 14.6725 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:20] ppdet.engine.callbacks INFO: Epoch: [10] [150/264] learning_rate: 0.000100 loss_class: 2.731591 loss_bbox: 0.171089 loss_giou: 0.251191 loss_mask: 0.480549 loss_dice: 0.502356 loss_class_aux: 17.119388 loss_bbox_aux: 1.140474 loss_giou_aux: 1.605225 loss_mask_aux: 2.878357 loss_dice_aux: 2.982679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.586131 eta: 9:23:53 batch_cost: 0.6457 data_cost: 0.0024 ips: 12.3906 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:27] ppdet.engine.callbacks INFO: Epoch: [10] [160/264] learning_rate: 0.000100 loss_class: 3.216009 loss_bbox: 0.254686 loss_giou: 0.301402 loss_mask: 0.689113 loss_dice: 0.606986 loss_class_aux: 20.369994 loss_bbox_aux: 1.575603 loss_giou_aux: 1.875125 loss_mask_aux: 4.129970 loss_dice_aux: 3.643792 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.365292 loss: 36.565218 eta: 9:23:35 batch_cost: 0.6147 data_cost: 0.0019 ips: 13.0141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:33] ppdet.engine.callbacks INFO: Epoch: [10] [170/264] learning_rate: 0.000100 loss_class: 2.931971 loss_bbox: 0.194306 loss_giou: 0.292852 loss_mask: 0.468359 loss_dice: 0.563258 loss_class_aux: 17.392220 loss_bbox_aux: 1.239769 loss_giou_aux: 1.865928 loss_mask_aux: 2.910144 loss_dice_aux: 3.466986 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.799910 eta: 9:23:11 batch_cost: 0.5801 data_cost: 0.0021 ips: 13.7896 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:39] ppdet.engine.callbacks INFO: Epoch: [10] [180/264] learning_rate: 0.000100 loss_class: 3.332147 loss_bbox: 0.211361 loss_giou: 0.268991 loss_mask: 0.597016 loss_dice: 0.577053 loss_class_aux: 21.019706 loss_bbox_aux: 1.391434 loss_giou_aux: 1.735125 loss_mask_aux: 3.589816 loss_dice_aux: 3.428611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.396380 loss: 38.642456 eta: 9:22:54 batch_cost: 0.6167 data_cost: 0.0023 ips: 12.9728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:45] ppdet.engine.callbacks INFO: Epoch: [10] [190/264] learning_rate: 0.000100 loss_class: 3.186788 loss_bbox: 0.224170 loss_giou: 0.305511 loss_mask: 0.609247 loss_dice: 0.625949 loss_class_aux: 20.284661 loss_bbox_aux: 1.416274 loss_giou_aux: 1.924125 loss_mask_aux: 3.521511 loss_dice_aux: 3.702213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.653160 eta: 9:22:27 batch_cost: 0.5604 data_cost: 0.0021 ips: 14.2757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:51] ppdet.engine.callbacks INFO: Epoch: [10] [200/264] learning_rate: 0.000100 loss_class: 3.369868 loss_bbox: 0.202106 loss_giou: 0.258952 loss_mask: 0.578669 loss_dice: 0.516503 loss_class_aux: 20.560307 loss_bbox_aux: 1.335775 loss_giou_aux: 1.685370 loss_mask_aux: 3.702980 loss_dice_aux: 3.227145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.763330 eta: 9:22:00 batch_cost: 0.5603 data_cost: 0.0020 ips: 14.2771 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:28:57] ppdet.engine.callbacks INFO: Epoch: [10] [210/264] learning_rate: 0.000100 loss_class: 3.437239 loss_bbox: 0.187327 loss_giou: 0.286416 loss_mask: 0.495082 loss_dice: 0.568631 loss_class_aux: 21.047956 loss_bbox_aux: 1.351934 loss_giou_aux: 1.887398 loss_mask_aux: 3.267455 loss_dice_aux: 3.741702 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.606213 eta: 9:21:42 batch_cost: 0.6106 data_cost: 0.0025 ips: 13.1009 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:03] ppdet.engine.callbacks INFO: Epoch: [10] [220/264] learning_rate: 0.000100 loss_class: 3.001433 loss_bbox: 0.187385 loss_giou: 0.240823 loss_mask: 0.501618 loss_dice: 0.481516 loss_class_aux: 18.876003 loss_bbox_aux: 1.272769 loss_giou_aux: 1.593566 loss_mask_aux: 3.053107 loss_dice_aux: 2.952492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.552047 loss: 33.962740 eta: 9:21:17 batch_cost: 0.5741 data_cost: 0.0027 ips: 13.9340 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:09] ppdet.engine.callbacks INFO: Epoch: [10] [230/264] learning_rate: 0.000100 loss_class: 3.313081 loss_bbox: 0.239013 loss_giou: 0.272309 loss_mask: 0.686112 loss_dice: 0.604480 loss_class_aux: 20.847897 loss_bbox_aux: 1.535811 loss_giou_aux: 1.830022 loss_mask_aux: 4.006206 loss_dice_aux: 3.585861 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.582528 loss: 37.762676 eta: 9:20:54 batch_cost: 0.5768 data_cost: 0.0015 ips: 13.8691 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:15] ppdet.engine.callbacks INFO: Epoch: [10] [240/264] learning_rate: 0.000100 loss_class: 2.790279 loss_bbox: 0.209318 loss_giou: 0.254511 loss_mask: 0.584270 loss_dice: 0.523670 loss_class_aux: 17.160123 loss_bbox_aux: 1.311736 loss_giou_aux: 1.615947 loss_mask_aux: 3.507727 loss_dice_aux: 3.060055 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.535506 loss: 32.455294 eta: 9:20:29 batch_cost: 0.5710 data_cost: 0.0014 ips: 14.0111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:21] ppdet.engine.callbacks INFO: Epoch: [10] [250/264] learning_rate: 0.000100 loss_class: 3.275963 loss_bbox: 0.187927 loss_giou: 0.291882 loss_mask: 0.527763 loss_dice: 0.589257 loss_class_aux: 20.194335 loss_bbox_aux: 1.231494 loss_giou_aux: 1.862832 loss_mask_aux: 3.184987 loss_dice_aux: 3.500761 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.712012 loss: 35.085123 eta: 9:20:09 batch_cost: 0.5945 data_cost: 0.0015 ips: 13.4572 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:27] ppdet.engine.callbacks INFO: Epoch: [10] [260/264] learning_rate: 0.000100 loss_class: 3.431265 loss_bbox: 0.219310 loss_giou: 0.288046 loss_mask: 0.592365 loss_dice: 0.586426 loss_class_aux: 21.516857 loss_bbox_aux: 1.389483 loss_giou_aux: 1.896576 loss_mask_aux: 3.673178 loss_dice_aux: 3.562574 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.513171 loss: 38.587002 eta: 9:19:44 batch_cost: 0.5674 data_cost: 0.0015 ips: 14.1005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:44] ppdet.engine.callbacks INFO: Epoch: [11] [  0/264] learning_rate: 0.000100 loss_class: 3.067396 loss_bbox: 0.223858 loss_giou: 0.267211 loss_mask: 0.644139 loss_dice: 0.535500 loss_class_aux: 19.301237 loss_bbox_aux: 1.416184 loss_giou_aux: 1.754567 loss_mask_aux: 3.738520 loss_dice_aux: 3.387032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.080866 eta: 9:22:46 batch_cost: 1.6879 data_cost: 1.0576 ips: 4.7395 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:29:49] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:29:49] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:29:57] ppdet.engine.callbacks INFO: Epoch: [11] [ 10/264] learning_rate: 0.000100 loss_class: 2.732444 loss_bbox: 0.196156 loss_giou: 0.235273 loss_mask: 0.543708 loss_dice: 0.480443 loss_class_aux: 17.685783 loss_bbox_aux: 1.283926 loss_giou_aux: 1.526460 loss_mask_aux: 3.355713 loss_dice_aux: 3.001482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554123 loss: 32.733539 eta: 9:24:08 batch_cost: 1.1902 data_cost: 0.3809 ips: 6.7217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:03] ppdet.engine.callbacks INFO: Epoch: [11] [ 20/264] learning_rate: 0.000100 loss_class: 2.886052 loss_bbox: 0.200586 loss_giou: 0.289476 loss_mask: 0.517621 loss_dice: 0.559314 loss_class_aux: 17.661678 loss_bbox_aux: 1.281863 loss_giou_aux: 1.758363 loss_mask_aux: 3.021703 loss_dice_aux: 3.360680 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.052462 loss: 33.736500 eta: 9:23:51 batch_cost: 0.6239 data_cost: 0.0022 ips: 12.8217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:09] ppdet.engine.callbacks INFO: Epoch: [11] [ 30/264] learning_rate: 0.000100 loss_class: 3.224856 loss_bbox: 0.188566 loss_giou: 0.267605 loss_mask: 0.625268 loss_dice: 0.561597 loss_class_aux: 20.579988 loss_bbox_aux: 1.270757 loss_giou_aux: 1.712085 loss_mask_aux: 3.624033 loss_dice_aux: 3.415094 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.828642 eta: 9:23:30 batch_cost: 0.5901 data_cost: 0.0028 ips: 13.5566 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:16] ppdet.engine.callbacks INFO: Epoch: [11] [ 40/264] learning_rate: 0.000100 loss_class: 3.078403 loss_bbox: 0.216354 loss_giou: 0.282714 loss_mask: 0.636038 loss_dice: 0.584378 loss_class_aux: 19.601446 loss_bbox_aux: 1.441690 loss_giou_aux: 1.806720 loss_mask_aux: 3.850563 loss_dice_aux: 3.501707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.136917 eta: 9:23:16 batch_cost: 0.6383 data_cost: 0.0025 ips: 12.5330 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:23] ppdet.engine.callbacks INFO: Epoch: [11] [ 50/264] learning_rate: 0.000100 loss_class: 3.457459 loss_bbox: 0.195691 loss_giou: 0.245638 loss_mask: 0.540686 loss_dice: 0.520135 loss_class_aux: 21.765867 loss_bbox_aux: 1.371521 loss_giou_aux: 1.604719 loss_mask_aux: 3.390033 loss_dice_aux: 3.237438 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.154951 eta: 9:23:02 batch_cost: 0.6346 data_cost: 0.0022 ips: 12.6056 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:29] ppdet.engine.callbacks INFO: Epoch: [11] [ 60/264] learning_rate: 0.000100 loss_class: 3.438469 loss_bbox: 0.192128 loss_giou: 0.265052 loss_mask: 0.561828 loss_dice: 0.526425 loss_class_aux: 20.351510 loss_bbox_aux: 1.295700 loss_giou_aux: 1.722450 loss_mask_aux: 3.553405 loss_dice_aux: 3.432075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.709160 eta: 9:22:38 batch_cost: 0.5764 data_cost: 0.0019 ips: 13.8785 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:35] ppdet.engine.callbacks INFO: Epoch: [11] [ 70/264] learning_rate: 0.000100 loss_class: 3.206772 loss_bbox: 0.187921 loss_giou: 0.287508 loss_mask: 0.422423 loss_dice: 0.585111 loss_class_aux: 19.454844 loss_bbox_aux: 1.282184 loss_giou_aux: 1.775767 loss_mask_aux: 2.595049 loss_dice_aux: 3.510579 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.892283 loss: 35.404697 eta: 9:22:16 batch_cost: 0.5828 data_cost: 0.0022 ips: 13.7277 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:41] ppdet.engine.callbacks INFO: Epoch: [11] [ 80/264] learning_rate: 0.000100 loss_class: 2.698273 loss_bbox: 0.190985 loss_giou: 0.261838 loss_mask: 0.555423 loss_dice: 0.491024 loss_class_aux: 17.063176 loss_bbox_aux: 1.290570 loss_giou_aux: 1.688955 loss_mask_aux: 3.342053 loss_dice_aux: 3.011506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.446330 loss: 30.958387 eta: 9:21:56 batch_cost: 0.5981 data_cost: 0.0022 ips: 13.3758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:48] ppdet.engine.callbacks INFO: Epoch: [11] [ 90/264] learning_rate: 0.000100 loss_class: 3.417006 loss_bbox: 0.208988 loss_giou: 0.285650 loss_mask: 0.576004 loss_dice: 0.554519 loss_class_aux: 20.747252 loss_bbox_aux: 1.428258 loss_giou_aux: 1.769973 loss_mask_aux: 3.709795 loss_dice_aux: 3.413223 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.915517 loss: 37.255562 eta: 9:21:37 batch_cost: 0.6066 data_cost: 0.0025 ips: 13.1889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:30:54] ppdet.engine.callbacks INFO: Epoch: [11] [100/264] learning_rate: 0.000100 loss_class: 2.699786 loss_bbox: 0.218758 loss_giou: 0.302113 loss_mask: 0.475257 loss_dice: 0.584714 loss_class_aux: 17.472507 loss_bbox_aux: 1.390325 loss_giou_aux: 1.943670 loss_mask_aux: 2.946106 loss_dice_aux: 3.628908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.123590 loss: 33.760679 eta: 9:21:17 batch_cost: 0.5975 data_cost: 0.0023 ips: 13.3898 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:00] ppdet.engine.callbacks INFO: Epoch: [11] [110/264] learning_rate: 0.000100 loss_class: 3.106165 loss_bbox: 0.212153 loss_giou: 0.296558 loss_mask: 0.552618 loss_dice: 0.560244 loss_class_aux: 19.809139 loss_bbox_aux: 1.405273 loss_giou_aux: 1.894231 loss_mask_aux: 3.631538 loss_dice_aux: 3.346131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.903947 loss: 36.752123 eta: 9:20:54 batch_cost: 0.5729 data_cost: 0.0026 ips: 13.9631 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:06] ppdet.engine.callbacks INFO: Epoch: [11] [120/264] learning_rate: 0.000100 loss_class: 3.127948 loss_bbox: 0.213347 loss_giou: 0.252209 loss_mask: 0.738813 loss_dice: 0.556284 loss_class_aux: 19.062012 loss_bbox_aux: 1.472467 loss_giou_aux: 1.628373 loss_mask_aux: 4.403247 loss_dice_aux: 3.314743 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.363247 loss: 35.680674 eta: 9:20:31 batch_cost: 0.5772 data_cost: 0.0026 ips: 13.8603 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:12] ppdet.engine.callbacks INFO: Epoch: [11] [130/264] learning_rate: 0.000100 loss_class: 3.563435 loss_bbox: 0.228349 loss_giou: 0.275213 loss_mask: 0.672434 loss_dice: 0.587761 loss_class_aux: 21.867623 loss_bbox_aux: 1.532944 loss_giou_aux: 1.830951 loss_mask_aux: 4.078698 loss_dice_aux: 3.524609 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.038027 eta: 9:20:08 batch_cost: 0.5792 data_cost: 0.0019 ips: 13.8129 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:18] ppdet.engine.callbacks INFO: Epoch: [11] [140/264] learning_rate: 0.000100 loss_class: 3.043896 loss_bbox: 0.190831 loss_giou: 0.259213 loss_mask: 0.560143 loss_dice: 0.545675 loss_class_aux: 19.384454 loss_bbox_aux: 1.249027 loss_giou_aux: 1.685398 loss_mask_aux: 3.383108 loss_dice_aux: 3.402281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494507 loss: 35.344545 eta: 9:19:47 batch_cost: 0.5904 data_cost: 0.0021 ips: 13.5505 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:25] ppdet.engine.callbacks INFO: Epoch: [11] [150/264] learning_rate: 0.000100 loss_class: 3.149138 loss_bbox: 0.202074 loss_giou: 0.275182 loss_mask: 0.559766 loss_dice: 0.520979 loss_class_aux: 19.363162 loss_bbox_aux: 1.386710 loss_giou_aux: 1.736402 loss_mask_aux: 3.431719 loss_dice_aux: 3.282027 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.189692 eta: 9:19:33 batch_cost: 0.6307 data_cost: 0.0021 ips: 12.6847 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:31] ppdet.engine.callbacks INFO: Epoch: [11] [160/264] learning_rate: 0.000100 loss_class: 3.405795 loss_bbox: 0.200711 loss_giou: 0.263059 loss_mask: 0.570844 loss_dice: 0.499046 loss_class_aux: 20.738256 loss_bbox_aux: 1.333426 loss_giou_aux: 1.703090 loss_mask_aux: 3.450231 loss_dice_aux: 3.117170 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.236176 eta: 9:19:21 batch_cost: 0.6377 data_cost: 0.0020 ips: 12.5448 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:38] ppdet.engine.callbacks INFO: Epoch: [11] [170/264] learning_rate: 0.000100 loss_class: 3.077425 loss_bbox: 0.197752 loss_giou: 0.257857 loss_mask: 0.564767 loss_dice: 0.461269 loss_class_aux: 18.633183 loss_bbox_aux: 1.351491 loss_giou_aux: 1.594689 loss_mask_aux: 3.403276 loss_dice_aux: 2.877909 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.380771 loss: 34.183262 eta: 9:19:03 batch_cost: 0.6082 data_cost: 0.0022 ips: 13.1538 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:44] ppdet.engine.callbacks INFO: Epoch: [11] [180/264] learning_rate: 0.000100 loss_class: 2.937216 loss_bbox: 0.193164 loss_giou: 0.254823 loss_mask: 0.507276 loss_dice: 0.497844 loss_class_aux: 18.435708 loss_bbox_aux: 1.257298 loss_giou_aux: 1.634098 loss_mask_aux: 2.916756 loss_dice_aux: 2.983375 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.181520 eta: 9:18:41 batch_cost: 0.5815 data_cost: 0.0019 ips: 13.7587 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:50] ppdet.engine.callbacks INFO: Epoch: [11] [190/264] learning_rate: 0.000100 loss_class: 3.568398 loss_bbox: 0.206684 loss_giou: 0.281175 loss_mask: 0.518293 loss_dice: 0.511853 loss_class_aux: 22.843064 loss_bbox_aux: 1.311601 loss_giou_aux: 1.763239 loss_mask_aux: 3.161074 loss_dice_aux: 3.202469 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.457458 eta: 9:18:21 batch_cost: 0.5915 data_cost: 0.0029 ips: 13.5259 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:31:56] ppdet.engine.callbacks INFO: Epoch: [11] [200/264] learning_rate: 0.000100 loss_class: 3.010742 loss_bbox: 0.176244 loss_giou: 0.252766 loss_mask: 0.498459 loss_dice: 0.513667 loss_class_aux: 18.799926 loss_bbox_aux: 1.209319 loss_giou_aux: 1.601826 loss_mask_aux: 3.083459 loss_dice_aux: 3.128526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.528893 eta: 9:17:57 batch_cost: 0.5615 data_cost: 0.0021 ips: 14.2469 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:02] ppdet.engine.callbacks INFO: Epoch: [11] [210/264] learning_rate: 0.000100 loss_class: 2.869225 loss_bbox: 0.174520 loss_giou: 0.264922 loss_mask: 0.513432 loss_dice: 0.515355 loss_class_aux: 18.054060 loss_bbox_aux: 1.147700 loss_giou_aux: 1.698108 loss_mask_aux: 2.911657 loss_dice_aux: 3.072231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.327837 eta: 9:17:36 batch_cost: 0.5886 data_cost: 0.0019 ips: 13.5906 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:08] ppdet.engine.callbacks INFO: Epoch: [11] [220/264] learning_rate: 0.000100 loss_class: 3.051762 loss_bbox: 0.219857 loss_giou: 0.282242 loss_mask: 0.579370 loss_dice: 0.586037 loss_class_aux: 19.077328 loss_bbox_aux: 1.500182 loss_giou_aux: 1.849141 loss_mask_aux: 3.583940 loss_dice_aux: 3.641256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.737043 loss: 35.607655 eta: 9:17:08 batch_cost: 0.5365 data_cost: 0.0018 ips: 14.9119 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:13] ppdet.engine.callbacks INFO: Epoch: [11] [230/264] learning_rate: 0.000100 loss_class: 3.238360 loss_bbox: 0.200852 loss_giou: 0.298608 loss_mask: 0.548434 loss_dice: 0.593991 loss_class_aux: 20.607938 loss_bbox_aux: 1.330672 loss_giou_aux: 1.842491 loss_mask_aux: 3.441032 loss_dice_aux: 3.582339 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.681808 loss: 37.609045 eta: 9:16:39 batch_cost: 0.5345 data_cost: 0.0015 ips: 14.9674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:19] ppdet.engine.callbacks INFO: Epoch: [11] [240/264] learning_rate: 0.000100 loss_class: 2.999271 loss_bbox: 0.234015 loss_giou: 0.283307 loss_mask: 0.745242 loss_dice: 0.624955 loss_class_aux: 19.037224 loss_bbox_aux: 1.586915 loss_giou_aux: 1.854212 loss_mask_aux: 4.320575 loss_dice_aux: 3.678326 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.159197 eta: 9:16:15 batch_cost: 0.5652 data_cost: 0.0014 ips: 14.1533 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:25] ppdet.engine.callbacks INFO: Epoch: [11] [250/264] learning_rate: 0.000100 loss_class: 3.453290 loss_bbox: 0.231976 loss_giou: 0.296568 loss_mask: 0.568014 loss_dice: 0.640566 loss_class_aux: 21.809778 loss_bbox_aux: 1.511029 loss_giou_aux: 1.900064 loss_mask_aux: 3.462238 loss_dice_aux: 3.864594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.442617 eta: 9:15:56 batch_cost: 0.5912 data_cost: 0.0014 ips: 13.5322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:31] ppdet.engine.callbacks INFO: Epoch: [11] [260/264] learning_rate: 0.000100 loss_class: 2.945145 loss_bbox: 0.232042 loss_giou: 0.257271 loss_mask: 0.719325 loss_dice: 0.576041 loss_class_aux: 18.544491 loss_bbox_aux: 1.487852 loss_giou_aux: 1.661927 loss_mask_aux: 4.165302 loss_dice_aux: 3.405030 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.892349 eta: 9:15:29 batch_cost: 0.5439 data_cost: 0.0014 ips: 14.7091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:50] ppdet.engine.callbacks INFO: Epoch: [12] [  0/264] learning_rate: 0.000100 loss_class: 2.921490 loss_bbox: 0.201907 loss_giou: 0.254706 loss_mask: 0.458992 loss_dice: 0.532568 loss_class_aux: 18.169247 loss_bbox_aux: 1.330934 loss_giou_aux: 1.684182 loss_mask_aux: 2.933691 loss_dice_aux: 3.201343 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.063066 eta: 9:18:46 batch_cost: 1.8825 data_cost: 1.2616 ips: 4.2498 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:32:58] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:32:58] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:32:59] ppdet.engine.callbacks INFO: Epoch: [12] [ 10/264] learning_rate: 0.000100 loss_class: 3.582599 loss_bbox: 0.201355 loss_giou: 0.276295 loss_mask: 0.578921 loss_dice: 0.542711 loss_class_aux: 21.804207 loss_bbox_aux: 1.343007 loss_giou_aux: 1.739544 loss_mask_aux: 3.610567 loss_dice_aux: 3.278596 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.977047 eta: 9:19:07 batch_cost: 0.8579 data_cost: 0.0043 ips: 9.3250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:06] ppdet.engine.callbacks INFO: Epoch: [12] [ 20/264] learning_rate: 0.000100 loss_class: 3.291350 loss_bbox: 0.210223 loss_giou: 0.297950 loss_mask: 0.535302 loss_dice: 0.561773 loss_class_aux: 20.242994 loss_bbox_aux: 1.408015 loss_giou_aux: 1.856131 loss_mask_aux: 3.310609 loss_dice_aux: 3.572489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.633097 eta: 9:19:03 batch_cost: 0.6914 data_cost: 0.0024 ips: 11.5705 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:12] ppdet.engine.callbacks INFO: Epoch: [12] [ 30/264] learning_rate: 0.000100 loss_class: 2.863991 loss_bbox: 0.191275 loss_giou: 0.258074 loss_mask: 0.524240 loss_dice: 0.501779 loss_class_aux: 18.145449 loss_bbox_aux: 1.257527 loss_giou_aux: 1.662665 loss_mask_aux: 3.273921 loss_dice_aux: 3.102326 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.456817 loss: 34.456711 eta: 9:18:40 batch_cost: 0.5723 data_cost: 0.0023 ips: 13.9795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:18] ppdet.engine.callbacks INFO: Epoch: [12] [ 40/264] learning_rate: 0.000100 loss_class: 3.133755 loss_bbox: 0.241246 loss_giou: 0.264531 loss_mask: 0.625442 loss_dice: 0.594116 loss_class_aux: 19.142128 loss_bbox_aux: 1.525436 loss_giou_aux: 1.655295 loss_mask_aux: 3.707778 loss_dice_aux: 3.630268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.104274 loss: 38.189169 eta: 9:18:17 batch_cost: 0.5707 data_cost: 0.0022 ips: 14.0180 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:25] ppdet.engine.callbacks INFO: Epoch: [12] [ 50/264] learning_rate: 0.000100 loss_class: 2.978412 loss_bbox: 0.193209 loss_giou: 0.261782 loss_mask: 0.561358 loss_dice: 0.553825 loss_class_aux: 19.169583 loss_bbox_aux: 1.322170 loss_giou_aux: 1.738133 loss_mask_aux: 3.435334 loss_dice_aux: 3.417687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.727737 loss: 35.106401 eta: 9:17:57 batch_cost: 0.5903 data_cost: 0.0020 ips: 13.5522 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:31] ppdet.engine.callbacks INFO: Epoch: [12] [ 60/264] learning_rate: 0.000100 loss_class: 3.079994 loss_bbox: 0.215469 loss_giou: 0.257511 loss_mask: 0.561930 loss_dice: 0.542533 loss_class_aux: 19.688325 loss_bbox_aux: 1.403120 loss_giou_aux: 1.639638 loss_mask_aux: 3.365630 loss_dice_aux: 3.218255 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.215115 eta: 9:17:36 batch_cost: 0.5825 data_cost: 0.0023 ips: 13.7342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:37] ppdet.engine.callbacks INFO: Epoch: [12] [ 70/264] learning_rate: 0.000100 loss_class: 2.935173 loss_bbox: 0.189103 loss_giou: 0.264573 loss_mask: 0.523596 loss_dice: 0.521223 loss_class_aux: 18.417849 loss_bbox_aux: 1.200921 loss_giou_aux: 1.692677 loss_mask_aux: 3.099870 loss_dice_aux: 3.300911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.847233 eta: 9:17:21 batch_cost: 0.6214 data_cost: 0.0024 ips: 12.8738 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:43] ppdet.engine.callbacks INFO: Epoch: [12] [ 80/264] learning_rate: 0.000100 loss_class: 3.332243 loss_bbox: 0.235943 loss_giou: 0.312323 loss_mask: 0.634058 loss_dice: 0.595433 loss_class_aux: 20.956517 loss_bbox_aux: 1.410362 loss_giou_aux: 1.926453 loss_mask_aux: 3.743326 loss_dice_aux: 3.635101 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.172356 eta: 9:17:01 batch_cost: 0.5867 data_cost: 0.0021 ips: 13.6362 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:50] ppdet.engine.callbacks INFO: Epoch: [12] [ 90/264] learning_rate: 0.000100 loss_class: 2.636202 loss_bbox: 0.184724 loss_giou: 0.256990 loss_mask: 0.543499 loss_dice: 0.535474 loss_class_aux: 16.994007 loss_bbox_aux: 1.226890 loss_giou_aux: 1.636857 loss_mask_aux: 3.226771 loss_dice_aux: 3.211319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.852145 eta: 9:16:47 batch_cost: 0.6229 data_cost: 0.0020 ips: 12.8431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:33:56] ppdet.engine.callbacks INFO: Epoch: [12] [100/264] learning_rate: 0.000100 loss_class: 3.089598 loss_bbox: 0.200933 loss_giou: 0.231667 loss_mask: 0.601987 loss_dice: 0.505433 loss_class_aux: 19.774528 loss_bbox_aux: 1.342403 loss_giou_aux: 1.536039 loss_mask_aux: 3.625499 loss_dice_aux: 3.107000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.014382 loss: 36.076300 eta: 9:16:26 batch_cost: 0.5825 data_cost: 0.0024 ips: 13.7337 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:02] ppdet.engine.callbacks INFO: Epoch: [12] [110/264] learning_rate: 0.000100 loss_class: 3.144339 loss_bbox: 0.217433 loss_giou: 0.274770 loss_mask: 0.652631 loss_dice: 0.593583 loss_class_aux: 19.499401 loss_bbox_aux: 1.476292 loss_giou_aux: 1.756825 loss_mask_aux: 3.970474 loss_dice_aux: 3.524825 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.911594 eta: 9:16:09 batch_cost: 0.6077 data_cost: 0.0019 ips: 13.1636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:08] ppdet.engine.callbacks INFO: Epoch: [12] [120/264] learning_rate: 0.000100 loss_class: 2.852159 loss_bbox: 0.178526 loss_giou: 0.265067 loss_mask: 0.535484 loss_dice: 0.528198 loss_class_aux: 17.803056 loss_bbox_aux: 1.244199 loss_giou_aux: 1.680510 loss_mask_aux: 3.253624 loss_dice_aux: 3.263962 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.767622 eta: 9:15:43 batch_cost: 0.5435 data_cost: 0.0021 ips: 14.7188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:15] ppdet.engine.callbacks INFO: Epoch: [12] [130/264] learning_rate: 0.000100 loss_class: 2.924325 loss_bbox: 0.210245 loss_giou: 0.292784 loss_mask: 0.650742 loss_dice: 0.547343 loss_class_aux: 18.353821 loss_bbox_aux: 1.452899 loss_giou_aux: 1.821794 loss_mask_aux: 3.896246 loss_dice_aux: 3.356641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.180599 eta: 9:15:28 batch_cost: 0.6160 data_cost: 0.0020 ips: 12.9863 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:20] ppdet.engine.callbacks INFO: Epoch: [12] [140/264] learning_rate: 0.000100 loss_class: 3.211460 loss_bbox: 0.209865 loss_giou: 0.257493 loss_mask: 0.561336 loss_dice: 0.515555 loss_class_aux: 19.302018 loss_bbox_aux: 1.345081 loss_giou_aux: 1.617002 loss_mask_aux: 3.511312 loss_dice_aux: 3.093810 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.203228 eta: 9:15:05 batch_cost: 0.5680 data_cost: 0.0020 ips: 14.0853 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:27] ppdet.engine.callbacks INFO: Epoch: [12] [150/264] learning_rate: 0.000100 loss_class: 3.008838 loss_bbox: 0.201375 loss_giou: 0.277280 loss_mask: 0.507913 loss_dice: 0.560149 loss_class_aux: 18.701901 loss_bbox_aux: 1.267178 loss_giou_aux: 1.811212 loss_mask_aux: 3.055706 loss_dice_aux: 3.343871 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.147568 eta: 9:14:51 batch_cost: 0.6264 data_cost: 0.0019 ips: 12.7716 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:33] ppdet.engine.callbacks INFO: Epoch: [12] [160/264] learning_rate: 0.000100 loss_class: 3.177565 loss_bbox: 0.215613 loss_giou: 0.265354 loss_mask: 0.531267 loss_dice: 0.570191 loss_class_aux: 19.780728 loss_bbox_aux: 1.413869 loss_giou_aux: 1.715424 loss_mask_aux: 3.439221 loss_dice_aux: 3.474087 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.184803 eta: 9:14:30 batch_cost: 0.5754 data_cost: 0.0018 ips: 13.9045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:39] ppdet.engine.callbacks INFO: Epoch: [12] [170/264] learning_rate: 0.000100 loss_class: 2.900724 loss_bbox: 0.209007 loss_giou: 0.295309 loss_mask: 0.674517 loss_dice: 0.591478 loss_class_aux: 18.390735 loss_bbox_aux: 1.385779 loss_giou_aux: 1.945731 loss_mask_aux: 4.044715 loss_dice_aux: 3.535192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.850452 eta: 9:14:10 batch_cost: 0.5803 data_cost: 0.0018 ips: 13.7849 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:45] ppdet.engine.callbacks INFO: Epoch: [12] [180/264] learning_rate: 0.000100 loss_class: 3.578748 loss_bbox: 0.217803 loss_giou: 0.293906 loss_mask: 0.684215 loss_dice: 0.541395 loss_class_aux: 22.116371 loss_bbox_aux: 1.535497 loss_giou_aux: 1.895413 loss_mask_aux: 4.248326 loss_dice_aux: 3.284619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.308653 eta: 9:13:45 batch_cost: 0.5506 data_cost: 0.0020 ips: 14.5302 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:51] ppdet.engine.callbacks INFO: Epoch: [12] [190/264] learning_rate: 0.000100 loss_class: 3.115075 loss_bbox: 0.205343 loss_giou: 0.246681 loss_mask: 0.602318 loss_dice: 0.542224 loss_class_aux: 18.574359 loss_bbox_aux: 1.425323 loss_giou_aux: 1.620271 loss_mask_aux: 3.686085 loss_dice_aux: 3.414104 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.353094 eta: 9:13:28 batch_cost: 0.6034 data_cost: 0.0021 ips: 13.2571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:34:57] ppdet.engine.callbacks INFO: Epoch: [12] [200/264] learning_rate: 0.000100 loss_class: 3.194642 loss_bbox: 0.202191 loss_giou: 0.243100 loss_mask: 0.615272 loss_dice: 0.516354 loss_class_aux: 20.679238 loss_bbox_aux: 1.378796 loss_giou_aux: 1.592936 loss_mask_aux: 3.696186 loss_dice_aux: 3.138445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.117857 eta: 9:13:06 batch_cost: 0.5655 data_cost: 0.0018 ips: 14.1471 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:04] ppdet.engine.callbacks INFO: Epoch: [12] [210/264] learning_rate: 0.000100 loss_class: 3.258086 loss_bbox: 0.177766 loss_giou: 0.281441 loss_mask: 0.524006 loss_dice: 0.529142 loss_class_aux: 20.772221 loss_bbox_aux: 1.152367 loss_giou_aux: 1.789421 loss_mask_aux: 3.120455 loss_dice_aux: 3.363773 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.638618 loss: 36.681654 eta: 9:12:52 batch_cost: 0.6234 data_cost: 0.0021 ips: 12.8318 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:10] ppdet.engine.callbacks INFO: Epoch: [12] [220/264] learning_rate: 0.000100 loss_class: 3.152990 loss_bbox: 0.213643 loss_giou: 0.279311 loss_mask: 0.678323 loss_dice: 0.650766 loss_class_aux: 20.273829 loss_bbox_aux: 1.399126 loss_giou_aux: 1.787956 loss_mask_aux: 4.002008 loss_dice_aux: 3.757624 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.126663 eta: 9:12:33 batch_cost: 0.5820 data_cost: 0.0019 ips: 13.7450 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:16] ppdet.engine.callbacks INFO: Epoch: [12] [230/264] learning_rate: 0.000100 loss_class: 2.519986 loss_bbox: 0.162360 loss_giou: 0.234023 loss_mask: 0.480870 loss_dice: 0.480688 loss_class_aux: 16.531560 loss_bbox_aux: 1.104362 loss_giou_aux: 1.490833 loss_mask_aux: 2.843653 loss_dice_aux: 2.810873 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.469820 loss: 30.072126 eta: 9:12:09 batch_cost: 0.5535 data_cost: 0.0018 ips: 14.4537 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:22] ppdet.engine.callbacks INFO: Epoch: [12] [240/264] learning_rate: 0.000100 loss_class: 2.923165 loss_bbox: 0.184298 loss_giou: 0.238654 loss_mask: 0.585321 loss_dice: 0.486071 loss_class_aux: 18.214178 loss_bbox_aux: 1.240963 loss_giou_aux: 1.570897 loss_mask_aux: 3.611085 loss_dice_aux: 3.012706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.968956 loss: 33.542339 eta: 9:11:49 batch_cost: 0.5822 data_cost: 0.0015 ips: 13.7420 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:28] ppdet.engine.callbacks INFO: Epoch: [12] [250/264] learning_rate: 0.000100 loss_class: 3.324796 loss_bbox: 0.210095 loss_giou: 0.282373 loss_mask: 0.612388 loss_dice: 0.554783 loss_class_aux: 21.077636 loss_bbox_aux: 1.361072 loss_giou_aux: 1.783024 loss_mask_aux: 3.800711 loss_dice_aux: 3.448266 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.054853 loss: 37.423265 eta: 9:11:29 batch_cost: 0.5770 data_cost: 0.0014 ips: 13.8637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:33] ppdet.engine.callbacks INFO: Epoch: [12] [260/264] learning_rate: 0.000100 loss_class: 3.115332 loss_bbox: 0.190125 loss_giou: 0.264942 loss_mask: 0.609114 loss_dice: 0.527947 loss_class_aux: 19.113781 loss_bbox_aux: 1.398222 loss_giou_aux: 1.644099 loss_mask_aux: 3.752072 loss_dice_aux: 3.159745 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.955599 eta: 9:11:06 batch_cost: 0.5549 data_cost: 0.0014 ips: 14.4157 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:35:43] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:35:43] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:35:51] ppdet.engine.callbacks INFO: Epoch: [13] [  0/264] learning_rate: 0.000100 loss_class: 3.115332 loss_bbox: 0.193435 loss_giou: 0.250557 loss_mask: 0.538116 loss_dice: 0.527947 loss_class_aux: 19.551397 loss_bbox_aux: 1.311462 loss_giou_aux: 1.629416 loss_mask_aux: 3.402626 loss_dice_aux: 3.159745 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.041800 eta: 9:13:44 batch_cost: 1.7100 data_cost: 1.1069 ips: 4.6784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:03] ppdet.engine.callbacks INFO: Epoch: [13] [ 10/264] learning_rate: 0.000100 loss_class: 2.618095 loss_bbox: 0.199341 loss_giou: 0.269928 loss_mask: 0.628903 loss_dice: 0.542787 loss_class_aux: 16.866332 loss_bbox_aux: 1.278289 loss_giou_aux: 1.691025 loss_mask_aux: 3.501120 loss_dice_aux: 3.045073 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.970629 eta: 9:14:33 batch_cost: 1.0642 data_cost: 0.0891 ips: 7.5171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:10] ppdet.engine.callbacks INFO: Epoch: [13] [ 20/264] learning_rate: 0.000100 loss_class: 2.980602 loss_bbox: 0.223019 loss_giou: 0.275152 loss_mask: 0.602758 loss_dice: 0.582744 loss_class_aux: 19.380445 loss_bbox_aux: 1.383454 loss_giou_aux: 1.797344 loss_mask_aux: 3.586196 loss_dice_aux: 3.378440 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.826413 loss: 34.608631 eta: 9:14:33 batch_cost: 0.7226 data_cost: 0.0032 ips: 11.0706 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:17] ppdet.engine.callbacks INFO: Epoch: [13] [ 30/264] learning_rate: 0.000100 loss_class: 2.968466 loss_bbox: 0.214937 loss_giou: 0.241468 loss_mask: 0.548820 loss_dice: 0.550609 loss_class_aux: 18.073606 loss_bbox_aux: 1.382508 loss_giou_aux: 1.573686 loss_mask_aux: 3.405770 loss_dice_aux: 3.235539 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.907013 eta: 9:14:18 batch_cost: 0.6173 data_cost: 0.0038 ips: 12.9601 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:23] ppdet.engine.callbacks INFO: Epoch: [13] [ 40/264] learning_rate: 0.000100 loss_class: 2.897133 loss_bbox: 0.192810 loss_giou: 0.270766 loss_mask: 0.567520 loss_dice: 0.515547 loss_class_aux: 18.005856 loss_bbox_aux: 1.235735 loss_giou_aux: 1.749007 loss_mask_aux: 3.241686 loss_dice_aux: 3.230128 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.311039 eta: 9:14:05 batch_cost: 0.6258 data_cost: 0.0020 ips: 12.7838 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:29] ppdet.engine.callbacks INFO: Epoch: [13] [ 50/264] learning_rate: 0.000100 loss_class: 3.650612 loss_bbox: 0.193418 loss_giou: 0.297190 loss_mask: 0.607232 loss_dice: 0.545325 loss_class_aux: 22.199816 loss_bbox_aux: 1.294782 loss_giou_aux: 1.931594 loss_mask_aux: 3.548007 loss_dice_aux: 3.540173 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 39.204857 eta: 9:13:43 batch_cost: 0.5707 data_cost: 0.0020 ips: 14.0179 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:36] ppdet.engine.callbacks INFO: Epoch: [13] [ 60/264] learning_rate: 0.000100 loss_class: 3.313323 loss_bbox: 0.196848 loss_giou: 0.257270 loss_mask: 0.583199 loss_dice: 0.568964 loss_class_aux: 20.596592 loss_bbox_aux: 1.292229 loss_giou_aux: 1.668832 loss_mask_aux: 3.521706 loss_dice_aux: 3.468214 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.447424 loss: 36.251060 eta: 9:13:25 batch_cost: 0.5882 data_cost: 0.0022 ips: 13.6019 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:42] ppdet.engine.callbacks INFO: Epoch: [13] [ 70/264] learning_rate: 0.000100 loss_class: 3.322611 loss_bbox: 0.197509 loss_giou: 0.276222 loss_mask: 0.601748 loss_dice: 0.535789 loss_class_aux: 20.012780 loss_bbox_aux: 1.398453 loss_giou_aux: 1.746448 loss_mask_aux: 3.831665 loss_dice_aux: 3.390381 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.700321 loss: 38.189085 eta: 9:13:04 batch_cost: 0.5745 data_cost: 0.0021 ips: 13.9252 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:48] ppdet.engine.callbacks INFO: Epoch: [13] [ 80/264] learning_rate: 0.000100 loss_class: 3.280679 loss_bbox: 0.199474 loss_giou: 0.277548 loss_mask: 0.567553 loss_dice: 0.564978 loss_class_aux: 20.296296 loss_bbox_aux: 1.385667 loss_giou_aux: 1.874098 loss_mask_aux: 3.513373 loss_dice_aux: 3.384028 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.162102 eta: 9:12:48 batch_cost: 0.6082 data_cost: 0.0021 ips: 13.1546 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:36:54] ppdet.engine.callbacks INFO: Epoch: [13] [ 90/264] learning_rate: 0.000100 loss_class: 3.195106 loss_bbox: 0.198549 loss_giou: 0.233371 loss_mask: 0.494877 loss_dice: 0.539744 loss_class_aux: 19.893437 loss_bbox_aux: 1.342541 loss_giou_aux: 1.534753 loss_mask_aux: 3.048639 loss_dice_aux: 3.414336 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.895372 eta: 9:12:27 batch_cost: 0.5721 data_cost: 0.0021 ips: 13.9846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:00] ppdet.engine.callbacks INFO: Epoch: [13] [100/264] learning_rate: 0.000100 loss_class: 3.039566 loss_bbox: 0.219042 loss_giou: 0.311724 loss_mask: 0.580929 loss_dice: 0.604301 loss_class_aux: 19.337212 loss_bbox_aux: 1.386088 loss_giou_aux: 1.948752 loss_mask_aux: 3.436293 loss_dice_aux: 3.706152 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.012056 loss: 36.786867 eta: 9:12:09 batch_cost: 0.5914 data_cost: 0.0024 ips: 13.5283 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:07] ppdet.engine.callbacks INFO: Epoch: [13] [110/264] learning_rate: 0.000100 loss_class: 3.107038 loss_bbox: 0.204332 loss_giou: 0.253945 loss_mask: 0.620008 loss_dice: 0.559568 loss_class_aux: 19.670976 loss_bbox_aux: 1.352826 loss_giou_aux: 1.661113 loss_mask_aux: 3.646215 loss_dice_aux: 3.372549 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.714935 eta: 9:11:54 batch_cost: 0.6147 data_cost: 0.0030 ips: 13.0141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:13] ppdet.engine.callbacks INFO: Epoch: [13] [120/264] learning_rate: 0.000100 loss_class: 2.901781 loss_bbox: 0.201830 loss_giou: 0.263441 loss_mask: 0.508930 loss_dice: 0.527326 loss_class_aux: 18.141242 loss_bbox_aux: 1.329419 loss_giou_aux: 1.647656 loss_mask_aux: 3.198168 loss_dice_aux: 3.244982 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.344545 eta: 9:11:39 batch_cost: 0.6070 data_cost: 0.0022 ips: 13.1795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:19] ppdet.engine.callbacks INFO: Epoch: [13] [130/264] learning_rate: 0.000100 loss_class: 2.946950 loss_bbox: 0.186611 loss_giou: 0.248082 loss_mask: 0.561163 loss_dice: 0.491001 loss_class_aux: 18.461758 loss_bbox_aux: 1.257474 loss_giou_aux: 1.622414 loss_mask_aux: 3.406199 loss_dice_aux: 3.078802 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.525209 loss: 33.291079 eta: 9:11:22 batch_cost: 0.5997 data_cost: 0.0022 ips: 13.3399 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:26] ppdet.engine.callbacks INFO: Epoch: [13] [140/264] learning_rate: 0.000100 loss_class: 2.573859 loss_bbox: 0.174916 loss_giou: 0.262800 loss_mask: 0.463253 loss_dice: 0.491897 loss_class_aux: 15.914833 loss_bbox_aux: 1.121791 loss_giou_aux: 1.656116 loss_mask_aux: 2.822979 loss_dice_aux: 2.949918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.749653 eta: 9:11:09 batch_cost: 0.6237 data_cost: 0.0023 ips: 12.8264 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:32] ppdet.engine.callbacks INFO: Epoch: [13] [150/264] learning_rate: 0.000100 loss_class: 2.853681 loss_bbox: 0.206137 loss_giou: 0.240999 loss_mask: 0.607496 loss_dice: 0.553766 loss_class_aux: 17.829287 loss_bbox_aux: 1.501227 loss_giou_aux: 1.563194 loss_mask_aux: 3.750150 loss_dice_aux: 3.366331 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.014473 eta: 9:10:53 batch_cost: 0.6046 data_cost: 0.0023 ips: 13.2310 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:38] ppdet.engine.callbacks INFO: Epoch: [13] [160/264] learning_rate: 0.000100 loss_class: 3.145411 loss_bbox: 0.219764 loss_giou: 0.251974 loss_mask: 0.671867 loss_dice: 0.551335 loss_class_aux: 19.975685 loss_bbox_aux: 1.488597 loss_giou_aux: 1.614087 loss_mask_aux: 3.990239 loss_dice_aux: 3.402536 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.461199 loss: 35.651222 eta: 9:10:27 batch_cost: 0.5326 data_cost: 0.0022 ips: 15.0199 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:44] ppdet.engine.callbacks INFO: Epoch: [13] [170/264] learning_rate: 0.000100 loss_class: 3.418126 loss_bbox: 0.189041 loss_giou: 0.276014 loss_mask: 0.525160 loss_dice: 0.561927 loss_class_aux: 21.090387 loss_bbox_aux: 1.237273 loss_giou_aux: 1.797107 loss_mask_aux: 3.214349 loss_dice_aux: 3.442391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.240643 eta: 9:10:13 batch_cost: 0.6150 data_cost: 0.0022 ips: 13.0071 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:51] ppdet.engine.callbacks INFO: Epoch: [13] [180/264] learning_rate: 0.000100 loss_class: 3.133372 loss_bbox: 0.197739 loss_giou: 0.270371 loss_mask: 0.560323 loss_dice: 0.541843 loss_class_aux: 19.336038 loss_bbox_aux: 1.299120 loss_giou_aux: 1.718746 loss_mask_aux: 3.530907 loss_dice_aux: 3.394781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.242750 eta: 9:10:03 batch_cost: 0.6512 data_cost: 0.0025 ips: 12.2846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:37:58] ppdet.engine.callbacks INFO: Epoch: [13] [190/264] learning_rate: 0.000100 loss_class: 3.004432 loss_bbox: 0.192701 loss_giou: 0.259743 loss_mask: 0.574532 loss_dice: 0.512713 loss_class_aux: 18.827277 loss_bbox_aux: 1.285325 loss_giou_aux: 1.683316 loss_mask_aux: 3.433669 loss_dice_aux: 3.134781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.532413 loss: 35.731081 eta: 9:09:49 batch_cost: 0.6168 data_cost: 0.0027 ips: 12.9696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:04] ppdet.engine.callbacks INFO: Epoch: [13] [200/264] learning_rate: 0.000100 loss_class: 3.283923 loss_bbox: 0.233658 loss_giou: 0.261205 loss_mask: 0.605477 loss_dice: 0.544813 loss_class_aux: 19.590683 loss_bbox_aux: 1.479053 loss_giou_aux: 1.681927 loss_mask_aux: 3.853602 loss_dice_aux: 3.228559 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.400944 eta: 9:09:29 batch_cost: 0.5759 data_cost: 0.0020 ips: 13.8922 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:10] ppdet.engine.callbacks INFO: Epoch: [13] [210/264] learning_rate: 0.000100 loss_class: 2.857748 loss_bbox: 0.177520 loss_giou: 0.259864 loss_mask: 0.462388 loss_dice: 0.528506 loss_class_aux: 17.852432 loss_bbox_aux: 1.198773 loss_giou_aux: 1.687928 loss_mask_aux: 2.724389 loss_dice_aux: 3.123237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.384217 loss: 32.172355 eta: 9:09:15 batch_cost: 0.6148 data_cost: 0.0025 ips: 13.0127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:16] ppdet.engine.callbacks INFO: Epoch: [13] [220/264] learning_rate: 0.000100 loss_class: 3.059505 loss_bbox: 0.182918 loss_giou: 0.253533 loss_mask: 0.416637 loss_dice: 0.493251 loss_class_aux: 19.394576 loss_bbox_aux: 1.213723 loss_giou_aux: 1.642613 loss_mask_aux: 2.723574 loss_dice_aux: 3.041630 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.455594 loss: 33.311823 eta: 9:08:51 batch_cost: 0.5369 data_cost: 0.0020 ips: 14.8995 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:22] ppdet.engine.callbacks INFO: Epoch: [13] [230/264] learning_rate: 0.000100 loss_class: 3.084340 loss_bbox: 0.213622 loss_giou: 0.275813 loss_mask: 0.632132 loss_dice: 0.559751 loss_class_aux: 19.333648 loss_bbox_aux: 1.399852 loss_giou_aux: 1.770309 loss_mask_aux: 3.855368 loss_dice_aux: 3.469876 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.555791 loss: 37.092173 eta: 9:08:32 batch_cost: 0.5839 data_cost: 0.0015 ips: 13.7008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:27] ppdet.engine.callbacks INFO: Epoch: [13] [240/264] learning_rate: 0.000100 loss_class: 2.620912 loss_bbox: 0.204134 loss_giou: 0.259259 loss_mask: 0.495493 loss_dice: 0.522151 loss_class_aux: 16.671826 loss_bbox_aux: 1.311984 loss_giou_aux: 1.621431 loss_mask_aux: 3.253644 loss_dice_aux: 3.204807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.324888 eta: 9:08:06 batch_cost: 0.5258 data_cost: 0.0014 ips: 15.2135 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:33] ppdet.engine.callbacks INFO: Epoch: [13] [250/264] learning_rate: 0.000100 loss_class: 2.755540 loss_bbox: 0.203092 loss_giou: 0.253865 loss_mask: 0.522929 loss_dice: 0.545292 loss_class_aux: 17.873075 loss_bbox_aux: 1.300450 loss_giou_aux: 1.637778 loss_mask_aux: 3.233227 loss_dice_aux: 3.257836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.440947 eta: 9:07:44 batch_cost: 0.5525 data_cost: 0.0015 ips: 14.4804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:39] ppdet.engine.callbacks INFO: Epoch: [13] [260/264] learning_rate: 0.000100 loss_class: 3.041846 loss_bbox: 0.209290 loss_giou: 0.283395 loss_mask: 0.603532 loss_dice: 0.524602 loss_class_aux: 19.027853 loss_bbox_aux: 1.342732 loss_giou_aux: 1.790510 loss_mask_aux: 3.675578 loss_dice_aux: 3.229666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.261387 eta: 9:07:19 batch_cost: 0.5325 data_cost: 0.0015 ips: 15.0239 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:56] ppdet.engine.callbacks INFO: Epoch: [14] [  0/264] learning_rate: 0.000100 loss_class: 3.107352 loss_bbox: 0.209893 loss_giou: 0.272314 loss_mask: 0.604968 loss_dice: 0.533573 loss_class_aux: 19.587425 loss_bbox_aux: 1.421001 loss_giou_aux: 1.736150 loss_mask_aux: 3.675578 loss_dice_aux: 3.292285 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.648518 eta: 9:09:38 batch_cost: 1.6614 data_cost: 1.0475 ips: 4.8151 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:38:59] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:38:59] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:39:08] ppdet.engine.callbacks INFO: Epoch: [14] [ 10/264] learning_rate: 0.000100 loss_class: 3.191800 loss_bbox: 0.202455 loss_giou: 0.277082 loss_mask: 0.488781 loss_dice: 0.551312 loss_class_aux: 19.656901 loss_bbox_aux: 1.302915 loss_giou_aux: 1.728575 loss_mask_aux: 2.958157 loss_dice_aux: 3.296388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.208851 loss: 36.402782 eta: 9:10:33 batch_cost: 1.1419 data_cost: 0.2214 ips: 7.0058 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28386 MB
[05/13 19:39:15] ppdet.engine.callbacks INFO: Epoch: [14] [ 20/264] learning_rate: 0.000100 loss_class: 2.964406 loss_bbox: 0.155690 loss_giou: 0.261204 loss_mask: 0.421732 loss_dice: 0.536207 loss_class_aux: 18.552526 loss_bbox_aux: 1.136565 loss_giou_aux: 1.748231 loss_mask_aux: 2.615681 loss_dice_aux: 3.405299 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.131550 loss: 35.095133 eta: 9:10:22 batch_cost: 0.6358 data_cost: 0.0024 ips: 12.5833 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28390 MB
[05/13 19:39:23] ppdet.engine.callbacks INFO: Epoch: [14] [ 30/264] learning_rate: 0.000100 loss_class: 3.243281 loss_bbox: 0.204494 loss_giou: 0.295778 loss_mask: 0.517396 loss_dice: 0.544911 loss_class_aux: 20.556104 loss_bbox_aux: 1.335552 loss_giou_aux: 1.838087 loss_mask_aux: 3.158484 loss_dice_aux: 3.345769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.471692 loss: 36.241297 eta: 9:10:20 batch_cost: 0.7093 data_cost: 0.0028 ips: 11.2792 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28390 MB
[05/13 19:39:29] ppdet.engine.callbacks INFO: Epoch: [14] [ 40/264] learning_rate: 0.000100 loss_class: 2.960111 loss_bbox: 0.221783 loss_giou: 0.258123 loss_mask: 0.594990 loss_dice: 0.547993 loss_class_aux: 18.823166 loss_bbox_aux: 1.359313 loss_giou_aux: 1.659890 loss_mask_aux: 3.729030 loss_dice_aux: 3.205387 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.350924 loss: 34.307762 eta: 9:10:02 batch_cost: 0.5896 data_cost: 0.0023 ips: 13.5689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:39:35] ppdet.engine.callbacks INFO: Epoch: [14] [ 50/264] learning_rate: 0.000100 loss_class: 2.761964 loss_bbox: 0.165526 loss_giou: 0.270493 loss_mask: 0.467916 loss_dice: 0.512999 loss_class_aux: 17.070866 loss_bbox_aux: 1.105283 loss_giou_aux: 1.683444 loss_mask_aux: 2.566806 loss_dice_aux: 3.198965 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.000609 eta: 9:09:44 batch_cost: 0.5868 data_cost: 0.0020 ips: 13.6325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:39:41] ppdet.engine.callbacks INFO: Epoch: [14] [ 60/264] learning_rate: 0.000100 loss_class: 3.184633 loss_bbox: 0.166968 loss_giou: 0.268652 loss_mask: 0.488859 loss_dice: 0.525837 loss_class_aux: 20.041584 loss_bbox_aux: 1.130120 loss_giou_aux: 1.703168 loss_mask_aux: 2.910141 loss_dice_aux: 3.187070 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.784960 loss: 35.510254 eta: 9:09:32 batch_cost: 0.6297 data_cost: 0.0027 ips: 12.7035 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:39:48] ppdet.engine.callbacks INFO: Epoch: [14] [ 70/264] learning_rate: 0.000100 loss_class: 3.076857 loss_bbox: 0.179500 loss_giou: 0.249954 loss_mask: 0.598265 loss_dice: 0.519084 loss_class_aux: 19.471087 loss_bbox_aux: 1.274764 loss_giou_aux: 1.623041 loss_mask_aux: 3.737294 loss_dice_aux: 3.060754 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.587215 loss: 34.519857 eta: 9:09:18 batch_cost: 0.6185 data_cost: 0.0021 ips: 12.9339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:39:54] ppdet.engine.callbacks INFO: Epoch: [14] [ 80/264] learning_rate: 0.000100 loss_class: 2.995840 loss_bbox: 0.232956 loss_giou: 0.256243 loss_mask: 0.650267 loss_dice: 0.566253 loss_class_aux: 18.856357 loss_bbox_aux: 1.546332 loss_giou_aux: 1.668232 loss_mask_aux: 4.187244 loss_dice_aux: 3.492544 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.894226 eta: 9:09:01 batch_cost: 0.5871 data_cost: 0.0018 ips: 13.6262 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:00] ppdet.engine.callbacks INFO: Epoch: [14] [ 90/264] learning_rate: 0.000100 loss_class: 2.727067 loss_bbox: 0.189499 loss_giou: 0.260372 loss_mask: 0.515227 loss_dice: 0.540179 loss_class_aux: 17.392408 loss_bbox_aux: 1.232090 loss_giou_aux: 1.698317 loss_mask_aux: 3.167190 loss_dice_aux: 3.296856 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.595329 eta: 9:08:46 batch_cost: 0.6130 data_cost: 0.0019 ips: 13.0507 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:06] ppdet.engine.callbacks INFO: Epoch: [14] [100/264] learning_rate: 0.000100 loss_class: 3.212256 loss_bbox: 0.234935 loss_giou: 0.297846 loss_mask: 0.643808 loss_dice: 0.553315 loss_class_aux: 19.881300 loss_bbox_aux: 1.403021 loss_giou_aux: 1.884101 loss_mask_aux: 3.710968 loss_dice_aux: 3.368155 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.463990 loss: 37.212391 eta: 9:08:23 batch_cost: 0.5424 data_cost: 0.0021 ips: 14.7490 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:13] ppdet.engine.callbacks INFO: Epoch: [14] [110/264] learning_rate: 0.000100 loss_class: 3.068809 loss_bbox: 0.172952 loss_giou: 0.261730 loss_mask: 0.458613 loss_dice: 0.540352 loss_class_aux: 19.961983 loss_bbox_aux: 1.162051 loss_giou_aux: 1.659468 loss_mask_aux: 2.888967 loss_dice_aux: 3.226391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.598724 eta: 9:08:09 batch_cost: 0.6205 data_cost: 0.0022 ips: 12.8930 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:19] ppdet.engine.callbacks INFO: Epoch: [14] [120/264] learning_rate: 0.000100 loss_class: 3.404572 loss_bbox: 0.245535 loss_giou: 0.282888 loss_mask: 0.656072 loss_dice: 0.601534 loss_class_aux: 21.109961 loss_bbox_aux: 1.539199 loss_giou_aux: 1.836470 loss_mask_aux: 4.333006 loss_dice_aux: 3.662119 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.201725 eta: 9:07:53 batch_cost: 0.5934 data_cost: 0.0018 ips: 13.4816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:25] ppdet.engine.callbacks INFO: Epoch: [14] [130/264] learning_rate: 0.000100 loss_class: 3.343284 loss_bbox: 0.195876 loss_giou: 0.277809 loss_mask: 0.527363 loss_dice: 0.539331 loss_class_aux: 20.996596 loss_bbox_aux: 1.350182 loss_giou_aux: 1.758059 loss_mask_aux: 3.321123 loss_dice_aux: 3.357636 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.352798 eta: 9:07:38 batch_cost: 0.6044 data_cost: 0.0019 ips: 13.2366 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:32] ppdet.engine.callbacks INFO: Epoch: [14] [140/264] learning_rate: 0.000100 loss_class: 3.008945 loss_bbox: 0.202681 loss_giou: 0.248063 loss_mask: 0.548799 loss_dice: 0.555705 loss_class_aux: 18.772094 loss_bbox_aux: 1.346963 loss_giou_aux: 1.586712 loss_mask_aux: 3.523713 loss_dice_aux: 3.423646 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.654200 loss: 34.776560 eta: 9:07:27 batch_cost: 0.6388 data_cost: 0.0023 ips: 12.5236 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:38] ppdet.engine.callbacks INFO: Epoch: [14] [150/264] learning_rate: 0.000100 loss_class: 2.910779 loss_bbox: 0.216867 loss_giou: 0.256343 loss_mask: 0.644856 loss_dice: 0.539840 loss_class_aux: 17.988970 loss_bbox_aux: 1.420638 loss_giou_aux: 1.647300 loss_mask_aux: 3.943651 loss_dice_aux: 3.318064 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.519779 eta: 9:07:12 batch_cost: 0.6064 data_cost: 0.0023 ips: 13.1934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:45] ppdet.engine.callbacks INFO: Epoch: [14] [160/264] learning_rate: 0.000100 loss_class: 3.064368 loss_bbox: 0.184772 loss_giou: 0.262692 loss_mask: 0.523823 loss_dice: 0.556305 loss_class_aux: 19.710874 loss_bbox_aux: 1.139506 loss_giou_aux: 1.620403 loss_mask_aux: 3.203405 loss_dice_aux: 3.377627 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.682758 loss: 35.244038 eta: 9:06:56 batch_cost: 0.5986 data_cost: 0.0021 ips: 13.3638 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:51] ppdet.engine.callbacks INFO: Epoch: [14] [170/264] learning_rate: 0.000100 loss_class: 2.950189 loss_bbox: 0.198370 loss_giou: 0.241172 loss_mask: 0.499643 loss_dice: 0.529108 loss_class_aux: 18.760356 loss_bbox_aux: 1.341049 loss_giou_aux: 1.600293 loss_mask_aux: 2.980607 loss_dice_aux: 3.073217 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.614314 eta: 9:06:42 batch_cost: 0.6153 data_cost: 0.0026 ips: 13.0024 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:40:58] ppdet.engine.callbacks INFO: Epoch: [14] [180/264] learning_rate: 0.000100 loss_class: 3.000152 loss_bbox: 0.195956 loss_giou: 0.249930 loss_mask: 0.549599 loss_dice: 0.500287 loss_class_aux: 19.049393 loss_bbox_aux: 1.305315 loss_giou_aux: 1.608353 loss_mask_aux: 3.237766 loss_dice_aux: 3.012776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.427978 loss: 34.124172 eta: 9:06:29 batch_cost: 0.6166 data_cost: 0.0020 ips: 12.9751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:04] ppdet.engine.callbacks INFO: Epoch: [14] [190/264] learning_rate: 0.000100 loss_class: 2.788659 loss_bbox: 0.186823 loss_giou: 0.261840 loss_mask: 0.559968 loss_dice: 0.503247 loss_class_aux: 17.482298 loss_bbox_aux: 1.224124 loss_giou_aux: 1.656411 loss_mask_aux: 3.435904 loss_dice_aux: 2.939868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557389 loss: 32.572660 eta: 9:06:10 batch_cost: 0.5725 data_cost: 0.0019 ips: 13.9746 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:10] ppdet.engine.callbacks INFO: Epoch: [14] [200/264] learning_rate: 0.000100 loss_class: 3.206294 loss_bbox: 0.193714 loss_giou: 0.254631 loss_mask: 0.588821 loss_dice: 0.531953 loss_class_aux: 20.382547 loss_bbox_aux: 1.308570 loss_giou_aux: 1.631194 loss_mask_aux: 3.411019 loss_dice_aux: 3.202966 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.874912 eta: 9:05:55 batch_cost: 0.6030 data_cost: 0.0020 ips: 13.2661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:16] ppdet.engine.callbacks INFO: Epoch: [14] [210/264] learning_rate: 0.000100 loss_class: 2.858882 loss_bbox: 0.202209 loss_giou: 0.235048 loss_mask: 0.532973 loss_dice: 0.519113 loss_class_aux: 18.226697 loss_bbox_aux: 1.297529 loss_giou_aux: 1.584128 loss_mask_aux: 3.342872 loss_dice_aux: 3.137808 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.970051 eta: 9:05:41 batch_cost: 0.6144 data_cost: 0.0020 ips: 13.0203 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:23] ppdet.engine.callbacks INFO: Epoch: [14] [220/264] learning_rate: 0.000100 loss_class: 3.029522 loss_bbox: 0.192383 loss_giou: 0.249111 loss_mask: 0.511620 loss_dice: 0.539285 loss_class_aux: 19.328389 loss_bbox_aux: 1.261553 loss_giou_aux: 1.600343 loss_mask_aux: 3.181171 loss_dice_aux: 3.147234 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.382168 eta: 9:05:29 batch_cost: 0.6269 data_cost: 0.0018 ips: 12.7622 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:29] ppdet.engine.callbacks INFO: Epoch: [14] [230/264] learning_rate: 0.000100 loss_class: 2.850034 loss_bbox: 0.205929 loss_giou: 0.263142 loss_mask: 0.543345 loss_dice: 0.556918 loss_class_aux: 18.467436 loss_bbox_aux: 1.326938 loss_giou_aux: 1.714337 loss_mask_aux: 3.410037 loss_dice_aux: 3.346738 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.716743 eta: 9:05:09 batch_cost: 0.5610 data_cost: 0.0015 ips: 14.2608 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:34] ppdet.engine.callbacks INFO: Epoch: [14] [240/264] learning_rate: 0.000100 loss_class: 3.169322 loss_bbox: 0.237095 loss_giou: 0.268704 loss_mask: 0.620485 loss_dice: 0.561774 loss_class_aux: 19.199960 loss_bbox_aux: 1.451512 loss_giou_aux: 1.739466 loss_mask_aux: 3.651880 loss_dice_aux: 3.392062 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.089256 eta: 9:04:45 batch_cost: 0.5334 data_cost: 0.0014 ips: 14.9972 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:40] ppdet.engine.callbacks INFO: Epoch: [14] [250/264] learning_rate: 0.000100 loss_class: 2.964377 loss_bbox: 0.180859 loss_giou: 0.290259 loss_mask: 0.464936 loss_dice: 0.595596 loss_class_aux: 18.326000 loss_bbox_aux: 1.209217 loss_giou_aux: 1.867146 loss_mask_aux: 2.986848 loss_dice_aux: 3.505814 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.847158 eta: 9:04:25 batch_cost: 0.5584 data_cost: 0.0015 ips: 14.3271 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:46] ppdet.engine.callbacks INFO: Epoch: [14] [260/264] learning_rate: 0.000100 loss_class: 3.258090 loss_bbox: 0.183588 loss_giou: 0.275907 loss_mask: 0.535241 loss_dice: 0.562501 loss_class_aux: 20.095365 loss_bbox_aux: 1.285835 loss_giou_aux: 1.760126 loss_mask_aux: 3.280315 loss_dice_aux: 3.435295 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.407877 eta: 9:04:06 batch_cost: 0.5682 data_cost: 0.0014 ips: 14.0804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:41:54] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/14
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:41:59] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/14/inference/inference.yml
[05/13 19:41:59] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:41:59] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/14/inference
[05/13 19:42:01] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 19:42:09] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 19:42:17] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 19:42:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:42:20] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.60s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.62s).
Accumulating evaluation results...
DONE (t=0.24s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.501
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.742
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.501
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.368
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.737
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737
[05/13 19:42:23] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.826740623322546
[05/13 19:42:23] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 19:42:23] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/14
[05/13 19:42:23] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 19:42:23] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 19:42:25] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:42:31] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 19:42:31] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:42:31] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 19:42:43] ppdet.engine.callbacks INFO: Epoch: [15] [  0/264] learning_rate: 0.000100 loss_class: 2.977883 loss_bbox: 0.191863 loss_giou: 0.257260 loss_mask: 0.526543 loss_dice: 0.525574 loss_class_aux: 18.839999 loss_bbox_aux: 1.285835 loss_giou_aux: 1.660551 loss_mask_aux: 3.375308 loss_dice_aux: 3.246809 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.221220 eta: 9:06:13 batch_cost: 1.6654 data_cost: 1.0157 ips: 4.8036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:42:54] ppdet.engine.callbacks INFO: Epoch: [15] [ 10/264] learning_rate: 0.000100 loss_class: 2.876007 loss_bbox: 0.205227 loss_giou: 0.270240 loss_mask: 0.614260 loss_dice: 0.519701 loss_class_aux: 18.405609 loss_bbox_aux: 1.336897 loss_giou_aux: 1.729377 loss_mask_aux: 3.836350 loss_dice_aux: 3.127300 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.086983 eta: 9:06:59 batch_cost: 1.0974 data_cost: 0.1096 ips: 7.2900 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:01] ppdet.engine.callbacks INFO: Epoch: [15] [ 20/264] learning_rate: 0.000100 loss_class: 3.079841 loss_bbox: 0.198923 loss_giou: 0.239626 loss_mask: 0.577455 loss_dice: 0.547347 loss_class_aux: 19.224789 loss_bbox_aux: 1.295661 loss_giou_aux: 1.548639 loss_mask_aux: 3.454220 loss_dice_aux: 3.279218 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.486335 loss: 35.158899 eta: 9:06:44 batch_cost: 0.6123 data_cost: 0.0028 ips: 13.0652 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:08] ppdet.engine.callbacks INFO: Epoch: [15] [ 30/264] learning_rate: 0.000100 loss_class: 2.974629 loss_bbox: 0.173912 loss_giou: 0.233270 loss_mask: 0.538997 loss_dice: 0.491493 loss_class_aux: 18.904815 loss_bbox_aux: 1.254245 loss_giou_aux: 1.499105 loss_mask_aux: 3.406756 loss_dice_aux: 3.050088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.568237 eta: 9:06:35 batch_cost: 0.6518 data_cost: 0.0028 ips: 12.2735 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:14] ppdet.engine.callbacks INFO: Epoch: [15] [ 40/264] learning_rate: 0.000100 loss_class: 2.822625 loss_bbox: 0.198728 loss_giou: 0.259491 loss_mask: 0.544449 loss_dice: 0.510988 loss_class_aux: 17.680385 loss_bbox_aux: 1.217714 loss_giou_aux: 1.629460 loss_mask_aux: 3.208127 loss_dice_aux: 3.159875 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.625534 eta: 9:06:19 batch_cost: 0.5942 data_cost: 0.0023 ips: 13.4631 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:21] ppdet.engine.callbacks INFO: Epoch: [15] [ 50/264] learning_rate: 0.000100 loss_class: 2.879676 loss_bbox: 0.251568 loss_giou: 0.268516 loss_mask: 0.739135 loss_dice: 0.596946 loss_class_aux: 18.246982 loss_bbox_aux: 1.618228 loss_giou_aux: 1.747472 loss_mask_aux: 4.884636 loss_dice_aux: 3.524788 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.768265 eta: 9:06:04 batch_cost: 0.6003 data_cost: 0.0023 ips: 13.3267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:27] ppdet.engine.callbacks INFO: Epoch: [15] [ 60/264] learning_rate: 0.000100 loss_class: 3.034176 loss_bbox: 0.177329 loss_giou: 0.253081 loss_mask: 0.510795 loss_dice: 0.493405 loss_class_aux: 19.177567 loss_bbox_aux: 1.148435 loss_giou_aux: 1.613313 loss_mask_aux: 3.144770 loss_dice_aux: 2.949708 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.383106 eta: 9:05:52 batch_cost: 0.6327 data_cost: 0.0025 ips: 12.6449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:29] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:43:29] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:43:33] ppdet.engine.callbacks INFO: Epoch: [15] [ 70/264] learning_rate: 0.000100 loss_class: 2.573785 loss_bbox: 0.222747 loss_giou: 0.275607 loss_mask: 0.592568 loss_dice: 0.544991 loss_class_aux: 16.364519 loss_bbox_aux: 1.411725 loss_giou_aux: 1.710386 loss_mask_aux: 3.532851 loss_dice_aux: 3.221301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.343393 eta: 9:05:35 batch_cost: 0.5845 data_cost: 0.0022 ips: 13.6865 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:39] ppdet.engine.callbacks INFO: Epoch: [15] [ 80/264] learning_rate: 0.000100 loss_class: 3.095102 loss_bbox: 0.216637 loss_giou: 0.238098 loss_mask: 0.576606 loss_dice: 0.515698 loss_class_aux: 19.886912 loss_bbox_aux: 1.490268 loss_giou_aux: 1.545471 loss_mask_aux: 3.515960 loss_dice_aux: 3.112769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.475927 loss: 34.965416 eta: 9:05:17 batch_cost: 0.5778 data_cost: 0.0020 ips: 13.8457 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:46] ppdet.engine.callbacks INFO: Epoch: [15] [ 90/264] learning_rate: 0.000100 loss_class: 2.610154 loss_bbox: 0.185232 loss_giou: 0.255078 loss_mask: 0.484377 loss_dice: 0.489338 loss_class_aux: 17.031381 loss_bbox_aux: 1.150965 loss_giou_aux: 1.642137 loss_mask_aux: 2.815123 loss_dice_aux: 3.041485 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.069719 loss: 31.204955 eta: 9:05:05 batch_cost: 0.6268 data_cost: 0.0019 ips: 12.7629 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:52] ppdet.engine.callbacks INFO: Epoch: [15] [100/264] learning_rate: 0.000100 loss_class: 3.152128 loss_bbox: 0.184772 loss_giou: 0.251954 loss_mask: 0.522810 loss_dice: 0.547351 loss_class_aux: 19.326555 loss_bbox_aux: 1.245311 loss_giou_aux: 1.690447 loss_mask_aux: 3.134176 loss_dice_aux: 3.506973 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.080282 eta: 9:04:47 batch_cost: 0.5740 data_cost: 0.0020 ips: 13.9377 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:43:58] ppdet.engine.callbacks INFO: Epoch: [15] [110/264] learning_rate: 0.000100 loss_class: 3.281243 loss_bbox: 0.233841 loss_giou: 0.278918 loss_mask: 0.666952 loss_dice: 0.566858 loss_class_aux: 21.441363 loss_bbox_aux: 1.454559 loss_giou_aux: 1.753736 loss_mask_aux: 3.931535 loss_dice_aux: 3.325312 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.283230 eta: 9:04:33 batch_cost: 0.6136 data_cost: 0.0028 ips: 13.0388 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:04] ppdet.engine.callbacks INFO: Epoch: [15] [120/264] learning_rate: 0.000100 loss_class: 3.404599 loss_bbox: 0.190111 loss_giou: 0.240806 loss_mask: 0.500829 loss_dice: 0.582535 loss_class_aux: 20.213047 loss_bbox_aux: 1.369171 loss_giou_aux: 1.594785 loss_mask_aux: 3.347446 loss_dice_aux: 3.479606 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.066097 eta: 9:04:14 batch_cost: 0.5681 data_cost: 0.0019 ips: 14.0823 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:11] ppdet.engine.callbacks INFO: Epoch: [15] [130/264] learning_rate: 0.000100 loss_class: 3.023173 loss_bbox: 0.193326 loss_giou: 0.279146 loss_mask: 0.531004 loss_dice: 0.539346 loss_class_aux: 18.961543 loss_bbox_aux: 1.263379 loss_giou_aux: 1.683899 loss_mask_aux: 3.260792 loss_dice_aux: 3.265577 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.450845 loss: 35.163206 eta: 9:03:59 batch_cost: 0.6009 data_cost: 0.0020 ips: 13.3141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:17] ppdet.engine.callbacks INFO: Epoch: [15] [140/264] learning_rate: 0.000100 loss_class: 2.791037 loss_bbox: 0.209326 loss_giou: 0.242681 loss_mask: 0.629020 loss_dice: 0.511139 loss_class_aux: 17.926881 loss_bbox_aux: 1.372082 loss_giou_aux: 1.552697 loss_mask_aux: 3.896003 loss_dice_aux: 3.042431 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.104256 loss: 34.348473 eta: 9:03:42 batch_cost: 0.5830 data_cost: 0.0021 ips: 13.7218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:23] ppdet.engine.callbacks INFO: Epoch: [15] [150/264] learning_rate: 0.000100 loss_class: 3.054090 loss_bbox: 0.195967 loss_giou: 0.231277 loss_mask: 0.490005 loss_dice: 0.516115 loss_class_aux: 18.816539 loss_bbox_aux: 1.246223 loss_giou_aux: 1.521601 loss_mask_aux: 2.948533 loss_dice_aux: 3.112399 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.778482 eta: 9:03:25 batch_cost: 0.5848 data_cost: 0.0019 ips: 13.6804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:29] ppdet.engine.callbacks INFO: Epoch: [15] [160/264] learning_rate: 0.000100 loss_class: 3.050171 loss_bbox: 0.201889 loss_giou: 0.317560 loss_mask: 0.592355 loss_dice: 0.612516 loss_class_aux: 19.535937 loss_bbox_aux: 1.312044 loss_giou_aux: 1.988258 loss_mask_aux: 3.558083 loss_dice_aux: 3.658193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554997 loss: 36.037064 eta: 9:03:14 batch_cost: 0.6257 data_cost: 0.0021 ips: 12.7847 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:36] ppdet.engine.callbacks INFO: Epoch: [15] [170/264] learning_rate: 0.000100 loss_class: 2.979123 loss_bbox: 0.180295 loss_giou: 0.266571 loss_mask: 0.480267 loss_dice: 0.526995 loss_class_aux: 18.595104 loss_bbox_aux: 1.225371 loss_giou_aux: 1.657547 loss_mask_aux: 3.000215 loss_dice_aux: 3.214138 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.310326 eta: 9:02:59 batch_cost: 0.6002 data_cost: 0.0019 ips: 13.3283 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:42] ppdet.engine.callbacks INFO: Epoch: [15] [180/264] learning_rate: 0.000100 loss_class: 2.806287 loss_bbox: 0.226487 loss_giou: 0.283821 loss_mask: 0.580862 loss_dice: 0.579830 loss_class_aux: 17.578196 loss_bbox_aux: 1.452333 loss_giou_aux: 1.799163 loss_mask_aux: 3.550004 loss_dice_aux: 3.438124 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.570698 loss: 33.059715 eta: 9:02:49 batch_cost: 0.6415 data_cost: 0.0021 ips: 12.4698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:49] ppdet.engine.callbacks INFO: Epoch: [15] [190/264] learning_rate: 0.000100 loss_class: 3.023053 loss_bbox: 0.231349 loss_giou: 0.250279 loss_mask: 0.654492 loss_dice: 0.573071 loss_class_aux: 19.752950 loss_bbox_aux: 1.571257 loss_giou_aux: 1.597333 loss_mask_aux: 3.977467 loss_dice_aux: 3.394723 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.765117 loss: 36.469742 eta: 9:02:37 batch_cost: 0.6295 data_cost: 0.0019 ips: 12.7086 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:44:55] ppdet.engine.callbacks INFO: Epoch: [15] [200/264] learning_rate: 0.000100 loss_class: 2.991408 loss_bbox: 0.201478 loss_giou: 0.286732 loss_mask: 0.483464 loss_dice: 0.555575 loss_class_aux: 18.291705 loss_bbox_aux: 1.323401 loss_giou_aux: 1.800148 loss_mask_aux: 3.083320 loss_dice_aux: 3.405684 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.710691 eta: 9:02:17 batch_cost: 0.5556 data_cost: 0.0025 ips: 14.3985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:01] ppdet.engine.callbacks INFO: Epoch: [15] [210/264] learning_rate: 0.000100 loss_class: 2.841094 loss_bbox: 0.202087 loss_giou: 0.252997 loss_mask: 0.578955 loss_dice: 0.527162 loss_class_aux: 18.019528 loss_bbox_aux: 1.331102 loss_giou_aux: 1.601464 loss_mask_aux: 3.477368 loss_dice_aux: 3.102710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.049567 eta: 9:02:05 batch_cost: 0.6170 data_cost: 0.0020 ips: 12.9653 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:08] ppdet.engine.callbacks INFO: Epoch: [15] [220/264] learning_rate: 0.000100 loss_class: 3.044637 loss_bbox: 0.202798 loss_giou: 0.258756 loss_mask: 0.513969 loss_dice: 0.533580 loss_class_aux: 18.943304 loss_bbox_aux: 1.380654 loss_giou_aux: 1.686350 loss_mask_aux: 3.180045 loss_dice_aux: 3.246889 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.916361 eta: 9:01:49 batch_cost: 0.5929 data_cost: 0.0017 ips: 13.4927 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:14] ppdet.engine.callbacks INFO: Epoch: [15] [230/264] learning_rate: 0.000100 loss_class: 3.288041 loss_bbox: 0.216814 loss_giou: 0.286461 loss_mask: 0.617069 loss_dice: 0.544409 loss_class_aux: 20.754766 loss_bbox_aux: 1.382043 loss_giou_aux: 1.827413 loss_mask_aux: 3.796151 loss_dice_aux: 3.352208 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.425509 loss: 37.921402 eta: 9:01:35 batch_cost: 0.6017 data_cost: 0.0016 ips: 13.2962 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:20] ppdet.engine.callbacks INFO: Epoch: [15] [240/264] learning_rate: 0.000100 loss_class: 2.726586 loss_bbox: 0.196018 loss_giou: 0.262544 loss_mask: 0.538477 loss_dice: 0.528848 loss_class_aux: 18.042057 loss_bbox_aux: 1.294006 loss_giou_aux: 1.704258 loss_mask_aux: 3.287996 loss_dice_aux: 3.195682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.428398 eta: 9:01:16 batch_cost: 0.5627 data_cost: 0.0018 ips: 14.2159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:25] ppdet.engine.callbacks INFO: Epoch: [15] [250/264] learning_rate: 0.000100 loss_class: 2.926744 loss_bbox: 0.191021 loss_giou: 0.263531 loss_mask: 0.460744 loss_dice: 0.493304 loss_class_aux: 18.134089 loss_bbox_aux: 1.266306 loss_giou_aux: 1.683592 loss_mask_aux: 2.960791 loss_dice_aux: 3.108234 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.888895 eta: 9:00:53 batch_cost: 0.5278 data_cost: 0.0019 ips: 15.1576 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:31] ppdet.engine.callbacks INFO: Epoch: [15] [260/264] learning_rate: 0.000100 loss_class: 2.960739 loss_bbox: 0.199069 loss_giou: 0.285096 loss_mask: 0.507295 loss_dice: 0.518712 loss_class_aux: 18.125051 loss_bbox_aux: 1.209649 loss_giou_aux: 1.743222 loss_mask_aux: 3.115436 loss_dice_aux: 3.256631 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.073292 eta: 9:00:33 batch_cost: 0.5530 data_cost: 0.0015 ips: 14.4663 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:45:50] ppdet.engine.callbacks INFO: Epoch: [16] [  0/264] learning_rate: 0.000100 loss_class: 2.991434 loss_bbox: 0.220047 loss_giou: 0.276188 loss_mask: 0.610518 loss_dice: 0.539720 loss_class_aux: 19.091811 loss_bbox_aux: 1.483993 loss_giou_aux: 1.672384 loss_mask_aux: 3.361431 loss_dice_aux: 3.189255 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.674072 eta: 9:02:46 batch_cost: 1.7806 data_cost: 1.1462 ips: 4.4928 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:01] ppdet.engine.callbacks INFO: Epoch: [16] [ 10/264] learning_rate: 0.000100 loss_class: 2.729787 loss_bbox: 0.185797 loss_giou: 0.275159 loss_mask: 0.517325 loss_dice: 0.544265 loss_class_aux: 17.093135 loss_bbox_aux: 1.238270 loss_giou_aux: 1.769565 loss_mask_aux: 3.164571 loss_dice_aux: 3.316373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.342218 eta: 9:03:17 batch_cost: 1.0039 data_cost: 0.0061 ips: 7.9686 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:08] ppdet.engine.callbacks INFO: Epoch: [16] [ 20/264] learning_rate: 0.000100 loss_class: 2.795297 loss_bbox: 0.196692 loss_giou: 0.272184 loss_mask: 0.524717 loss_dice: 0.564599 loss_class_aux: 17.873591 loss_bbox_aux: 1.238353 loss_giou_aux: 1.759183 loss_mask_aux: 3.277101 loss_dice_aux: 3.397364 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.421472 loss: 31.679446 eta: 9:03:09 batch_cost: 0.6605 data_cost: 0.0032 ips: 12.1122 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:15] ppdet.engine.callbacks INFO: Epoch: [16] [ 30/264] learning_rate: 0.000100 loss_class: 2.829284 loss_bbox: 0.231442 loss_giou: 0.294563 loss_mask: 0.646348 loss_dice: 0.566326 loss_class_aux: 17.996518 loss_bbox_aux: 1.526196 loss_giou_aux: 1.834002 loss_mask_aux: 3.663846 loss_dice_aux: 3.427626 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.618996 eta: 9:03:02 batch_cost: 0.6630 data_cost: 0.0022 ips: 12.0665 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:21] ppdet.engine.callbacks INFO: Epoch: [16] [ 40/264] learning_rate: 0.000100 loss_class: 3.195572 loss_bbox: 0.207422 loss_giou: 0.270133 loss_mask: 0.562184 loss_dice: 0.539625 loss_class_aux: 19.641382 loss_bbox_aux: 1.348155 loss_giou_aux: 1.687909 loss_mask_aux: 3.401905 loss_dice_aux: 3.242572 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.424429 eta: 9:02:45 batch_cost: 0.5796 data_cost: 0.0020 ips: 13.8034 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:28] ppdet.engine.callbacks INFO: Epoch: [16] [ 50/264] learning_rate: 0.000100 loss_class: 3.275778 loss_bbox: 0.189630 loss_giou: 0.271118 loss_mask: 0.524911 loss_dice: 0.578202 loss_class_aux: 20.032201 loss_bbox_aux: 1.271807 loss_giou_aux: 1.724146 loss_mask_aux: 3.319613 loss_dice_aux: 3.416239 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.495705 eta: 9:02:30 batch_cost: 0.5991 data_cost: 0.0020 ips: 13.3544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:34] ppdet.engine.callbacks INFO: Epoch: [16] [ 60/264] learning_rate: 0.000100 loss_class: 2.541217 loss_bbox: 0.187707 loss_giou: 0.261786 loss_mask: 0.491189 loss_dice: 0.496819 loss_class_aux: 16.133960 loss_bbox_aux: 1.228803 loss_giou_aux: 1.753045 loss_mask_aux: 3.083495 loss_dice_aux: 3.118120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.757624 loss: 30.904524 eta: 9:02:18 batch_cost: 0.6252 data_cost: 0.0018 ips: 12.7957 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:40] ppdet.engine.callbacks INFO: Epoch: [16] [ 70/264] learning_rate: 0.000100 loss_class: 2.718558 loss_bbox: 0.204806 loss_giou: 0.270195 loss_mask: 0.541444 loss_dice: 0.515028 loss_class_aux: 16.908108 loss_bbox_aux: 1.296890 loss_giou_aux: 1.704075 loss_mask_aux: 3.265540 loss_dice_aux: 3.139596 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.039690 eta: 9:02:02 batch_cost: 0.5919 data_cost: 0.0020 ips: 13.5156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:46] ppdet.engine.callbacks INFO: Epoch: [16] [ 80/264] learning_rate: 0.000100 loss_class: 2.998573 loss_bbox: 0.207864 loss_giou: 0.262156 loss_mask: 0.589304 loss_dice: 0.524491 loss_class_aux: 18.829388 loss_bbox_aux: 1.304687 loss_giou_aux: 1.648590 loss_mask_aux: 3.405324 loss_dice_aux: 3.135386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.722353 eta: 9:01:46 batch_cost: 0.5816 data_cost: 0.0019 ips: 13.7541 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:53] ppdet.engine.callbacks INFO: Epoch: [16] [ 90/264] learning_rate: 0.000100 loss_class: 2.998954 loss_bbox: 0.209091 loss_giou: 0.289403 loss_mask: 0.658513 loss_dice: 0.621166 loss_class_aux: 18.651895 loss_bbox_aux: 1.354400 loss_giou_aux: 1.797640 loss_mask_aux: 3.854654 loss_dice_aux: 3.663010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.833094 eta: 9:01:31 batch_cost: 0.5982 data_cost: 0.0020 ips: 13.3731 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:46:59] ppdet.engine.callbacks INFO: Epoch: [16] [100/264] learning_rate: 0.000100 loss_class: 3.113114 loss_bbox: 0.198693 loss_giou: 0.249803 loss_mask: 0.475930 loss_dice: 0.564392 loss_class_aux: 19.555809 loss_bbox_aux: 1.240017 loss_giou_aux: 1.592431 loss_mask_aux: 2.915867 loss_dice_aux: 3.321610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.808020 eta: 9:01:15 batch_cost: 0.5853 data_cost: 0.0022 ips: 13.6683 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:05] ppdet.engine.callbacks INFO: Epoch: [16] [110/264] learning_rate: 0.000100 loss_class: 2.837597 loss_bbox: 0.214578 loss_giou: 0.244373 loss_mask: 0.500677 loss_dice: 0.543343 loss_class_aux: 18.303124 loss_bbox_aux: 1.354395 loss_giou_aux: 1.643816 loss_mask_aux: 3.059088 loss_dice_aux: 3.144548 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.888764 loss: 33.634319 eta: 9:01:01 batch_cost: 0.6106 data_cost: 0.0022 ips: 13.1016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:11] ppdet.engine.callbacks INFO: Epoch: [16] [120/264] learning_rate: 0.000100 loss_class: 2.916582 loss_bbox: 0.237685 loss_giou: 0.313359 loss_mask: 0.657918 loss_dice: 0.605732 loss_class_aux: 19.386898 loss_bbox_aux: 1.537903 loss_giou_aux: 1.955596 loss_mask_aux: 3.979878 loss_dice_aux: 3.659976 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.490473 eta: 9:00:44 batch_cost: 0.5749 data_cost: 0.0020 ips: 13.9157 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:17] ppdet.engine.callbacks INFO: Epoch: [16] [130/264] learning_rate: 0.000100 loss_class: 3.025404 loss_bbox: 0.174801 loss_giou: 0.280367 loss_mask: 0.458521 loss_dice: 0.502928 loss_class_aux: 18.863461 loss_bbox_aux: 1.124788 loss_giou_aux: 1.746813 loss_mask_aux: 2.833713 loss_dice_aux: 2.966388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.597060 loss: 31.085144 eta: 9:00:25 batch_cost: 0.5624 data_cost: 0.0020 ips: 14.2246 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:23] ppdet.engine.callbacks INFO: Epoch: [16] [140/264] learning_rate: 0.000100 loss_class: 3.171443 loss_bbox: 0.193378 loss_giou: 0.212677 loss_mask: 0.486915 loss_dice: 0.477506 loss_class_aux: 20.444022 loss_bbox_aux: 1.287276 loss_giou_aux: 1.444236 loss_mask_aux: 2.842603 loss_dice_aux: 2.958634 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.097659 eta: 9:00:08 batch_cost: 0.5730 data_cost: 0.0020 ips: 13.9610 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:30] ppdet.engine.callbacks INFO: Epoch: [16] [150/264] learning_rate: 0.000100 loss_class: 2.953555 loss_bbox: 0.234730 loss_giou: 0.258601 loss_mask: 0.616139 loss_dice: 0.513797 loss_class_aux: 18.926539 loss_bbox_aux: 1.500053 loss_giou_aux: 1.612936 loss_mask_aux: 3.666628 loss_dice_aux: 3.146809 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.443211 eta: 8:59:56 batch_cost: 0.6250 data_cost: 0.0025 ips: 12.8004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:31] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:47:31] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:47:36] ppdet.engine.callbacks INFO: Epoch: [16] [160/264] learning_rate: 0.000100 loss_class: 2.945955 loss_bbox: 0.207855 loss_giou: 0.271325 loss_mask: 0.529432 loss_dice: 0.540709 loss_class_aux: 17.966282 loss_bbox_aux: 1.357571 loss_giou_aux: 1.771797 loss_mask_aux: 3.225378 loss_dice_aux: 3.268919 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.312063 eta: 8:59:43 batch_cost: 0.6043 data_cost: 0.0020 ips: 13.2387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:43] ppdet.engine.callbacks INFO: Epoch: [16] [170/264] learning_rate: 0.000100 loss_class: 2.721720 loss_bbox: 0.182946 loss_giou: 0.240974 loss_mask: 0.515270 loss_dice: 0.506094 loss_class_aux: 17.457199 loss_bbox_aux: 1.165023 loss_giou_aux: 1.516000 loss_mask_aux: 3.118909 loss_dice_aux: 3.111277 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.215086 loss: 30.770160 eta: 8:59:30 batch_cost: 0.6171 data_cost: 0.0020 ips: 12.9638 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:49] ppdet.engine.callbacks INFO: Epoch: [16] [180/264] learning_rate: 0.000100 loss_class: 2.806072 loss_bbox: 0.173968 loss_giou: 0.256011 loss_mask: 0.518697 loss_dice: 0.494928 loss_class_aux: 17.613927 loss_bbox_aux: 1.165083 loss_giou_aux: 1.584475 loss_mask_aux: 3.134695 loss_dice_aux: 2.970964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.698861 eta: 8:59:13 batch_cost: 0.5763 data_cost: 0.0020 ips: 13.8825 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:47:55] ppdet.engine.callbacks INFO: Epoch: [16] [190/264] learning_rate: 0.000100 loss_class: 2.876324 loss_bbox: 0.215759 loss_giou: 0.271069 loss_mask: 0.526675 loss_dice: 0.560031 loss_class_aux: 18.007594 loss_bbox_aux: 1.408938 loss_giou_aux: 1.737823 loss_mask_aux: 3.207464 loss_dice_aux: 3.366802 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.100918 eta: 8:58:59 batch_cost: 0.5993 data_cost: 0.0022 ips: 13.3482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:01] ppdet.engine.callbacks INFO: Epoch: [16] [200/264] learning_rate: 0.000100 loss_class: 3.008601 loss_bbox: 0.170099 loss_giou: 0.256065 loss_mask: 0.505154 loss_dice: 0.504152 loss_class_aux: 18.832585 loss_bbox_aux: 1.179467 loss_giou_aux: 1.632394 loss_mask_aux: 3.018537 loss_dice_aux: 3.026786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.916294 loss: 32.741640 eta: 8:58:46 batch_cost: 0.6076 data_cost: 0.0022 ips: 13.1671 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:07] ppdet.engine.callbacks INFO: Epoch: [16] [210/264] learning_rate: 0.000100 loss_class: 2.847019 loss_bbox: 0.184532 loss_giou: 0.232547 loss_mask: 0.536113 loss_dice: 0.507002 loss_class_aux: 19.040834 loss_bbox_aux: 1.232921 loss_giou_aux: 1.576887 loss_mask_aux: 3.315458 loss_dice_aux: 3.231928 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.912371 loss: 32.653858 eta: 8:58:30 batch_cost: 0.5867 data_cost: 0.0022 ips: 13.6351 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:14] ppdet.engine.callbacks INFO: Epoch: [16] [220/264] learning_rate: 0.000100 loss_class: 2.943814 loss_bbox: 0.211987 loss_giou: 0.294864 loss_mask: 0.484337 loss_dice: 0.541517 loss_class_aux: 18.393321 loss_bbox_aux: 1.376715 loss_giou_aux: 1.821791 loss_mask_aux: 3.059200 loss_dice_aux: 3.211698 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.299756 eta: 8:58:15 batch_cost: 0.5877 data_cost: 0.0021 ips: 13.6115 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:20] ppdet.engine.callbacks INFO: Epoch: [16] [230/264] learning_rate: 0.000100 loss_class: 2.681030 loss_bbox: 0.156317 loss_giou: 0.244498 loss_mask: 0.411926 loss_dice: 0.487474 loss_class_aux: 16.989395 loss_bbox_aux: 1.026842 loss_giou_aux: 1.556408 loss_mask_aux: 2.579457 loss_dice_aux: 2.845920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.401116 loss: 29.537581 eta: 8:57:58 batch_cost: 0.5714 data_cost: 0.0016 ips: 14.0010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:26] ppdet.engine.callbacks INFO: Epoch: [16] [240/264] learning_rate: 0.000100 loss_class: 2.925554 loss_bbox: 0.192456 loss_giou: 0.269223 loss_mask: 0.537866 loss_dice: 0.570976 loss_class_aux: 18.653872 loss_bbox_aux: 1.250232 loss_giou_aux: 1.717264 loss_mask_aux: 3.169248 loss_dice_aux: 3.412369 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.436491 loss: 33.846767 eta: 8:57:42 batch_cost: 0.5877 data_cost: 0.0014 ips: 13.6133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:31] ppdet.engine.callbacks INFO: Epoch: [16] [250/264] learning_rate: 0.000100 loss_class: 2.669321 loss_bbox: 0.198904 loss_giou: 0.252890 loss_mask: 0.553010 loss_dice: 0.510323 loss_class_aux: 17.348237 loss_bbox_aux: 1.411556 loss_giou_aux: 1.612032 loss_mask_aux: 3.344000 loss_dice_aux: 3.160517 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.910925 eta: 8:57:22 batch_cost: 0.5432 data_cost: 0.0014 ips: 14.7275 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:37] ppdet.engine.callbacks INFO: Epoch: [16] [260/264] learning_rate: 0.000100 loss_class: 3.281986 loss_bbox: 0.192422 loss_giou: 0.255087 loss_mask: 0.589685 loss_dice: 0.582280 loss_class_aux: 20.694116 loss_bbox_aux: 1.325517 loss_giou_aux: 1.661670 loss_mask_aux: 3.558812 loss_dice_aux: 3.608963 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.398098 eta: 8:57:05 batch_cost: 0.5691 data_cost: 0.0014 ips: 14.0565 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:48:58] ppdet.engine.callbacks INFO: Epoch: [17] [  0/264] learning_rate: 0.000100 loss_class: 3.072662 loss_bbox: 0.206399 loss_giou: 0.273164 loss_mask: 0.629041 loss_dice: 0.555084 loss_class_aux: 19.633490 loss_bbox_aux: 1.400664 loss_giou_aux: 1.732303 loss_mask_aux: 3.764123 loss_dice_aux: 3.445048 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554694 loss: 35.210968 eta: 8:59:18 batch_cost: 1.8598 data_cost: 1.2615 ips: 4.3016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:08] ppdet.engine.callbacks INFO: Epoch: [17] [ 10/264] learning_rate: 0.000100 loss_class: 2.808010 loss_bbox: 0.182200 loss_giou: 0.261262 loss_mask: 0.490720 loss_dice: 0.537144 loss_class_aux: 17.993993 loss_bbox_aux: 1.227419 loss_giou_aux: 1.677916 loss_mask_aux: 2.912529 loss_dice_aux: 3.226650 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.505001 eta: 8:59:43 batch_cost: 0.9629 data_cost: 0.0085 ips: 8.3082 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:15] ppdet.engine.callbacks INFO: Epoch: [17] [ 20/264] learning_rate: 0.000100 loss_class: 3.215616 loss_bbox: 0.241611 loss_giou: 0.242104 loss_mask: 0.621597 loss_dice: 0.497926 loss_class_aux: 20.329069 loss_bbox_aux: 1.571114 loss_giou_aux: 1.536876 loss_mask_aux: 3.933301 loss_dice_aux: 3.084679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.851479 loss: 38.041874 eta: 8:59:34 batch_cost: 0.6521 data_cost: 0.0028 ips: 12.2682 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:23] ppdet.engine.callbacks INFO: Epoch: [17] [ 30/264] learning_rate: 0.000100 loss_class: 2.828096 loss_bbox: 0.222927 loss_giou: 0.264545 loss_mask: 0.590905 loss_dice: 0.515902 loss_class_aux: 18.017720 loss_bbox_aux: 1.377063 loss_giou_aux: 1.648611 loss_mask_aux: 3.522369 loss_dice_aux: 3.093852 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.365564 eta: 8:59:35 batch_cost: 0.7412 data_cost: 0.0029 ips: 10.7935 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:29] ppdet.engine.callbacks INFO: Epoch: [17] [ 40/264] learning_rate: 0.000100 loss_class: 2.911400 loss_bbox: 0.206170 loss_giou: 0.294397 loss_mask: 0.509867 loss_dice: 0.596598 loss_class_aux: 18.564116 loss_bbox_aux: 1.334451 loss_giou_aux: 1.865527 loss_mask_aux: 3.349009 loss_dice_aux: 3.481012 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.389356 loss: 33.982149 eta: 8:59:21 batch_cost: 0.5989 data_cost: 0.0018 ips: 13.3571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:35] ppdet.engine.callbacks INFO: Epoch: [17] [ 50/264] learning_rate: 0.000100 loss_class: 2.909670 loss_bbox: 0.173414 loss_giou: 0.268370 loss_mask: 0.519014 loss_dice: 0.567339 loss_class_aux: 17.912587 loss_bbox_aux: 1.140169 loss_giou_aux: 1.733139 loss_mask_aux: 3.100586 loss_dice_aux: 3.398946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.328472 eta: 8:59:03 batch_cost: 0.5664 data_cost: 0.0019 ips: 14.1244 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:41] ppdet.engine.callbacks INFO: Epoch: [17] [ 60/264] learning_rate: 0.000100 loss_class: 2.781021 loss_bbox: 0.181289 loss_giou: 0.277235 loss_mask: 0.476522 loss_dice: 0.495835 loss_class_aux: 17.934429 loss_bbox_aux: 1.200963 loss_giou_aux: 1.698063 loss_mask_aux: 3.048043 loss_dice_aux: 3.098546 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.150653 eta: 8:58:47 batch_cost: 0.5794 data_cost: 0.0021 ips: 13.8063 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:47] ppdet.engine.callbacks INFO: Epoch: [17] [ 70/264] learning_rate: 0.000100 loss_class: 2.805924 loss_bbox: 0.198655 loss_giou: 0.256957 loss_mask: 0.548232 loss_dice: 0.519821 loss_class_aux: 17.584958 loss_bbox_aux: 1.291454 loss_giou_aux: 1.654443 loss_mask_aux: 3.318423 loss_dice_aux: 3.265958 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.436211 eta: 8:58:29 batch_cost: 0.5665 data_cost: 0.0018 ips: 14.1219 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:53] ppdet.engine.callbacks INFO: Epoch: [17] [ 80/264] learning_rate: 0.000100 loss_class: 2.716429 loss_bbox: 0.184109 loss_giou: 0.292110 loss_mask: 0.538083 loss_dice: 0.530854 loss_class_aux: 16.630946 loss_bbox_aux: 1.301410 loss_giou_aux: 1.813796 loss_mask_aux: 3.050126 loss_dice_aux: 3.222359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.516771 eta: 8:58:13 batch_cost: 0.5798 data_cost: 0.0025 ips: 13.7984 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:49:59] ppdet.engine.callbacks INFO: Epoch: [17] [ 90/264] learning_rate: 0.000100 loss_class: 3.278219 loss_bbox: 0.213606 loss_giou: 0.255017 loss_mask: 0.622165 loss_dice: 0.504443 loss_class_aux: 19.215989 loss_bbox_aux: 1.524727 loss_giou_aux: 1.609231 loss_mask_aux: 3.790023 loss_dice_aux: 2.986260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.560144 eta: 8:57:55 batch_cost: 0.5641 data_cost: 0.0027 ips: 14.1817 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:05] ppdet.engine.callbacks INFO: Epoch: [17] [100/264] learning_rate: 0.000100 loss_class: 2.874568 loss_bbox: 0.208848 loss_giou: 0.236957 loss_mask: 0.508314 loss_dice: 0.445926 loss_class_aux: 18.483785 loss_bbox_aux: 1.402573 loss_giou_aux: 1.497153 loss_mask_aux: 3.397907 loss_dice_aux: 2.726530 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.181063 eta: 8:57:43 batch_cost: 0.6145 data_cost: 0.0025 ips: 13.0194 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:12] ppdet.engine.callbacks INFO: Epoch: [17] [110/264] learning_rate: 0.000100 loss_class: 2.954134 loss_bbox: 0.183721 loss_giou: 0.277593 loss_mask: 0.554279 loss_dice: 0.532975 loss_class_aux: 18.136259 loss_bbox_aux: 1.253005 loss_giou_aux: 1.748711 loss_mask_aux: 3.429071 loss_dice_aux: 3.242947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.883047 loss: 33.416838 eta: 8:57:28 batch_cost: 0.5896 data_cost: 0.0019 ips: 13.5681 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:18] ppdet.engine.callbacks INFO: Epoch: [17] [120/264] learning_rate: 0.000100 loss_class: 2.724647 loss_bbox: 0.194110 loss_giou: 0.254615 loss_mask: 0.548945 loss_dice: 0.486542 loss_class_aux: 17.549322 loss_bbox_aux: 1.285775 loss_giou_aux: 1.594342 loss_mask_aux: 3.241330 loss_dice_aux: 2.939019 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.890832 eta: 8:57:14 batch_cost: 0.5992 data_cost: 0.0022 ips: 13.3513 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:24] ppdet.engine.callbacks INFO: Epoch: [17] [130/264] learning_rate: 0.000100 loss_class: 2.884138 loss_bbox: 0.197031 loss_giou: 0.283596 loss_mask: 0.549602 loss_dice: 0.563440 loss_class_aux: 18.236947 loss_bbox_aux: 1.290811 loss_giou_aux: 1.794874 loss_mask_aux: 3.473651 loss_dice_aux: 3.305381 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.143016 loss: 34.128477 eta: 8:56:58 batch_cost: 0.5837 data_cost: 0.0019 ips: 13.7066 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:30] ppdet.engine.callbacks INFO: Epoch: [17] [140/264] learning_rate: 0.000100 loss_class: 2.876637 loss_bbox: 0.182407 loss_giou: 0.254378 loss_mask: 0.503442 loss_dice: 0.529635 loss_class_aux: 17.608733 loss_bbox_aux: 1.215311 loss_giou_aux: 1.662446 loss_mask_aux: 2.956770 loss_dice_aux: 3.092866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.902093 loss: 31.569065 eta: 8:56:42 batch_cost: 0.5749 data_cost: 0.0018 ips: 13.9150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:36] ppdet.engine.callbacks INFO: Epoch: [17] [150/264] learning_rate: 0.000100 loss_class: 3.003604 loss_bbox: 0.228560 loss_giou: 0.305833 loss_mask: 0.600823 loss_dice: 0.596765 loss_class_aux: 19.043338 loss_bbox_aux: 1.482566 loss_giou_aux: 1.949471 loss_mask_aux: 3.828233 loss_dice_aux: 3.573147 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.456817 loss: 36.299747 eta: 8:56:26 batch_cost: 0.5860 data_cost: 0.0020 ips: 13.6528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:42] ppdet.engine.callbacks INFO: Epoch: [17] [160/264] learning_rate: 0.000100 loss_class: 3.167984 loss_bbox: 0.231510 loss_giou: 0.275850 loss_mask: 0.586903 loss_dice: 0.553943 loss_class_aux: 20.245541 loss_bbox_aux: 1.531327 loss_giou_aux: 1.692187 loss_mask_aux: 3.518448 loss_dice_aux: 3.325770 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.551092 eta: 8:56:12 batch_cost: 0.5963 data_cost: 0.0020 ips: 13.4162 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:48] ppdet.engine.callbacks INFO: Epoch: [17] [170/264] learning_rate: 0.000100 loss_class: 3.020841 loss_bbox: 0.214272 loss_giou: 0.254525 loss_mask: 0.610002 loss_dice: 0.540271 loss_class_aux: 18.975245 loss_bbox_aux: 1.477548 loss_giou_aux: 1.674345 loss_mask_aux: 3.855096 loss_dice_aux: 3.332112 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.435005 eta: 8:55:55 batch_cost: 0.5679 data_cost: 0.0018 ips: 14.0871 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:50:54] ppdet.engine.callbacks INFO: Epoch: [17] [180/264] learning_rate: 0.000100 loss_class: 3.007480 loss_bbox: 0.214013 loss_giou: 0.283513 loss_mask: 0.584509 loss_dice: 0.555767 loss_class_aux: 19.075822 loss_bbox_aux: 1.365751 loss_giou_aux: 1.808619 loss_mask_aux: 3.573872 loss_dice_aux: 3.397616 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 37.433935 eta: 8:55:40 batch_cost: 0.5806 data_cost: 0.0022 ips: 13.7795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:01] ppdet.engine.callbacks INFO: Epoch: [17] [190/264] learning_rate: 0.000100 loss_class: 3.008308 loss_bbox: 0.186251 loss_giou: 0.232040 loss_mask: 0.523976 loss_dice: 0.491583 loss_class_aux: 18.872802 loss_bbox_aux: 1.252418 loss_giou_aux: 1.466890 loss_mask_aux: 3.201870 loss_dice_aux: 3.008080 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.498810 eta: 8:55:31 batch_cost: 0.6499 data_cost: 0.0023 ips: 12.3089 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:07] ppdet.engine.callbacks INFO: Epoch: [17] [200/264] learning_rate: 0.000100 loss_class: 2.692973 loss_bbox: 0.179357 loss_giou: 0.244000 loss_mask: 0.474033 loss_dice: 0.453647 loss_class_aux: 18.058661 loss_bbox_aux: 1.142360 loss_giou_aux: 1.553454 loss_mask_aux: 2.787534 loss_dice_aux: 2.830324 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.413162 loss: 31.593781 eta: 8:55:16 batch_cost: 0.5845 data_cost: 0.0021 ips: 13.6858 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:08] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:51:08] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:51:14] ppdet.engine.callbacks INFO: Epoch: [17] [210/264] learning_rate: 0.000100 loss_class: 2.945749 loss_bbox: 0.184204 loss_giou: 0.271516 loss_mask: 0.471715 loss_dice: 0.485851 loss_class_aux: 18.483326 loss_bbox_aux: 1.178881 loss_giou_aux: 1.732482 loss_mask_aux: 2.876452 loss_dice_aux: 2.977538 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.927747 loss: 32.690884 eta: 8:55:04 batch_cost: 0.6118 data_cost: 0.0037 ips: 13.0757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:21] ppdet.engine.callbacks INFO: Epoch: [17] [220/264] learning_rate: 0.000100 loss_class: 2.574876 loss_bbox: 0.205833 loss_giou: 0.254758 loss_mask: 0.536738 loss_dice: 0.546430 loss_class_aux: 16.915207 loss_bbox_aux: 1.365588 loss_giou_aux: 1.671890 loss_mask_aux: 3.197210 loss_dice_aux: 3.251578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.078901 eta: 8:54:53 batch_cost: 0.6329 data_cost: 0.0021 ips: 12.6408 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:27] ppdet.engine.callbacks INFO: Epoch: [17] [230/264] learning_rate: 0.000100 loss_class: 2.934503 loss_bbox: 0.195784 loss_giou: 0.245017 loss_mask: 0.574442 loss_dice: 0.563574 loss_class_aux: 18.971177 loss_bbox_aux: 1.251948 loss_giou_aux: 1.522126 loss_mask_aux: 3.492998 loss_dice_aux: 3.386880 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.689603 loss: 36.260971 eta: 8:54:39 batch_cost: 0.5913 data_cost: 0.0016 ips: 13.5293 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:33] ppdet.engine.callbacks INFO: Epoch: [17] [240/264] learning_rate: 0.000100 loss_class: 2.801713 loss_bbox: 0.185787 loss_giou: 0.275240 loss_mask: 0.511712 loss_dice: 0.499058 loss_class_aux: 17.967126 loss_bbox_aux: 1.318002 loss_giou_aux: 1.811053 loss_mask_aux: 3.066065 loss_dice_aux: 3.215367 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.284003 eta: 8:54:22 batch_cost: 0.5638 data_cost: 0.0014 ips: 14.1888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:38] ppdet.engine.callbacks INFO: Epoch: [17] [250/264] learning_rate: 0.000100 loss_class: 3.269901 loss_bbox: 0.216132 loss_giou: 0.294993 loss_mask: 0.663455 loss_dice: 0.586283 loss_class_aux: 20.386174 loss_bbox_aux: 1.426148 loss_giou_aux: 1.845913 loss_mask_aux: 4.058017 loss_dice_aux: 3.567111 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.861188 loss: 37.717138 eta: 8:54:01 batch_cost: 0.5317 data_cost: 0.0015 ips: 15.0470 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:51:44] ppdet.engine.callbacks INFO: Epoch: [17] [260/264] learning_rate: 0.000100 loss_class: 2.809750 loss_bbox: 0.220047 loss_giou: 0.261826 loss_mask: 0.615956 loss_dice: 0.485206 loss_class_aux: 17.690342 loss_bbox_aux: 1.445360 loss_giou_aux: 1.661585 loss_mask_aux: 3.635124 loss_dice_aux: 3.033073 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.401111 loss: 33.502247 eta: 8:53:40 batch_cost: 0.5173 data_cost: 0.0015 ips: 15.4657 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:03] ppdet.engine.callbacks INFO: Epoch: [18] [  0/264] learning_rate: 0.000100 loss_class: 2.834914 loss_bbox: 0.217683 loss_giou: 0.266259 loss_mask: 0.543181 loss_dice: 0.513850 loss_class_aux: 17.547277 loss_bbox_aux: 1.447676 loss_giou_aux: 1.690044 loss_mask_aux: 3.492169 loss_dice_aux: 3.160529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.401111 loss: 33.353573 eta: 8:55:29 batch_cost: 1.6870 data_cost: 1.1289 ips: 4.7421 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:13] ppdet.engine.callbacks INFO: Epoch: [18] [ 10/264] learning_rate: 0.000100 loss_class: 2.794255 loss_bbox: 0.162737 loss_giou: 0.261815 loss_mask: 0.430310 loss_dice: 0.529815 loss_class_aux: 17.537496 loss_bbox_aux: 1.166783 loss_giou_aux: 1.677663 loss_mask_aux: 2.625670 loss_dice_aux: 3.137456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.294630 loss: 31.301343 eta: 8:55:53 batch_cost: 0.9721 data_cost: 0.0161 ips: 8.2297 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:20] ppdet.engine.callbacks INFO: Epoch: [18] [ 20/264] learning_rate: 0.000100 loss_class: 2.539894 loss_bbox: 0.194176 loss_giou: 0.284495 loss_mask: 0.593893 loss_dice: 0.573925 loss_class_aux: 16.692314 loss_bbox_aux: 1.252029 loss_giou_aux: 1.773988 loss_mask_aux: 3.615489 loss_dice_aux: 3.467024 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.942147 eta: 8:55:42 batch_cost: 0.6258 data_cost: 0.0032 ips: 12.7830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:27] ppdet.engine.callbacks INFO: Epoch: [18] [ 30/264] learning_rate: 0.000100 loss_class: 3.076063 loss_bbox: 0.208534 loss_giou: 0.262369 loss_mask: 0.599373 loss_dice: 0.550260 loss_class_aux: 18.999162 loss_bbox_aux: 1.347007 loss_giou_aux: 1.664489 loss_mask_aux: 3.474729 loss_dice_aux: 3.210633 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.510460 eta: 8:55:41 batch_cost: 0.7217 data_cost: 0.0028 ips: 11.0855 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:34] ppdet.engine.callbacks INFO: Epoch: [18] [ 40/264] learning_rate: 0.000100 loss_class: 3.153980 loss_bbox: 0.166423 loss_giou: 0.267078 loss_mask: 0.451305 loss_dice: 0.509148 loss_class_aux: 19.676457 loss_bbox_aux: 1.180600 loss_giou_aux: 1.689969 loss_mask_aux: 2.752219 loss_dice_aux: 3.075488 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.605169 eta: 8:55:32 batch_cost: 0.6515 data_cost: 0.0028 ips: 12.2798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:41] ppdet.engine.callbacks INFO: Epoch: [18] [ 50/264] learning_rate: 0.000100 loss_class: 2.542799 loss_bbox: 0.206583 loss_giou: 0.261576 loss_mask: 0.545147 loss_dice: 0.516667 loss_class_aux: 16.238141 loss_bbox_aux: 1.361346 loss_giou_aux: 1.687698 loss_mask_aux: 3.399614 loss_dice_aux: 3.163759 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.885858 eta: 8:55:20 batch_cost: 0.6117 data_cost: 0.0020 ips: 13.0777 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:47] ppdet.engine.callbacks INFO: Epoch: [18] [ 60/264] learning_rate: 0.000100 loss_class: 2.844831 loss_bbox: 0.202778 loss_giou: 0.255991 loss_mask: 0.530938 loss_dice: 0.518630 loss_class_aux: 17.949946 loss_bbox_aux: 1.349537 loss_giou_aux: 1.675611 loss_mask_aux: 3.333737 loss_dice_aux: 3.180144 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.077927 eta: 8:55:07 batch_cost: 0.6123 data_cost: 0.0018 ips: 13.0655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:53] ppdet.engine.callbacks INFO: Epoch: [18] [ 70/264] learning_rate: 0.000100 loss_class: 3.037403 loss_bbox: 0.173662 loss_giou: 0.254164 loss_mask: 0.482598 loss_dice: 0.510519 loss_class_aux: 19.104552 loss_bbox_aux: 1.135896 loss_giou_aux: 1.643298 loss_mask_aux: 3.049489 loss_dice_aux: 3.139534 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.730652 eta: 8:54:49 batch_cost: 0.5473 data_cost: 0.0019 ips: 14.6177 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:52:59] ppdet.engine.callbacks INFO: Epoch: [18] [ 80/264] learning_rate: 0.000100 loss_class: 2.970453 loss_bbox: 0.183717 loss_giou: 0.258832 loss_mask: 0.502888 loss_dice: 0.504920 loss_class_aux: 18.860183 loss_bbox_aux: 1.166112 loss_giou_aux: 1.637959 loss_mask_aux: 2.813993 loss_dice_aux: 3.013770 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.478567 loss: 33.704351 eta: 8:54:33 batch_cost: 0.5819 data_cost: 0.0020 ips: 13.7477 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:05] ppdet.engine.callbacks INFO: Epoch: [18] [ 90/264] learning_rate: 0.000100 loss_class: 2.897490 loss_bbox: 0.201233 loss_giou: 0.262183 loss_mask: 0.494869 loss_dice: 0.539392 loss_class_aux: 18.044197 loss_bbox_aux: 1.304822 loss_giou_aux: 1.688905 loss_mask_aux: 3.098826 loss_dice_aux: 3.222142 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.686840 loss: 31.978053 eta: 8:54:15 batch_cost: 0.5524 data_cost: 0.0020 ips: 14.4824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:11] ppdet.engine.callbacks INFO: Epoch: [18] [100/264] learning_rate: 0.000100 loss_class: 2.974511 loss_bbox: 0.204443 loss_giou: 0.253480 loss_mask: 0.546502 loss_dice: 0.515703 loss_class_aux: 18.527481 loss_bbox_aux: 1.343734 loss_giou_aux: 1.632828 loss_mask_aux: 3.350137 loss_dice_aux: 3.056105 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.551319 eta: 8:54:03 batch_cost: 0.6149 data_cost: 0.0023 ips: 13.0113 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:18] ppdet.engine.callbacks INFO: Epoch: [18] [110/264] learning_rate: 0.000100 loss_class: 2.849334 loss_bbox: 0.245582 loss_giou: 0.293777 loss_mask: 0.710883 loss_dice: 0.622455 loss_class_aux: 18.290472 loss_bbox_aux: 1.723555 loss_giou_aux: 1.846250 loss_mask_aux: 4.304679 loss_dice_aux: 3.626175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.610823 loss: 35.176037 eta: 8:53:50 batch_cost: 0.6050 data_cost: 0.0022 ips: 13.2242 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:19] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:53:19] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:53:24] ppdet.engine.callbacks INFO: Epoch: [18] [120/264] learning_rate: 0.000100 loss_class: 2.929599 loss_bbox: 0.196241 loss_giou: 0.274067 loss_mask: 0.522781 loss_dice: 0.569211 loss_class_aux: 18.065426 loss_bbox_aux: 1.287881 loss_giou_aux: 1.716154 loss_mask_aux: 3.368321 loss_dice_aux: 3.287359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.268087 eta: 8:53:36 batch_cost: 0.5875 data_cost: 0.0020 ips: 13.6179 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:30] ppdet.engine.callbacks INFO: Epoch: [18] [130/264] learning_rate: 0.000100 loss_class: 2.761987 loss_bbox: 0.195443 loss_giou: 0.242656 loss_mask: 0.591602 loss_dice: 0.533173 loss_class_aux: 17.214492 loss_bbox_aux: 1.265113 loss_giou_aux: 1.538816 loss_mask_aux: 3.540204 loss_dice_aux: 3.118822 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.115736 eta: 8:53:27 batch_cost: 0.6472 data_cost: 0.0025 ips: 12.3601 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:36] ppdet.engine.callbacks INFO: Epoch: [18] [140/264] learning_rate: 0.000100 loss_class: 3.162137 loss_bbox: 0.218678 loss_giou: 0.272147 loss_mask: 0.626134 loss_dice: 0.530131 loss_class_aux: 19.037705 loss_bbox_aux: 1.437769 loss_giou_aux: 1.714035 loss_mask_aux: 3.853319 loss_dice_aux: 3.202119 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.856392 eta: 8:53:08 batch_cost: 0.5470 data_cost: 0.0029 ips: 14.6244 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:42] ppdet.engine.callbacks INFO: Epoch: [18] [150/264] learning_rate: 0.000100 loss_class: 2.734795 loss_bbox: 0.172380 loss_giou: 0.244816 loss_mask: 0.455061 loss_dice: 0.494702 loss_class_aux: 17.037188 loss_bbox_aux: 1.166432 loss_giou_aux: 1.549927 loss_mask_aux: 2.794720 loss_dice_aux: 3.046706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.157409 eta: 8:52:54 batch_cost: 0.5929 data_cost: 0.0030 ips: 13.4921 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:49] ppdet.engine.callbacks INFO: Epoch: [18] [160/264] learning_rate: 0.000100 loss_class: 2.757633 loss_bbox: 0.166078 loss_giou: 0.259602 loss_mask: 0.475867 loss_dice: 0.497693 loss_class_aux: 17.075482 loss_bbox_aux: 1.115885 loss_giou_aux: 1.665385 loss_mask_aux: 2.931419 loss_dice_aux: 2.988646 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.359732 eta: 8:52:44 batch_cost: 0.6323 data_cost: 0.0032 ips: 12.6515 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:53:56] ppdet.engine.callbacks INFO: Epoch: [18] [170/264] learning_rate: 0.000100 loss_class: 2.838070 loss_bbox: 0.223140 loss_giou: 0.281779 loss_mask: 0.646167 loss_dice: 0.562944 loss_class_aux: 18.113494 loss_bbox_aux: 1.434450 loss_giou_aux: 1.783934 loss_mask_aux: 4.005021 loss_dice_aux: 3.392806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.719294 loss: 33.007486 eta: 8:52:33 batch_cost: 0.6156 data_cost: 0.0018 ips: 12.9964 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:02] ppdet.engine.callbacks INFO: Epoch: [18] [180/264] learning_rate: 0.000100 loss_class: 2.706542 loss_bbox: 0.185721 loss_giou: 0.239082 loss_mask: 0.517484 loss_dice: 0.490321 loss_class_aux: 17.173475 loss_bbox_aux: 1.182679 loss_giou_aux: 1.544863 loss_mask_aux: 3.064944 loss_dice_aux: 2.985887 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.241146 loss: 31.060777 eta: 8:52:17 batch_cost: 0.5768 data_cost: 0.0020 ips: 13.8700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:09] ppdet.engine.callbacks INFO: Epoch: [18] [190/264] learning_rate: 0.000100 loss_class: 2.783079 loss_bbox: 0.193894 loss_giou: 0.279109 loss_mask: 0.477321 loss_dice: 0.522779 loss_class_aux: 17.476190 loss_bbox_aux: 1.242029 loss_giou_aux: 1.772040 loss_mask_aux: 2.827335 loss_dice_aux: 3.175993 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.035482 eta: 8:52:12 batch_cost: 0.6856 data_cost: 0.0033 ips: 11.6690 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:15] ppdet.engine.callbacks INFO: Epoch: [18] [200/264] learning_rate: 0.000100 loss_class: 3.016053 loss_bbox: 0.191575 loss_giou: 0.283630 loss_mask: 0.506973 loss_dice: 0.537364 loss_class_aux: 19.142543 loss_bbox_aux: 1.183389 loss_giou_aux: 1.807119 loss_mask_aux: 2.999283 loss_dice_aux: 3.377041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.417013 loss: 35.042444 eta: 8:51:53 batch_cost: 0.5402 data_cost: 0.0020 ips: 14.8097 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:21] ppdet.engine.callbacks INFO: Epoch: [18] [210/264] learning_rate: 0.000100 loss_class: 2.986633 loss_bbox: 0.212509 loss_giou: 0.271829 loss_mask: 0.578748 loss_dice: 0.540146 loss_class_aux: 18.777708 loss_bbox_aux: 1.396797 loss_giou_aux: 1.736089 loss_mask_aux: 3.549123 loss_dice_aux: 3.385300 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.515178 loss: 36.074200 eta: 8:51:39 batch_cost: 0.5849 data_cost: 0.0020 ips: 13.6782 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:27] ppdet.engine.callbacks INFO: Epoch: [18] [220/264] learning_rate: 0.000100 loss_class: 2.874004 loss_bbox: 0.217525 loss_giou: 0.264021 loss_mask: 0.660479 loss_dice: 0.557867 loss_class_aux: 18.724879 loss_bbox_aux: 1.378802 loss_giou_aux: 1.709303 loss_mask_aux: 3.798613 loss_dice_aux: 3.395454 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.408296 loss: 33.566015 eta: 8:51:25 batch_cost: 0.5975 data_cost: 0.0020 ips: 13.3888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:33] ppdet.engine.callbacks INFO: Epoch: [18] [230/264] learning_rate: 0.000100 loss_class: 2.764867 loss_bbox: 0.218067 loss_giou: 0.266914 loss_mask: 0.533407 loss_dice: 0.557055 loss_class_aux: 17.573787 loss_bbox_aux: 1.358628 loss_giou_aux: 1.639371 loss_mask_aux: 3.366163 loss_dice_aux: 3.291243 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.861586 eta: 8:51:08 batch_cost: 0.5546 data_cost: 0.0017 ips: 14.4247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:39] ppdet.engine.callbacks INFO: Epoch: [18] [240/264] learning_rate: 0.000100 loss_class: 2.946032 loss_bbox: 0.240304 loss_giou: 0.301053 loss_mask: 0.646088 loss_dice: 0.597492 loss_class_aux: 19.430832 loss_bbox_aux: 1.620430 loss_giou_aux: 2.009463 loss_mask_aux: 3.771533 loss_dice_aux: 3.720741 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.893037 loss: 36.028263 eta: 8:50:54 batch_cost: 0.5943 data_cost: 0.0014 ips: 13.4609 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:45] ppdet.engine.callbacks INFO: Epoch: [18] [250/264] learning_rate: 0.000100 loss_class: 3.009195 loss_bbox: 0.180278 loss_giou: 0.244423 loss_mask: 0.491625 loss_dice: 0.500365 loss_class_aux: 18.954470 loss_bbox_aux: 1.247495 loss_giou_aux: 1.584018 loss_mask_aux: 3.021662 loss_dice_aux: 3.067250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.151999 eta: 8:50:37 batch_cost: 0.5576 data_cost: 0.0015 ips: 14.3468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:54:50] ppdet.engine.callbacks INFO: Epoch: [18] [260/264] learning_rate: 0.000100 loss_class: 3.293310 loss_bbox: 0.219717 loss_giou: 0.274093 loss_mask: 0.600739 loss_dice: 0.577989 loss_class_aux: 20.528160 loss_bbox_aux: 1.410524 loss_giou_aux: 1.757665 loss_mask_aux: 3.608025 loss_dice_aux: 3.339125 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.496225 eta: 8:50:19 batch_cost: 0.5426 data_cost: 0.0014 ips: 14.7433 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:14] ppdet.engine.callbacks INFO: Epoch: [19] [  0/264] learning_rate: 0.000100 loss_class: 3.183178 loss_bbox: 0.217900 loss_giou: 0.270704 loss_mask: 0.649478 loss_dice: 0.548305 loss_class_aux: 19.892299 loss_bbox_aux: 1.395550 loss_giou_aux: 1.694240 loss_mask_aux: 3.904213 loss_dice_aux: 3.338741 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.754490 eta: 8:52:36 batch_cost: 2.0731 data_cost: 1.4377 ips: 3.8589 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:22] ppdet.engine.callbacks INFO: Epoch: [19] [ 10/264] learning_rate: 0.000100 loss_class: 2.531149 loss_bbox: 0.179207 loss_giou: 0.227204 loss_mask: 0.483759 loss_dice: 0.522547 loss_class_aux: 16.368978 loss_bbox_aux: 1.213295 loss_giou_aux: 1.466152 loss_mask_aux: 3.006931 loss_dice_aux: 3.171991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.039302 eta: 8:52:41 batch_cost: 0.7895 data_cost: 0.0039 ips: 10.1333 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:29] ppdet.engine.callbacks INFO: Epoch: [19] [ 20/264] learning_rate: 0.000100 loss_class: 2.852238 loss_bbox: 0.220620 loss_giou: 0.257137 loss_mask: 0.636345 loss_dice: 0.512659 loss_class_aux: 18.263693 loss_bbox_aux: 1.358737 loss_giou_aux: 1.596395 loss_mask_aux: 3.496513 loss_dice_aux: 3.092276 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.323014 eta: 8:52:28 batch_cost: 0.6007 data_cost: 0.0021 ips: 13.3181 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:35] ppdet.engine.callbacks INFO: Epoch: [19] [ 30/264] learning_rate: 0.000100 loss_class: 2.625661 loss_bbox: 0.199973 loss_giou: 0.250289 loss_mask: 0.497412 loss_dice: 0.505058 loss_class_aux: 16.826472 loss_bbox_aux: 1.273441 loss_giou_aux: 1.608082 loss_mask_aux: 3.212943 loss_dice_aux: 3.075371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.452468 eta: 8:52:16 batch_cost: 0.6098 data_cost: 0.0023 ips: 13.1199 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:41] ppdet.engine.callbacks INFO: Epoch: [19] [ 40/264] learning_rate: 0.000100 loss_class: 2.711350 loss_bbox: 0.202501 loss_giou: 0.276823 loss_mask: 0.544787 loss_dice: 0.522679 loss_class_aux: 16.876280 loss_bbox_aux: 1.317439 loss_giou_aux: 1.757376 loss_mask_aux: 3.250321 loss_dice_aux: 3.274654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.610859 eta: 8:52:03 batch_cost: 0.6060 data_cost: 0.0023 ips: 13.2007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:48] ppdet.engine.callbacks INFO: Epoch: [19] [ 50/264] learning_rate: 0.000100 loss_class: 2.857041 loss_bbox: 0.156504 loss_giou: 0.242675 loss_mask: 0.446878 loss_dice: 0.524468 loss_class_aux: 17.478195 loss_bbox_aux: 1.039000 loss_giou_aux: 1.529533 loss_mask_aux: 2.873455 loss_dice_aux: 3.090750 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.797398 eta: 8:51:51 batch_cost: 0.6109 data_cost: 0.0021 ips: 13.0947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:54] ppdet.engine.callbacks INFO: Epoch: [19] [ 60/264] learning_rate: 0.000100 loss_class: 2.780436 loss_bbox: 0.213161 loss_giou: 0.271741 loss_mask: 0.615769 loss_dice: 0.531562 loss_class_aux: 18.075361 loss_bbox_aux: 1.430670 loss_giou_aux: 1.705681 loss_mask_aux: 3.797452 loss_dice_aux: 3.108564 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.916584 eta: 8:51:34 batch_cost: 0.5590 data_cost: 0.0020 ips: 14.3106 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:55:59] ppdet.engine.callbacks INFO: Epoch: [19] [ 70/264] learning_rate: 0.000100 loss_class: 2.998480 loss_bbox: 0.234715 loss_giou: 0.277716 loss_mask: 0.625462 loss_dice: 0.572837 loss_class_aux: 19.273608 loss_bbox_aux: 1.417421 loss_giou_aux: 1.712695 loss_mask_aux: 3.697900 loss_dice_aux: 3.429978 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.641769 eta: 8:51:17 batch_cost: 0.5603 data_cost: 0.0019 ips: 14.2780 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:05] ppdet.engine.callbacks INFO: Epoch: [19] [ 80/264] learning_rate: 0.000100 loss_class: 2.571435 loss_bbox: 0.181562 loss_giou: 0.226945 loss_mask: 0.547593 loss_dice: 0.509535 loss_class_aux: 16.710703 loss_bbox_aux: 1.200365 loss_giou_aux: 1.444897 loss_mask_aux: 3.232366 loss_dice_aux: 3.051325 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.916789 eta: 8:51:01 batch_cost: 0.5673 data_cost: 0.0019 ips: 14.1007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:12] ppdet.engine.callbacks INFO: Epoch: [19] [ 90/264] learning_rate: 0.000100 loss_class: 2.733105 loss_bbox: 0.189990 loss_giou: 0.260221 loss_mask: 0.544986 loss_dice: 0.484111 loss_class_aux: 17.356773 loss_bbox_aux: 1.189124 loss_giou_aux: 1.638412 loss_mask_aux: 3.111258 loss_dice_aux: 2.975937 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.284150 eta: 8:50:49 batch_cost: 0.6048 data_cost: 0.0035 ips: 13.2271 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:18] ppdet.engine.callbacks INFO: Epoch: [19] [100/264] learning_rate: 0.000100 loss_class: 2.737443 loss_bbox: 0.160224 loss_giou: 0.273556 loss_mask: 0.442774 loss_dice: 0.520461 loss_class_aux: 17.164062 loss_bbox_aux: 1.079014 loss_giou_aux: 1.714265 loss_mask_aux: 2.683841 loss_dice_aux: 3.159874 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.507626 loss: 30.803527 eta: 8:50:37 batch_cost: 0.6179 data_cost: 0.0025 ips: 12.9466 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:19] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:56:19] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:56:25] ppdet.engine.callbacks INFO: Epoch: [19] [110/264] learning_rate: 0.000100 loss_class: 3.191309 loss_bbox: 0.212293 loss_giou: 0.278861 loss_mask: 0.618291 loss_dice: 0.547244 loss_class_aux: 20.623419 loss_bbox_aux: 1.485668 loss_giou_aux: 1.797879 loss_mask_aux: 3.831530 loss_dice_aux: 3.428216 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 36.766312 eta: 8:50:26 batch_cost: 0.6129 data_cost: 0.0022 ips: 13.0528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:31] ppdet.engine.callbacks INFO: Epoch: [19] [120/264] learning_rate: 0.000100 loss_class: 2.939949 loss_bbox: 0.215707 loss_giou: 0.290840 loss_mask: 0.624768 loss_dice: 0.595794 loss_class_aux: 18.873001 loss_bbox_aux: 1.409049 loss_giou_aux: 1.865187 loss_mask_aux: 3.755778 loss_dice_aux: 3.542488 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.102266 eta: 8:50:10 batch_cost: 0.5763 data_cost: 0.0020 ips: 13.8820 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:37] ppdet.engine.callbacks INFO: Epoch: [19] [130/264] learning_rate: 0.000100 loss_class: 2.684947 loss_bbox: 0.209184 loss_giou: 0.245497 loss_mask: 0.533533 loss_dice: 0.486771 loss_class_aux: 16.624968 loss_bbox_aux: 1.414039 loss_giou_aux: 1.611246 loss_mask_aux: 3.209445 loss_dice_aux: 3.082644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.051208 eta: 8:49:58 batch_cost: 0.6022 data_cost: 0.0023 ips: 13.2849 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:43] ppdet.engine.callbacks INFO: Epoch: [19] [140/264] learning_rate: 0.000100 loss_class: 2.788490 loss_bbox: 0.181012 loss_giou: 0.250447 loss_mask: 0.553586 loss_dice: 0.515422 loss_class_aux: 17.544118 loss_bbox_aux: 1.193701 loss_giou_aux: 1.585051 loss_mask_aux: 3.259673 loss_dice_aux: 3.153223 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.889103 eta: 8:49:43 batch_cost: 0.5800 data_cost: 0.0020 ips: 13.7942 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:50] ppdet.engine.callbacks INFO: Epoch: [19] [150/264] learning_rate: 0.000100 loss_class: 3.284735 loss_bbox: 0.220010 loss_giou: 0.290686 loss_mask: 0.682878 loss_dice: 0.628440 loss_class_aux: 20.477418 loss_bbox_aux: 1.432941 loss_giou_aux: 1.850603 loss_mask_aux: 3.971284 loss_dice_aux: 3.787964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 38.046673 eta: 8:49:36 batch_cost: 0.6640 data_cost: 0.0022 ips: 12.0485 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:56:57] ppdet.engine.callbacks INFO: Epoch: [19] [160/264] learning_rate: 0.000100 loss_class: 2.647040 loss_bbox: 0.174605 loss_giou: 0.273015 loss_mask: 0.504024 loss_dice: 0.532374 loss_class_aux: 16.854937 loss_bbox_aux: 1.167407 loss_giou_aux: 1.723532 loss_mask_aux: 3.178354 loss_dice_aux: 3.163468 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.462041 loss: 32.353802 eta: 8:49:25 batch_cost: 0.6177 data_cost: 0.0021 ips: 12.9517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:02] ppdet.engine.callbacks INFO: Epoch: [19] [170/264] learning_rate: 0.000100 loss_class: 3.011522 loss_bbox: 0.180336 loss_giou: 0.259120 loss_mask: 0.504583 loss_dice: 0.593723 loss_class_aux: 18.695246 loss_bbox_aux: 1.239142 loss_giou_aux: 1.729436 loss_mask_aux: 3.237698 loss_dice_aux: 3.628641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.722920 loss: 35.257601 eta: 8:49:09 batch_cost: 0.5657 data_cost: 0.0020 ips: 14.1424 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:09] ppdet.engine.callbacks INFO: Epoch: [19] [180/264] learning_rate: 0.000100 loss_class: 2.700957 loss_bbox: 0.172291 loss_giou: 0.239327 loss_mask: 0.465597 loss_dice: 0.463339 loss_class_aux: 17.405514 loss_bbox_aux: 1.154785 loss_giou_aux: 1.560604 loss_mask_aux: 2.858694 loss_dice_aux: 2.900348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.565768 loss: 30.335890 eta: 8:48:56 batch_cost: 0.5954 data_cost: 0.0021 ips: 13.4369 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:15] ppdet.engine.callbacks INFO: Epoch: [19] [190/264] learning_rate: 0.000100 loss_class: 2.654913 loss_bbox: 0.202877 loss_giou: 0.243425 loss_mask: 0.540427 loss_dice: 0.506958 loss_class_aux: 16.734233 loss_bbox_aux: 1.303322 loss_giou_aux: 1.558858 loss_mask_aux: 3.237615 loss_dice_aux: 3.095136 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.511266 eta: 8:48:39 batch_cost: 0.5560 data_cost: 0.0020 ips: 14.3876 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:21] ppdet.engine.callbacks INFO: Epoch: [19] [200/264] learning_rate: 0.000100 loss_class: 2.781733 loss_bbox: 0.186538 loss_giou: 0.273803 loss_mask: 0.580894 loss_dice: 0.533065 loss_class_aux: 18.005598 loss_bbox_aux: 1.218666 loss_giou_aux: 1.756257 loss_mask_aux: 3.486906 loss_dice_aux: 3.155147 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.612308 loss: 33.469669 eta: 8:48:29 batch_cost: 0.6372 data_cost: 0.0022 ips: 12.5545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:28] ppdet.engine.callbacks INFO: Epoch: [19] [210/264] learning_rate: 0.000100 loss_class: 2.784697 loss_bbox: 0.208220 loss_giou: 0.268327 loss_mask: 0.621599 loss_dice: 0.499856 loss_class_aux: 17.913213 loss_bbox_aux: 1.368420 loss_giou_aux: 1.665874 loss_mask_aux: 3.618214 loss_dice_aux: 2.988991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.389887 eta: 8:48:18 batch_cost: 0.6145 data_cost: 0.0021 ips: 13.0181 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:34] ppdet.engine.callbacks INFO: Epoch: [19] [220/264] learning_rate: 0.000100 loss_class: 2.952667 loss_bbox: 0.186473 loss_giou: 0.271632 loss_mask: 0.579765 loss_dice: 0.560679 loss_class_aux: 18.933238 loss_bbox_aux: 1.193915 loss_giou_aux: 1.700644 loss_mask_aux: 3.451817 loss_dice_aux: 3.374711 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.871649 loss: 35.260216 eta: 8:48:05 batch_cost: 0.5940 data_cost: 0.0019 ips: 13.4691 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:40] ppdet.engine.callbacks INFO: Epoch: [19] [230/264] learning_rate: 0.000100 loss_class: 2.637848 loss_bbox: 0.155943 loss_giou: 0.242577 loss_mask: 0.403111 loss_dice: 0.523987 loss_class_aux: 16.582028 loss_bbox_aux: 1.051665 loss_giou_aux: 1.519206 loss_mask_aux: 2.472948 loss_dice_aux: 3.037359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.688748 loss: 31.783642 eta: 8:47:49 batch_cost: 0.5651 data_cost: 0.0016 ips: 14.1573 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:46] ppdet.engine.callbacks INFO: Epoch: [19] [240/264] learning_rate: 0.000100 loss_class: 2.627417 loss_bbox: 0.175767 loss_giou: 0.271761 loss_mask: 0.515715 loss_dice: 0.544995 loss_class_aux: 17.391191 loss_bbox_aux: 1.173302 loss_giou_aux: 1.726816 loss_mask_aux: 3.294377 loss_dice_aux: 3.382304 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.082360 loss: 33.402954 eta: 8:47:34 batch_cost: 0.5692 data_cost: 0.0015 ips: 14.0547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:52] ppdet.engine.callbacks INFO: Epoch: [19] [250/264] learning_rate: 0.000100 loss_class: 2.906785 loss_bbox: 0.171388 loss_giou: 0.274241 loss_mask: 0.493239 loss_dice: 0.508584 loss_class_aux: 17.875159 loss_bbox_aux: 1.120979 loss_giou_aux: 1.716136 loss_mask_aux: 2.988192 loss_dice_aux: 3.054901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.414461 eta: 8:47:20 batch_cost: 0.5933 data_cost: 0.0015 ips: 13.4838 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:57:58] ppdet.engine.callbacks INFO: Epoch: [19] [260/264] learning_rate: 0.000100 loss_class: 2.760751 loss_bbox: 0.184783 loss_giou: 0.260218 loss_mask: 0.545875 loss_dice: 0.545078 loss_class_aux: 17.475011 loss_bbox_aux: 1.249482 loss_giou_aux: 1.684942 loss_mask_aux: 3.379581 loss_dice_aux: 3.168501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.869123 eta: 8:47:05 batch_cost: 0.5641 data_cost: 0.0014 ips: 14.1829 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:58:07] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/19
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:58:12] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/19/inference/inference.yml
[05/13 19:58:12] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:58:12] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/19/inference
[05/13 19:58:15] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 19:58:23] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 19:58:31] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 19:58:34] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:58:34] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.59s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.522
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.738
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.578
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.522
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.373
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.716
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.749
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.749
[05/13 19:58:36] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.571393264350764
[05/13 19:58:36] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 19:58:36] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/19
[05/13 19:58:36] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 19:58:36] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 19:58:39] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 19:58:44] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 19:58:44] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 19:58:45] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 19:58:59] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 19:58:59] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 19:58:59] ppdet.engine.callbacks INFO: Epoch: [20] [  0/264] learning_rate: 0.000100 loss_class: 2.683481 loss_bbox: 0.173196 loss_giou: 0.252391 loss_mask: 0.490724 loss_dice: 0.538258 loss_class_aux: 16.890637 loss_bbox_aux: 1.130172 loss_giou_aux: 1.588197 loss_mask_aux: 2.954658 loss_dice_aux: 3.168501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.446310 loss: 31.377954 eta: 8:49:01 batch_cost: 1.9199 data_cost: 1.3010 ips: 4.1669 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:08] ppdet.engine.callbacks INFO: Epoch: [20] [ 10/264] learning_rate: 0.000100 loss_class: 2.880622 loss_bbox: 0.183689 loss_giou: 0.260285 loss_mask: 0.519799 loss_dice: 0.525504 loss_class_aux: 18.042841 loss_bbox_aux: 1.214286 loss_giou_aux: 1.626112 loss_mask_aux: 3.123207 loss_dice_aux: 3.216691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.568392 eta: 8:49:09 batch_cost: 0.8349 data_cost: 0.0042 ips: 9.5824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:16] ppdet.engine.callbacks INFO: Epoch: [20] [ 20/264] learning_rate: 0.000100 loss_class: 2.623610 loss_bbox: 0.180335 loss_giou: 0.299127 loss_mask: 0.419103 loss_dice: 0.514672 loss_class_aux: 16.979594 loss_bbox_aux: 1.181996 loss_giou_aux: 1.911840 loss_mask_aux: 2.573688 loss_dice_aux: 3.206600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.544748 loss: 32.460056 eta: 8:49:06 batch_cost: 0.6991 data_cost: 0.0028 ips: 11.4432 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:22] ppdet.engine.callbacks INFO: Epoch: [20] [ 30/264] learning_rate: 0.000100 loss_class: 2.841763 loss_bbox: 0.174792 loss_giou: 0.238025 loss_mask: 0.519272 loss_dice: 0.473701 loss_class_aux: 17.779779 loss_bbox_aux: 1.163294 loss_giou_aux: 1.532406 loss_mask_aux: 3.121294 loss_dice_aux: 2.829878 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.562924 loss: 32.682025 eta: 8:48:54 batch_cost: 0.6129 data_cost: 0.0030 ips: 13.0524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:28] ppdet.engine.callbacks INFO: Epoch: [20] [ 40/264] learning_rate: 0.000100 loss_class: 2.797391 loss_bbox: 0.207534 loss_giou: 0.255356 loss_mask: 0.530646 loss_dice: 0.541360 loss_class_aux: 17.789428 loss_bbox_aux: 1.375716 loss_giou_aux: 1.639131 loss_mask_aux: 3.206154 loss_dice_aux: 3.283451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.350841 eta: 8:48:41 batch_cost: 0.5932 data_cost: 0.0021 ips: 13.4851 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:35] ppdet.engine.callbacks INFO: Epoch: [20] [ 50/264] learning_rate: 0.000100 loss_class: 2.720054 loss_bbox: 0.206986 loss_giou: 0.240325 loss_mask: 0.590514 loss_dice: 0.532830 loss_class_aux: 16.211929 loss_bbox_aux: 1.323128 loss_giou_aux: 1.561168 loss_mask_aux: 3.568416 loss_dice_aux: 3.198438 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.056625 eta: 8:48:30 batch_cost: 0.6223 data_cost: 0.0022 ips: 12.8559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:41] ppdet.engine.callbacks INFO: Epoch: [20] [ 60/264] learning_rate: 0.000100 loss_class: 2.742448 loss_bbox: 0.231472 loss_giou: 0.275409 loss_mask: 0.622177 loss_dice: 0.545939 loss_class_aux: 17.414988 loss_bbox_aux: 1.408549 loss_giou_aux: 1.719082 loss_mask_aux: 3.741226 loss_dice_aux: 3.290031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.701816 loss: 33.246094 eta: 8:48:17 batch_cost: 0.5941 data_cost: 0.0024 ips: 13.4647 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:47] ppdet.engine.callbacks INFO: Epoch: [20] [ 70/264] learning_rate: 0.000100 loss_class: 2.651053 loss_bbox: 0.204797 loss_giou: 0.267893 loss_mask: 0.522886 loss_dice: 0.545612 loss_class_aux: 16.568620 loss_bbox_aux: 1.260925 loss_giou_aux: 1.660760 loss_mask_aux: 3.051797 loss_dice_aux: 3.221823 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.690590 eta: 8:47:59 batch_cost: 0.5491 data_cost: 0.0020 ips: 14.5695 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 19:59:54] ppdet.engine.callbacks INFO: Epoch: [20] [ 80/264] learning_rate: 0.000100 loss_class: 2.836383 loss_bbox: 0.186032 loss_giou: 0.256159 loss_mask: 0.499517 loss_dice: 0.559837 loss_class_aux: 17.471866 loss_bbox_aux: 1.217172 loss_giou_aux: 1.675045 loss_mask_aux: 3.078045 loss_dice_aux: 3.392174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.423493 eta: 8:47:50 batch_cost: 0.6321 data_cost: 0.0032 ips: 12.6557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:00] ppdet.engine.callbacks INFO: Epoch: [20] [ 90/264] learning_rate: 0.000100 loss_class: 2.990159 loss_bbox: 0.182379 loss_giou: 0.268091 loss_mask: 0.581180 loss_dice: 0.516862 loss_class_aux: 18.593784 loss_bbox_aux: 1.269602 loss_giou_aux: 1.737274 loss_mask_aux: 3.652913 loss_dice_aux: 3.145944 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.727235 loss: 31.990835 eta: 8:47:36 batch_cost: 0.5865 data_cost: 0.0021 ips: 13.6401 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:07] ppdet.engine.callbacks INFO: Epoch: [20] [100/264] learning_rate: 0.000100 loss_class: 3.039752 loss_bbox: 0.206574 loss_giou: 0.264049 loss_mask: 0.681743 loss_dice: 0.546029 loss_class_aux: 18.978064 loss_bbox_aux: 1.345045 loss_giou_aux: 1.662326 loss_mask_aux: 3.960404 loss_dice_aux: 3.372961 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.524316 loss: 35.167757 eta: 8:47:26 batch_cost: 0.6382 data_cost: 0.0026 ips: 12.5351 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:13] ppdet.engine.callbacks INFO: Epoch: [20] [110/264] learning_rate: 0.000100 loss_class: 2.911809 loss_bbox: 0.184680 loss_giou: 0.253809 loss_mask: 0.473337 loss_dice: 0.492565 loss_class_aux: 18.336062 loss_bbox_aux: 1.202460 loss_giou_aux: 1.613110 loss_mask_aux: 2.912658 loss_dice_aux: 2.996628 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.519704 loss: 32.640326 eta: 8:47:16 batch_cost: 0.6203 data_cost: 0.0019 ips: 12.8979 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:19] ppdet.engine.callbacks INFO: Epoch: [20] [120/264] learning_rate: 0.000100 loss_class: 2.738322 loss_bbox: 0.177191 loss_giou: 0.250744 loss_mask: 0.510513 loss_dice: 0.516340 loss_class_aux: 16.775784 loss_bbox_aux: 1.176884 loss_giou_aux: 1.639690 loss_mask_aux: 3.208264 loss_dice_aux: 3.246592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.864309 eta: 8:47:01 batch_cost: 0.5725 data_cost: 0.0020 ips: 13.9733 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:25] ppdet.engine.callbacks INFO: Epoch: [20] [130/264] learning_rate: 0.000100 loss_class: 2.793156 loss_bbox: 0.202610 loss_giou: 0.267274 loss_mask: 0.556045 loss_dice: 0.527078 loss_class_aux: 17.502807 loss_bbox_aux: 1.347396 loss_giou_aux: 1.698933 loss_mask_aux: 3.459219 loss_dice_aux: 3.242710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.712872 eta: 8:46:46 batch_cost: 0.5711 data_cost: 0.0019 ips: 14.0070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:31] ppdet.engine.callbacks INFO: Epoch: [20] [140/264] learning_rate: 0.000100 loss_class: 2.710294 loss_bbox: 0.176870 loss_giou: 0.269602 loss_mask: 0.482059 loss_dice: 0.524777 loss_class_aux: 16.822269 loss_bbox_aux: 1.154017 loss_giou_aux: 1.741543 loss_mask_aux: 2.966442 loss_dice_aux: 3.165573 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.853154 eta: 8:46:30 batch_cost: 0.5650 data_cost: 0.0021 ips: 14.1581 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:37] ppdet.engine.callbacks INFO: Epoch: [20] [150/264] learning_rate: 0.000100 loss_class: 2.713866 loss_bbox: 0.196542 loss_giou: 0.244252 loss_mask: 0.562914 loss_dice: 0.528544 loss_class_aux: 17.410692 loss_bbox_aux: 1.219462 loss_giou_aux: 1.575783 loss_mask_aux: 3.415298 loss_dice_aux: 3.160482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.586852 loss: 32.745824 eta: 8:46:16 batch_cost: 0.5782 data_cost: 0.0020 ips: 13.8356 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:44] ppdet.engine.callbacks INFO: Epoch: [20] [160/264] learning_rate: 0.000100 loss_class: 2.767937 loss_bbox: 0.200242 loss_giou: 0.263092 loss_mask: 0.431984 loss_dice: 0.507317 loss_class_aux: 18.062010 loss_bbox_aux: 1.276264 loss_giou_aux: 1.663550 loss_mask_aux: 2.662007 loss_dice_aux: 2.996123 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.590455 loss: 33.426430 eta: 8:46:04 batch_cost: 0.6155 data_cost: 0.0023 ips: 12.9965 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:50] ppdet.engine.callbacks INFO: Epoch: [20] [170/264] learning_rate: 0.000100 loss_class: 2.975676 loss_bbox: 0.214523 loss_giou: 0.268307 loss_mask: 0.592342 loss_dice: 0.562768 loss_class_aux: 19.176933 loss_bbox_aux: 1.312890 loss_giou_aux: 1.669876 loss_mask_aux: 3.362871 loss_dice_aux: 3.378597 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.234049 eta: 8:45:51 batch_cost: 0.5935 data_cost: 0.0022 ips: 13.4805 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:00:56] ppdet.engine.callbacks INFO: Epoch: [20] [180/264] learning_rate: 0.000100 loss_class: 2.957204 loss_bbox: 0.190826 loss_giou: 0.278469 loss_mask: 0.544587 loss_dice: 0.547918 loss_class_aux: 18.372680 loss_bbox_aux: 1.308844 loss_giou_aux: 1.771931 loss_mask_aux: 3.347873 loss_dice_aux: 3.477342 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.902004 eta: 8:45:40 batch_cost: 0.6161 data_cost: 0.0020 ips: 12.9857 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:02] ppdet.engine.callbacks INFO: Epoch: [20] [190/264] learning_rate: 0.000100 loss_class: 2.688098 loss_bbox: 0.205462 loss_giou: 0.246471 loss_mask: 0.487374 loss_dice: 0.494061 loss_class_aux: 17.047354 loss_bbox_aux: 1.266485 loss_giou_aux: 1.557025 loss_mask_aux: 2.998572 loss_dice_aux: 3.033795 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.567397 eta: 8:45:26 batch_cost: 0.5759 data_cost: 0.0021 ips: 13.8911 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:08] ppdet.engine.callbacks INFO: Epoch: [20] [200/264] learning_rate: 0.000100 loss_class: 2.880680 loss_bbox: 0.222747 loss_giou: 0.279106 loss_mask: 0.662174 loss_dice: 0.542630 loss_class_aux: 18.288882 loss_bbox_aux: 1.423047 loss_giou_aux: 1.768935 loss_mask_aux: 3.708400 loss_dice_aux: 3.294927 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.994775 loss: 34.303360 eta: 8:45:11 batch_cost: 0.5732 data_cost: 0.0020 ips: 13.9573 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:15] ppdet.engine.callbacks INFO: Epoch: [20] [210/264] learning_rate: 0.000100 loss_class: 2.793846 loss_bbox: 0.179974 loss_giou: 0.248499 loss_mask: 0.536964 loss_dice: 0.504737 loss_class_aux: 17.722977 loss_bbox_aux: 1.183898 loss_giou_aux: 1.571404 loss_mask_aux: 3.272732 loss_dice_aux: 3.146626 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.622600 loss: 32.034773 eta: 8:45:04 batch_cost: 0.6591 data_cost: 0.0023 ips: 12.1369 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:21] ppdet.engine.callbacks INFO: Epoch: [20] [220/264] learning_rate: 0.000100 loss_class: 3.129288 loss_bbox: 0.192812 loss_giou: 0.235509 loss_mask: 0.565588 loss_dice: 0.484279 loss_class_aux: 19.479643 loss_bbox_aux: 1.307869 loss_giou_aux: 1.574720 loss_mask_aux: 3.645949 loss_dice_aux: 2.976460 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.556694 eta: 8:44:51 batch_cost: 0.5905 data_cost: 0.0020 ips: 13.5486 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:28] ppdet.engine.callbacks INFO: Epoch: [20] [230/264] learning_rate: 0.000100 loss_class: 3.209236 loss_bbox: 0.205539 loss_giou: 0.278174 loss_mask: 0.481253 loss_dice: 0.555210 loss_class_aux: 19.907183 loss_bbox_aux: 1.338624 loss_giou_aux: 1.788923 loss_mask_aux: 3.019606 loss_dice_aux: 3.274788 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.565767 loss: 35.453859 eta: 8:44:38 batch_cost: 0.5969 data_cost: 0.0015 ips: 13.4021 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:34] ppdet.engine.callbacks INFO: Epoch: [20] [240/264] learning_rate: 0.000100 loss_class: 2.769860 loss_bbox: 0.198800 loss_giou: 0.288121 loss_mask: 0.477479 loss_dice: 0.534456 loss_class_aux: 17.608301 loss_bbox_aux: 1.316894 loss_giou_aux: 1.838789 loss_mask_aux: 2.922560 loss_dice_aux: 3.276856 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.052262 loss: 33.311981 eta: 8:44:24 batch_cost: 0.5755 data_cost: 0.0016 ips: 13.9003 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:40] ppdet.engine.callbacks INFO: Epoch: [20] [250/264] learning_rate: 0.000100 loss_class: 2.928653 loss_bbox: 0.166596 loss_giou: 0.263879 loss_mask: 0.438285 loss_dice: 0.502296 loss_class_aux: 18.598700 loss_bbox_aux: 1.124946 loss_giou_aux: 1.681259 loss_mask_aux: 2.764614 loss_dice_aux: 3.206361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.358449 loss: 33.769249 eta: 8:44:10 batch_cost: 0.5857 data_cost: 0.0015 ips: 13.6597 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:01:46] ppdet.engine.callbacks INFO: Epoch: [20] [260/264] learning_rate: 0.000100 loss_class: 2.991665 loss_bbox: 0.175480 loss_giou: 0.234133 loss_mask: 0.571522 loss_dice: 0.485765 loss_class_aux: 19.127468 loss_bbox_aux: 1.214039 loss_giou_aux: 1.495435 loss_mask_aux: 3.520616 loss_dice_aux: 3.027484 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.922843 loss: 33.843924 eta: 8:43:54 batch_cost: 0.5533 data_cost: 0.0014 ips: 14.4597 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:06] ppdet.engine.callbacks INFO: Epoch: [21] [  0/264] learning_rate: 0.000100 loss_class: 3.171806 loss_bbox: 0.194217 loss_giou: 0.232130 loss_mask: 0.572134 loss_dice: 0.477050 loss_class_aux: 19.663792 loss_bbox_aux: 1.291543 loss_giou_aux: 1.478574 loss_mask_aux: 3.514393 loss_dice_aux: 2.952319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.384596 eta: 8:45:27 batch_cost: 1.6986 data_cost: 1.0894 ips: 4.7099 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:17] ppdet.engine.callbacks INFO: Epoch: [21] [ 10/264] learning_rate: 0.000100 loss_class: 2.661870 loss_bbox: 0.163881 loss_giou: 0.234464 loss_mask: 0.423385 loss_dice: 0.469598 loss_class_aux: 17.246606 loss_bbox_aux: 1.119114 loss_giou_aux: 1.505668 loss_mask_aux: 2.718582 loss_dice_aux: 2.965324 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.656737 eta: 8:45:52 batch_cost: 1.0348 data_cost: 0.0055 ips: 7.7307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:24] ppdet.engine.callbacks INFO: Epoch: [21] [ 20/264] learning_rate: 0.000100 loss_class: 2.658478 loss_bbox: 0.170156 loss_giou: 0.248086 loss_mask: 0.492973 loss_dice: 0.461300 loss_class_aux: 16.389027 loss_bbox_aux: 1.107279 loss_giou_aux: 1.577294 loss_mask_aux: 3.100377 loss_dice_aux: 2.839337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.831791 loss: 31.139466 eta: 8:45:44 batch_cost: 0.6517 data_cost: 0.0027 ips: 12.2759 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:31] ppdet.engine.callbacks INFO: Epoch: [21] [ 30/264] learning_rate: 0.000100 loss_class: 2.933359 loss_bbox: 0.198672 loss_giou: 0.273113 loss_mask: 0.612463 loss_dice: 0.537108 loss_class_aux: 18.546583 loss_bbox_aux: 1.366666 loss_giou_aux: 1.720613 loss_mask_aux: 3.718242 loss_dice_aux: 3.230538 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.880062 loss: 35.148958 eta: 8:45:34 batch_cost: 0.6292 data_cost: 0.0034 ips: 12.7136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:38] ppdet.engine.callbacks INFO: Epoch: [21] [ 40/264] learning_rate: 0.000100 loss_class: 2.726867 loss_bbox: 0.180861 loss_giou: 0.255402 loss_mask: 0.434161 loss_dice: 0.522384 loss_class_aux: 16.797745 loss_bbox_aux: 1.153788 loss_giou_aux: 1.649180 loss_mask_aux: 2.629333 loss_dice_aux: 3.180540 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.762707 eta: 8:45:25 batch_cost: 0.6406 data_cost: 0.0021 ips: 12.4885 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:44] ppdet.engine.callbacks INFO: Epoch: [21] [ 50/264] learning_rate: 0.000100 loss_class: 2.471099 loss_bbox: 0.175244 loss_giou: 0.239006 loss_mask: 0.472582 loss_dice: 0.436295 loss_class_aux: 15.842843 loss_bbox_aux: 1.189867 loss_giou_aux: 1.545483 loss_mask_aux: 2.999747 loss_dice_aux: 2.747853 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.773186 eta: 8:45:15 batch_cost: 0.6261 data_cost: 0.0028 ips: 12.7781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:50] ppdet.engine.callbacks INFO: Epoch: [21] [ 60/264] learning_rate: 0.000100 loss_class: 3.047660 loss_bbox: 0.182082 loss_giou: 0.258516 loss_mask: 0.587027 loss_dice: 0.508335 loss_class_aux: 19.324453 loss_bbox_aux: 1.313876 loss_giou_aux: 1.685632 loss_mask_aux: 3.557622 loss_dice_aux: 3.204449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.642083 loss: 34.077209 eta: 8:45:01 batch_cost: 0.5884 data_cost: 0.0019 ips: 13.5966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:02:57] ppdet.engine.callbacks INFO: Epoch: [21] [ 70/264] learning_rate: 0.000100 loss_class: 2.936988 loss_bbox: 0.231030 loss_giou: 0.274045 loss_mask: 0.558834 loss_dice: 0.549738 loss_class_aux: 18.091408 loss_bbox_aux: 1.480318 loss_giou_aux: 1.814323 loss_mask_aux: 3.367600 loss_dice_aux: 3.328406 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.142670 loss: 33.283123 eta: 8:44:48 batch_cost: 0.5893 data_cost: 0.0019 ips: 13.5752 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:03] ppdet.engine.callbacks INFO: Epoch: [21] [ 80/264] learning_rate: 0.000100 loss_class: 2.825038 loss_bbox: 0.174759 loss_giou: 0.258427 loss_mask: 0.440819 loss_dice: 0.523361 loss_class_aux: 17.778361 loss_bbox_aux: 1.127551 loss_giou_aux: 1.641613 loss_mask_aux: 2.768796 loss_dice_aux: 3.126851 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583631 loss: 31.631432 eta: 8:44:34 batch_cost: 0.5798 data_cost: 0.0021 ips: 13.7974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:09] ppdet.engine.callbacks INFO: Epoch: [21] [ 90/264] learning_rate: 0.000100 loss_class: 2.701911 loss_bbox: 0.188480 loss_giou: 0.266841 loss_mask: 0.556949 loss_dice: 0.488299 loss_class_aux: 16.962111 loss_bbox_aux: 1.281989 loss_giou_aux: 1.730930 loss_mask_aux: 3.412436 loss_dice_aux: 3.025745 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.560743 eta: 8:44:22 batch_cost: 0.6011 data_cost: 0.0021 ips: 13.3097 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:15] ppdet.engine.callbacks INFO: Epoch: [21] [100/264] learning_rate: 0.000100 loss_class: 2.642215 loss_bbox: 0.176274 loss_giou: 0.239453 loss_mask: 0.525886 loss_dice: 0.469063 loss_class_aux: 17.202515 loss_bbox_aux: 1.146410 loss_giou_aux: 1.541954 loss_mask_aux: 3.212381 loss_dice_aux: 2.932567 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.755116 loss: 30.409157 eta: 8:44:08 batch_cost: 0.5813 data_cost: 0.0023 ips: 13.7616 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:21] ppdet.engine.callbacks INFO: Epoch: [21] [110/264] learning_rate: 0.000100 loss_class: 2.878529 loss_bbox: 0.193006 loss_giou: 0.255848 loss_mask: 0.516343 loss_dice: 0.488770 loss_class_aux: 17.416595 loss_bbox_aux: 1.267702 loss_giou_aux: 1.631350 loss_mask_aux: 3.185457 loss_dice_aux: 2.982866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.902676 loss: 32.379942 eta: 8:43:55 batch_cost: 0.5938 data_cost: 0.0021 ips: 13.4733 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:28] ppdet.engine.callbacks INFO: Epoch: [21] [120/264] learning_rate: 0.000100 loss_class: 2.932004 loss_bbox: 0.186806 loss_giou: 0.253823 loss_mask: 0.495152 loss_dice: 0.511382 loss_class_aux: 18.307087 loss_bbox_aux: 1.191591 loss_giou_aux: 1.627466 loss_mask_aux: 2.785846 loss_dice_aux: 3.171167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.390431 eta: 8:43:45 batch_cost: 0.6228 data_cost: 0.0021 ips: 12.8444 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:34] ppdet.engine.callbacks INFO: Epoch: [21] [130/264] learning_rate: 0.000100 loss_class: 2.707353 loss_bbox: 0.204483 loss_giou: 0.236146 loss_mask: 0.646173 loss_dice: 0.483568 loss_class_aux: 17.232173 loss_bbox_aux: 1.254892 loss_giou_aux: 1.497767 loss_mask_aux: 3.785924 loss_dice_aux: 2.936202 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.096933 eta: 8:43:32 batch_cost: 0.5968 data_cost: 0.0019 ips: 13.4041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:40] ppdet.engine.callbacks INFO: Epoch: [21] [140/264] learning_rate: 0.000100 loss_class: 2.716622 loss_bbox: 0.201078 loss_giou: 0.256525 loss_mask: 0.566446 loss_dice: 0.498101 loss_class_aux: 16.518428 loss_bbox_aux: 1.376490 loss_giou_aux: 1.698630 loss_mask_aux: 3.335434 loss_dice_aux: 3.115036 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.749944 loss: 30.603918 eta: 8:43:18 batch_cost: 0.5738 data_cost: 0.0020 ips: 13.9423 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:40] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:03:40] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:03:47] ppdet.engine.callbacks INFO: Epoch: [21] [150/264] learning_rate: 0.000100 loss_class: 2.947292 loss_bbox: 0.182275 loss_giou: 0.247424 loss_mask: 0.533255 loss_dice: 0.480431 loss_class_aux: 18.920417 loss_bbox_aux: 1.225797 loss_giou_aux: 1.595895 loss_mask_aux: 3.175397 loss_dice_aux: 2.934941 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.821262 eta: 8:43:10 batch_cost: 0.6480 data_cost: 0.0023 ips: 12.3461 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:53] ppdet.engine.callbacks INFO: Epoch: [21] [160/264] learning_rate: 0.000100 loss_class: 2.835749 loss_bbox: 0.188051 loss_giou: 0.227475 loss_mask: 0.512197 loss_dice: 0.496963 loss_class_aux: 17.649590 loss_bbox_aux: 1.291929 loss_giou_aux: 1.490434 loss_mask_aux: 3.100585 loss_dice_aux: 3.052133 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.569221 eta: 8:42:55 batch_cost: 0.5620 data_cost: 0.0023 ips: 14.2352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:03:59] ppdet.engine.callbacks INFO: Epoch: [21] [170/264] learning_rate: 0.000100 loss_class: 2.952767 loss_bbox: 0.180008 loss_giou: 0.252964 loss_mask: 0.480738 loss_dice: 0.463639 loss_class_aux: 18.108404 loss_bbox_aux: 1.239788 loss_giou_aux: 1.616397 loss_mask_aux: 3.298992 loss_dice_aux: 2.896974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.913203 eta: 8:42:46 batch_cost: 0.6401 data_cost: 0.0024 ips: 12.4973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:05] ppdet.engine.callbacks INFO: Epoch: [21] [180/264] learning_rate: 0.000100 loss_class: 2.975888 loss_bbox: 0.189065 loss_giou: 0.273423 loss_mask: 0.490673 loss_dice: 0.519235 loss_class_aux: 18.625877 loss_bbox_aux: 1.258889 loss_giou_aux: 1.731540 loss_mask_aux: 3.129146 loss_dice_aux: 3.240504 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.820202 loss: 33.559391 eta: 8:42:31 batch_cost: 0.5656 data_cost: 0.0022 ips: 14.1443 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:12] ppdet.engine.callbacks INFO: Epoch: [21] [190/264] learning_rate: 0.000100 loss_class: 3.222088 loss_bbox: 0.210557 loss_giou: 0.268017 loss_mask: 0.585047 loss_dice: 0.518715 loss_class_aux: 20.362288 loss_bbox_aux: 1.310042 loss_giou_aux: 1.763757 loss_mask_aux: 3.587356 loss_dice_aux: 3.249691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.682398 eta: 8:42:22 batch_cost: 0.6359 data_cost: 0.0025 ips: 12.5812 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:19] ppdet.engine.callbacks INFO: Epoch: [21] [200/264] learning_rate: 0.000100 loss_class: 2.800130 loss_bbox: 0.202543 loss_giou: 0.264078 loss_mask: 0.506866 loss_dice: 0.522738 loss_class_aux: 17.210159 loss_bbox_aux: 1.403790 loss_giou_aux: 1.735915 loss_mask_aux: 3.092088 loss_dice_aux: 3.182538 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.150230 eta: 8:42:12 batch_cost: 0.6326 data_cost: 0.0019 ips: 12.6464 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:25] ppdet.engine.callbacks INFO: Epoch: [21] [210/264] learning_rate: 0.000100 loss_class: 2.678625 loss_bbox: 0.188342 loss_giou: 0.250751 loss_mask: 0.496757 loss_dice: 0.476858 loss_class_aux: 16.594987 loss_bbox_aux: 1.226331 loss_giou_aux: 1.627304 loss_mask_aux: 3.039387 loss_dice_aux: 2.978279 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.122416 eta: 8:41:59 batch_cost: 0.5878 data_cost: 0.0019 ips: 13.6094 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:30] ppdet.engine.callbacks INFO: Epoch: [21] [220/264] learning_rate: 0.000100 loss_class: 2.788476 loss_bbox: 0.190814 loss_giou: 0.254753 loss_mask: 0.502172 loss_dice: 0.544853 loss_class_aux: 17.339746 loss_bbox_aux: 1.144520 loss_giou_aux: 1.629235 loss_mask_aux: 2.942252 loss_dice_aux: 3.240404 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.565358 loss: 31.864185 eta: 8:41:42 batch_cost: 0.5408 data_cost: 0.0018 ips: 14.7933 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:36] ppdet.engine.callbacks INFO: Epoch: [21] [230/264] learning_rate: 0.000100 loss_class: 2.688040 loss_bbox: 0.207966 loss_giou: 0.258087 loss_mask: 0.568127 loss_dice: 0.500037 loss_class_aux: 17.387456 loss_bbox_aux: 1.323101 loss_giou_aux: 1.647175 loss_mask_aux: 3.199466 loss_dice_aux: 2.979644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.571747 loss: 31.373365 eta: 8:41:25 batch_cost: 0.5340 data_cost: 0.0016 ips: 14.9813 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:42] ppdet.engine.callbacks INFO: Epoch: [21] [240/264] learning_rate: 0.000100 loss_class: 2.679478 loss_bbox: 0.166480 loss_giou: 0.251542 loss_mask: 0.443960 loss_dice: 0.501352 loss_class_aux: 16.849983 loss_bbox_aux: 1.119204 loss_giou_aux: 1.610059 loss_mask_aux: 2.597491 loss_dice_aux: 3.016765 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.927916 eta: 8:41:11 batch_cost: 0.5701 data_cost: 0.0015 ips: 14.0323 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:48] ppdet.engine.callbacks INFO: Epoch: [21] [250/264] learning_rate: 0.000100 loss_class: 3.138706 loss_bbox: 0.180211 loss_giou: 0.263386 loss_mask: 0.507825 loss_dice: 0.507684 loss_class_aux: 19.917501 loss_bbox_aux: 1.274499 loss_giou_aux: 1.670099 loss_mask_aux: 3.290401 loss_dice_aux: 3.164382 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.530609 eta: 8:40:57 batch_cost: 0.5755 data_cost: 0.0015 ips: 13.9006 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:04:54] ppdet.engine.callbacks INFO: Epoch: [21] [260/264] learning_rate: 0.000100 loss_class: 2.938423 loss_bbox: 0.183169 loss_giou: 0.250709 loss_mask: 0.551684 loss_dice: 0.530534 loss_class_aux: 18.338456 loss_bbox_aux: 1.229414 loss_giou_aux: 1.636546 loss_mask_aux: 3.444504 loss_dice_aux: 3.155162 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.706045 eta: 8:40:42 batch_cost: 0.5692 data_cost: 0.0015 ips: 14.0555 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:13] ppdet.engine.callbacks INFO: Epoch: [22] [  0/264] learning_rate: 0.000100 loss_class: 2.976365 loss_bbox: 0.206661 loss_giou: 0.284883 loss_mask: 0.612690 loss_dice: 0.585642 loss_class_aux: 18.476636 loss_bbox_aux: 1.350258 loss_giou_aux: 1.861079 loss_mask_aux: 3.724288 loss_dice_aux: 3.600062 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.564882 loss: 34.241499 eta: 8:42:01 batch_cost: 1.6223 data_cost: 0.9703 ips: 4.9313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:21] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:05:21] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:05:26] ppdet.engine.callbacks INFO: Epoch: [22] [ 10/264] learning_rate: 0.000100 loss_class: 2.795753 loss_bbox: 0.186815 loss_giou: 0.238683 loss_mask: 0.515461 loss_dice: 0.501788 loss_class_aux: 16.945757 loss_bbox_aux: 1.296114 loss_giou_aux: 1.540227 loss_mask_aux: 3.341107 loss_dice_aux: 3.147724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.116002 eta: 8:42:32 batch_cost: 1.1331 data_cost: 0.1624 ips: 7.0602 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:32] ppdet.engine.callbacks INFO: Epoch: [22] [ 20/264] learning_rate: 0.000100 loss_class: 2.921251 loss_bbox: 0.180736 loss_giou: 0.266631 loss_mask: 0.423351 loss_dice: 0.499693 loss_class_aux: 17.838196 loss_bbox_aux: 1.193596 loss_giou_aux: 1.679654 loss_mask_aux: 2.613803 loss_dice_aux: 3.059901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.986078 loss: 32.799823 eta: 8:42:20 batch_cost: 0.5979 data_cost: 0.0029 ips: 13.3805 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:39] ppdet.engine.callbacks INFO: Epoch: [22] [ 30/264] learning_rate: 0.000100 loss_class: 2.848549 loss_bbox: 0.171309 loss_giou: 0.239918 loss_mask: 0.481958 loss_dice: 0.498315 loss_class_aux: 17.840407 loss_bbox_aux: 1.121110 loss_giou_aux: 1.524768 loss_mask_aux: 3.119068 loss_dice_aux: 3.210740 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.426897 loss: 31.443941 eta: 8:42:14 batch_cost: 0.6737 data_cost: 0.0028 ips: 11.8740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:46] ppdet.engine.callbacks INFO: Epoch: [22] [ 40/264] learning_rate: 0.000100 loss_class: 2.718187 loss_bbox: 0.196037 loss_giou: 0.301205 loss_mask: 0.531594 loss_dice: 0.531489 loss_class_aux: 16.936939 loss_bbox_aux: 1.296612 loss_giou_aux: 1.843799 loss_mask_aux: 3.210381 loss_dice_aux: 3.360512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.553144 loss: 31.902362 eta: 8:42:03 batch_cost: 0.6246 data_cost: 0.0020 ips: 12.8080 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:52] ppdet.engine.callbacks INFO: Epoch: [22] [ 50/264] learning_rate: 0.000100 loss_class: 3.026380 loss_bbox: 0.183873 loss_giou: 0.267405 loss_mask: 0.474075 loss_dice: 0.562108 loss_class_aux: 18.275963 loss_bbox_aux: 1.275966 loss_giou_aux: 1.691208 loss_mask_aux: 3.103644 loss_dice_aux: 3.376236 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.597326 loss: 34.211967 eta: 8:41:51 batch_cost: 0.5957 data_cost: 0.0024 ips: 13.4287 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:05:58] ppdet.engine.callbacks INFO: Epoch: [22] [ 60/264] learning_rate: 0.000100 loss_class: 2.491962 loss_bbox: 0.175083 loss_giou: 0.281656 loss_mask: 0.501263 loss_dice: 0.502323 loss_class_aux: 15.636636 loss_bbox_aux: 1.176617 loss_giou_aux: 1.741597 loss_mask_aux: 2.997200 loss_dice_aux: 3.097088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.662290 eta: 8:41:40 batch_cost: 0.6144 data_cost: 0.0034 ips: 13.0216 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:05] ppdet.engine.callbacks INFO: Epoch: [22] [ 70/264] learning_rate: 0.000100 loss_class: 2.630970 loss_bbox: 0.170941 loss_giou: 0.264844 loss_mask: 0.430731 loss_dice: 0.508762 loss_class_aux: 16.518347 loss_bbox_aux: 1.141003 loss_giou_aux: 1.709939 loss_mask_aux: 2.538353 loss_dice_aux: 3.084413 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.468246 loss: 30.387924 eta: 8:41:27 batch_cost: 0.5819 data_cost: 0.0026 ips: 13.7470 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:11] ppdet.engine.callbacks INFO: Epoch: [22] [ 80/264] learning_rate: 0.000100 loss_class: 2.968986 loss_bbox: 0.202729 loss_giou: 0.265326 loss_mask: 0.647822 loss_dice: 0.571457 loss_class_aux: 18.515768 loss_bbox_aux: 1.381494 loss_giou_aux: 1.679923 loss_mask_aux: 3.842532 loss_dice_aux: 3.440087 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.111420 eta: 8:41:13 batch_cost: 0.5804 data_cost: 0.0019 ips: 13.7842 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:17] ppdet.engine.callbacks INFO: Epoch: [22] [ 90/264] learning_rate: 0.000100 loss_class: 2.758585 loss_bbox: 0.196498 loss_giou: 0.273976 loss_mask: 0.576697 loss_dice: 0.574889 loss_class_aux: 17.623630 loss_bbox_aux: 1.292657 loss_giou_aux: 1.811766 loss_mask_aux: 3.689435 loss_dice_aux: 3.488879 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.957529 eta: 8:41:03 batch_cost: 0.6255 data_cost: 0.0023 ips: 12.7898 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:24] ppdet.engine.callbacks INFO: Epoch: [22] [100/264] learning_rate: 0.000100 loss_class: 2.453978 loss_bbox: 0.173700 loss_giou: 0.247235 loss_mask: 0.468886 loss_dice: 0.466187 loss_class_aux: 15.705421 loss_bbox_aux: 1.257725 loss_giou_aux: 1.550012 loss_mask_aux: 2.782316 loss_dice_aux: 2.940220 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.843044 eta: 8:40:53 batch_cost: 0.6235 data_cost: 0.0018 ips: 12.8299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:30] ppdet.engine.callbacks INFO: Epoch: [22] [110/264] learning_rate: 0.000100 loss_class: 2.656997 loss_bbox: 0.209457 loss_giou: 0.265333 loss_mask: 0.529925 loss_dice: 0.519243 loss_class_aux: 16.666604 loss_bbox_aux: 1.405214 loss_giou_aux: 1.709714 loss_mask_aux: 3.211517 loss_dice_aux: 3.213359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.369880 loss: 32.713963 eta: 8:40:42 batch_cost: 0.6080 data_cost: 0.0020 ips: 13.1569 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:36] ppdet.engine.callbacks INFO: Epoch: [22] [120/264] learning_rate: 0.000100 loss_class: 2.804815 loss_bbox: 0.233169 loss_giou: 0.273018 loss_mask: 0.689366 loss_dice: 0.603828 loss_class_aux: 17.605364 loss_bbox_aux: 1.589014 loss_giou_aux: 1.741105 loss_mask_aux: 4.237055 loss_dice_aux: 3.638691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.493906 eta: 8:40:28 batch_cost: 0.5793 data_cost: 0.0024 ips: 13.8095 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:42] ppdet.engine.callbacks INFO: Epoch: [22] [130/264] learning_rate: 0.000100 loss_class: 2.771527 loss_bbox: 0.194357 loss_giou: 0.241017 loss_mask: 0.517851 loss_dice: 0.519724 loss_class_aux: 17.196600 loss_bbox_aux: 1.286093 loss_giou_aux: 1.586303 loss_mask_aux: 3.316246 loss_dice_aux: 3.146088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.922015 eta: 8:40:15 batch_cost: 0.5875 data_cost: 0.0022 ips: 13.6171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:49] ppdet.engine.callbacks INFO: Epoch: [22] [140/264] learning_rate: 0.000100 loss_class: 2.691651 loss_bbox: 0.189364 loss_giou: 0.242691 loss_mask: 0.547508 loss_dice: 0.515956 loss_class_aux: 16.577952 loss_bbox_aux: 1.216438 loss_giou_aux: 1.611043 loss_mask_aux: 3.173624 loss_dice_aux: 3.160620 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.821889 eta: 8:40:06 batch_cost: 0.6303 data_cost: 0.0025 ips: 12.6914 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:06:56] ppdet.engine.callbacks INFO: Epoch: [22] [150/264] learning_rate: 0.000100 loss_class: 3.027607 loss_bbox: 0.202341 loss_giou: 0.271221 loss_mask: 0.577734 loss_dice: 0.537312 loss_class_aux: 19.040390 loss_bbox_aux: 1.333008 loss_giou_aux: 1.684625 loss_mask_aux: 3.540561 loss_dice_aux: 3.265315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.350154 eta: 8:39:56 batch_cost: 0.6200 data_cost: 0.0021 ips: 12.9027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:01] ppdet.engine.callbacks INFO: Epoch: [22] [160/264] learning_rate: 0.000100 loss_class: 2.797026 loss_bbox: 0.180515 loss_giou: 0.218096 loss_mask: 0.509434 loss_dice: 0.481704 loss_class_aux: 17.780315 loss_bbox_aux: 1.241905 loss_giou_aux: 1.446292 loss_mask_aux: 3.149545 loss_dice_aux: 3.056749 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.661892 eta: 8:39:39 batch_cost: 0.5363 data_cost: 0.0018 ips: 14.9172 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:07] ppdet.engine.callbacks INFO: Epoch: [22] [170/264] learning_rate: 0.000100 loss_class: 2.621300 loss_bbox: 0.184863 loss_giou: 0.250277 loss_mask: 0.514482 loss_dice: 0.482536 loss_class_aux: 16.906728 loss_bbox_aux: 1.259368 loss_giou_aux: 1.630696 loss_mask_aux: 3.179487 loss_dice_aux: 2.961882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.140231 eta: 8:39:25 batch_cost: 0.5789 data_cost: 0.0021 ips: 13.8195 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:14] ppdet.engine.callbacks INFO: Epoch: [22] [180/264] learning_rate: 0.000100 loss_class: 2.603183 loss_bbox: 0.208333 loss_giou: 0.245890 loss_mask: 0.618554 loss_dice: 0.508934 loss_class_aux: 16.679853 loss_bbox_aux: 1.353005 loss_giou_aux: 1.605739 loss_mask_aux: 3.781749 loss_dice_aux: 3.073118 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.547575 eta: 8:39:16 batch_cost: 0.6362 data_cost: 0.0020 ips: 12.5746 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:20] ppdet.engine.callbacks INFO: Epoch: [22] [190/264] learning_rate: 0.000100 loss_class: 2.548573 loss_bbox: 0.163435 loss_giou: 0.237311 loss_mask: 0.437457 loss_dice: 0.467484 loss_class_aux: 15.671013 loss_bbox_aux: 1.048343 loss_giou_aux: 1.528975 loss_mask_aux: 2.689198 loss_dice_aux: 2.770253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.488463 loss: 29.638352 eta: 8:39:04 batch_cost: 0.5868 data_cost: 0.0021 ips: 13.6339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:26] ppdet.engine.callbacks INFO: Epoch: [22] [200/264] learning_rate: 0.000100 loss_class: 2.485528 loss_bbox: 0.192322 loss_giou: 0.231085 loss_mask: 0.417111 loss_dice: 0.471458 loss_class_aux: 15.479699 loss_bbox_aux: 1.273550 loss_giou_aux: 1.479188 loss_mask_aux: 2.565706 loss_dice_aux: 2.879277 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.506659 eta: 8:38:52 batch_cost: 0.5981 data_cost: 0.0018 ips: 13.3758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:33] ppdet.engine.callbacks INFO: Epoch: [22] [210/264] learning_rate: 0.000100 loss_class: 3.048840 loss_bbox: 0.199697 loss_giou: 0.269722 loss_mask: 0.545172 loss_dice: 0.548789 loss_class_aux: 19.030806 loss_bbox_aux: 1.236963 loss_giou_aux: 1.696684 loss_mask_aux: 3.384472 loss_dice_aux: 3.346252 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.343607 loss: 34.542740 eta: 8:38:40 batch_cost: 0.5967 data_cost: 0.0023 ips: 13.4063 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:38] ppdet.engine.callbacks INFO: Epoch: [22] [220/264] learning_rate: 0.000100 loss_class: 2.862351 loss_bbox: 0.200464 loss_giou: 0.266062 loss_mask: 0.702751 loss_dice: 0.570699 loss_class_aux: 18.437317 loss_bbox_aux: 1.404465 loss_giou_aux: 1.701065 loss_mask_aux: 4.296791 loss_dice_aux: 3.406866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.901592 eta: 8:38:25 batch_cost: 0.5570 data_cost: 0.0018 ips: 14.3620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:44] ppdet.engine.callbacks INFO: Epoch: [22] [230/264] learning_rate: 0.000100 loss_class: 2.850640 loss_bbox: 0.174274 loss_giou: 0.225281 loss_mask: 0.462012 loss_dice: 0.474165 loss_class_aux: 17.175571 loss_bbox_aux: 1.169828 loss_giou_aux: 1.485243 loss_mask_aux: 2.845231 loss_dice_aux: 2.965961 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.893435 eta: 8:38:11 batch_cost: 0.5687 data_cost: 0.0016 ips: 14.0675 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:50] ppdet.engine.callbacks INFO: Epoch: [22] [240/264] learning_rate: 0.000100 loss_class: 2.780181 loss_bbox: 0.178174 loss_giou: 0.256858 loss_mask: 0.481771 loss_dice: 0.471791 loss_class_aux: 17.166877 loss_bbox_aux: 1.148844 loss_giou_aux: 1.603671 loss_mask_aux: 3.111353 loss_dice_aux: 2.819086 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.281008 eta: 8:37:56 batch_cost: 0.5680 data_cost: 0.0015 ips: 14.0852 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:07:56] ppdet.engine.callbacks INFO: Epoch: [22] [250/264] learning_rate: 0.000100 loss_class: 2.837769 loss_bbox: 0.196944 loss_giou: 0.271978 loss_mask: 0.518419 loss_dice: 0.512678 loss_class_aux: 17.846063 loss_bbox_aux: 1.273103 loss_giou_aux: 1.679830 loss_mask_aux: 3.191755 loss_dice_aux: 3.007877 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.281336 eta: 8:37:41 batch_cost: 0.5497 data_cost: 0.0015 ips: 14.5535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:08:02] ppdet.engine.callbacks INFO: Epoch: [22] [260/264] learning_rate: 0.000100 loss_class: 2.669243 loss_bbox: 0.186538 loss_giou: 0.244736 loss_mask: 0.495025 loss_dice: 0.471908 loss_class_aux: 17.038971 loss_bbox_aux: 1.215251 loss_giou_aux: 1.620099 loss_mask_aux: 2.974764 loss_dice_aux: 2.863213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483500 loss: 30.929132 eta: 8:37:26 batch_cost: 0.5563 data_cost: 0.0014 ips: 14.3808 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:08:22] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:08:22] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:08:24] ppdet.engine.callbacks INFO: Epoch: [23] [  0/264] learning_rate: 0.000100 loss_class: 2.657024 loss_bbox: 0.195261 loss_giou: 0.246297 loss_mask: 0.594363 loss_dice: 0.475619 loss_class_aux: 17.006961 loss_bbox_aux: 1.279438 loss_giou_aux: 1.620099 loss_mask_aux: 3.563821 loss_dice_aux: 2.935007 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.187493 loss: 33.310066 eta: 8:38:56 batch_cost: 1.7965 data_cost: 1.1821 ips: 4.4532 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:08:35] ppdet.engine.callbacks INFO: Epoch: [23] [ 10/264] learning_rate: 0.000100 loss_class: 2.786414 loss_bbox: 0.204595 loss_giou: 0.273520 loss_mask: 0.524128 loss_dice: 0.553651 loss_class_aux: 18.071859 loss_bbox_aux: 1.324117 loss_giou_aux: 1.730801 loss_mask_aux: 3.275998 loss_dice_aux: 3.399335 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.445101 eta: 8:39:22 batch_cost: 1.0908 data_cost: 0.1809 ips: 7.3342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:08:42] ppdet.engine.callbacks INFO: Epoch: [23] [ 20/264] learning_rate: 0.000100 loss_class: 2.804542 loss_bbox: 0.196413 loss_giou: 0.253201 loss_mask: 0.539662 loss_dice: 0.516006 loss_class_aux: 17.547947 loss_bbox_aux: 1.275868 loss_giou_aux: 1.601917 loss_mask_aux: 3.328748 loss_dice_aux: 3.069878 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.958634 loss: 33.655524 eta: 8:39:12 batch_cost: 0.6249 data_cost: 0.0023 ips: 12.8017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:08:49] ppdet.engine.callbacks INFO: Epoch: [23] [ 30/264] learning_rate: 0.000100 loss_class: 2.943914 loss_bbox: 0.193051 loss_giou: 0.247832 loss_mask: 0.527634 loss_dice: 0.488308 loss_class_aux: 19.251698 loss_bbox_aux: 1.290948 loss_giou_aux: 1.561545 loss_mask_aux: 3.143321 loss_dice_aux: 2.941805 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.125437 eta: 8:39:07 batch_cost: 0.6817 data_cost: 0.0036 ips: 11.7358 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:08:55] ppdet.engine.callbacks INFO: Epoch: [23] [ 40/264] learning_rate: 0.000100 loss_class: 2.817344 loss_bbox: 0.181539 loss_giou: 0.241803 loss_mask: 0.487488 loss_dice: 0.480439 loss_class_aux: 17.958269 loss_bbox_aux: 1.184201 loss_giou_aux: 1.577853 loss_mask_aux: 3.050366 loss_dice_aux: 2.951473 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.821978 eta: 8:38:53 batch_cost: 0.5721 data_cost: 0.0020 ips: 13.9848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:01] ppdet.engine.callbacks INFO: Epoch: [23] [ 50/264] learning_rate: 0.000100 loss_class: 2.491320 loss_bbox: 0.168039 loss_giou: 0.246992 loss_mask: 0.381353 loss_dice: 0.452988 loss_class_aux: 15.597199 loss_bbox_aux: 1.092488 loss_giou_aux: 1.590387 loss_mask_aux: 2.398131 loss_dice_aux: 2.748858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.500103 loss: 30.028438 eta: 8:38:41 batch_cost: 0.5966 data_cost: 0.0021 ips: 13.4083 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:08] ppdet.engine.callbacks INFO: Epoch: [23] [ 60/264] learning_rate: 0.000100 loss_class: 2.885522 loss_bbox: 0.193042 loss_giou: 0.235971 loss_mask: 0.591713 loss_dice: 0.513328 loss_class_aux: 17.968707 loss_bbox_aux: 1.284033 loss_giou_aux: 1.519259 loss_mask_aux: 3.508956 loss_dice_aux: 3.084624 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.725430 eta: 8:38:30 batch_cost: 0.6155 data_cost: 0.0028 ips: 12.9977 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:14] ppdet.engine.callbacks INFO: Epoch: [23] [ 70/264] learning_rate: 0.000100 loss_class: 2.792890 loss_bbox: 0.164482 loss_giou: 0.234759 loss_mask: 0.476473 loss_dice: 0.445363 loss_class_aux: 18.356643 loss_bbox_aux: 1.091270 loss_giou_aux: 1.503750 loss_mask_aux: 2.844412 loss_dice_aux: 2.673077 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.165839 eta: 8:38:17 batch_cost: 0.5817 data_cost: 0.0027 ips: 13.7532 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:20] ppdet.engine.callbacks INFO: Epoch: [23] [ 80/264] learning_rate: 0.000100 loss_class: 2.623940 loss_bbox: 0.156932 loss_giou: 0.221654 loss_mask: 0.463929 loss_dice: 0.471008 loss_class_aux: 16.811314 loss_bbox_aux: 1.061376 loss_giou_aux: 1.504739 loss_mask_aux: 2.890455 loss_dice_aux: 2.830729 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.575175 eta: 8:38:07 batch_cost: 0.6212 data_cost: 0.0022 ips: 12.8792 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:27] ppdet.engine.callbacks INFO: Epoch: [23] [ 90/264] learning_rate: 0.000100 loss_class: 2.667837 loss_bbox: 0.167141 loss_giou: 0.251820 loss_mask: 0.454732 loss_dice: 0.493764 loss_class_aux: 17.202758 loss_bbox_aux: 1.139303 loss_giou_aux: 1.626151 loss_mask_aux: 2.818703 loss_dice_aux: 2.949989 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.389145 eta: 8:37:56 batch_cost: 0.6014 data_cost: 0.0020 ips: 13.3027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:33] ppdet.engine.callbacks INFO: Epoch: [23] [100/264] learning_rate: 0.000100 loss_class: 2.562118 loss_bbox: 0.181818 loss_giou: 0.252989 loss_mask: 0.557103 loss_dice: 0.526736 loss_class_aux: 15.815785 loss_bbox_aux: 1.243210 loss_giou_aux: 1.631476 loss_mask_aux: 3.468557 loss_dice_aux: 3.187728 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.052863 eta: 8:37:42 batch_cost: 0.5778 data_cost: 0.0019 ips: 13.8449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:39] ppdet.engine.callbacks INFO: Epoch: [23] [110/264] learning_rate: 0.000100 loss_class: 2.730356 loss_bbox: 0.153113 loss_giou: 0.255086 loss_mask: 0.413022 loss_dice: 0.485597 loss_class_aux: 17.212932 loss_bbox_aux: 1.063181 loss_giou_aux: 1.664695 loss_mask_aux: 2.678315 loss_dice_aux: 2.923713 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.557759 eta: 8:37:29 batch_cost: 0.5822 data_cost: 0.0019 ips: 13.7421 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:45] ppdet.engine.callbacks INFO: Epoch: [23] [120/264] learning_rate: 0.000100 loss_class: 2.530989 loss_bbox: 0.188524 loss_giou: 0.293731 loss_mask: 0.480414 loss_dice: 0.528939 loss_class_aux: 15.854457 loss_bbox_aux: 1.205544 loss_giou_aux: 1.826368 loss_mask_aux: 2.849375 loss_dice_aux: 3.253648 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.459109 loss: 29.244397 eta: 8:37:18 batch_cost: 0.6035 data_cost: 0.0021 ips: 13.2566 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:51] ppdet.engine.callbacks INFO: Epoch: [23] [130/264] learning_rate: 0.000100 loss_class: 2.917392 loss_bbox: 0.182432 loss_giou: 0.264636 loss_mask: 0.465553 loss_dice: 0.527212 loss_class_aux: 18.005664 loss_bbox_aux: 1.169121 loss_giou_aux: 1.668230 loss_mask_aux: 2.886983 loss_dice_aux: 3.184897 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.399376 eta: 8:37:01 batch_cost: 0.5348 data_cost: 0.0021 ips: 14.9598 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:09:57] ppdet.engine.callbacks INFO: Epoch: [23] [140/264] learning_rate: 0.000100 loss_class: 2.773349 loss_bbox: 0.228385 loss_giou: 0.261875 loss_mask: 0.695859 loss_dice: 0.523490 loss_class_aux: 18.021243 loss_bbox_aux: 1.516162 loss_giou_aux: 1.645878 loss_mask_aux: 3.963195 loss_dice_aux: 3.190811 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.091890 eta: 8:36:49 batch_cost: 0.5918 data_cost: 0.0021 ips: 13.5179 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:03] ppdet.engine.callbacks INFO: Epoch: [23] [150/264] learning_rate: 0.000100 loss_class: 2.761115 loss_bbox: 0.160717 loss_giou: 0.272660 loss_mask: 0.475564 loss_dice: 0.514560 loss_class_aux: 17.891097 loss_bbox_aux: 1.097824 loss_giou_aux: 1.706745 loss_mask_aux: 2.883355 loss_dice_aux: 3.107560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.511753 eta: 8:36:38 batch_cost: 0.6036 data_cost: 0.0022 ips: 13.2537 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:10] ppdet.engine.callbacks INFO: Epoch: [23] [160/264] learning_rate: 0.000100 loss_class: 2.603581 loss_bbox: 0.159196 loss_giou: 0.263677 loss_mask: 0.420404 loss_dice: 0.466080 loss_class_aux: 16.407694 loss_bbox_aux: 1.039761 loss_giou_aux: 1.645086 loss_mask_aux: 2.568193 loss_dice_aux: 2.855421 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.365799 eta: 8:36:26 batch_cost: 0.6016 data_cost: 0.0020 ips: 13.2968 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:16] ppdet.engine.callbacks INFO: Epoch: [23] [170/264] learning_rate: 0.000100 loss_class: 2.756622 loss_bbox: 0.192037 loss_giou: 0.250601 loss_mask: 0.530368 loss_dice: 0.543122 loss_class_aux: 17.107765 loss_bbox_aux: 1.309483 loss_giou_aux: 1.641303 loss_mask_aux: 3.225213 loss_dice_aux: 3.250380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.732679 eta: 8:36:14 batch_cost: 0.5864 data_cost: 0.0021 ips: 13.6418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:22] ppdet.engine.callbacks INFO: Epoch: [23] [180/264] learning_rate: 0.000100 loss_class: 2.559056 loss_bbox: 0.198343 loss_giou: 0.264966 loss_mask: 0.538103 loss_dice: 0.512090 loss_class_aux: 15.925544 loss_bbox_aux: 1.305497 loss_giou_aux: 1.672469 loss_mask_aux: 3.278361 loss_dice_aux: 3.061455 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.510273 eta: 8:36:01 batch_cost: 0.5861 data_cost: 0.0020 ips: 13.6500 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:29] ppdet.engine.callbacks INFO: Epoch: [23] [190/264] learning_rate: 0.000100 loss_class: 2.828546 loss_bbox: 0.191445 loss_giou: 0.260470 loss_mask: 0.560847 loss_dice: 0.503442 loss_class_aux: 18.113333 loss_bbox_aux: 1.219010 loss_giou_aux: 1.641842 loss_mask_aux: 3.454434 loss_dice_aux: 3.035753 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.112766 eta: 8:35:52 batch_cost: 0.6295 data_cost: 0.0022 ips: 12.7078 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:35] ppdet.engine.callbacks INFO: Epoch: [23] [200/264] learning_rate: 0.000100 loss_class: 2.650133 loss_bbox: 0.200594 loss_giou: 0.269183 loss_mask: 0.564665 loss_dice: 0.519407 loss_class_aux: 16.584087 loss_bbox_aux: 1.249516 loss_giou_aux: 1.710163 loss_mask_aux: 3.645170 loss_dice_aux: 3.169376 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.067040 eta: 8:35:42 batch_cost: 0.6263 data_cost: 0.0021 ips: 12.7739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:42] ppdet.engine.callbacks INFO: Epoch: [23] [210/264] learning_rate: 0.000100 loss_class: 3.013581 loss_bbox: 0.168604 loss_giou: 0.243286 loss_mask: 0.444371 loss_dice: 0.501716 loss_class_aux: 18.691287 loss_bbox_aux: 1.110319 loss_giou_aux: 1.571438 loss_mask_aux: 2.831287 loss_dice_aux: 3.050737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.711794 eta: 8:35:32 batch_cost: 0.6151 data_cost: 0.0021 ips: 13.0062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:48] ppdet.engine.callbacks INFO: Epoch: [23] [220/264] learning_rate: 0.000100 loss_class: 2.634444 loss_bbox: 0.163224 loss_giou: 0.252126 loss_mask: 0.409479 loss_dice: 0.530454 loss_class_aux: 16.869655 loss_bbox_aux: 1.074991 loss_giou_aux: 1.571114 loss_mask_aux: 2.544237 loss_dice_aux: 3.212051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.902480 eta: 8:35:19 batch_cost: 0.5742 data_cost: 0.0018 ips: 13.9327 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:53] ppdet.engine.callbacks INFO: Epoch: [23] [230/264] learning_rate: 0.000100 loss_class: 3.119332 loss_bbox: 0.186303 loss_giou: 0.260832 loss_mask: 0.465705 loss_dice: 0.491876 loss_class_aux: 19.462103 loss_bbox_aux: 1.235315 loss_giou_aux: 1.650948 loss_mask_aux: 2.893553 loss_dice_aux: 3.011623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.453342 eta: 8:35:03 batch_cost: 0.5407 data_cost: 0.0016 ips: 14.7947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:10:59] ppdet.engine.callbacks INFO: Epoch: [23] [240/264] learning_rate: 0.000100 loss_class: 2.978615 loss_bbox: 0.194828 loss_giou: 0.234824 loss_mask: 0.506295 loss_dice: 0.508850 loss_class_aux: 18.717529 loss_bbox_aux: 1.229141 loss_giou_aux: 1.496856 loss_mask_aux: 3.030531 loss_dice_aux: 2.956807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.211903 eta: 8:34:48 batch_cost: 0.5522 data_cost: 0.0014 ips: 14.4869 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:11:05] ppdet.engine.callbacks INFO: Epoch: [23] [250/264] learning_rate: 0.000100 loss_class: 2.637168 loss_bbox: 0.149680 loss_giou: 0.245958 loss_mask: 0.414390 loss_dice: 0.491259 loss_class_aux: 16.527924 loss_bbox_aux: 0.988910 loss_giou_aux: 1.553591 loss_mask_aux: 2.438568 loss_dice_aux: 2.920153 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.752572 loss: 29.943071 eta: 8:34:33 batch_cost: 0.5516 data_cost: 0.0014 ips: 14.5044 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:11:11] ppdet.engine.callbacks INFO: Epoch: [23] [260/264] learning_rate: 0.000100 loss_class: 2.690566 loss_bbox: 0.193531 loss_giou: 0.258332 loss_mask: 0.525661 loss_dice: 0.557529 loss_class_aux: 17.714728 loss_bbox_aux: 1.267468 loss_giou_aux: 1.654103 loss_mask_aux: 3.305733 loss_dice_aux: 3.305306 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.673495 loss: 32.963289 eta: 8:34:19 batch_cost: 0.5672 data_cost: 0.0014 ips: 14.1041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:11:31] ppdet.engine.callbacks INFO: Epoch: [24] [  0/264] learning_rate: 0.000100 loss_class: 2.601653 loss_bbox: 0.185139 loss_giou: 0.249522 loss_mask: 0.469142 loss_dice: 0.504916 loss_class_aux: 16.597111 loss_bbox_aux: 1.196943 loss_giou_aux: 1.586056 loss_mask_aux: 2.953577 loss_dice_aux: 3.092582 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.513002 loss: 30.800221 eta: 8:35:30 batch_cost: 1.6287 data_cost: 0.9809 ips: 4.9118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:11:42] ppdet.engine.callbacks INFO: Epoch: [24] [ 10/264] learning_rate: 0.000100 loss_class: 2.820674 loss_bbox: 0.197214 loss_giou: 0.225598 loss_mask: 0.590708 loss_dice: 0.512692 loss_class_aux: 18.184050 loss_bbox_aux: 1.294870 loss_giou_aux: 1.463867 loss_mask_aux: 3.600121 loss_dice_aux: 3.161863 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.855152 eta: 8:35:49 batch_cost: 1.0108 data_cost: 0.0106 ips: 7.9149 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:11:49] ppdet.engine.callbacks INFO: Epoch: [24] [ 20/264] learning_rate: 0.000100 loss_class: 2.803086 loss_bbox: 0.176762 loss_giou: 0.230609 loss_mask: 0.479964 loss_dice: 0.484788 loss_class_aux: 16.975633 loss_bbox_aux: 1.210710 loss_giou_aux: 1.535542 loss_mask_aux: 3.014195 loss_dice_aux: 3.106107 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.500562 eta: 8:35:44 batch_cost: 0.6891 data_cost: 0.0027 ips: 11.6100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:11:56] ppdet.engine.callbacks INFO: Epoch: [24] [ 30/264] learning_rate: 0.000100 loss_class: 2.730712 loss_bbox: 0.200452 loss_giou: 0.266231 loss_mask: 0.560814 loss_dice: 0.551814 loss_class_aux: 17.381897 loss_bbox_aux: 1.362213 loss_giou_aux: 1.749798 loss_mask_aux: 3.501372 loss_dice_aux: 3.428648 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.389568 eta: 8:35:36 batch_cost: 0.6553 data_cost: 0.0026 ips: 12.2085 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:02] ppdet.engine.callbacks INFO: Epoch: [24] [ 40/264] learning_rate: 0.000100 loss_class: 2.718043 loss_bbox: 0.174507 loss_giou: 0.262909 loss_mask: 0.473270 loss_dice: 0.479372 loss_class_aux: 17.120974 loss_bbox_aux: 1.175789 loss_giou_aux: 1.658835 loss_mask_aux: 2.897880 loss_dice_aux: 2.935776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.095198 loss: 30.742664 eta: 8:35:22 batch_cost: 0.5618 data_cost: 0.0019 ips: 14.2408 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:09] ppdet.engine.callbacks INFO: Epoch: [24] [ 50/264] learning_rate: 0.000100 loss_class: 2.807190 loss_bbox: 0.194315 loss_giou: 0.248396 loss_mask: 0.582306 loss_dice: 0.506746 loss_class_aux: 17.443274 loss_bbox_aux: 1.263639 loss_giou_aux: 1.608566 loss_mask_aux: 3.505654 loss_dice_aux: 3.114769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.136667 eta: 8:35:14 batch_cost: 0.6486 data_cost: 0.0021 ips: 12.3343 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:15] ppdet.engine.callbacks INFO: Epoch: [24] [ 60/264] learning_rate: 0.000100 loss_class: 2.624819 loss_bbox: 0.173459 loss_giou: 0.252799 loss_mask: 0.450963 loss_dice: 0.500670 loss_class_aux: 16.115168 loss_bbox_aux: 1.164697 loss_giou_aux: 1.606673 loss_mask_aux: 2.765243 loss_dice_aux: 3.017386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.335304 eta: 8:35:02 batch_cost: 0.5887 data_cost: 0.0018 ips: 13.5885 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:21] ppdet.engine.callbacks INFO: Epoch: [24] [ 70/264] learning_rate: 0.000100 loss_class: 2.663757 loss_bbox: 0.190818 loss_giou: 0.226341 loss_mask: 0.519288 loss_dice: 0.477187 loss_class_aux: 16.582201 loss_bbox_aux: 1.282223 loss_giou_aux: 1.424148 loss_mask_aux: 3.091770 loss_dice_aux: 2.912742 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.276115 eta: 8:34:51 batch_cost: 0.6050 data_cost: 0.0018 ips: 13.2222 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:27] ppdet.engine.callbacks INFO: Epoch: [24] [ 80/264] learning_rate: 0.000100 loss_class: 2.960055 loss_bbox: 0.166190 loss_giou: 0.229623 loss_mask: 0.512280 loss_dice: 0.472980 loss_class_aux: 18.458864 loss_bbox_aux: 1.159110 loss_giou_aux: 1.527872 loss_mask_aux: 3.093825 loss_dice_aux: 2.975779 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.892106 loss: 33.063900 eta: 8:34:38 batch_cost: 0.5844 data_cost: 0.0022 ips: 13.6895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:33] ppdet.engine.callbacks INFO: Epoch: [24] [ 90/264] learning_rate: 0.000100 loss_class: 2.940218 loss_bbox: 0.238019 loss_giou: 0.281310 loss_mask: 0.652050 loss_dice: 0.553742 loss_class_aux: 18.618752 loss_bbox_aux: 1.597816 loss_giou_aux: 1.795143 loss_mask_aux: 4.047502 loss_dice_aux: 3.528399 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.421478 loss: 35.317566 eta: 8:34:22 batch_cost: 0.5368 data_cost: 0.0023 ips: 14.9027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:40] ppdet.engine.callbacks INFO: Epoch: [24] [100/264] learning_rate: 0.000100 loss_class: 3.059064 loss_bbox: 0.185474 loss_giou: 0.257465 loss_mask: 0.504850 loss_dice: 0.518379 loss_class_aux: 19.028990 loss_bbox_aux: 1.253071 loss_giou_aux: 1.638999 loss_mask_aux: 3.117963 loss_dice_aux: 3.168978 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.372643 loss: 33.388259 eta: 8:34:12 batch_cost: 0.6189 data_cost: 0.0026 ips: 12.9262 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:45] ppdet.engine.callbacks INFO: Epoch: [24] [110/264] learning_rate: 0.000100 loss_class: 2.817241 loss_bbox: 0.183351 loss_giou: 0.264568 loss_mask: 0.459887 loss_dice: 0.536806 loss_class_aux: 17.510669 loss_bbox_aux: 1.191384 loss_giou_aux: 1.668320 loss_mask_aux: 2.922304 loss_dice_aux: 3.252237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.488508 loss: 34.654291 eta: 8:33:57 batch_cost: 0.5450 data_cost: 0.0020 ips: 14.6781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:52] ppdet.engine.callbacks INFO: Epoch: [24] [120/264] learning_rate: 0.000100 loss_class: 2.849879 loss_bbox: 0.196205 loss_giou: 0.242309 loss_mask: 0.493376 loss_dice: 0.502746 loss_class_aux: 18.235535 loss_bbox_aux: 1.244761 loss_giou_aux: 1.521081 loss_mask_aux: 3.050018 loss_dice_aux: 3.014998 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.368937 eta: 8:33:45 batch_cost: 0.5986 data_cost: 0.0019 ips: 13.3655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:12:59] ppdet.engine.callbacks INFO: Epoch: [24] [130/264] learning_rate: 0.000100 loss_class: 2.505969 loss_bbox: 0.183723 loss_giou: 0.252406 loss_mask: 0.542525 loss_dice: 0.516426 loss_class_aux: 15.844513 loss_bbox_aux: 1.217270 loss_giou_aux: 1.599599 loss_mask_aux: 3.236964 loss_dice_aux: 3.132127 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.490788 eta: 8:33:38 batch_cost: 0.6493 data_cost: 0.0025 ips: 12.3205 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:05] ppdet.engine.callbacks INFO: Epoch: [24] [140/264] learning_rate: 0.000100 loss_class: 2.443245 loss_bbox: 0.183770 loss_giou: 0.241487 loss_mask: 0.529669 loss_dice: 0.513809 loss_class_aux: 15.521762 loss_bbox_aux: 1.231045 loss_giou_aux: 1.586870 loss_mask_aux: 3.255449 loss_dice_aux: 3.142724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.347686 eta: 8:33:25 batch_cost: 0.5875 data_cost: 0.0019 ips: 13.6175 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:11] ppdet.engine.callbacks INFO: Epoch: [24] [150/264] learning_rate: 0.000100 loss_class: 2.793781 loss_bbox: 0.249870 loss_giou: 0.249074 loss_mask: 0.686500 loss_dice: 0.555595 loss_class_aux: 18.093335 loss_bbox_aux: 1.508549 loss_giou_aux: 1.537091 loss_mask_aux: 4.044826 loss_dice_aux: 3.311940 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.981779 eta: 8:33:16 batch_cost: 0.6224 data_cost: 0.0022 ips: 12.8528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:17] ppdet.engine.callbacks INFO: Epoch: [24] [160/264] learning_rate: 0.000100 loss_class: 2.578547 loss_bbox: 0.188592 loss_giou: 0.250112 loss_mask: 0.440855 loss_dice: 0.516105 loss_class_aux: 16.168591 loss_bbox_aux: 1.244420 loss_giou_aux: 1.643153 loss_mask_aux: 2.700010 loss_dice_aux: 3.162287 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546044 loss: 31.508438 eta: 8:33:02 batch_cost: 0.5618 data_cost: 0.0023 ips: 14.2404 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:23] ppdet.engine.callbacks INFO: Epoch: [24] [170/264] learning_rate: 0.000100 loss_class: 2.398405 loss_bbox: 0.160596 loss_giou: 0.239434 loss_mask: 0.394659 loss_dice: 0.523163 loss_class_aux: 15.309543 loss_bbox_aux: 1.064492 loss_giou_aux: 1.580693 loss_mask_aux: 2.442248 loss_dice_aux: 3.179000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.523600 eta: 8:32:52 batch_cost: 0.6200 data_cost: 0.0028 ips: 12.9037 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:30] ppdet.engine.callbacks INFO: Epoch: [24] [180/264] learning_rate: 0.000100 loss_class: 2.650649 loss_bbox: 0.174565 loss_giou: 0.251766 loss_mask: 0.431619 loss_dice: 0.487499 loss_class_aux: 16.462276 loss_bbox_aux: 1.116633 loss_giou_aux: 1.596886 loss_mask_aux: 2.636729 loss_dice_aux: 2.993544 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.926398 eta: 8:32:41 batch_cost: 0.6115 data_cost: 0.0027 ips: 13.0830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:36] ppdet.engine.callbacks INFO: Epoch: [24] [190/264] learning_rate: 0.000100 loss_class: 3.017581 loss_bbox: 0.212820 loss_giou: 0.240277 loss_mask: 0.545717 loss_dice: 0.518780 loss_class_aux: 18.667441 loss_bbox_aux: 1.363142 loss_giou_aux: 1.558972 loss_mask_aux: 3.262558 loss_dice_aux: 3.128769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.023911 eta: 8:32:30 batch_cost: 0.5925 data_cost: 0.0020 ips: 13.5026 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:42] ppdet.engine.callbacks INFO: Epoch: [24] [200/264] learning_rate: 0.000100 loss_class: 2.710531 loss_bbox: 0.203591 loss_giou: 0.257304 loss_mask: 0.578316 loss_dice: 0.517675 loss_class_aux: 17.108157 loss_bbox_aux: 1.354415 loss_giou_aux: 1.683084 loss_mask_aux: 3.616130 loss_dice_aux: 3.285390 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.508375 eta: 8:32:17 batch_cost: 0.5734 data_cost: 0.0019 ips: 13.9510 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:45] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:13:45] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:13:48] ppdet.engine.callbacks INFO: Epoch: [24] [210/264] learning_rate: 0.000100 loss_class: 2.689816 loss_bbox: 0.163413 loss_giou: 0.216594 loss_mask: 0.439267 loss_dice: 0.475751 loss_class_aux: 17.703840 loss_bbox_aux: 1.128526 loss_giou_aux: 1.485059 loss_mask_aux: 2.790247 loss_dice_aux: 2.967580 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.622121 loss: 31.132769 eta: 8:32:03 batch_cost: 0.5592 data_cost: 0.0020 ips: 14.3066 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:13:54] ppdet.engine.callbacks INFO: Epoch: [24] [220/264] learning_rate: 0.000100 loss_class: 2.362877 loss_bbox: 0.192030 loss_giou: 0.233814 loss_mask: 0.556157 loss_dice: 0.497597 loss_class_aux: 15.341669 loss_bbox_aux: 1.309049 loss_giou_aux: 1.540511 loss_mask_aux: 3.298352 loss_dice_aux: 3.060252 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.353088 eta: 8:31:48 batch_cost: 0.5575 data_cost: 0.0021 ips: 14.3507 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:14:00] ppdet.engine.callbacks INFO: Epoch: [24] [230/264] learning_rate: 0.000100 loss_class: 3.122025 loss_bbox: 0.207532 loss_giou: 0.265829 loss_mask: 0.598094 loss_dice: 0.517259 loss_class_aux: 19.475671 loss_bbox_aux: 1.384894 loss_giou_aux: 1.686714 loss_mask_aux: 3.860548 loss_dice_aux: 3.249143 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.969135 eta: 8:31:36 batch_cost: 0.5814 data_cost: 0.0018 ips: 13.7597 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:14:06] ppdet.engine.callbacks INFO: Epoch: [24] [240/264] learning_rate: 0.000100 loss_class: 2.781247 loss_bbox: 0.211283 loss_giou: 0.289623 loss_mask: 0.523596 loss_dice: 0.563783 loss_class_aux: 17.604782 loss_bbox_aux: 1.318885 loss_giou_aux: 1.859961 loss_mask_aux: 3.244177 loss_dice_aux: 3.515724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.052544 eta: 8:31:23 batch_cost: 0.5753 data_cost: 0.0015 ips: 13.9053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:14:12] ppdet.engine.callbacks INFO: Epoch: [24] [250/264] learning_rate: 0.000100 loss_class: 2.823155 loss_bbox: 0.155284 loss_giou: 0.224652 loss_mask: 0.517494 loss_dice: 0.519648 loss_class_aux: 17.360502 loss_bbox_aux: 1.072954 loss_giou_aux: 1.446399 loss_mask_aux: 3.339504 loss_dice_aux: 2.991642 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.290304 eta: 8:31:10 batch_cost: 0.5775 data_cost: 0.0015 ips: 13.8537 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:14:18] ppdet.engine.callbacks INFO: Epoch: [24] [260/264] learning_rate: 0.000100 loss_class: 2.859345 loss_bbox: 0.201450 loss_giou: 0.268337 loss_mask: 0.541832 loss_dice: 0.562283 loss_class_aux: 18.608084 loss_bbox_aux: 1.333456 loss_giou_aux: 1.693081 loss_mask_aux: 3.253555 loss_dice_aux: 3.443807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.539469 loss: 32.990232 eta: 8:30:57 batch_cost: 0.5744 data_cost: 0.0015 ips: 13.9267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:14:28] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/24
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:14:34] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/24/inference/inference.yml
[05/13 20:14:34] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 20:14:34] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/24/inference
[05/13 20:14:36] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 20:14:43] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 20:14:51] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 20:14:54] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:14:54] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.61s).
Accumulating evaluation results...
DONE (t=0.24s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.540
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.764
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.644
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.540
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.383
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.716
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.756
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756
[05/13 20:14:56] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 12.423856160582188
[05/13 20:14:56] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 20:14:56] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/24
[05/13 20:14:56] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 20:14:56] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 20:14:59] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:15:05] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 20:15:05] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 20:15:05] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 20:15:17] ppdet.engine.callbacks INFO: Epoch: [25] [  0/264] learning_rate: 0.000100 loss_class: 2.708163 loss_bbox: 0.192548 loss_giou: 0.251416 loss_mask: 0.556890 loss_dice: 0.518785 loss_class_aux: 17.432939 loss_bbox_aux: 1.340344 loss_giou_aux: 1.614018 loss_mask_aux: 3.540116 loss_dice_aux: 3.182355 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.539469 loss: 31.648564 eta: 8:32:04 batch_cost: 1.5948 data_cost: 0.9577 ips: 5.0163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:15:28] ppdet.engine.callbacks INFO: Epoch: [25] [ 10/264] learning_rate: 0.000100 loss_class: 2.453482 loss_bbox: 0.169445 loss_giou: 0.237755 loss_mask: 0.538559 loss_dice: 0.477374 loss_class_aux: 15.488688 loss_bbox_aux: 1.147118 loss_giou_aux: 1.590125 loss_mask_aux: 3.312172 loss_dice_aux: 2.896017 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.906332 loss: 28.382973 eta: 8:32:24 batch_cost: 1.0474 data_cost: 0.0056 ips: 7.6381 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:15:36] ppdet.engine.callbacks INFO: Epoch: [25] [ 20/264] learning_rate: 0.000100 loss_class: 2.830028 loss_bbox: 0.199625 loss_giou: 0.249539 loss_mask: 0.557687 loss_dice: 0.532291 loss_class_aux: 17.557269 loss_bbox_aux: 1.305090 loss_giou_aux: 1.570333 loss_mask_aux: 3.393935 loss_dice_aux: 3.230996 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.965074 loss: 31.930885 eta: 8:32:25 batch_cost: 0.7883 data_cost: 0.0054 ips: 10.1480 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:15:43] ppdet.engine.callbacks INFO: Epoch: [25] [ 30/264] learning_rate: 0.000100 loss_class: 2.680080 loss_bbox: 0.170204 loss_giou: 0.245868 loss_mask: 0.482622 loss_dice: 0.473655 loss_class_aux: 16.737510 loss_bbox_aux: 1.150966 loss_giou_aux: 1.567246 loss_mask_aux: 2.970899 loss_dice_aux: 2.970436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.105040 loss: 31.382017 eta: 8:32:21 batch_cost: 0.6913 data_cost: 0.0027 ips: 11.5718 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:15:49] ppdet.engine.callbacks INFO: Epoch: [25] [ 40/264] learning_rate: 0.000100 loss_class: 2.568567 loss_bbox: 0.186282 loss_giou: 0.230579 loss_mask: 0.537541 loss_dice: 0.508706 loss_class_aux: 16.288170 loss_bbox_aux: 1.214570 loss_giou_aux: 1.543256 loss_mask_aux: 3.305620 loss_dice_aux: 3.082342 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.901443 eta: 8:32:08 batch_cost: 0.5758 data_cost: 0.0027 ips: 13.8934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:15:56] ppdet.engine.callbacks INFO: Epoch: [25] [ 50/264] learning_rate: 0.000100 loss_class: 2.562765 loss_bbox: 0.152210 loss_giou: 0.219041 loss_mask: 0.435015 loss_dice: 0.491094 loss_class_aux: 16.018564 loss_bbox_aux: 1.053955 loss_giou_aux: 1.427622 loss_mask_aux: 2.647672 loss_dice_aux: 2.901498 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.437401 eta: 8:31:58 batch_cost: 0.6289 data_cost: 0.0032 ips: 12.7208 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:02] ppdet.engine.callbacks INFO: Epoch: [25] [ 60/264] learning_rate: 0.000100 loss_class: 2.464193 loss_bbox: 0.169187 loss_giou: 0.236944 loss_mask: 0.455843 loss_dice: 0.446155 loss_class_aux: 15.844726 loss_bbox_aux: 1.190535 loss_giou_aux: 1.524887 loss_mask_aux: 2.895678 loss_dice_aux: 2.764981 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.294048 eta: 8:31:47 batch_cost: 0.5951 data_cost: 0.0022 ips: 13.4431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:09] ppdet.engine.callbacks INFO: Epoch: [25] [ 70/264] learning_rate: 0.000100 loss_class: 2.536120 loss_bbox: 0.166414 loss_giou: 0.237212 loss_mask: 0.473548 loss_dice: 0.463407 loss_class_aux: 16.105504 loss_bbox_aux: 1.183304 loss_giou_aux: 1.570682 loss_mask_aux: 2.964001 loss_dice_aux: 2.893001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.996163 eta: 8:31:38 batch_cost: 0.6367 data_cost: 0.0020 ips: 12.5655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:15] ppdet.engine.callbacks INFO: Epoch: [25] [ 80/264] learning_rate: 0.000100 loss_class: 2.503559 loss_bbox: 0.199837 loss_giou: 0.247863 loss_mask: 0.541224 loss_dice: 0.509915 loss_class_aux: 16.134085 loss_bbox_aux: 1.249087 loss_giou_aux: 1.582182 loss_mask_aux: 3.196771 loss_dice_aux: 3.091947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.090622 eta: 8:31:26 batch_cost: 0.5865 data_cost: 0.0020 ips: 13.6394 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:22] ppdet.engine.callbacks INFO: Epoch: [25] [ 90/264] learning_rate: 0.000100 loss_class: 2.797505 loss_bbox: 0.214916 loss_giou: 0.275332 loss_mask: 0.530234 loss_dice: 0.542718 loss_class_aux: 16.785627 loss_bbox_aux: 1.358570 loss_giou_aux: 1.751858 loss_mask_aux: 3.140956 loss_dice_aux: 3.285540 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.501774 loss: 32.144197 eta: 8:31:16 batch_cost: 0.6159 data_cost: 0.0041 ips: 12.9891 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:28] ppdet.engine.callbacks INFO: Epoch: [25] [100/264] learning_rate: 0.000100 loss_class: 2.801409 loss_bbox: 0.176523 loss_giou: 0.261215 loss_mask: 0.448971 loss_dice: 0.521220 loss_class_aux: 18.053989 loss_bbox_aux: 1.195822 loss_giou_aux: 1.673080 loss_mask_aux: 2.808973 loss_dice_aux: 3.142571 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.041437 loss: 32.412882 eta: 8:31:03 batch_cost: 0.5689 data_cost: 0.0020 ips: 14.0626 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:34] ppdet.engine.callbacks INFO: Epoch: [25] [110/264] learning_rate: 0.000100 loss_class: 2.894701 loss_bbox: 0.212976 loss_giou: 0.280717 loss_mask: 0.598297 loss_dice: 0.527953 loss_class_aux: 17.838677 loss_bbox_aux: 1.365349 loss_giou_aux: 1.752524 loss_mask_aux: 3.650973 loss_dice_aux: 3.246676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.661031 eta: 8:30:54 batch_cost: 0.6377 data_cost: 0.0024 ips: 12.5446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:41] ppdet.engine.callbacks INFO: Epoch: [25] [120/264] learning_rate: 0.000100 loss_class: 2.817685 loss_bbox: 0.194793 loss_giou: 0.263300 loss_mask: 0.569110 loss_dice: 0.489220 loss_class_aux: 17.719178 loss_bbox_aux: 1.221632 loss_giou_aux: 1.655326 loss_mask_aux: 3.333859 loss_dice_aux: 2.998643 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.842659 loss: 31.733545 eta: 8:30:42 batch_cost: 0.5888 data_cost: 0.0022 ips: 13.5863 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:44] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:16:44] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:16:46] ppdet.engine.callbacks INFO: Epoch: [25] [130/264] learning_rate: 0.000100 loss_class: 2.687253 loss_bbox: 0.199772 loss_giou: 0.257267 loss_mask: 0.632069 loss_dice: 0.512710 loss_class_aux: 17.009776 loss_bbox_aux: 1.300682 loss_giou_aux: 1.693766 loss_mask_aux: 3.852162 loss_dice_aux: 3.116151 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.506009 eta: 8:30:28 batch_cost: 0.5571 data_cost: 0.0021 ips: 14.3602 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:52] ppdet.engine.callbacks INFO: Epoch: [25] [140/264] learning_rate: 0.000100 loss_class: 2.471105 loss_bbox: 0.169862 loss_giou: 0.234347 loss_mask: 0.441794 loss_dice: 0.484965 loss_class_aux: 15.625762 loss_bbox_aux: 1.104436 loss_giou_aux: 1.506469 loss_mask_aux: 2.639113 loss_dice_aux: 2.888000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.830560 loss: 28.315103 eta: 8:30:14 batch_cost: 0.5553 data_cost: 0.0019 ips: 14.4054 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:16:59] ppdet.engine.callbacks INFO: Epoch: [25] [150/264] learning_rate: 0.000100 loss_class: 2.777063 loss_bbox: 0.205217 loss_giou: 0.270169 loss_mask: 0.609993 loss_dice: 0.563418 loss_class_aux: 18.008110 loss_bbox_aux: 1.390884 loss_giou_aux: 1.702201 loss_mask_aux: 3.638905 loss_dice_aux: 3.381010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.507326 loss: 32.666955 eta: 8:30:08 batch_cost: 0.6751 data_cost: 0.0025 ips: 11.8493 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:06] ppdet.engine.callbacks INFO: Epoch: [25] [160/264] learning_rate: 0.000100 loss_class: 2.951000 loss_bbox: 0.177936 loss_giou: 0.251487 loss_mask: 0.482517 loss_dice: 0.486894 loss_class_aux: 18.081552 loss_bbox_aux: 1.203157 loss_giou_aux: 1.648256 loss_mask_aux: 3.312523 loss_dice_aux: 2.958570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.499958 eta: 8:29:58 batch_cost: 0.6131 data_cost: 0.0020 ips: 13.0483 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:12] ppdet.engine.callbacks INFO: Epoch: [25] [170/264] learning_rate: 0.000100 loss_class: 2.581686 loss_bbox: 0.179456 loss_giou: 0.234538 loss_mask: 0.463942 loss_dice: 0.486137 loss_class_aux: 16.170437 loss_bbox_aux: 1.165926 loss_giou_aux: 1.473664 loss_mask_aux: 2.823235 loss_dice_aux: 2.946602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.431138 eta: 8:29:45 batch_cost: 0.5729 data_cost: 0.0021 ips: 13.9630 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:19] ppdet.engine.callbacks INFO: Epoch: [25] [180/264] learning_rate: 0.000100 loss_class: 2.524365 loss_bbox: 0.172291 loss_giou: 0.240972 loss_mask: 0.432473 loss_dice: 0.473307 loss_class_aux: 15.794994 loss_bbox_aux: 1.087813 loss_giou_aux: 1.502652 loss_mask_aux: 2.560505 loss_dice_aux: 2.950085 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.621587 loss: 29.601687 eta: 8:29:40 batch_cost: 0.6788 data_cost: 0.0030 ips: 11.7847 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:25] ppdet.engine.callbacks INFO: Epoch: [25] [190/264] learning_rate: 0.000100 loss_class: 2.488123 loss_bbox: 0.195730 loss_giou: 0.265487 loss_mask: 0.540274 loss_dice: 0.516786 loss_class_aux: 15.829340 loss_bbox_aux: 1.311824 loss_giou_aux: 1.682451 loss_mask_aux: 3.327334 loss_dice_aux: 3.084694 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.573091 loss: 30.664892 eta: 8:29:30 batch_cost: 0.6169 data_cost: 0.0024 ips: 12.9686 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:31] ppdet.engine.callbacks INFO: Epoch: [25] [200/264] learning_rate: 0.000100 loss_class: 2.695679 loss_bbox: 0.192055 loss_giou: 0.230718 loss_mask: 0.597991 loss_dice: 0.512600 loss_class_aux: 16.834368 loss_bbox_aux: 1.264112 loss_giou_aux: 1.498049 loss_mask_aux: 3.571533 loss_dice_aux: 3.099948 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.476693 eta: 8:29:18 batch_cost: 0.5818 data_cost: 0.0030 ips: 13.7503 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:38] ppdet.engine.callbacks INFO: Epoch: [25] [210/264] learning_rate: 0.000100 loss_class: 2.785063 loss_bbox: 0.199481 loss_giou: 0.277342 loss_mask: 0.650399 loss_dice: 0.534208 loss_class_aux: 17.733164 loss_bbox_aux: 1.374040 loss_giou_aux: 1.748442 loss_mask_aux: 3.842747 loss_dice_aux: 3.294148 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.581686 eta: 8:29:05 batch_cost: 0.5834 data_cost: 0.0027 ips: 13.7125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:43] ppdet.engine.callbacks INFO: Epoch: [25] [220/264] learning_rate: 0.000100 loss_class: 2.589105 loss_bbox: 0.184576 loss_giou: 0.242768 loss_mask: 0.484515 loss_dice: 0.507776 loss_class_aux: 16.310233 loss_bbox_aux: 1.239989 loss_giou_aux: 1.588240 loss_mask_aux: 3.138919 loss_dice_aux: 3.134503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.680726 loss: 30.905600 eta: 8:28:51 batch_cost: 0.5534 data_cost: 0.0030 ips: 14.4561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:49] ppdet.engine.callbacks INFO: Epoch: [25] [230/264] learning_rate: 0.000100 loss_class: 2.558210 loss_bbox: 0.187849 loss_giou: 0.287454 loss_mask: 0.525391 loss_dice: 0.564172 loss_class_aux: 15.813148 loss_bbox_aux: 1.217769 loss_giou_aux: 1.784012 loss_mask_aux: 3.320416 loss_dice_aux: 3.379786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.746775 loss: 31.304254 eta: 8:28:38 batch_cost: 0.5641 data_cost: 0.0020 ips: 14.1830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:17:56] ppdet.engine.callbacks INFO: Epoch: [25] [240/264] learning_rate: 0.000100 loss_class: 2.758857 loss_bbox: 0.186983 loss_giou: 0.247122 loss_mask: 0.522628 loss_dice: 0.493934 loss_class_aux: 17.125178 loss_bbox_aux: 1.259169 loss_giou_aux: 1.548741 loss_mask_aux: 3.061042 loss_dice_aux: 2.913506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.590452 eta: 8:28:27 batch_cost: 0.5956 data_cost: 0.0021 ips: 13.4313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:18:01] ppdet.engine.callbacks INFO: Epoch: [25] [250/264] learning_rate: 0.000100 loss_class: 2.625731 loss_bbox: 0.205366 loss_giou: 0.269600 loss_mask: 0.475749 loss_dice: 0.537221 loss_class_aux: 16.556619 loss_bbox_aux: 1.265195 loss_giou_aux: 1.692708 loss_mask_aux: 2.910494 loss_dice_aux: 3.369857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.968986 eta: 8:28:13 batch_cost: 0.5531 data_cost: 0.0020 ips: 14.4650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:18:07] ppdet.engine.callbacks INFO: Epoch: [25] [260/264] learning_rate: 0.000100 loss_class: 2.580604 loss_bbox: 0.194662 loss_giou: 0.251206 loss_mask: 0.596837 loss_dice: 0.471774 loss_class_aux: 17.833687 loss_bbox_aux: 1.255223 loss_giou_aux: 1.565347 loss_mask_aux: 3.215349 loss_dice_aux: 2.923344 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.701260 eta: 8:27:59 batch_cost: 0.5645 data_cost: 0.0025 ips: 14.1724 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:18:29] ppdet.engine.callbacks INFO: Epoch: [26] [  0/264] learning_rate: 0.000100 loss_class: 2.511968 loss_bbox: 0.205901 loss_giou: 0.251353 loss_mask: 0.628218 loss_dice: 0.498921 loss_class_aux: 16.836475 loss_bbox_aux: 1.318791 loss_giou_aux: 1.605789 loss_mask_aux: 3.604490 loss_dice_aux: 3.037231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.111574 eta: 8:29:11 batch_cost: 1.7132 data_cost: 1.1031 ips: 4.6696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:18:40] ppdet.engine.callbacks INFO: Epoch: [26] [ 10/264] learning_rate: 0.000100 loss_class: 2.583587 loss_bbox: 0.173889 loss_giou: 0.258950 loss_mask: 0.534547 loss_dice: 0.541942 loss_class_aux: 16.866940 loss_bbox_aux: 1.159404 loss_giou_aux: 1.619945 loss_mask_aux: 3.155275 loss_dice_aux: 3.230479 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.025616 eta: 8:29:27 batch_cost: 1.0085 data_cost: 0.0363 ips: 7.9323 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:18:47] ppdet.engine.callbacks INFO: Epoch: [26] [ 20/264] learning_rate: 0.000100 loss_class: 2.585452 loss_bbox: 0.196928 loss_giou: 0.252234 loss_mask: 0.529571 loss_dice: 0.491992 loss_class_aux: 16.355343 loss_bbox_aux: 1.314078 loss_giou_aux: 1.626445 loss_mask_aux: 3.274795 loss_dice_aux: 2.928676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.590519 loss: 30.762456 eta: 8:29:20 batch_cost: 0.6577 data_cost: 0.0032 ips: 12.1645 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:00] ppdet.engine.callbacks INFO: Epoch: [26] [ 30/264] learning_rate: 0.000100 loss_class: 2.530367 loss_bbox: 0.204226 loss_giou: 0.265844 loss_mask: 0.586525 loss_dice: 0.570814 loss_class_aux: 16.627855 loss_bbox_aux: 1.334114 loss_giou_aux: 1.698202 loss_mask_aux: 3.487969 loss_dice_aux: 3.354439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.468312 eta: 8:29:52 batch_cost: 1.2530 data_cost: 0.0019 ips: 6.3848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:12] ppdet.engine.callbacks INFO: Epoch: [26] [ 40/264] learning_rate: 0.000100 loss_class: 2.687057 loss_bbox: 0.185035 loss_giou: 0.254617 loss_mask: 0.515020 loss_dice: 0.487641 loss_class_aux: 17.176906 loss_bbox_aux: 1.177432 loss_giou_aux: 1.592373 loss_mask_aux: 3.105946 loss_dice_aux: 2.955682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.005884 eta: 8:30:22 batch_cost: 1.2184 data_cost: 0.0015 ips: 6.5660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:19] ppdet.engine.callbacks INFO: Epoch: [26] [ 50/264] learning_rate: 0.000100 loss_class: 2.612885 loss_bbox: 0.203169 loss_giou: 0.273620 loss_mask: 0.500727 loss_dice: 0.510862 loss_class_aux: 16.427942 loss_bbox_aux: 1.345985 loss_giou_aux: 1.742689 loss_mask_aux: 2.928071 loss_dice_aux: 3.059162 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.153634 eta: 8:30:18 batch_cost: 0.6973 data_cost: 0.0018 ips: 11.4726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:25] ppdet.engine.callbacks INFO: Epoch: [26] [ 60/264] learning_rate: 0.000100 loss_class: 2.524305 loss_bbox: 0.190737 loss_giou: 0.259679 loss_mask: 0.464305 loss_dice: 0.486315 loss_class_aux: 16.039942 loss_bbox_aux: 1.213150 loss_giou_aux: 1.682643 loss_mask_aux: 3.045303 loss_dice_aux: 2.928637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.609016 eta: 8:30:05 batch_cost: 0.5764 data_cost: 0.0019 ips: 13.8791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:31] ppdet.engine.callbacks INFO: Epoch: [26] [ 70/264] learning_rate: 0.000100 loss_class: 2.598815 loss_bbox: 0.169232 loss_giou: 0.217593 loss_mask: 0.602728 loss_dice: 0.437598 loss_class_aux: 16.280516 loss_bbox_aux: 1.184287 loss_giou_aux: 1.420792 loss_mask_aux: 3.458919 loss_dice_aux: 2.679301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.940706 eta: 8:29:51 batch_cost: 0.5522 data_cost: 0.0020 ips: 14.4881 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:38] ppdet.engine.callbacks INFO: Epoch: [26] [ 80/264] learning_rate: 0.000100 loss_class: 2.755425 loss_bbox: 0.191658 loss_giou: 0.258534 loss_mask: 0.490689 loss_dice: 0.508359 loss_class_aux: 16.758203 loss_bbox_aux: 1.239079 loss_giou_aux: 1.683429 loss_mask_aux: 2.994533 loss_dice_aux: 3.055675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.292227 loss: 32.602032 eta: 8:29:41 batch_cost: 0.6122 data_cost: 0.0023 ips: 13.0677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:44] ppdet.engine.callbacks INFO: Epoch: [26] [ 90/264] learning_rate: 0.000100 loss_class: 2.754955 loss_bbox: 0.164278 loss_giou: 0.211139 loss_mask: 0.480559 loss_dice: 0.470965 loss_class_aux: 17.838353 loss_bbox_aux: 1.138947 loss_giou_aux: 1.389761 loss_mask_aux: 2.979126 loss_dice_aux: 2.839649 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583974 loss: 32.459823 eta: 8:29:29 batch_cost: 0.5985 data_cost: 0.0023 ips: 13.3662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:50] ppdet.engine.callbacks INFO: Epoch: [26] [100/264] learning_rate: 0.000100 loss_class: 2.579092 loss_bbox: 0.167331 loss_giou: 0.220919 loss_mask: 0.407759 loss_dice: 0.444084 loss_class_aux: 16.134422 loss_bbox_aux: 1.118362 loss_giou_aux: 1.429645 loss_mask_aux: 2.607167 loss_dice_aux: 2.723891 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.843498 eta: 8:29:20 batch_cost: 0.6273 data_cost: 0.0025 ips: 12.7541 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:19:57] ppdet.engine.callbacks INFO: Epoch: [26] [110/264] learning_rate: 0.000100 loss_class: 2.435952 loss_bbox: 0.150686 loss_giou: 0.245289 loss_mask: 0.417980 loss_dice: 0.447663 loss_class_aux: 16.139200 loss_bbox_aux: 1.038733 loss_giou_aux: 1.547823 loss_mask_aux: 2.540972 loss_dice_aux: 2.818493 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.902054 loss: 29.413806 eta: 8:29:08 batch_cost: 0.5794 data_cost: 0.0023 ips: 13.8075 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:03] ppdet.engine.callbacks INFO: Epoch: [26] [120/264] learning_rate: 0.000100 loss_class: 2.950951 loss_bbox: 0.225846 loss_giou: 0.255958 loss_mask: 0.635612 loss_dice: 0.506208 loss_class_aux: 18.567278 loss_bbox_aux: 1.518661 loss_giou_aux: 1.727924 loss_mask_aux: 3.779880 loss_dice_aux: 3.138786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.542276 loss: 33.895741 eta: 8:28:57 batch_cost: 0.6062 data_cost: 0.0022 ips: 13.1971 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:09] ppdet.engine.callbacks INFO: Epoch: [26] [130/264] learning_rate: 0.000100 loss_class: 2.560193 loss_bbox: 0.169331 loss_giou: 0.249996 loss_mask: 0.509261 loss_dice: 0.501127 loss_class_aux: 16.174457 loss_bbox_aux: 1.228084 loss_giou_aux: 1.613532 loss_mask_aux: 3.243706 loss_dice_aux: 3.078525 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.817090 eta: 8:28:46 batch_cost: 0.5956 data_cost: 0.0020 ips: 13.4311 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:15] ppdet.engine.callbacks INFO: Epoch: [26] [140/264] learning_rate: 0.000100 loss_class: 2.614630 loss_bbox: 0.174420 loss_giou: 0.254462 loss_mask: 0.430215 loss_dice: 0.487829 loss_class_aux: 17.219258 loss_bbox_aux: 1.204487 loss_giou_aux: 1.655378 loss_mask_aux: 2.694059 loss_dice_aux: 2.957768 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.845422 loss: 31.100585 eta: 8:28:34 batch_cost: 0.5859 data_cost: 0.0024 ips: 13.6544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:22] ppdet.engine.callbacks INFO: Epoch: [26] [150/264] learning_rate: 0.000100 loss_class: 2.973251 loss_bbox: 0.186475 loss_giou: 0.254288 loss_mask: 0.469275 loss_dice: 0.528735 loss_class_aux: 18.127353 loss_bbox_aux: 1.240256 loss_giou_aux: 1.695933 loss_mask_aux: 3.039485 loss_dice_aux: 3.116149 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.530703 loss: 34.822104 eta: 8:28:25 batch_cost: 0.6394 data_cost: 0.0024 ips: 12.5111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:29] ppdet.engine.callbacks INFO: Epoch: [26] [160/264] learning_rate: 0.000100 loss_class: 2.757271 loss_bbox: 0.180086 loss_giou: 0.240378 loss_mask: 0.595465 loss_dice: 0.509802 loss_class_aux: 17.374863 loss_bbox_aux: 1.251329 loss_giou_aux: 1.580449 loss_mask_aux: 3.646937 loss_dice_aux: 3.034275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.789154 loss: 32.238804 eta: 8:28:16 batch_cost: 0.6306 data_cost: 0.0028 ips: 12.6859 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:35] ppdet.engine.callbacks INFO: Epoch: [26] [170/264] learning_rate: 0.000100 loss_class: 2.426899 loss_bbox: 0.182664 loss_giou: 0.261811 loss_mask: 0.491774 loss_dice: 0.495189 loss_class_aux: 15.682303 loss_bbox_aux: 1.193902 loss_giou_aux: 1.629537 loss_mask_aux: 3.083334 loss_dice_aux: 3.140926 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.555289 loss: 28.730873 eta: 8:28:03 batch_cost: 0.5670 data_cost: 0.0026 ips: 14.1091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:41] ppdet.engine.callbacks INFO: Epoch: [26] [180/264] learning_rate: 0.000100 loss_class: 2.510888 loss_bbox: 0.191060 loss_giou: 0.239708 loss_mask: 0.534554 loss_dice: 0.514633 loss_class_aux: 15.897199 loss_bbox_aux: 1.191858 loss_giou_aux: 1.554500 loss_mask_aux: 3.107361 loss_dice_aux: 3.076792 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.719279 eta: 8:27:51 batch_cost: 0.5744 data_cost: 0.0020 ips: 13.9267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:47] ppdet.engine.callbacks INFO: Epoch: [26] [190/264] learning_rate: 0.000100 loss_class: 2.752397 loss_bbox: 0.189962 loss_giou: 0.279876 loss_mask: 0.528550 loss_dice: 0.545677 loss_class_aux: 17.638679 loss_bbox_aux: 1.266447 loss_giou_aux: 1.818652 loss_mask_aux: 3.149426 loss_dice_aux: 3.363670 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.883186 eta: 8:27:38 batch_cost: 0.5699 data_cost: 0.0022 ips: 14.0379 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:53] ppdet.engine.callbacks INFO: Epoch: [26] [200/264] learning_rate: 0.000100 loss_class: 2.692704 loss_bbox: 0.178324 loss_giou: 0.252014 loss_mask: 0.471852 loss_dice: 0.508592 loss_class_aux: 17.083070 loss_bbox_aux: 1.195790 loss_giou_aux: 1.594445 loss_mask_aux: 3.033265 loss_dice_aux: 3.016987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.984912 eta: 8:27:28 batch_cost: 0.6170 data_cost: 0.0022 ips: 12.9661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:20:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:20:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:20:59] ppdet.engine.callbacks INFO: Epoch: [26] [210/264] learning_rate: 0.000100 loss_class: 2.461633 loss_bbox: 0.178126 loss_giou: 0.287696 loss_mask: 0.490035 loss_dice: 0.516513 loss_class_aux: 16.473886 loss_bbox_aux: 1.245808 loss_giou_aux: 1.793943 loss_mask_aux: 2.768105 loss_dice_aux: 3.096134 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.611834 loss: 29.771223 eta: 8:27:14 batch_cost: 0.5464 data_cost: 0.0019 ips: 14.6418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:05] ppdet.engine.callbacks INFO: Epoch: [26] [220/264] learning_rate: 0.000100 loss_class: 3.008635 loss_bbox: 0.186796 loss_giou: 0.275151 loss_mask: 0.515729 loss_dice: 0.540261 loss_class_aux: 18.363570 loss_bbox_aux: 1.209714 loss_giou_aux: 1.717728 loss_mask_aux: 3.089983 loss_dice_aux: 3.231256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.782921 eta: 8:27:03 batch_cost: 0.6068 data_cost: 0.0019 ips: 13.1840 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:11] ppdet.engine.callbacks INFO: Epoch: [26] [230/264] learning_rate: 0.000100 loss_class: 2.788713 loss_bbox: 0.202569 loss_giou: 0.282607 loss_mask: 0.507212 loss_dice: 0.546441 loss_class_aux: 18.107612 loss_bbox_aux: 1.291203 loss_giou_aux: 1.764675 loss_mask_aux: 3.106404 loss_dice_aux: 3.202447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.550740 loss: 32.408978 eta: 8:26:50 batch_cost: 0.5668 data_cost: 0.0016 ips: 14.1146 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:17] ppdet.engine.callbacks INFO: Epoch: [26] [240/264] learning_rate: 0.000100 loss_class: 2.779471 loss_bbox: 0.208653 loss_giou: 0.251913 loss_mask: 0.635031 loss_dice: 0.521644 loss_class_aux: 17.421111 loss_bbox_aux: 1.358644 loss_giou_aux: 1.619947 loss_mask_aux: 3.895073 loss_dice_aux: 3.292970 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.943896 eta: 8:26:39 batch_cost: 0.6020 data_cost: 0.0015 ips: 13.2880 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:23] ppdet.engine.callbacks INFO: Epoch: [26] [250/264] learning_rate: 0.000100 loss_class: 2.640716 loss_bbox: 0.216697 loss_giou: 0.264367 loss_mask: 0.546893 loss_dice: 0.519830 loss_class_aux: 16.733369 loss_bbox_aux: 1.372814 loss_giou_aux: 1.653177 loss_mask_aux: 3.369552 loss_dice_aux: 3.102468 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.385259 eta: 8:26:26 batch_cost: 0.5570 data_cost: 0.0016 ips: 14.3637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:29] ppdet.engine.callbacks INFO: Epoch: [26] [260/264] learning_rate: 0.000100 loss_class: 2.696362 loss_bbox: 0.189369 loss_giou: 0.276468 loss_mask: 0.483066 loss_dice: 0.536067 loss_class_aux: 17.199991 loss_bbox_aux: 1.195612 loss_giou_aux: 1.719814 loss_mask_aux: 2.906689 loss_dice_aux: 3.235333 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.580209 loss: 33.960384 eta: 8:26:12 batch_cost: 0.5582 data_cost: 0.0015 ips: 14.3309 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:49] ppdet.engine.callbacks INFO: Epoch: [27] [  0/264] learning_rate: 0.000100 loss_class: 2.832528 loss_bbox: 0.180784 loss_giou: 0.256668 loss_mask: 0.560383 loss_dice: 0.527033 loss_class_aux: 17.345608 loss_bbox_aux: 1.187977 loss_giou_aux: 1.621684 loss_mask_aux: 3.287578 loss_dice_aux: 3.265018 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.589517 eta: 8:27:05 batch_cost: 1.4701 data_cost: 0.8771 ips: 5.4419 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:21:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:21:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:22:04] ppdet.engine.callbacks INFO: Epoch: [27] [ 10/264] learning_rate: 0.000100 loss_class: 2.685692 loss_bbox: 0.187752 loss_giou: 0.279029 loss_mask: 0.470942 loss_dice: 0.534212 loss_class_aux: 17.104653 loss_bbox_aux: 1.216093 loss_giou_aux: 1.752364 loss_mask_aux: 2.910601 loss_dice_aux: 3.236271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.751648 loss: 30.536051 eta: 8:27:53 batch_cost: 1.5157 data_cost: 0.7851 ips: 5.2781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:11] ppdet.engine.callbacks INFO: Epoch: [27] [ 20/264] learning_rate: 0.000100 loss_class: 2.839853 loss_bbox: 0.187273 loss_giou: 0.291314 loss_mask: 0.518021 loss_dice: 0.566122 loss_class_aux: 18.453263 loss_bbox_aux: 1.207505 loss_giou_aux: 1.846634 loss_mask_aux: 3.093523 loss_dice_aux: 3.429482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.798182 eta: 8:27:45 batch_cost: 0.6444 data_cost: 0.0027 ips: 12.4145 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:17] ppdet.engine.callbacks INFO: Epoch: [27] [ 30/264] learning_rate: 0.000100 loss_class: 2.625417 loss_bbox: 0.198983 loss_giou: 0.248547 loss_mask: 0.601846 loss_dice: 0.516423 loss_class_aux: 17.120990 loss_bbox_aux: 1.308556 loss_giou_aux: 1.611273 loss_mask_aux: 3.632310 loss_dice_aux: 3.190507 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.403505 loss: 32.359278 eta: 8:27:32 batch_cost: 0.5754 data_cost: 0.0020 ips: 13.9043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:24] ppdet.engine.callbacks INFO: Epoch: [27] [ 40/264] learning_rate: 0.000100 loss_class: 2.696145 loss_bbox: 0.170083 loss_giou: 0.247632 loss_mask: 0.399339 loss_dice: 0.515123 loss_class_aux: 16.346513 loss_bbox_aux: 1.118322 loss_giou_aux: 1.637002 loss_mask_aux: 2.596566 loss_dice_aux: 3.152849 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.753287 loss: 29.782910 eta: 8:27:21 batch_cost: 0.6030 data_cost: 0.0022 ips: 13.2667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:30] ppdet.engine.callbacks INFO: Epoch: [27] [ 50/264] learning_rate: 0.000100 loss_class: 2.579932 loss_bbox: 0.214180 loss_giou: 0.247732 loss_mask: 0.583348 loss_dice: 0.533947 loss_class_aux: 16.160486 loss_bbox_aux: 1.418238 loss_giou_aux: 1.587680 loss_mask_aux: 3.544379 loss_dice_aux: 3.199815 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.970366 eta: 8:27:13 batch_cost: 0.6372 data_cost: 0.0024 ips: 12.5550 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:36] ppdet.engine.callbacks INFO: Epoch: [27] [ 60/264] learning_rate: 0.000100 loss_class: 2.765908 loss_bbox: 0.190594 loss_giou: 0.269251 loss_mask: 0.499017 loss_dice: 0.521853 loss_class_aux: 17.473273 loss_bbox_aux: 1.299563 loss_giou_aux: 1.702886 loss_mask_aux: 3.168534 loss_dice_aux: 3.283178 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.629347 eta: 8:27:02 batch_cost: 0.5943 data_cost: 0.0020 ips: 13.4612 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:42] ppdet.engine.callbacks INFO: Epoch: [27] [ 70/264] learning_rate: 0.000100 loss_class: 2.849646 loss_bbox: 0.219289 loss_giou: 0.300602 loss_mask: 0.533507 loss_dice: 0.602660 loss_class_aux: 17.441683 loss_bbox_aux: 1.444697 loss_giou_aux: 1.897169 loss_mask_aux: 3.379031 loss_dice_aux: 3.741036 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.664638 loss: 33.939783 eta: 8:26:49 batch_cost: 0.5745 data_cost: 0.0022 ips: 13.9263 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:49] ppdet.engine.callbacks INFO: Epoch: [27] [ 80/264] learning_rate: 0.000100 loss_class: 2.562744 loss_bbox: 0.179797 loss_giou: 0.262812 loss_mask: 0.573112 loss_dice: 0.515986 loss_class_aux: 16.563065 loss_bbox_aux: 1.191970 loss_giou_aux: 1.717971 loss_mask_aux: 3.272361 loss_dice_aux: 3.169951 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568663 loss: 30.720480 eta: 8:26:38 batch_cost: 0.5934 data_cost: 0.0022 ips: 13.4816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:22:55] ppdet.engine.callbacks INFO: Epoch: [27] [ 90/264] learning_rate: 0.000100 loss_class: 2.702844 loss_bbox: 0.173766 loss_giou: 0.252424 loss_mask: 0.471498 loss_dice: 0.484092 loss_class_aux: 17.499047 loss_bbox_aux: 1.209438 loss_giou_aux: 1.605064 loss_mask_aux: 2.826523 loss_dice_aux: 2.940838 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.937636 eta: 8:26:28 batch_cost: 0.6215 data_cost: 0.0028 ips: 12.8717 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:01] ppdet.engine.callbacks INFO: Epoch: [27] [100/264] learning_rate: 0.000100 loss_class: 2.493455 loss_bbox: 0.174291 loss_giou: 0.230715 loss_mask: 0.435711 loss_dice: 0.460245 loss_class_aux: 15.527516 loss_bbox_aux: 1.107365 loss_giou_aux: 1.479348 loss_mask_aux: 2.684393 loss_dice_aux: 2.823849 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.907083 loss: 28.994430 eta: 8:26:17 batch_cost: 0.5890 data_cost: 0.0021 ips: 13.5816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:08] ppdet.engine.callbacks INFO: Epoch: [27] [110/264] learning_rate: 0.000100 loss_class: 2.447594 loss_bbox: 0.179123 loss_giou: 0.252693 loss_mask: 0.535158 loss_dice: 0.476651 loss_class_aux: 16.064630 loss_bbox_aux: 1.217186 loss_giou_aux: 1.616613 loss_mask_aux: 3.322290 loss_dice_aux: 2.984650 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.221611 eta: 8:26:06 batch_cost: 0.6046 data_cost: 0.0022 ips: 13.2327 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:14] ppdet.engine.callbacks INFO: Epoch: [27] [120/264] learning_rate: 0.000100 loss_class: 2.993322 loss_bbox: 0.192595 loss_giou: 0.251602 loss_mask: 0.567306 loss_dice: 0.514048 loss_class_aux: 18.807371 loss_bbox_aux: 1.240285 loss_giou_aux: 1.644812 loss_mask_aux: 3.546409 loss_dice_aux: 3.191967 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.101900 eta: 8:25:56 batch_cost: 0.6106 data_cost: 0.0023 ips: 13.1017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:20] ppdet.engine.callbacks INFO: Epoch: [27] [130/264] learning_rate: 0.000100 loss_class: 2.831588 loss_bbox: 0.192316 loss_giou: 0.259238 loss_mask: 0.548247 loss_dice: 0.506346 loss_class_aux: 17.859941 loss_bbox_aux: 1.200118 loss_giou_aux: 1.621013 loss_mask_aux: 3.172943 loss_dice_aux: 3.206340 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.824652 eta: 8:25:44 batch_cost: 0.5873 data_cost: 0.0024 ips: 13.6221 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:28] ppdet.engine.callbacks INFO: Epoch: [27] [140/264] learning_rate: 0.000100 loss_class: 2.645170 loss_bbox: 0.201170 loss_giou: 0.284187 loss_mask: 0.411004 loss_dice: 0.508763 loss_class_aux: 16.714406 loss_bbox_aux: 1.321011 loss_giou_aux: 1.797022 loss_mask_aux: 2.516378 loss_dice_aux: 3.134531 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.678081 loss: 30.179411 eta: 8:25:39 batch_cost: 0.6832 data_cost: 0.0028 ips: 11.7103 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:34] ppdet.engine.callbacks INFO: Epoch: [27] [150/264] learning_rate: 0.000100 loss_class: 2.552318 loss_bbox: 0.159452 loss_giou: 0.250656 loss_mask: 0.467457 loss_dice: 0.487244 loss_class_aux: 16.637702 loss_bbox_aux: 1.077107 loss_giou_aux: 1.611041 loss_mask_aux: 2.941655 loss_dice_aux: 2.929504 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.551727 loss: 31.251338 eta: 8:25:28 batch_cost: 0.5966 data_cost: 0.0026 ips: 13.4085 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:40] ppdet.engine.callbacks INFO: Epoch: [27] [160/264] learning_rate: 0.000100 loss_class: 2.318813 loss_bbox: 0.161810 loss_giou: 0.244534 loss_mask: 0.450251 loss_dice: 0.463595 loss_class_aux: 14.685698 loss_bbox_aux: 1.077147 loss_giou_aux: 1.605026 loss_mask_aux: 2.851737 loss_dice_aux: 2.891740 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.290952 eta: 8:25:17 batch_cost: 0.6082 data_cost: 0.0023 ips: 13.1535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:47] ppdet.engine.callbacks INFO: Epoch: [27] [170/264] learning_rate: 0.000100 loss_class: 2.598567 loss_bbox: 0.192041 loss_giou: 0.243907 loss_mask: 0.533529 loss_dice: 0.503160 loss_class_aux: 16.535186 loss_bbox_aux: 1.250623 loss_giou_aux: 1.604050 loss_mask_aux: 3.256746 loss_dice_aux: 3.074953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.011491 eta: 8:25:06 batch_cost: 0.5984 data_cost: 0.0023 ips: 13.3698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:53] ppdet.engine.callbacks INFO: Epoch: [27] [180/264] learning_rate: 0.000100 loss_class: 2.741300 loss_bbox: 0.182584 loss_giou: 0.240939 loss_mask: 0.520005 loss_dice: 0.497548 loss_class_aux: 17.311978 loss_bbox_aux: 1.169400 loss_giou_aux: 1.594441 loss_mask_aux: 3.209625 loss_dice_aux: 3.079294 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.651310 eta: 8:24:55 batch_cost: 0.5959 data_cost: 0.0021 ips: 13.4251 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:23:59] ppdet.engine.callbacks INFO: Epoch: [27] [190/264] learning_rate: 0.000100 loss_class: 2.759713 loss_bbox: 0.198091 loss_giou: 0.254311 loss_mask: 0.521465 loss_dice: 0.524015 loss_class_aux: 17.388840 loss_bbox_aux: 1.317329 loss_giou_aux: 1.685508 loss_mask_aux: 3.282169 loss_dice_aux: 3.203882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.478807 eta: 8:24:46 batch_cost: 0.6199 data_cost: 0.0021 ips: 12.9053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:05] ppdet.engine.callbacks INFO: Epoch: [27] [200/264] learning_rate: 0.000100 loss_class: 2.754554 loss_bbox: 0.197884 loss_giou: 0.252508 loss_mask: 0.497488 loss_dice: 0.479890 loss_class_aux: 17.909256 loss_bbox_aux: 1.328363 loss_giou_aux: 1.586016 loss_mask_aux: 3.216642 loss_dice_aux: 2.960001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.216764 loss: 31.192177 eta: 8:24:35 batch_cost: 0.5902 data_cost: 0.0022 ips: 13.5546 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:12] ppdet.engine.callbacks INFO: Epoch: [27] [210/264] learning_rate: 0.000100 loss_class: 2.616745 loss_bbox: 0.175454 loss_giou: 0.260328 loss_mask: 0.495209 loss_dice: 0.552486 loss_class_aux: 16.681793 loss_bbox_aux: 1.159752 loss_giou_aux: 1.631380 loss_mask_aux: 3.130853 loss_dice_aux: 3.334242 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.267929 eta: 8:24:23 batch_cost: 0.5896 data_cost: 0.0023 ips: 13.5680 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:18] ppdet.engine.callbacks INFO: Epoch: [27] [220/264] learning_rate: 0.000100 loss_class: 2.519534 loss_bbox: 0.175783 loss_giou: 0.235152 loss_mask: 0.478890 loss_dice: 0.488283 loss_class_aux: 15.749568 loss_bbox_aux: 1.151106 loss_giou_aux: 1.531296 loss_mask_aux: 2.928225 loss_dice_aux: 2.987096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.114719 eta: 8:24:10 batch_cost: 0.5673 data_cost: 0.0017 ips: 14.1029 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:23] ppdet.engine.callbacks INFO: Epoch: [27] [230/264] learning_rate: 0.000100 loss_class: 2.566532 loss_bbox: 0.186143 loss_giou: 0.228244 loss_mask: 0.512133 loss_dice: 0.505733 loss_class_aux: 16.183657 loss_bbox_aux: 1.283371 loss_giou_aux: 1.517129 loss_mask_aux: 3.126162 loss_dice_aux: 3.002811 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.443823 eta: 8:23:57 batch_cost: 0.5534 data_cost: 0.0015 ips: 14.4571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:29] ppdet.engine.callbacks INFO: Epoch: [27] [240/264] learning_rate: 0.000100 loss_class: 2.602494 loss_bbox: 0.190571 loss_giou: 0.262535 loss_mask: 0.483358 loss_dice: 0.517916 loss_class_aux: 16.314753 loss_bbox_aux: 1.244736 loss_giou_aux: 1.704925 loss_mask_aux: 3.069179 loss_dice_aux: 3.226022 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.014025 eta: 8:23:41 batch_cost: 0.5180 data_cost: 0.0015 ips: 15.4439 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:35] ppdet.engine.callbacks INFO: Epoch: [27] [250/264] learning_rate: 0.000100 loss_class: 2.665073 loss_bbox: 0.191675 loss_giou: 0.250118 loss_mask: 0.524921 loss_dice: 0.518024 loss_class_aux: 16.522148 loss_bbox_aux: 1.293574 loss_giou_aux: 1.537231 loss_mask_aux: 3.326578 loss_dice_aux: 3.216172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.758381 eta: 8:23:28 batch_cost: 0.5562 data_cost: 0.0015 ips: 14.3828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:24:40] ppdet.engine.callbacks INFO: Epoch: [27] [260/264] learning_rate: 0.000100 loss_class: 2.695520 loss_bbox: 0.188498 loss_giou: 0.252591 loss_mask: 0.552160 loss_dice: 0.497865 loss_class_aux: 16.709558 loss_bbox_aux: 1.252967 loss_giou_aux: 1.652184 loss_mask_aux: 3.348301 loss_dice_aux: 3.023552 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.645304 loss: 31.288588 eta: 8:23:14 batch_cost: 0.5460 data_cost: 0.0015 ips: 14.6528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:06] ppdet.engine.callbacks INFO: Epoch: [28] [  0/264] learning_rate: 0.000100 loss_class: 2.615090 loss_bbox: 0.175630 loss_giou: 0.248077 loss_mask: 0.543345 loss_dice: 0.503946 loss_class_aux: 15.728431 loss_bbox_aux: 1.167376 loss_giou_aux: 1.623116 loss_mask_aux: 3.250571 loss_dice_aux: 3.028041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.645304 loss: 31.032887 eta: 8:24:37 batch_cost: 1.9739 data_cost: 1.3676 ips: 4.0528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:15] ppdet.engine.callbacks INFO: Epoch: [28] [ 10/264] learning_rate: 0.000100 loss_class: 2.497225 loss_bbox: 0.139910 loss_giou: 0.229605 loss_mask: 0.427008 loss_dice: 0.452232 loss_class_aux: 16.041685 loss_bbox_aux: 0.959510 loss_giou_aux: 1.458238 loss_mask_aux: 2.652831 loss_dice_aux: 2.826983 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.272937 eta: 8:24:44 batch_cost: 0.8778 data_cost: 0.0040 ips: 9.1137 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:22] ppdet.engine.callbacks INFO: Epoch: [28] [ 20/264] learning_rate: 0.000100 loss_class: 2.746103 loss_bbox: 0.158728 loss_giou: 0.266775 loss_mask: 0.420628 loss_dice: 0.489122 loss_class_aux: 17.146694 loss_bbox_aux: 1.081034 loss_giou_aux: 1.676525 loss_mask_aux: 2.506130 loss_dice_aux: 2.928619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.091171 eta: 8:24:35 batch_cost: 0.6342 data_cost: 0.0025 ips: 12.6137 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:29] ppdet.engine.callbacks INFO: Epoch: [28] [ 30/264] learning_rate: 0.000100 loss_class: 2.696134 loss_bbox: 0.200716 loss_giou: 0.248671 loss_mask: 0.540853 loss_dice: 0.460644 loss_class_aux: 15.876738 loss_bbox_aux: 1.347859 loss_giou_aux: 1.576266 loss_mask_aux: 3.595320 loss_dice_aux: 3.051362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.694129 eta: 8:24:29 batch_cost: 0.6791 data_cost: 0.0027 ips: 11.7798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:36] ppdet.engine.callbacks INFO: Epoch: [28] [ 40/264] learning_rate: 0.000100 loss_class: 2.511306 loss_bbox: 0.150735 loss_giou: 0.214015 loss_mask: 0.469892 loss_dice: 0.466244 loss_class_aux: 16.100250 loss_bbox_aux: 1.070741 loss_giou_aux: 1.429567 loss_mask_aux: 2.834334 loss_dice_aux: 2.867835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.993110 loss: 30.099042 eta: 8:24:20 batch_cost: 0.6232 data_cost: 0.0018 ips: 12.8377 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:42] ppdet.engine.callbacks INFO: Epoch: [28] [ 50/264] learning_rate: 0.000100 loss_class: 2.696892 loss_bbox: 0.176213 loss_giou: 0.244448 loss_mask: 0.489300 loss_dice: 0.501279 loss_class_aux: 16.801344 loss_bbox_aux: 1.215807 loss_giou_aux: 1.632222 loss_mask_aux: 3.091402 loss_dice_aux: 3.246214 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.266298 eta: 8:24:08 batch_cost: 0.5779 data_cost: 0.0021 ips: 13.8428 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:48] ppdet.engine.callbacks INFO: Epoch: [28] [ 60/264] learning_rate: 0.000100 loss_class: 2.551728 loss_bbox: 0.188466 loss_giou: 0.270364 loss_mask: 0.437500 loss_dice: 0.523985 loss_class_aux: 15.885556 loss_bbox_aux: 1.214688 loss_giou_aux: 1.717647 loss_mask_aux: 2.689036 loss_dice_aux: 3.183868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.795008 loss: 29.912880 eta: 8:23:57 batch_cost: 0.6031 data_cost: 0.0020 ips: 13.2650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:25:55] ppdet.engine.callbacks INFO: Epoch: [28] [ 70/264] learning_rate: 0.000100 loss_class: 2.612649 loss_bbox: 0.176553 loss_giou: 0.236285 loss_mask: 0.390444 loss_dice: 0.523737 loss_class_aux: 16.407823 loss_bbox_aux: 1.245684 loss_giou_aux: 1.532594 loss_mask_aux: 2.827096 loss_dice_aux: 3.071738 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.478381 eta: 8:23:48 batch_cost: 0.6249 data_cost: 0.0022 ips: 12.8028 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:01] ppdet.engine.callbacks INFO: Epoch: [28] [ 80/264] learning_rate: 0.000100 loss_class: 2.519410 loss_bbox: 0.178677 loss_giou: 0.258630 loss_mask: 0.446992 loss_dice: 0.502556 loss_class_aux: 15.198083 loss_bbox_aux: 1.246368 loss_giou_aux: 1.645105 loss_mask_aux: 2.700627 loss_dice_aux: 3.110402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.053535 eta: 8:23:38 batch_cost: 0.6133 data_cost: 0.0020 ips: 13.0443 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:07] ppdet.engine.callbacks INFO: Epoch: [28] [ 90/264] learning_rate: 0.000100 loss_class: 2.256305 loss_bbox: 0.167631 loss_giou: 0.241721 loss_mask: 0.481390 loss_dice: 0.453292 loss_class_aux: 14.310600 loss_bbox_aux: 1.133369 loss_giou_aux: 1.617490 loss_mask_aux: 2.783888 loss_dice_aux: 2.757023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.641807 eta: 8:23:28 batch_cost: 0.6170 data_cost: 0.0019 ips: 12.9668 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:14] ppdet.engine.callbacks INFO: Epoch: [28] [100/264] learning_rate: 0.000100 loss_class: 2.289238 loss_bbox: 0.152228 loss_giou: 0.234773 loss_mask: 0.452111 loss_dice: 0.459993 loss_class_aux: 14.654027 loss_bbox_aux: 1.151930 loss_giou_aux: 1.598138 loss_mask_aux: 2.892509 loss_dice_aux: 2.792220 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.851143 eta: 8:23:20 batch_cost: 0.6492 data_cost: 0.0020 ips: 12.3232 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:19] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:26:19] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:26:20] ppdet.engine.callbacks INFO: Epoch: [28] [110/264] learning_rate: 0.000100 loss_class: 2.586798 loss_bbox: 0.207919 loss_giou: 0.243551 loss_mask: 0.601550 loss_dice: 0.512955 loss_class_aux: 16.518919 loss_bbox_aux: 1.374393 loss_giou_aux: 1.560414 loss_mask_aux: 3.538383 loss_dice_aux: 3.070548 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568038 loss: 30.709842 eta: 8:23:07 batch_cost: 0.5548 data_cost: 0.0020 ips: 14.4202 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:26] ppdet.engine.callbacks INFO: Epoch: [28] [120/264] learning_rate: 0.000100 loss_class: 2.509067 loss_bbox: 0.187136 loss_giou: 0.247926 loss_mask: 0.544359 loss_dice: 0.486144 loss_class_aux: 16.117354 loss_bbox_aux: 1.242140 loss_giou_aux: 1.598787 loss_mask_aux: 3.413032 loss_dice_aux: 2.975774 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.930485 eta: 8:22:58 batch_cost: 0.6268 data_cost: 0.0020 ips: 12.7641 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:33] ppdet.engine.callbacks INFO: Epoch: [28] [130/264] learning_rate: 0.000100 loss_class: 2.781550 loss_bbox: 0.184383 loss_giou: 0.253770 loss_mask: 0.512026 loss_dice: 0.509017 loss_class_aux: 17.774715 loss_bbox_aux: 1.333422 loss_giou_aux: 1.589453 loss_mask_aux: 3.261855 loss_dice_aux: 3.152931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.122225 eta: 8:22:49 batch_cost: 0.6321 data_cost: 0.0026 ips: 12.6566 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:39] ppdet.engine.callbacks INFO: Epoch: [28] [140/264] learning_rate: 0.000100 loss_class: 2.624854 loss_bbox: 0.188749 loss_giou: 0.248583 loss_mask: 0.505952 loss_dice: 0.524082 loss_class_aux: 16.232030 loss_bbox_aux: 1.284623 loss_giou_aux: 1.584381 loss_mask_aux: 3.129074 loss_dice_aux: 3.232657 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.448333 eta: 8:22:38 batch_cost: 0.5932 data_cost: 0.0018 ips: 13.4864 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:46] ppdet.engine.callbacks INFO: Epoch: [28] [150/264] learning_rate: 0.000100 loss_class: 2.864643 loss_bbox: 0.183480 loss_giou: 0.286869 loss_mask: 0.516075 loss_dice: 0.568764 loss_class_aux: 18.254585 loss_bbox_aux: 1.320866 loss_giou_aux: 1.834019 loss_mask_aux: 3.282122 loss_dice_aux: 3.469493 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.389898 eta: 8:22:30 batch_cost: 0.6484 data_cost: 0.0023 ips: 12.3378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:52] ppdet.engine.callbacks INFO: Epoch: [28] [160/264] learning_rate: 0.000100 loss_class: 2.800563 loss_bbox: 0.166418 loss_giou: 0.251952 loss_mask: 0.486280 loss_dice: 0.528404 loss_class_aux: 17.441189 loss_bbox_aux: 1.108148 loss_giou_aux: 1.633125 loss_mask_aux: 3.194850 loss_dice_aux: 3.142991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.492941 loss: 30.840005 eta: 8:22:19 batch_cost: 0.5929 data_cost: 0.0021 ips: 13.4920 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:26:59] ppdet.engine.callbacks INFO: Epoch: [28] [170/264] learning_rate: 0.000100 loss_class: 2.890108 loss_bbox: 0.172314 loss_giou: 0.284091 loss_mask: 0.489194 loss_dice: 0.578709 loss_class_aux: 18.595442 loss_bbox_aux: 1.266952 loss_giou_aux: 1.863797 loss_mask_aux: 3.193734 loss_dice_aux: 3.613353 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.250154 eta: 8:22:09 batch_cost: 0.6097 data_cost: 0.0018 ips: 13.1218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:04] ppdet.engine.callbacks INFO: Epoch: [28] [180/264] learning_rate: 0.000100 loss_class: 2.602341 loss_bbox: 0.182204 loss_giou: 0.241723 loss_mask: 0.455013 loss_dice: 0.546293 loss_class_aux: 16.191769 loss_bbox_aux: 1.199999 loss_giou_aux: 1.561815 loss_mask_aux: 2.767783 loss_dice_aux: 3.222365 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.574002 loss: 30.935647 eta: 8:21:56 batch_cost: 0.5465 data_cost: 0.0019 ips: 14.6374 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:11] ppdet.engine.callbacks INFO: Epoch: [28] [190/264] learning_rate: 0.000100 loss_class: 2.524028 loss_bbox: 0.170181 loss_giou: 0.249361 loss_mask: 0.472534 loss_dice: 0.487838 loss_class_aux: 15.836946 loss_bbox_aux: 1.115011 loss_giou_aux: 1.590725 loss_mask_aux: 2.960278 loss_dice_aux: 2.988809 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.749119 eta: 8:21:46 batch_cost: 0.6204 data_cost: 0.0023 ips: 12.8949 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:17] ppdet.engine.callbacks INFO: Epoch: [28] [200/264] learning_rate: 0.000100 loss_class: 2.807166 loss_bbox: 0.188435 loss_giou: 0.259236 loss_mask: 0.525384 loss_dice: 0.480800 loss_class_aux: 17.356174 loss_bbox_aux: 1.280984 loss_giou_aux: 1.678116 loss_mask_aux: 3.265101 loss_dice_aux: 2.986956 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.314823 loss: 34.017414 eta: 8:21:37 batch_cost: 0.6150 data_cost: 0.0020 ips: 13.0087 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:24] ppdet.engine.callbacks INFO: Epoch: [28] [210/264] learning_rate: 0.000100 loss_class: 2.523960 loss_bbox: 0.202513 loss_giou: 0.262292 loss_mask: 0.604279 loss_dice: 0.509385 loss_class_aux: 15.501036 loss_bbox_aux: 1.333291 loss_giou_aux: 1.646739 loss_mask_aux: 3.583054 loss_dice_aux: 3.097507 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546044 loss: 30.261357 eta: 8:21:28 batch_cost: 0.6288 data_cost: 0.0018 ips: 12.7218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:30] ppdet.engine.callbacks INFO: Epoch: [28] [220/264] learning_rate: 0.000100 loss_class: 2.661164 loss_bbox: 0.223558 loss_giou: 0.269145 loss_mask: 0.533213 loss_dice: 0.506671 loss_class_aux: 16.357940 loss_bbox_aux: 1.419125 loss_giou_aux: 1.724920 loss_mask_aux: 3.241841 loss_dice_aux: 3.073589 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.723140 eta: 8:21:15 batch_cost: 0.5631 data_cost: 0.0018 ips: 14.2075 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:36] ppdet.engine.callbacks INFO: Epoch: [28] [230/264] learning_rate: 0.000100 loss_class: 2.800740 loss_bbox: 0.222258 loss_giou: 0.269817 loss_mask: 0.627478 loss_dice: 0.531768 loss_class_aux: 17.629493 loss_bbox_aux: 1.436363 loss_giou_aux: 1.719586 loss_mask_aux: 3.975813 loss_dice_aux: 3.319610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.462619 loss: 32.884359 eta: 8:21:04 batch_cost: 0.5953 data_cost: 0.0016 ips: 13.4386 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:42] ppdet.engine.callbacks INFO: Epoch: [28] [240/264] learning_rate: 0.000100 loss_class: 2.952581 loss_bbox: 0.196717 loss_giou: 0.272469 loss_mask: 0.529616 loss_dice: 0.570865 loss_class_aux: 18.278003 loss_bbox_aux: 1.258993 loss_giou_aux: 1.708705 loss_mask_aux: 3.397484 loss_dice_aux: 3.524479 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.797337 loss: 33.816656 eta: 8:20:53 batch_cost: 0.5834 data_cost: 0.0015 ips: 13.7123 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:48] ppdet.engine.callbacks INFO: Epoch: [28] [250/264] learning_rate: 0.000100 loss_class: 2.722214 loss_bbox: 0.194670 loss_giou: 0.279619 loss_mask: 0.469140 loss_dice: 0.546988 loss_class_aux: 17.011013 loss_bbox_aux: 1.292235 loss_giou_aux: 1.752754 loss_mask_aux: 2.948223 loss_dice_aux: 3.241109 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.636612 loss: 32.404915 eta: 8:20:40 batch_cost: 0.5692 data_cost: 0.0015 ips: 14.0547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:27:54] ppdet.engine.callbacks INFO: Epoch: [28] [260/264] learning_rate: 0.000100 loss_class: 2.631081 loss_bbox: 0.212852 loss_giou: 0.235142 loss_mask: 0.624174 loss_dice: 0.534446 loss_class_aux: 16.579560 loss_bbox_aux: 1.452796 loss_giou_aux: 1.524749 loss_mask_aux: 3.852909 loss_dice_aux: 3.151778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.953746 eta: 8:20:27 batch_cost: 0.5568 data_cost: 0.0015 ips: 14.3679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:28:17] ppdet.engine.callbacks INFO: Epoch: [29] [  0/264] learning_rate: 0.000100 loss_class: 2.557667 loss_bbox: 0.201035 loss_giou: 0.232295 loss_mask: 0.578987 loss_dice: 0.509034 loss_class_aux: 16.561486 loss_bbox_aux: 1.340688 loss_giou_aux: 1.488464 loss_mask_aux: 3.432266 loss_dice_aux: 3.026127 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.953746 eta: 8:21:29 batch_cost: 1.6814 data_cost: 1.1094 ips: 4.7580 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:28:27] ppdet.engine.callbacks INFO: Epoch: [29] [ 10/264] learning_rate: 0.000100 loss_class: 2.486778 loss_bbox: 0.207040 loss_giou: 0.254854 loss_mask: 0.579970 loss_dice: 0.539729 loss_class_aux: 15.856412 loss_bbox_aux: 1.383265 loss_giou_aux: 1.578803 loss_mask_aux: 3.628182 loss_dice_aux: 3.248144 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.716417 eta: 8:21:41 batch_cost: 0.9866 data_cost: 0.1381 ips: 8.1088 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:28:34] ppdet.engine.callbacks INFO: Epoch: [29] [ 20/264] learning_rate: 0.000100 loss_class: 2.846358 loss_bbox: 0.191003 loss_giou: 0.254347 loss_mask: 0.535507 loss_dice: 0.509880 loss_class_aux: 17.324383 loss_bbox_aux: 1.273832 loss_giou_aux: 1.609247 loss_mask_aux: 3.167048 loss_dice_aux: 3.101179 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.797778 loss: 32.349052 eta: 8:21:35 batch_cost: 0.6770 data_cost: 0.0024 ips: 11.8173 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:28:41] ppdet.engine.callbacks INFO: Epoch: [29] [ 30/264] learning_rate: 0.000100 loss_class: 2.470194 loss_bbox: 0.186452 loss_giou: 0.241791 loss_mask: 0.534451 loss_dice: 0.485391 loss_class_aux: 15.808110 loss_bbox_aux: 1.223513 loss_giou_aux: 1.532910 loss_mask_aux: 3.293648 loss_dice_aux: 2.943481 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.329126 eta: 8:21:29 batch_cost: 0.6734 data_cost: 0.0031 ips: 11.8807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:28:48] ppdet.engine.callbacks INFO: Epoch: [29] [ 40/264] learning_rate: 0.000100 loss_class: 2.771984 loss_bbox: 0.183245 loss_giou: 0.255422 loss_mask: 0.496213 loss_dice: 0.499778 loss_class_aux: 18.004897 loss_bbox_aux: 1.216068 loss_giou_aux: 1.670976 loss_mask_aux: 3.091226 loss_dice_aux: 3.077924 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.781536 loss: 33.675236 eta: 8:21:19 batch_cost: 0.6062 data_cost: 0.0020 ips: 13.1962 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28406 MB
[05/13 20:28:54] ppdet.engine.callbacks INFO: Epoch: [29] [ 50/264] learning_rate: 0.000100 loss_class: 2.709788 loss_bbox: 0.186950 loss_giou: 0.279602 loss_mask: 0.465202 loss_dice: 0.523144 loss_class_aux: 16.871148 loss_bbox_aux: 1.197690 loss_giou_aux: 1.802583 loss_mask_aux: 2.800821 loss_dice_aux: 3.192441 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.208026 loss: 32.016033 eta: 8:21:06 batch_cost: 0.5701 data_cost: 0.0019 ips: 14.0317 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:00] ppdet.engine.callbacks INFO: Epoch: [29] [ 60/264] learning_rate: 0.000100 loss_class: 2.646599 loss_bbox: 0.199016 loss_giou: 0.264424 loss_mask: 0.556446 loss_dice: 0.514677 loss_class_aux: 16.921660 loss_bbox_aux: 1.305534 loss_giou_aux: 1.686436 loss_mask_aux: 3.295486 loss_dice_aux: 3.126271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.982610 loss: 32.067938 eta: 8:20:54 batch_cost: 0.5667 data_cost: 0.0018 ips: 14.1158 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:06] ppdet.engine.callbacks INFO: Epoch: [29] [ 70/264] learning_rate: 0.000100 loss_class: 2.737429 loss_bbox: 0.210092 loss_giou: 0.232608 loss_mask: 0.587297 loss_dice: 0.518968 loss_class_aux: 17.191081 loss_bbox_aux: 1.430163 loss_giou_aux: 1.571813 loss_mask_aux: 3.727206 loss_dice_aux: 3.215503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.310236 eta: 8:20:43 batch_cost: 0.6020 data_cost: 0.0027 ips: 13.2888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:13] ppdet.engine.callbacks INFO: Epoch: [29] [ 80/264] learning_rate: 0.000100 loss_class: 2.538481 loss_bbox: 0.165015 loss_giou: 0.258831 loss_mask: 0.488449 loss_dice: 0.488436 loss_class_aux: 15.790018 loss_bbox_aux: 1.163275 loss_giou_aux: 1.716968 loss_mask_aux: 2.968068 loss_dice_aux: 3.026600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.925530 eta: 8:20:35 batch_cost: 0.6349 data_cost: 0.0027 ips: 12.6002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:18] ppdet.engine.callbacks INFO: Epoch: [29] [ 90/264] learning_rate: 0.000100 loss_class: 2.664419 loss_bbox: 0.199717 loss_giou: 0.240392 loss_mask: 0.485668 loss_dice: 0.490075 loss_class_aux: 16.907512 loss_bbox_aux: 1.326499 loss_giou_aux: 1.562844 loss_mask_aux: 3.190424 loss_dice_aux: 2.961535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.403096 loss: 30.030534 eta: 8:20:19 batch_cost: 0.5049 data_cost: 0.0019 ips: 15.8449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:25] ppdet.engine.callbacks INFO: Epoch: [29] [100/264] learning_rate: 0.000100 loss_class: 2.556146 loss_bbox: 0.174013 loss_giou: 0.264484 loss_mask: 0.487903 loss_dice: 0.514954 loss_class_aux: 16.443939 loss_bbox_aux: 1.145336 loss_giou_aux: 1.691705 loss_mask_aux: 2.951465 loss_dice_aux: 3.115264 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.566126 loss: 30.238708 eta: 8:20:11 batch_cost: 0.6455 data_cost: 0.0023 ips: 12.3933 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:31] ppdet.engine.callbacks INFO: Epoch: [29] [110/264] learning_rate: 0.000100 loss_class: 2.518663 loss_bbox: 0.197223 loss_giou: 0.251399 loss_mask: 0.487649 loss_dice: 0.489806 loss_class_aux: 15.940965 loss_bbox_aux: 1.271312 loss_giou_aux: 1.619212 loss_mask_aux: 3.075907 loss_dice_aux: 3.020552 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.337386 loss: 30.730940 eta: 8:20:01 batch_cost: 0.6124 data_cost: 0.0020 ips: 13.0629 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:37] ppdet.engine.callbacks INFO: Epoch: [29] [120/264] learning_rate: 0.000100 loss_class: 2.483450 loss_bbox: 0.163609 loss_giou: 0.215371 loss_mask: 0.552502 loss_dice: 0.462160 loss_class_aux: 16.558240 loss_bbox_aux: 1.116260 loss_giou_aux: 1.454051 loss_mask_aux: 3.294700 loss_dice_aux: 2.831829 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.884075 eta: 8:19:50 batch_cost: 0.5806 data_cost: 0.0020 ips: 13.7777 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:43] ppdet.engine.callbacks INFO: Epoch: [29] [130/264] learning_rate: 0.000100 loss_class: 2.545384 loss_bbox: 0.184778 loss_giou: 0.260722 loss_mask: 0.541451 loss_dice: 0.519634 loss_class_aux: 16.264297 loss_bbox_aux: 1.208777 loss_giou_aux: 1.633828 loss_mask_aux: 3.223917 loss_dice_aux: 3.123637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.933914 loss: 30.612031 eta: 8:19:37 batch_cost: 0.5698 data_cost: 0.0019 ips: 14.0389 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:49] ppdet.engine.callbacks INFO: Epoch: [29] [140/264] learning_rate: 0.000100 loss_class: 2.570110 loss_bbox: 0.184875 loss_giou: 0.256128 loss_mask: 0.512617 loss_dice: 0.510848 loss_class_aux: 16.565323 loss_bbox_aux: 1.191586 loss_giou_aux: 1.603939 loss_mask_aux: 2.858830 loss_dice_aux: 3.148675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.739238 loss: 32.179852 eta: 8:19:26 batch_cost: 0.5777 data_cost: 0.0021 ips: 13.8483 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:29:56] ppdet.engine.callbacks INFO: Epoch: [29] [150/264] learning_rate: 0.000100 loss_class: 2.695519 loss_bbox: 0.174858 loss_giou: 0.257297 loss_mask: 0.511424 loss_dice: 0.530589 loss_class_aux: 17.284237 loss_bbox_aux: 1.191333 loss_giou_aux: 1.696220 loss_mask_aux: 3.064978 loss_dice_aux: 3.219913 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.175260 eta: 8:19:16 batch_cost: 0.6167 data_cost: 0.0022 ips: 12.9721 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:02] ppdet.engine.callbacks INFO: Epoch: [29] [160/264] learning_rate: 0.000100 loss_class: 2.693170 loss_bbox: 0.150918 loss_giou: 0.254929 loss_mask: 0.390466 loss_dice: 0.507938 loss_class_aux: 16.837706 loss_bbox_aux: 1.050648 loss_giou_aux: 1.666996 loss_mask_aux: 2.441658 loss_dice_aux: 3.093895 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.772556 loss: 30.238590 eta: 8:19:04 batch_cost: 0.5780 data_cost: 0.0021 ips: 13.8411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:08] ppdet.engine.callbacks INFO: Epoch: [29] [170/264] learning_rate: 0.000100 loss_class: 2.559671 loss_bbox: 0.157163 loss_giou: 0.252123 loss_mask: 0.406964 loss_dice: 0.511231 loss_class_aux: 15.882724 loss_bbox_aux: 1.070885 loss_giou_aux: 1.601920 loss_mask_aux: 2.411853 loss_dice_aux: 3.061248 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.429456 loss: 29.997035 eta: 8:18:53 batch_cost: 0.5794 data_cost: 0.0020 ips: 13.8081 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:15] ppdet.engine.callbacks INFO: Epoch: [29] [180/264] learning_rate: 0.000100 loss_class: 2.650551 loss_bbox: 0.198811 loss_giou: 0.266940 loss_mask: 0.529567 loss_dice: 0.540721 loss_class_aux: 16.780629 loss_bbox_aux: 1.252394 loss_giou_aux: 1.766238 loss_mask_aux: 3.177540 loss_dice_aux: 3.316722 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.142628 eta: 8:18:45 batch_cost: 0.6392 data_cost: 0.0021 ips: 12.5164 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:21] ppdet.engine.callbacks INFO: Epoch: [29] [190/264] learning_rate: 0.000100 loss_class: 2.655739 loss_bbox: 0.187455 loss_giou: 0.216853 loss_mask: 0.481701 loss_dice: 0.488286 loss_class_aux: 16.642788 loss_bbox_aux: 1.191192 loss_giou_aux: 1.433129 loss_mask_aux: 2.969871 loss_dice_aux: 2.899859 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.754748 eta: 8:18:36 batch_cost: 0.6230 data_cost: 0.0019 ips: 12.8409 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:26] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:30:26] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:30:27] ppdet.engine.callbacks INFO: Epoch: [29] [200/264] learning_rate: 0.000100 loss_class: 2.636715 loss_bbox: 0.174417 loss_giou: 0.243258 loss_mask: 0.514333 loss_dice: 0.467319 loss_class_aux: 16.719902 loss_bbox_aux: 1.216792 loss_giou_aux: 1.548433 loss_mask_aux: 3.027342 loss_dice_aux: 2.861742 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.458449 eta: 8:18:24 batch_cost: 0.5742 data_cost: 0.0021 ips: 13.9331 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:33] ppdet.engine.callbacks INFO: Epoch: [29] [210/264] learning_rate: 0.000100 loss_class: 2.356511 loss_bbox: 0.182454 loss_giou: 0.249809 loss_mask: 0.447021 loss_dice: 0.472350 loss_class_aux: 14.590444 loss_bbox_aux: 1.214047 loss_giou_aux: 1.574219 loss_mask_aux: 2.708663 loss_dice_aux: 2.810144 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.036678 eta: 8:18:13 batch_cost: 0.5950 data_cost: 0.0020 ips: 13.4458 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:39] ppdet.engine.callbacks INFO: Epoch: [29] [220/264] learning_rate: 0.000100 loss_class: 2.706888 loss_bbox: 0.188608 loss_giou: 0.260199 loss_mask: 0.571337 loss_dice: 0.524243 loss_class_aux: 17.179129 loss_bbox_aux: 1.284302 loss_giou_aux: 1.658786 loss_mask_aux: 3.307557 loss_dice_aux: 3.233137 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.199383 eta: 8:18:01 batch_cost: 0.5693 data_cost: 0.0020 ips: 14.0513 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:45] ppdet.engine.callbacks INFO: Epoch: [29] [230/264] learning_rate: 0.000100 loss_class: 2.691524 loss_bbox: 0.226611 loss_giou: 0.277208 loss_mask: 0.532574 loss_dice: 0.568904 loss_class_aux: 16.803103 loss_bbox_aux: 1.418830 loss_giou_aux: 1.774607 loss_mask_aux: 3.259652 loss_dice_aux: 3.432482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.679065 loss: 33.668678 eta: 8:17:49 batch_cost: 0.5650 data_cost: 0.0016 ips: 14.1591 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:51] ppdet.engine.callbacks INFO: Epoch: [29] [240/264] learning_rate: 0.000100 loss_class: 2.592547 loss_bbox: 0.203677 loss_giou: 0.246442 loss_mask: 0.592694 loss_dice: 0.500592 loss_class_aux: 16.186129 loss_bbox_aux: 1.340210 loss_giou_aux: 1.583138 loss_mask_aux: 3.620591 loss_dice_aux: 3.022953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.233581 eta: 8:17:35 batch_cost: 0.5505 data_cost: 0.0015 ips: 14.5309 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:30:57] ppdet.engine.callbacks INFO: Epoch: [29] [250/264] learning_rate: 0.000100 loss_class: 2.627040 loss_bbox: 0.190321 loss_giou: 0.259094 loss_mask: 0.502871 loss_dice: 0.517378 loss_class_aux: 16.212990 loss_bbox_aux: 1.262582 loss_giou_aux: 1.687432 loss_mask_aux: 3.161240 loss_dice_aux: 3.204499 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.390685 loss: 31.012125 eta: 8:17:24 batch_cost: 0.5794 data_cost: 0.0015 ips: 13.8072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:31:03] ppdet.engine.callbacks INFO: Epoch: [29] [260/264] learning_rate: 0.000100 loss_class: 2.589957 loss_bbox: 0.188547 loss_giou: 0.246278 loss_mask: 0.580406 loss_dice: 0.529762 loss_class_aux: 16.892692 loss_bbox_aux: 1.196915 loss_giou_aux: 1.575626 loss_mask_aux: 3.542232 loss_dice_aux: 3.145038 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.082858 eta: 8:17:12 batch_cost: 0.5808 data_cost: 0.0015 ips: 13.7748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:31:15] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/29
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:31:21] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/29/inference/inference.yml
[05/13 20:31:21] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 20:31:21] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/29/inference
[05/13 20:31:23] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 20:31:30] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 20:31:38] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 20:31:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:31:42] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.64s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.541
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.754
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.669
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.395
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.726
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.763
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
[05/13 20:31:44] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.987173405309806
[05/13 20:31:44] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 20:31:44] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/29
[05/13 20:31:44] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 20:31:44] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 20:31:47] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:31:52] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 20:31:52] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 20:31:52] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 20:32:06] ppdet.engine.callbacks INFO: Epoch: [30] [  0/264] learning_rate: 0.000100 loss_class: 2.509857 loss_bbox: 0.178685 loss_giou: 0.252393 loss_mask: 0.491863 loss_dice: 0.498752 loss_class_aux: 16.052161 loss_bbox_aux: 1.167237 loss_giou_aux: 1.601495 loss_mask_aux: 3.018843 loss_dice_aux: 2.915616 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.582441 eta: 8:18:15 batch_cost: 1.7598 data_cost: 1.1502 ips: 4.5459 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:16] ppdet.engine.callbacks INFO: Epoch: [30] [ 10/264] learning_rate: 0.000100 loss_class: 2.580007 loss_bbox: 0.193787 loss_giou: 0.237925 loss_mask: 0.561489 loss_dice: 0.523447 loss_class_aux: 16.004781 loss_bbox_aux: 1.252183 loss_giou_aux: 1.632710 loss_mask_aux: 3.357818 loss_dice_aux: 3.064096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.481612 loss: 31.107349 eta: 8:18:26 batch_cost: 0.9839 data_cost: 0.0067 ips: 8.1309 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:24] ppdet.engine.callbacks INFO: Epoch: [30] [ 20/264] learning_rate: 0.000100 loss_class: 2.574705 loss_bbox: 0.198638 loss_giou: 0.261756 loss_mask: 0.498945 loss_dice: 0.502299 loss_class_aux: 16.058901 loss_bbox_aux: 1.348582 loss_giou_aux: 1.663912 loss_mask_aux: 3.173242 loss_dice_aux: 3.118251 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.544372 loss: 31.157084 eta: 8:18:23 batch_cost: 0.7349 data_cost: 0.0026 ips: 10.8864 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:30] ppdet.engine.callbacks INFO: Epoch: [30] [ 30/264] learning_rate: 0.000100 loss_class: 2.415917 loss_bbox: 0.171136 loss_giou: 0.219628 loss_mask: 0.423999 loss_dice: 0.433342 loss_class_aux: 15.233812 loss_bbox_aux: 1.183937 loss_giou_aux: 1.450304 loss_mask_aux: 2.799946 loss_dice_aux: 2.705660 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.699375 eta: 8:18:15 batch_cost: 0.6454 data_cost: 0.0025 ips: 12.3946 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:37] ppdet.engine.callbacks INFO: Epoch: [30] [ 40/264] learning_rate: 0.000100 loss_class: 2.579380 loss_bbox: 0.193919 loss_giou: 0.247666 loss_mask: 0.571989 loss_dice: 0.516009 loss_class_aux: 16.189103 loss_bbox_aux: 1.289333 loss_giou_aux: 1.600000 loss_mask_aux: 3.453674 loss_dice_aux: 3.064153 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.942682 eta: 8:18:04 batch_cost: 0.5768 data_cost: 0.0031 ips: 13.8701 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:43] ppdet.engine.callbacks INFO: Epoch: [30] [ 50/264] learning_rate: 0.000100 loss_class: 2.566640 loss_bbox: 0.188067 loss_giou: 0.246174 loss_mask: 0.537390 loss_dice: 0.544572 loss_class_aux: 15.847415 loss_bbox_aux: 1.252625 loss_giou_aux: 1.639545 loss_mask_aux: 3.332753 loss_dice_aux: 3.295486 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.892146 loss: 30.414620 eta: 8:17:53 batch_cost: 0.6066 data_cost: 0.0020 ips: 13.1888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:50] ppdet.engine.callbacks INFO: Epoch: [30] [ 60/264] learning_rate: 0.000100 loss_class: 2.304594 loss_bbox: 0.171710 loss_giou: 0.252167 loss_mask: 0.451436 loss_dice: 0.506959 loss_class_aux: 14.933095 loss_bbox_aux: 1.131619 loss_giou_aux: 1.616666 loss_mask_aux: 2.772228 loss_dice_aux: 3.063865 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.396695 loss: 27.948726 eta: 8:17:45 batch_cost: 0.6316 data_cost: 0.0019 ips: 12.6653 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:32:56] ppdet.engine.callbacks INFO: Epoch: [30] [ 70/264] learning_rate: 0.000100 loss_class: 2.515510 loss_bbox: 0.178113 loss_giou: 0.259773 loss_mask: 0.455382 loss_dice: 0.487045 loss_class_aux: 15.667818 loss_bbox_aux: 1.210755 loss_giou_aux: 1.693439 loss_mask_aux: 2.814646 loss_dice_aux: 3.031140 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.059974 eta: 8:17:35 batch_cost: 0.6132 data_cost: 0.0021 ips: 13.0456 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:03] ppdet.engine.callbacks INFO: Epoch: [30] [ 80/264] learning_rate: 0.000100 loss_class: 2.645989 loss_bbox: 0.164435 loss_giou: 0.239862 loss_mask: 0.443034 loss_dice: 0.445645 loss_class_aux: 16.631457 loss_bbox_aux: 1.134891 loss_giou_aux: 1.541699 loss_mask_aux: 2.713088 loss_dice_aux: 2.790776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.887832 eta: 8:17:27 batch_cost: 0.6474 data_cost: 0.0022 ips: 12.3578 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:08] ppdet.engine.callbacks INFO: Epoch: [30] [ 90/264] learning_rate: 0.000100 loss_class: 2.371738 loss_bbox: 0.164895 loss_giou: 0.265866 loss_mask: 0.415041 loss_dice: 0.521633 loss_class_aux: 15.275396 loss_bbox_aux: 1.128770 loss_giou_aux: 1.698235 loss_mask_aux: 2.582061 loss_dice_aux: 3.133994 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.152172 eta: 8:17:14 batch_cost: 0.5430 data_cost: 0.0020 ips: 14.7331 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:15] ppdet.engine.callbacks INFO: Epoch: [30] [100/264] learning_rate: 0.000100 loss_class: 2.346611 loss_bbox: 0.172128 loss_giou: 0.207070 loss_mask: 0.425622 loss_dice: 0.432236 loss_class_aux: 14.361836 loss_bbox_aux: 1.120935 loss_giou_aux: 1.437733 loss_mask_aux: 2.693707 loss_dice_aux: 2.655698 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.504102 loss: 27.073711 eta: 8:17:05 batch_cost: 0.6221 data_cost: 0.0022 ips: 12.8596 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:21] ppdet.engine.callbacks INFO: Epoch: [30] [110/264] learning_rate: 0.000100 loss_class: 2.497014 loss_bbox: 0.175747 loss_giou: 0.268976 loss_mask: 0.463466 loss_dice: 0.448454 loss_class_aux: 15.488271 loss_bbox_aux: 1.129620 loss_giou_aux: 1.658387 loss_mask_aux: 2.695625 loss_dice_aux: 2.789177 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.500979 loss: 27.698355 eta: 8:16:55 batch_cost: 0.6089 data_cost: 0.0020 ips: 13.1382 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:28] ppdet.engine.callbacks INFO: Epoch: [30] [120/264] learning_rate: 0.000100 loss_class: 2.691661 loss_bbox: 0.172500 loss_giou: 0.266500 loss_mask: 0.483441 loss_dice: 0.483576 loss_class_aux: 17.126123 loss_bbox_aux: 1.116033 loss_giou_aux: 1.689798 loss_mask_aux: 2.831416 loss_dice_aux: 2.921341 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.146748 loss: 30.898037 eta: 8:16:45 batch_cost: 0.5975 data_cost: 0.0018 ips: 13.3881 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:34] ppdet.engine.callbacks INFO: Epoch: [30] [130/264] learning_rate: 0.000100 loss_class: 2.900969 loss_bbox: 0.209095 loss_giou: 0.255038 loss_mask: 0.534914 loss_dice: 0.546511 loss_class_aux: 19.083398 loss_bbox_aux: 1.301374 loss_giou_aux: 1.686400 loss_mask_aux: 3.295429 loss_dice_aux: 3.228732 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.774744 eta: 8:16:34 batch_cost: 0.6039 data_cost: 0.0028 ips: 13.2462 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:40] ppdet.engine.callbacks INFO: Epoch: [30] [140/264] learning_rate: 0.000100 loss_class: 2.835033 loss_bbox: 0.182371 loss_giou: 0.276297 loss_mask: 0.474793 loss_dice: 0.505050 loss_class_aux: 17.607294 loss_bbox_aux: 1.285075 loss_giou_aux: 1.740932 loss_mask_aux: 2.971227 loss_dice_aux: 3.070932 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.106875 eta: 8:16:24 batch_cost: 0.5920 data_cost: 0.0025 ips: 13.5127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:46] ppdet.engine.callbacks INFO: Epoch: [30] [150/264] learning_rate: 0.000100 loss_class: 2.278430 loss_bbox: 0.172391 loss_giou: 0.221619 loss_mask: 0.445006 loss_dice: 0.461945 loss_class_aux: 14.487152 loss_bbox_aux: 1.147228 loss_giou_aux: 1.406322 loss_mask_aux: 2.633106 loss_dice_aux: 2.752085 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.103987 eta: 8:16:13 batch_cost: 0.5940 data_cost: 0.0022 ips: 13.4671 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:53] ppdet.engine.callbacks INFO: Epoch: [30] [160/264] learning_rate: 0.000100 loss_class: 2.470279 loss_bbox: 0.181519 loss_giou: 0.261477 loss_mask: 0.486642 loss_dice: 0.509253 loss_class_aux: 15.505420 loss_bbox_aux: 1.247457 loss_giou_aux: 1.696527 loss_mask_aux: 2.968083 loss_dice_aux: 3.092348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.411646 loss: 30.017030 eta: 8:16:03 batch_cost: 0.6048 data_cost: 0.0021 ips: 13.2281 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:33:59] ppdet.engine.callbacks INFO: Epoch: [30] [170/264] learning_rate: 0.000100 loss_class: 2.495311 loss_bbox: 0.188303 loss_giou: 0.240588 loss_mask: 0.478588 loss_dice: 0.477763 loss_class_aux: 15.736724 loss_bbox_aux: 1.273889 loss_giou_aux: 1.541594 loss_mask_aux: 2.917939 loss_dice_aux: 2.940490 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.209711 eta: 8:15:53 batch_cost: 0.6074 data_cost: 0.0023 ips: 13.1702 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:05] ppdet.engine.callbacks INFO: Epoch: [30] [180/264] learning_rate: 0.000100 loss_class: 2.361179 loss_bbox: 0.175036 loss_giou: 0.248389 loss_mask: 0.418656 loss_dice: 0.483026 loss_class_aux: 15.294523 loss_bbox_aux: 1.130321 loss_giou_aux: 1.565902 loss_mask_aux: 2.484242 loss_dice_aux: 2.895283 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.110082 eta: 8:15:42 batch_cost: 0.5929 data_cost: 0.0023 ips: 13.4932 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:12] ppdet.engine.callbacks INFO: Epoch: [30] [190/264] learning_rate: 0.000100 loss_class: 2.808720 loss_bbox: 0.202818 loss_giou: 0.266049 loss_mask: 0.586226 loss_dice: 0.536819 loss_class_aux: 17.514829 loss_bbox_aux: 1.314838 loss_giou_aux: 1.731360 loss_mask_aux: 3.548404 loss_dice_aux: 3.307779 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.540915 eta: 8:15:34 batch_cost: 0.6408 data_cost: 0.0023 ips: 12.4846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:19] ppdet.engine.callbacks INFO: Epoch: [30] [200/264] learning_rate: 0.000100 loss_class: 2.956899 loss_bbox: 0.186854 loss_giou: 0.242353 loss_mask: 0.539870 loss_dice: 0.540824 loss_class_aux: 18.792582 loss_bbox_aux: 1.243323 loss_giou_aux: 1.556504 loss_mask_aux: 3.210491 loss_dice_aux: 3.084499 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.852804 eta: 8:15:25 batch_cost: 0.6141 data_cost: 0.0019 ips: 13.0266 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:25] ppdet.engine.callbacks INFO: Epoch: [30] [210/264] learning_rate: 0.000100 loss_class: 2.695485 loss_bbox: 0.186482 loss_giou: 0.237228 loss_mask: 0.433597 loss_dice: 0.471709 loss_class_aux: 16.824460 loss_bbox_aux: 1.274898 loss_giou_aux: 1.525847 loss_mask_aux: 2.727105 loss_dice_aux: 2.857001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.819938 eta: 8:15:15 batch_cost: 0.6089 data_cost: 0.0020 ips: 13.1391 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:27] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:34:27] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:34:31] ppdet.engine.callbacks INFO: Epoch: [30] [220/264] learning_rate: 0.000100 loss_class: 2.695565 loss_bbox: 0.196534 loss_giou: 0.239842 loss_mask: 0.639685 loss_dice: 0.545495 loss_class_aux: 17.021173 loss_bbox_aux: 1.301391 loss_giou_aux: 1.516807 loss_mask_aux: 3.975721 loss_dice_aux: 3.219164 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.391527 eta: 8:15:04 batch_cost: 0.5788 data_cost: 0.0019 ips: 13.8216 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:37] ppdet.engine.callbacks INFO: Epoch: [30] [230/264] learning_rate: 0.000100 loss_class: 2.727729 loss_bbox: 0.202153 loss_giou: 0.251303 loss_mask: 0.493610 loss_dice: 0.524893 loss_class_aux: 17.099910 loss_bbox_aux: 1.324879 loss_giou_aux: 1.588342 loss_mask_aux: 2.968223 loss_dice_aux: 3.175663 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.925138 eta: 8:14:52 batch_cost: 0.5616 data_cost: 0.0018 ips: 14.2448 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:43] ppdet.engine.callbacks INFO: Epoch: [30] [240/264] learning_rate: 0.000100 loss_class: 2.818705 loss_bbox: 0.182691 loss_giou: 0.243556 loss_mask: 0.542608 loss_dice: 0.512566 loss_class_aux: 17.964102 loss_bbox_aux: 1.197470 loss_giou_aux: 1.590310 loss_mask_aux: 3.388932 loss_dice_aux: 3.078766 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.951410 eta: 8:14:42 batch_cost: 0.6048 data_cost: 0.0022 ips: 13.2273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:49] ppdet.engine.callbacks INFO: Epoch: [30] [250/264] learning_rate: 0.000100 loss_class: 3.024764 loss_bbox: 0.210942 loss_giou: 0.268559 loss_mask: 0.491269 loss_dice: 0.503994 loss_class_aux: 18.820251 loss_bbox_aux: 1.429563 loss_giou_aux: 1.721598 loss_mask_aux: 3.302892 loss_dice_aux: 3.224577 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.778935 loss: 33.718864 eta: 8:14:31 batch_cost: 0.6005 data_cost: 0.0021 ips: 13.3227 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:34:55] ppdet.engine.callbacks INFO: Epoch: [30] [260/264] learning_rate: 0.000100 loss_class: 2.929615 loss_bbox: 0.199921 loss_giou: 0.269729 loss_mask: 0.573452 loss_dice: 0.564748 loss_class_aux: 18.123449 loss_bbox_aux: 1.312950 loss_giou_aux: 1.680786 loss_mask_aux: 3.448034 loss_dice_aux: 3.331095 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.693666 eta: 8:14:19 batch_cost: 0.5529 data_cost: 0.0024 ips: 14.4703 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:35:18] ppdet.engine.callbacks INFO: Epoch: [31] [  0/264] learning_rate: 0.000100 loss_class: 2.686625 loss_bbox: 0.187385 loss_giou: 0.237505 loss_mask: 0.512363 loss_dice: 0.484361 loss_class_aux: 17.218936 loss_bbox_aux: 1.220078 loss_giou_aux: 1.509767 loss_mask_aux: 3.042587 loss_dice_aux: 2.943425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.006200 eta: 8:15:11 batch_cost: 1.6145 data_cost: 1.0146 ips: 4.9550 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:35:30] ppdet.engine.callbacks INFO: Epoch: [31] [ 10/264] learning_rate: 0.000100 loss_class: 2.290128 loss_bbox: 0.175948 loss_giou: 0.231909 loss_mask: 0.483688 loss_dice: 0.462949 loss_class_aux: 14.402493 loss_bbox_aux: 1.148846 loss_giou_aux: 1.461699 loss_mask_aux: 2.959058 loss_dice_aux: 2.996494 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.605740 loss: 26.962111 eta: 8:15:31 batch_cost: 1.1552 data_cost: 0.2078 ips: 6.9253 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:35:36] ppdet.engine.callbacks INFO: Epoch: [31] [ 20/264] learning_rate: 0.000100 loss_class: 2.513638 loss_bbox: 0.168807 loss_giou: 0.252883 loss_mask: 0.523843 loss_dice: 0.508838 loss_class_aux: 16.270011 loss_bbox_aux: 1.147637 loss_giou_aux: 1.591418 loss_mask_aux: 3.161790 loss_dice_aux: 3.022652 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.808382 eta: 8:15:20 batch_cost: 0.5882 data_cost: 0.0026 ips: 13.6017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:35:43] ppdet.engine.callbacks INFO: Epoch: [31] [ 30/264] learning_rate: 0.000100 loss_class: 2.584950 loss_bbox: 0.205581 loss_giou: 0.247721 loss_mask: 0.535965 loss_dice: 0.490993 loss_class_aux: 16.295914 loss_bbox_aux: 1.317191 loss_giou_aux: 1.586240 loss_mask_aux: 3.068404 loss_dice_aux: 2.980202 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.339892 loss: 31.269291 eta: 8:15:11 batch_cost: 0.6126 data_cost: 0.0033 ips: 13.0594 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:35:49] ppdet.engine.callbacks INFO: Epoch: [31] [ 40/264] learning_rate: 0.000100 loss_class: 2.631777 loss_bbox: 0.197131 loss_giou: 0.235400 loss_mask: 0.567848 loss_dice: 0.527656 loss_class_aux: 17.390405 loss_bbox_aux: 1.300768 loss_giou_aux: 1.531420 loss_mask_aux: 3.172486 loss_dice_aux: 3.107994 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.590823 loss: 32.434660 eta: 8:15:02 batch_cost: 0.6266 data_cost: 0.0021 ips: 12.7667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:35:55] ppdet.engine.callbacks INFO: Epoch: [31] [ 50/264] learning_rate: 0.000100 loss_class: 2.342407 loss_bbox: 0.146175 loss_giou: 0.226100 loss_mask: 0.372624 loss_dice: 0.420255 loss_class_aux: 15.172339 loss_bbox_aux: 0.973835 loss_giou_aux: 1.414192 loss_mask_aux: 2.229739 loss_dice_aux: 2.615380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.817407 loss: 28.002760 eta: 8:14:50 batch_cost: 0.5706 data_cost: 0.0022 ips: 14.0200 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:01] ppdet.engine.callbacks INFO: Epoch: [31] [ 60/264] learning_rate: 0.000100 loss_class: 2.396316 loss_bbox: 0.171819 loss_giou: 0.273433 loss_mask: 0.508200 loss_dice: 0.473839 loss_class_aux: 15.171028 loss_bbox_aux: 1.117245 loss_giou_aux: 1.650101 loss_mask_aux: 3.115696 loss_dice_aux: 2.930525 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.898399 loss: 27.762033 eta: 8:14:39 batch_cost: 0.5831 data_cost: 0.0021 ips: 13.7203 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:07] ppdet.engine.callbacks INFO: Epoch: [31] [ 70/264] learning_rate: 0.000100 loss_class: 2.632582 loss_bbox: 0.215760 loss_giou: 0.261225 loss_mask: 0.612430 loss_dice: 0.521643 loss_class_aux: 17.096717 loss_bbox_aux: 1.385580 loss_giou_aux: 1.634333 loss_mask_aux: 3.819838 loss_dice_aux: 3.150769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.899500 eta: 8:14:27 batch_cost: 0.5681 data_cost: 0.0023 ips: 14.0832 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:13] ppdet.engine.callbacks INFO: Epoch: [31] [ 80/264] learning_rate: 0.000100 loss_class: 2.508620 loss_bbox: 0.181793 loss_giou: 0.234763 loss_mask: 0.497852 loss_dice: 0.515477 loss_class_aux: 15.133105 loss_bbox_aux: 1.236212 loss_giou_aux: 1.525223 loss_mask_aux: 3.144908 loss_dice_aux: 3.054924 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568663 loss: 29.699534 eta: 8:14:17 batch_cost: 0.6085 data_cost: 0.0019 ips: 13.1479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:20] ppdet.engine.callbacks INFO: Epoch: [31] [ 90/264] learning_rate: 0.000100 loss_class: 2.459797 loss_bbox: 0.172152 loss_giou: 0.260366 loss_mask: 0.462065 loss_dice: 0.558693 loss_class_aux: 16.261440 loss_bbox_aux: 1.154262 loss_giou_aux: 1.614408 loss_mask_aux: 2.672819 loss_dice_aux: 3.142776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.129562 eta: 8:14:08 batch_cost: 0.6247 data_cost: 0.0024 ips: 12.8070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:27] ppdet.engine.callbacks INFO: Epoch: [31] [100/264] learning_rate: 0.000100 loss_class: 2.566703 loss_bbox: 0.182582 loss_giou: 0.253246 loss_mask: 0.547987 loss_dice: 0.509410 loss_class_aux: 15.997009 loss_bbox_aux: 1.225671 loss_giou_aux: 1.624614 loss_mask_aux: 3.191024 loss_dice_aux: 3.082243 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557019 loss: 30.555688 eta: 8:13:59 batch_cost: 0.6115 data_cost: 0.0022 ips: 13.0828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:33] ppdet.engine.callbacks INFO: Epoch: [31] [110/264] learning_rate: 0.000100 loss_class: 2.628253 loss_bbox: 0.162955 loss_giou: 0.245603 loss_mask: 0.437856 loss_dice: 0.507442 loss_class_aux: 16.687993 loss_bbox_aux: 1.044872 loss_giou_aux: 1.572944 loss_mask_aux: 2.808588 loss_dice_aux: 3.105240 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.384820 eta: 8:13:50 batch_cost: 0.6307 data_cost: 0.0022 ips: 12.6852 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:39] ppdet.engine.callbacks INFO: Epoch: [31] [120/264] learning_rate: 0.000100 loss_class: 2.640902 loss_bbox: 0.174177 loss_giou: 0.249262 loss_mask: 0.541552 loss_dice: 0.518095 loss_class_aux: 17.654046 loss_bbox_aux: 1.200188 loss_giou_aux: 1.565748 loss_mask_aux: 3.230368 loss_dice_aux: 3.077265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.814795 loss: 32.339900 eta: 8:13:39 batch_cost: 0.5768 data_cost: 0.0018 ips: 13.8689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:45] ppdet.engine.callbacks INFO: Epoch: [31] [130/264] learning_rate: 0.000100 loss_class: 2.400207 loss_bbox: 0.183524 loss_giou: 0.254255 loss_mask: 0.503270 loss_dice: 0.497964 loss_class_aux: 15.139809 loss_bbox_aux: 1.178093 loss_giou_aux: 1.542396 loss_mask_aux: 3.020234 loss_dice_aux: 3.006425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.328075 eta: 8:13:27 batch_cost: 0.5608 data_cost: 0.0020 ips: 14.2656 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:51] ppdet.engine.callbacks INFO: Epoch: [31] [140/264] learning_rate: 0.000100 loss_class: 2.558555 loss_bbox: 0.169128 loss_giou: 0.265080 loss_mask: 0.449493 loss_dice: 0.530466 loss_class_aux: 16.319613 loss_bbox_aux: 1.089002 loss_giou_aux: 1.684821 loss_mask_aux: 2.740026 loss_dice_aux: 3.185007 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.554019 eta: 8:13:17 batch_cost: 0.6100 data_cost: 0.0025 ips: 13.1147 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:36:58] ppdet.engine.callbacks INFO: Epoch: [31] [150/264] learning_rate: 0.000100 loss_class: 2.377627 loss_bbox: 0.171795 loss_giou: 0.253050 loss_mask: 0.479161 loss_dice: 0.496589 loss_class_aux: 15.176002 loss_bbox_aux: 1.091950 loss_giou_aux: 1.585703 loss_mask_aux: 3.114740 loss_dice_aux: 2.981306 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.464611 eta: 8:13:06 batch_cost: 0.5873 data_cost: 0.0040 ips: 13.6228 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:04] ppdet.engine.callbacks INFO: Epoch: [31] [160/264] learning_rate: 0.000100 loss_class: 2.648974 loss_bbox: 0.179536 loss_giou: 0.267822 loss_mask: 0.478564 loss_dice: 0.510631 loss_class_aux: 16.461599 loss_bbox_aux: 1.193605 loss_giou_aux: 1.735494 loss_mask_aux: 2.921161 loss_dice_aux: 3.103032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.221307 eta: 8:12:58 batch_cost: 0.6388 data_cost: 0.0025 ips: 12.5241 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:11] ppdet.engine.callbacks INFO: Epoch: [31] [170/264] learning_rate: 0.000100 loss_class: 2.716650 loss_bbox: 0.196911 loss_giou: 0.252254 loss_mask: 0.501667 loss_dice: 0.543915 loss_class_aux: 17.773261 loss_bbox_aux: 1.293472 loss_giou_aux: 1.640208 loss_mask_aux: 3.080311 loss_dice_aux: 3.269045 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.372321 loss: 31.871043 eta: 8:12:49 batch_cost: 0.6267 data_cost: 0.0027 ips: 12.7650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:17] ppdet.engine.callbacks INFO: Epoch: [31] [180/264] learning_rate: 0.000100 loss_class: 2.728001 loss_bbox: 0.187519 loss_giou: 0.255569 loss_mask: 0.448151 loss_dice: 0.538350 loss_class_aux: 16.964582 loss_bbox_aux: 1.226088 loss_giou_aux: 1.642356 loss_mask_aux: 2.812125 loss_dice_aux: 3.253143 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.949918 loss: 31.734438 eta: 8:12:37 batch_cost: 0.5650 data_cost: 0.0019 ips: 14.1597 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:23] ppdet.engine.callbacks INFO: Epoch: [31] [190/264] learning_rate: 0.000100 loss_class: 2.443279 loss_bbox: 0.214246 loss_giou: 0.241167 loss_mask: 0.521051 loss_dice: 0.478394 loss_class_aux: 15.757845 loss_bbox_aux: 1.383911 loss_giou_aux: 1.542998 loss_mask_aux: 3.059625 loss_dice_aux: 2.927634 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.650391 eta: 8:12:26 batch_cost: 0.5766 data_cost: 0.0020 ips: 13.8744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:29] ppdet.engine.callbacks INFO: Epoch: [31] [200/264] learning_rate: 0.000100 loss_class: 2.513827 loss_bbox: 0.206133 loss_giou: 0.241708 loss_mask: 0.554127 loss_dice: 0.466288 loss_class_aux: 16.547615 loss_bbox_aux: 1.356991 loss_giou_aux: 1.539597 loss_mask_aux: 3.336887 loss_dice_aux: 2.854482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.605343 eta: 8:12:16 batch_cost: 0.5946 data_cost: 0.0022 ips: 13.4553 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:32] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:37:32] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:37:36] ppdet.engine.callbacks INFO: Epoch: [31] [210/264] learning_rate: 0.000100 loss_class: 2.429795 loss_bbox: 0.164615 loss_giou: 0.246653 loss_mask: 0.408495 loss_dice: 0.463508 loss_class_aux: 15.687904 loss_bbox_aux: 1.046296 loss_giou_aux: 1.577603 loss_mask_aux: 2.468101 loss_dice_aux: 2.791957 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.167078 eta: 8:12:08 batch_cost: 0.6461 data_cost: 0.0022 ips: 12.3822 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:42] ppdet.engine.callbacks INFO: Epoch: [31] [220/264] learning_rate: 0.000100 loss_class: 2.538348 loss_bbox: 0.184203 loss_giou: 0.233840 loss_mask: 0.593229 loss_dice: 0.484011 loss_class_aux: 15.340819 loss_bbox_aux: 1.241828 loss_giou_aux: 1.505780 loss_mask_aux: 3.562159 loss_dice_aux: 2.961565 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.875712 eta: 8:11:55 batch_cost: 0.5381 data_cost: 0.0020 ips: 14.8662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:47] ppdet.engine.callbacks INFO: Epoch: [31] [230/264] learning_rate: 0.000100 loss_class: 2.868874 loss_bbox: 0.220664 loss_giou: 0.269339 loss_mask: 0.606560 loss_dice: 0.556636 loss_class_aux: 19.144135 loss_bbox_aux: 1.414464 loss_giou_aux: 1.695391 loss_mask_aux: 3.611282 loss_dice_aux: 3.423593 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.390820 eta: 8:11:42 batch_cost: 0.5573 data_cost: 0.0017 ips: 14.3551 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:53] ppdet.engine.callbacks INFO: Epoch: [31] [240/264] learning_rate: 0.000100 loss_class: 2.512687 loss_bbox: 0.178090 loss_giou: 0.255631 loss_mask: 0.551030 loss_dice: 0.493094 loss_class_aux: 15.749843 loss_bbox_aux: 1.185463 loss_giou_aux: 1.610824 loss_mask_aux: 3.381856 loss_dice_aux: 3.091408 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.912566 eta: 8:11:29 batch_cost: 0.5422 data_cost: 0.0015 ips: 14.7554 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:37:59] ppdet.engine.callbacks INFO: Epoch: [31] [250/264] learning_rate: 0.000100 loss_class: 2.730322 loss_bbox: 0.219747 loss_giou: 0.267096 loss_mask: 0.606383 loss_dice: 0.540266 loss_class_aux: 17.468349 loss_bbox_aux: 1.400321 loss_giou_aux: 1.672257 loss_mask_aux: 3.556932 loss_dice_aux: 3.190480 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483415 loss: 34.367847 eta: 8:11:19 batch_cost: 0.5869 data_cost: 0.0014 ips: 13.6299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:38:05] ppdet.engine.callbacks INFO: Epoch: [31] [260/264] learning_rate: 0.000100 loss_class: 2.459217 loss_bbox: 0.158670 loss_giou: 0.228716 loss_mask: 0.431887 loss_dice: 0.465615 loss_class_aux: 15.559070 loss_bbox_aux: 1.072370 loss_giou_aux: 1.535033 loss_mask_aux: 2.652362 loss_dice_aux: 2.776944 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.884927 loss: 28.581462 eta: 8:11:05 batch_cost: 0.5340 data_cost: 0.0014 ips: 14.9804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:38:23] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:38:23] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:38:29] ppdet.engine.callbacks INFO: Epoch: [32] [  0/264] learning_rate: 0.000100 loss_class: 2.581354 loss_bbox: 0.156862 loss_giou: 0.223137 loss_mask: 0.448602 loss_dice: 0.450596 loss_class_aux: 16.308914 loss_bbox_aux: 1.050932 loss_giou_aux: 1.503303 loss_mask_aux: 2.737324 loss_dice_aux: 2.753778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.162268 loss: 29.245433 eta: 8:12:04 batch_cost: 1.7637 data_cost: 1.1577 ips: 4.5359 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:38:39] ppdet.engine.callbacks INFO: Epoch: [32] [ 10/264] learning_rate: 0.000100 loss_class: 2.471233 loss_bbox: 0.150244 loss_giou: 0.229211 loss_mask: 0.402020 loss_dice: 0.463782 loss_class_aux: 15.796492 loss_bbox_aux: 1.060891 loss_giou_aux: 1.481211 loss_mask_aux: 2.502834 loss_dice_aux: 2.765948 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.432002 loss: 28.022486 eta: 8:12:13 batch_cost: 0.9647 data_cost: 0.0025 ips: 8.2928 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:38:46] ppdet.engine.callbacks INFO: Epoch: [32] [ 20/264] learning_rate: 0.000100 loss_class: 2.614549 loss_bbox: 0.212734 loss_giou: 0.266149 loss_mask: 0.523181 loss_dice: 0.534418 loss_class_aux: 16.576089 loss_bbox_aux: 1.312979 loss_giou_aux: 1.668036 loss_mask_aux: 3.223517 loss_dice_aux: 3.125876 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.177800 eta: 8:12:06 batch_cost: 0.6667 data_cost: 0.0023 ips: 11.9986 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:38:53] ppdet.engine.callbacks INFO: Epoch: [32] [ 30/264] learning_rate: 0.000100 loss_class: 2.607447 loss_bbox: 0.231159 loss_giou: 0.253839 loss_mask: 0.543861 loss_dice: 0.548502 loss_class_aux: 16.232933 loss_bbox_aux: 1.496832 loss_giou_aux: 1.654548 loss_mask_aux: 3.348561 loss_dice_aux: 3.232180 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.486909 eta: 8:11:59 batch_cost: 0.6522 data_cost: 0.0035 ips: 12.2666 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:38:59] ppdet.engine.callbacks INFO: Epoch: [32] [ 40/264] learning_rate: 0.000100 loss_class: 2.543225 loss_bbox: 0.174620 loss_giou: 0.229515 loss_mask: 0.460316 loss_dice: 0.468096 loss_class_aux: 15.781980 loss_bbox_aux: 1.171975 loss_giou_aux: 1.473646 loss_mask_aux: 2.812879 loss_dice_aux: 2.850174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.614318 loss: 29.759341 eta: 8:11:48 batch_cost: 0.5840 data_cost: 0.0026 ips: 13.6981 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:06] ppdet.engine.callbacks INFO: Epoch: [32] [ 50/264] learning_rate: 0.000100 loss_class: 2.644545 loss_bbox: 0.167793 loss_giou: 0.255422 loss_mask: 0.421068 loss_dice: 0.448546 loss_class_aux: 16.666277 loss_bbox_aux: 1.109969 loss_giou_aux: 1.557016 loss_mask_aux: 2.613579 loss_dice_aux: 2.751144 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.738947 loss: 32.515528 eta: 8:11:38 batch_cost: 0.6007 data_cost: 0.0021 ips: 13.3185 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:12] ppdet.engine.callbacks INFO: Epoch: [32] [ 60/264] learning_rate: 0.000100 loss_class: 2.301699 loss_bbox: 0.183901 loss_giou: 0.243331 loss_mask: 0.489194 loss_dice: 0.470779 loss_class_aux: 14.587698 loss_bbox_aux: 1.163656 loss_giou_aux: 1.528419 loss_mask_aux: 2.874777 loss_dice_aux: 2.752895 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.280359 loss: 27.705804 eta: 8:11:29 batch_cost: 0.6204 data_cost: 0.0021 ips: 12.8947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:19] ppdet.engine.callbacks INFO: Epoch: [32] [ 70/264] learning_rate: 0.000100 loss_class: 2.482792 loss_bbox: 0.198109 loss_giou: 0.260611 loss_mask: 0.528958 loss_dice: 0.509553 loss_class_aux: 15.449399 loss_bbox_aux: 1.250792 loss_giou_aux: 1.642203 loss_mask_aux: 3.153235 loss_dice_aux: 3.078568 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.897449 eta: 8:11:20 batch_cost: 0.6179 data_cost: 0.0022 ips: 12.9481 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:25] ppdet.engine.callbacks INFO: Epoch: [32] [ 80/264] learning_rate: 0.000100 loss_class: 2.640397 loss_bbox: 0.178237 loss_giou: 0.243633 loss_mask: 0.556612 loss_dice: 0.521049 loss_class_aux: 16.746402 loss_bbox_aux: 1.175832 loss_giou_aux: 1.563381 loss_mask_aux: 3.322064 loss_dice_aux: 3.048162 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.797586 loss: 30.478704 eta: 8:11:08 batch_cost: 0.5694 data_cost: 0.0019 ips: 14.0500 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:31] ppdet.engine.callbacks INFO: Epoch: [32] [ 90/264] learning_rate: 0.000100 loss_class: 2.739056 loss_bbox: 0.165322 loss_giou: 0.248448 loss_mask: 0.444206 loss_dice: 0.481794 loss_class_aux: 16.623549 loss_bbox_aux: 1.113610 loss_giou_aux: 1.593839 loss_mask_aux: 2.699209 loss_dice_aux: 2.933091 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.766969 eta: 8:10:59 batch_cost: 0.6161 data_cost: 0.0020 ips: 12.9846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:38] ppdet.engine.callbacks INFO: Epoch: [32] [100/264] learning_rate: 0.000100 loss_class: 2.481043 loss_bbox: 0.154480 loss_giou: 0.227969 loss_mask: 0.409809 loss_dice: 0.475623 loss_class_aux: 15.649319 loss_bbox_aux: 1.031544 loss_giou_aux: 1.486087 loss_mask_aux: 2.493410 loss_dice_aux: 2.879088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.591840 eta: 8:10:49 batch_cost: 0.6023 data_cost: 0.0020 ips: 13.2823 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:44] ppdet.engine.callbacks INFO: Epoch: [32] [110/264] learning_rate: 0.000100 loss_class: 2.442227 loss_bbox: 0.192841 loss_giou: 0.231857 loss_mask: 0.488363 loss_dice: 0.498418 loss_class_aux: 15.549341 loss_bbox_aux: 1.231778 loss_giou_aux: 1.453508 loss_mask_aux: 2.981552 loss_dice_aux: 3.098573 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.458054 loss: 30.425589 eta: 8:10:38 batch_cost: 0.5840 data_cost: 0.0022 ips: 13.6993 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:50] ppdet.engine.callbacks INFO: Epoch: [32] [120/264] learning_rate: 0.000100 loss_class: 2.494488 loss_bbox: 0.151345 loss_giou: 0.280025 loss_mask: 0.397573 loss_dice: 0.486093 loss_class_aux: 15.236766 loss_bbox_aux: 0.954623 loss_giou_aux: 1.759034 loss_mask_aux: 2.404211 loss_dice_aux: 2.983190 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.031051 loss: 28.030755 eta: 8:10:29 batch_cost: 0.6114 data_cost: 0.0020 ips: 13.0853 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:39:57] ppdet.engine.callbacks INFO: Epoch: [32] [130/264] learning_rate: 0.000100 loss_class: 2.669648 loss_bbox: 0.183495 loss_giou: 0.221558 loss_mask: 0.514485 loss_dice: 0.510609 loss_class_aux: 17.122937 loss_bbox_aux: 1.200103 loss_giou_aux: 1.453038 loss_mask_aux: 3.278128 loss_dice_aux: 3.163980 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.941850 eta: 8:10:21 batch_cost: 0.6507 data_cost: 0.0022 ips: 12.2945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:04] ppdet.engine.callbacks INFO: Epoch: [32] [140/264] learning_rate: 0.000100 loss_class: 2.746518 loss_bbox: 0.187192 loss_giou: 0.231084 loss_mask: 0.533682 loss_dice: 0.441420 loss_class_aux: 18.396585 loss_bbox_aux: 1.193627 loss_giou_aux: 1.501544 loss_mask_aux: 3.200695 loss_dice_aux: 2.708915 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.880754 eta: 8:10:13 batch_cost: 0.6346 data_cost: 0.0023 ips: 12.6063 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:10] ppdet.engine.callbacks INFO: Epoch: [32] [150/264] learning_rate: 0.000100 loss_class: 2.527691 loss_bbox: 0.189880 loss_giou: 0.253947 loss_mask: 0.542225 loss_dice: 0.511163 loss_class_aux: 16.145278 loss_bbox_aux: 1.227716 loss_giou_aux: 1.616890 loss_mask_aux: 3.202888 loss_dice_aux: 3.059622 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.655752 eta: 8:10:01 batch_cost: 0.5714 data_cost: 0.0021 ips: 14.0006 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:16] ppdet.engine.callbacks INFO: Epoch: [32] [160/264] learning_rate: 0.000100 loss_class: 2.876129 loss_bbox: 0.224607 loss_giou: 0.278776 loss_mask: 0.592776 loss_dice: 0.602519 loss_class_aux: 18.597590 loss_bbox_aux: 1.392687 loss_giou_aux: 1.694506 loss_mask_aux: 3.546485 loss_dice_aux: 3.507059 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 34.263845 eta: 8:09:53 batch_cost: 0.6246 data_cost: 0.0035 ips: 12.8090 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:23] ppdet.engine.callbacks INFO: Epoch: [32] [170/264] learning_rate: 0.000100 loss_class: 2.848165 loss_bbox: 0.190974 loss_giou: 0.259517 loss_mask: 0.573414 loss_dice: 0.504211 loss_class_aux: 18.283173 loss_bbox_aux: 1.259601 loss_giou_aux: 1.697932 loss_mask_aux: 3.466417 loss_dice_aux: 3.140304 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.916414 eta: 8:09:44 batch_cost: 0.6268 data_cost: 0.0028 ips: 12.7623 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:29] ppdet.engine.callbacks INFO: Epoch: [32] [180/264] learning_rate: 0.000100 loss_class: 2.763151 loss_bbox: 0.169378 loss_giou: 0.272684 loss_mask: 0.395392 loss_dice: 0.482011 loss_class_aux: 17.302916 loss_bbox_aux: 1.145372 loss_giou_aux: 1.740013 loss_mask_aux: 2.388403 loss_dice_aux: 2.968856 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.650873 loss: 31.191674 eta: 8:09:36 batch_cost: 0.6288 data_cost: 0.0020 ips: 12.7235 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:35] ppdet.engine.callbacks INFO: Epoch: [32] [190/264] learning_rate: 0.000100 loss_class: 2.469568 loss_bbox: 0.169507 loss_giou: 0.224175 loss_mask: 0.527810 loss_dice: 0.471492 loss_class_aux: 15.644507 loss_bbox_aux: 1.110474 loss_giou_aux: 1.454212 loss_mask_aux: 3.172348 loss_dice_aux: 2.830975 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.346291 eta: 8:09:25 batch_cost: 0.5935 data_cost: 0.0021 ips: 13.4790 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:42] ppdet.engine.callbacks INFO: Epoch: [32] [200/264] learning_rate: 0.000100 loss_class: 2.329286 loss_bbox: 0.160152 loss_giou: 0.233874 loss_mask: 0.474957 loss_dice: 0.467839 loss_class_aux: 15.362274 loss_bbox_aux: 1.027185 loss_giou_aux: 1.476147 loss_mask_aux: 2.839099 loss_dice_aux: 2.819465 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.889826 loss: 29.067624 eta: 8:09:15 batch_cost: 0.5969 data_cost: 0.0022 ips: 13.4017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:48] ppdet.engine.callbacks INFO: Epoch: [32] [210/264] learning_rate: 0.000100 loss_class: 2.484896 loss_bbox: 0.163675 loss_giou: 0.259524 loss_mask: 0.428802 loss_dice: 0.485552 loss_class_aux: 15.280487 loss_bbox_aux: 1.099729 loss_giou_aux: 1.626759 loss_mask_aux: 2.858904 loss_dice_aux: 2.910362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.682611 loss: 31.545528 eta: 8:09:04 batch_cost: 0.5755 data_cost: 0.0022 ips: 13.9018 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:40:54] ppdet.engine.callbacks INFO: Epoch: [32] [220/264] learning_rate: 0.000100 loss_class: 2.236512 loss_bbox: 0.172086 loss_giou: 0.256427 loss_mask: 0.393353 loss_dice: 0.482658 loss_class_aux: 14.266526 loss_bbox_aux: 1.097402 loss_giou_aux: 1.674589 loss_mask_aux: 2.511769 loss_dice_aux: 3.008000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.885164 loss: 27.307052 eta: 8:08:53 batch_cost: 0.5801 data_cost: 0.0021 ips: 13.7915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:00] ppdet.engine.callbacks INFO: Epoch: [32] [230/264] learning_rate: 0.000100 loss_class: 2.582136 loss_bbox: 0.178260 loss_giou: 0.221457 loss_mask: 0.483502 loss_dice: 0.466513 loss_class_aux: 16.013133 loss_bbox_aux: 1.204528 loss_giou_aux: 1.431606 loss_mask_aux: 3.232524 loss_dice_aux: 2.865254 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.465199 eta: 8:08:42 batch_cost: 0.5846 data_cost: 0.0015 ips: 13.6844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:06] ppdet.engine.callbacks INFO: Epoch: [32] [240/264] learning_rate: 0.000100 loss_class: 2.568528 loss_bbox: 0.167186 loss_giou: 0.236301 loss_mask: 0.502299 loss_dice: 0.490393 loss_class_aux: 16.692973 loss_bbox_aux: 1.086878 loss_giou_aux: 1.493547 loss_mask_aux: 2.971749 loss_dice_aux: 2.935418 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.006171 loss: 31.514788 eta: 8:08:31 batch_cost: 0.5755 data_cost: 0.0014 ips: 13.9000 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:12] ppdet.engine.callbacks INFO: Epoch: [32] [250/264] learning_rate: 0.000100 loss_class: 2.799884 loss_bbox: 0.211641 loss_giou: 0.269627 loss_mask: 0.607236 loss_dice: 0.540084 loss_class_aux: 17.561951 loss_bbox_aux: 1.399207 loss_giou_aux: 1.724475 loss_mask_aux: 3.567022 loss_dice_aux: 3.307192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.035664 eta: 8:08:18 batch_cost: 0.5318 data_cost: 0.0015 ips: 15.0433 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:17] ppdet.engine.callbacks INFO: Epoch: [32] [260/264] learning_rate: 0.000100 loss_class: 2.776565 loss_bbox: 0.180279 loss_giou: 0.275224 loss_mask: 0.504573 loss_dice: 0.538286 loss_class_aux: 17.341785 loss_bbox_aux: 1.165408 loss_giou_aux: 1.739341 loss_mask_aux: 3.002808 loss_dice_aux: 3.170679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.537078 loss: 33.127127 eta: 8:08:05 batch_cost: 0.5466 data_cost: 0.0015 ips: 14.6365 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:42] ppdet.engine.callbacks INFO: Epoch: [33] [  0/264] learning_rate: 0.000100 loss_class: 2.635629 loss_bbox: 0.168351 loss_giou: 0.252987 loss_mask: 0.484973 loss_dice: 0.513667 loss_class_aux: 16.962144 loss_bbox_aux: 1.107854 loss_giou_aux: 1.620470 loss_mask_aux: 2.861587 loss_dice_aux: 3.088204 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.670296 eta: 8:09:02 batch_cost: 1.7558 data_cost: 1.1474 ips: 4.5564 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:52] ppdet.engine.callbacks INFO: Epoch: [33] [ 10/264] learning_rate: 0.000100 loss_class: 2.473857 loss_bbox: 0.165445 loss_giou: 0.257822 loss_mask: 0.458480 loss_dice: 0.461316 loss_class_aux: 16.238620 loss_bbox_aux: 1.139148 loss_giou_aux: 1.674101 loss_mask_aux: 2.713263 loss_dice_aux: 2.831801 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.529863 loss: 29.503874 eta: 8:09:10 batch_cost: 0.9713 data_cost: 0.0061 ips: 8.2366 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:41:59] ppdet.engine.callbacks INFO: Epoch: [33] [ 20/264] learning_rate: 0.000100 loss_class: 2.754124 loss_bbox: 0.177927 loss_giou: 0.243070 loss_mask: 0.452794 loss_dice: 0.465174 loss_class_aux: 17.104604 loss_bbox_aux: 1.265857 loss_giou_aux: 1.574648 loss_mask_aux: 3.194824 loss_dice_aux: 2.937366 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.258492 eta: 8:09:02 batch_cost: 0.6394 data_cost: 0.0041 ips: 12.5110 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:06] ppdet.engine.callbacks INFO: Epoch: [33] [ 30/264] learning_rate: 0.000100 loss_class: 2.807166 loss_bbox: 0.186271 loss_giou: 0.270081 loss_mask: 0.557884 loss_dice: 0.506106 loss_class_aux: 17.647672 loss_bbox_aux: 1.274777 loss_giou_aux: 1.732366 loss_mask_aux: 3.449364 loss_dice_aux: 3.039585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.540195 eta: 8:08:56 batch_cost: 0.6694 data_cost: 0.0024 ips: 11.9512 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:13] ppdet.engine.callbacks INFO: Epoch: [33] [ 40/264] learning_rate: 0.000100 loss_class: 2.607407 loss_bbox: 0.200538 loss_giou: 0.241287 loss_mask: 0.535097 loss_dice: 0.549781 loss_class_aux: 16.983184 loss_bbox_aux: 1.321284 loss_giou_aux: 1.550272 loss_mask_aux: 3.343659 loss_dice_aux: 3.271237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554846 loss: 31.510716 eta: 8:08:46 batch_cost: 0.6057 data_cost: 0.0021 ips: 13.2070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:18] ppdet.engine.callbacks INFO: Epoch: [33] [ 50/264] learning_rate: 0.000100 loss_class: 2.378132 loss_bbox: 0.188595 loss_giou: 0.236761 loss_mask: 0.516741 loss_dice: 0.515809 loss_class_aux: 14.544784 loss_bbox_aux: 1.222522 loss_giou_aux: 1.496772 loss_mask_aux: 3.243966 loss_dice_aux: 3.121717 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.272944 eta: 8:08:34 batch_cost: 0.5508 data_cost: 0.0025 ips: 14.5241 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:25] ppdet.engine.callbacks INFO: Epoch: [33] [ 60/264] learning_rate: 0.000100 loss_class: 2.547044 loss_bbox: 0.179923 loss_giou: 0.262018 loss_mask: 0.471190 loss_dice: 0.494974 loss_class_aux: 16.278563 loss_bbox_aux: 1.173981 loss_giou_aux: 1.690044 loss_mask_aux: 2.822047 loss_dice_aux: 3.055946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.440943 loss: 30.974078 eta: 8:08:24 batch_cost: 0.6027 data_cost: 0.0030 ips: 13.2743 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:32] ppdet.engine.callbacks INFO: Epoch: [33] [ 70/264] learning_rate: 0.000100 loss_class: 2.458510 loss_bbox: 0.170718 loss_giou: 0.223431 loss_mask: 0.422764 loss_dice: 0.433283 loss_class_aux: 15.629436 loss_bbox_aux: 1.125330 loss_giou_aux: 1.405046 loss_mask_aux: 2.521922 loss_dice_aux: 2.579772 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.772088 eta: 8:08:16 batch_cost: 0.6416 data_cost: 0.0031 ips: 12.4691 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:38] ppdet.engine.callbacks INFO: Epoch: [33] [ 80/264] learning_rate: 0.000100 loss_class: 2.536918 loss_bbox: 0.183414 loss_giou: 0.274680 loss_mask: 0.517754 loss_dice: 0.501517 loss_class_aux: 16.037500 loss_bbox_aux: 1.172132 loss_giou_aux: 1.725636 loss_mask_aux: 2.892979 loss_dice_aux: 3.002152 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.915767 loss: 30.311936 eta: 8:08:05 batch_cost: 0.5821 data_cost: 0.0020 ips: 13.7433 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:42] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:42:42] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:42:44] ppdet.engine.callbacks INFO: Epoch: [33] [ 90/264] learning_rate: 0.000100 loss_class: 2.941151 loss_bbox: 0.201300 loss_giou: 0.270985 loss_mask: 0.584471 loss_dice: 0.583598 loss_class_aux: 18.498761 loss_bbox_aux: 1.285488 loss_giou_aux: 1.722138 loss_mask_aux: 3.374642 loss_dice_aux: 3.497729 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.648815 loss: 34.548550 eta: 8:07:55 batch_cost: 0.5993 data_cost: 0.0022 ips: 13.3492 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:50] ppdet.engine.callbacks INFO: Epoch: [33] [100/264] learning_rate: 0.000100 loss_class: 2.286647 loss_bbox: 0.160003 loss_giou: 0.218364 loss_mask: 0.410522 loss_dice: 0.469366 loss_class_aux: 14.894912 loss_bbox_aux: 1.028071 loss_giou_aux: 1.457243 loss_mask_aux: 2.448437 loss_dice_aux: 2.788034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.433982 eta: 8:07:46 batch_cost: 0.6116 data_cost: 0.0021 ips: 13.0811 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:42:57] ppdet.engine.callbacks INFO: Epoch: [33] [110/264] learning_rate: 0.000100 loss_class: 2.791235 loss_bbox: 0.204286 loss_giou: 0.272487 loss_mask: 0.574923 loss_dice: 0.578150 loss_class_aux: 17.871745 loss_bbox_aux: 1.258538 loss_giou_aux: 1.688388 loss_mask_aux: 3.396194 loss_dice_aux: 3.410378 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.099522 eta: 8:07:36 batch_cost: 0.5961 data_cost: 0.0025 ips: 13.4201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:03] ppdet.engine.callbacks INFO: Epoch: [33] [120/264] learning_rate: 0.000100 loss_class: 3.083151 loss_bbox: 0.207221 loss_giou: 0.268455 loss_mask: 0.530467 loss_dice: 0.520858 loss_class_aux: 19.251961 loss_bbox_aux: 1.345759 loss_giou_aux: 1.714286 loss_mask_aux: 3.301491 loss_dice_aux: 3.203902 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.491263 loss: 33.029900 eta: 8:07:26 batch_cost: 0.6094 data_cost: 0.0020 ips: 13.1282 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:10] ppdet.engine.callbacks INFO: Epoch: [33] [130/264] learning_rate: 0.000100 loss_class: 2.603790 loss_bbox: 0.184611 loss_giou: 0.255714 loss_mask: 0.454313 loss_dice: 0.494903 loss_class_aux: 16.594784 loss_bbox_aux: 1.185213 loss_giou_aux: 1.572478 loss_mask_aux: 2.794629 loss_dice_aux: 2.922690 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.212608 eta: 8:07:19 batch_cost: 0.6421 data_cost: 0.0026 ips: 12.4594 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:16] ppdet.engine.callbacks INFO: Epoch: [33] [140/264] learning_rate: 0.000100 loss_class: 2.505282 loss_bbox: 0.163701 loss_giou: 0.243929 loss_mask: 0.455131 loss_dice: 0.485007 loss_class_aux: 15.647542 loss_bbox_aux: 1.062726 loss_giou_aux: 1.563926 loss_mask_aux: 2.764789 loss_dice_aux: 3.033515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.946567 eta: 8:07:10 batch_cost: 0.6300 data_cost: 0.0022 ips: 12.6987 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:23] ppdet.engine.callbacks INFO: Epoch: [33] [150/264] learning_rate: 0.000100 loss_class: 2.449389 loss_bbox: 0.180467 loss_giou: 0.258937 loss_mask: 0.482319 loss_dice: 0.449547 loss_class_aux: 15.709189 loss_bbox_aux: 1.138742 loss_giou_aux: 1.632890 loss_mask_aux: 2.940920 loss_dice_aux: 2.865701 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.734108 eta: 8:07:01 batch_cost: 0.6122 data_cost: 0.0019 ips: 13.0681 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:29] ppdet.engine.callbacks INFO: Epoch: [33] [160/264] learning_rate: 0.000100 loss_class: 2.583093 loss_bbox: 0.163220 loss_giou: 0.232932 loss_mask: 0.486110 loss_dice: 0.460559 loss_class_aux: 16.866729 loss_bbox_aux: 1.097720 loss_giou_aux: 1.502977 loss_mask_aux: 2.994110 loss_dice_aux: 2.859939 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.442839 eta: 8:06:52 batch_cost: 0.6199 data_cost: 0.0021 ips: 12.9047 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:36] ppdet.engine.callbacks INFO: Epoch: [33] [170/264] learning_rate: 0.000100 loss_class: 2.395391 loss_bbox: 0.155823 loss_giou: 0.229409 loss_mask: 0.436086 loss_dice: 0.459855 loss_class_aux: 14.823154 loss_bbox_aux: 1.022934 loss_giou_aux: 1.438035 loss_mask_aux: 2.518185 loss_dice_aux: 2.776319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.857356 loss: 27.479560 eta: 8:06:43 batch_cost: 0.6207 data_cost: 0.0020 ips: 12.8886 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:42] ppdet.engine.callbacks INFO: Epoch: [33] [180/264] learning_rate: 0.000100 loss_class: 2.639057 loss_bbox: 0.183728 loss_giou: 0.236288 loss_mask: 0.575291 loss_dice: 0.509329 loss_class_aux: 16.188937 loss_bbox_aux: 1.234674 loss_giou_aux: 1.557638 loss_mask_aux: 3.452294 loss_dice_aux: 3.070978 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.014240 eta: 8:06:32 batch_cost: 0.5792 data_cost: 0.0020 ips: 13.8121 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:48] ppdet.engine.callbacks INFO: Epoch: [33] [190/264] learning_rate: 0.000100 loss_class: 2.818147 loss_bbox: 0.194559 loss_giou: 0.261885 loss_mask: 0.625693 loss_dice: 0.543759 loss_class_aux: 17.914547 loss_bbox_aux: 1.321653 loss_giou_aux: 1.716028 loss_mask_aux: 3.803478 loss_dice_aux: 3.239555 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.174160 eta: 8:06:25 batch_cost: 0.6427 data_cost: 0.0020 ips: 12.4475 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:43:55] ppdet.engine.callbacks INFO: Epoch: [33] [200/264] learning_rate: 0.000100 loss_class: 2.558317 loss_bbox: 0.171485 loss_giou: 0.249299 loss_mask: 0.442522 loss_dice: 0.527080 loss_class_aux: 16.182350 loss_bbox_aux: 1.135755 loss_giou_aux: 1.602229 loss_mask_aux: 2.734782 loss_dice_aux: 3.133931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.151129 eta: 8:06:15 batch_cost: 0.5976 data_cost: 0.0020 ips: 13.3871 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:01] ppdet.engine.callbacks INFO: Epoch: [33] [210/264] learning_rate: 0.000100 loss_class: 2.410912 loss_bbox: 0.174805 loss_giou: 0.269567 loss_mask: 0.427959 loss_dice: 0.502979 loss_class_aux: 15.365537 loss_bbox_aux: 1.150362 loss_giou_aux: 1.649236 loss_mask_aux: 2.628125 loss_dice_aux: 3.017532 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.447425 loss: 29.437016 eta: 8:06:06 batch_cost: 0.6201 data_cost: 0.0024 ips: 12.9007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:07] ppdet.engine.callbacks INFO: Epoch: [33] [220/264] learning_rate: 0.000100 loss_class: 2.566775 loss_bbox: 0.173697 loss_giou: 0.251122 loss_mask: 0.487127 loss_dice: 0.492321 loss_class_aux: 16.393467 loss_bbox_aux: 1.193260 loss_giou_aux: 1.671971 loss_mask_aux: 3.115637 loss_dice_aux: 3.112509 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.220694 eta: 8:05:55 batch_cost: 0.5854 data_cost: 0.0018 ips: 13.6660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:14] ppdet.engine.callbacks INFO: Epoch: [33] [230/264] learning_rate: 0.000100 loss_class: 2.554804 loss_bbox: 0.206603 loss_giou: 0.256662 loss_mask: 0.522028 loss_dice: 0.496211 loss_class_aux: 16.045369 loss_bbox_aux: 1.344303 loss_giou_aux: 1.631464 loss_mask_aux: 3.104525 loss_dice_aux: 2.988915 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496384 loss: 30.427330 eta: 8:05:47 batch_cost: 0.6226 data_cost: 0.0016 ips: 12.8491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:20] ppdet.engine.callbacks INFO: Epoch: [33] [240/264] learning_rate: 0.000100 loss_class: 2.636501 loss_bbox: 0.172252 loss_giou: 0.248838 loss_mask: 0.414094 loss_dice: 0.453045 loss_class_aux: 16.484859 loss_bbox_aux: 1.163272 loss_giou_aux: 1.583698 loss_mask_aux: 2.462579 loss_dice_aux: 2.873230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.797919 eta: 8:05:37 batch_cost: 0.6021 data_cost: 0.0015 ips: 13.2859 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:26] ppdet.engine.callbacks INFO: Epoch: [33] [250/264] learning_rate: 0.000100 loss_class: 2.751311 loss_bbox: 0.188458 loss_giou: 0.250144 loss_mask: 0.538461 loss_dice: 0.518814 loss_class_aux: 17.492945 loss_bbox_aux: 1.256584 loss_giou_aux: 1.587971 loss_mask_aux: 3.184332 loss_dice_aux: 3.164601 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.497701 loss: 31.868265 eta: 8:05:27 batch_cost: 0.5895 data_cost: 0.0015 ips: 13.5698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:32] ppdet.engine.callbacks INFO: Epoch: [33] [260/264] learning_rate: 0.000100 loss_class: 2.472189 loss_bbox: 0.188719 loss_giou: 0.239965 loss_mask: 0.536500 loss_dice: 0.456928 loss_class_aux: 16.195088 loss_bbox_aux: 1.248650 loss_giou_aux: 1.520414 loss_mask_aux: 3.303917 loss_dice_aux: 2.827337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.269278 eta: 8:05:16 batch_cost: 0.5885 data_cost: 0.0014 ips: 13.5931 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:44:58] ppdet.engine.callbacks INFO: Epoch: [34] [  0/264] learning_rate: 0.000100 loss_class: 2.472189 loss_bbox: 0.178626 loss_giou: 0.255044 loss_mask: 0.553301 loss_dice: 0.486206 loss_class_aux: 15.834157 loss_bbox_aux: 1.200540 loss_giou_aux: 1.593528 loss_mask_aux: 3.303917 loss_dice_aux: 2.932084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.819360 loss: 30.269278 eta: 8:06:13 batch_cost: 1.8314 data_cost: 1.1791 ips: 4.3681 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:09] ppdet.engine.callbacks INFO: Epoch: [34] [ 10/264] learning_rate: 0.000100 loss_class: 2.099004 loss_bbox: 0.149862 loss_giou: 0.196397 loss_mask: 0.434240 loss_dice: 0.426873 loss_class_aux: 13.224553 loss_bbox_aux: 0.990335 loss_giou_aux: 1.284287 loss_mask_aux: 2.649291 loss_dice_aux: 2.523012 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.984185 eta: 8:06:24 batch_cost: 1.0315 data_cost: 0.1307 ips: 7.7554 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:16] ppdet.engine.callbacks INFO: Epoch: [34] [ 20/264] learning_rate: 0.000100 loss_class: 2.583683 loss_bbox: 0.177259 loss_giou: 0.249761 loss_mask: 0.501693 loss_dice: 0.497527 loss_class_aux: 16.355294 loss_bbox_aux: 1.139404 loss_giou_aux: 1.532205 loss_mask_aux: 2.941836 loss_dice_aux: 2.857662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.020226 eta: 8:06:16 batch_cost: 0.6283 data_cost: 0.0024 ips: 12.7325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:17] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:45:17] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:45:22] ppdet.engine.callbacks INFO: Epoch: [34] [ 30/264] learning_rate: 0.000100 loss_class: 2.402654 loss_bbox: 0.179646 loss_giou: 0.246750 loss_mask: 0.528536 loss_dice: 0.479210 loss_class_aux: 15.409813 loss_bbox_aux: 1.180185 loss_giou_aux: 1.559929 loss_mask_aux: 3.213966 loss_dice_aux: 2.884398 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.405279 eta: 8:06:06 batch_cost: 0.6062 data_cost: 0.0031 ips: 13.1973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:28] ppdet.engine.callbacks INFO: Epoch: [34] [ 40/264] learning_rate: 0.000100 loss_class: 2.475039 loss_bbox: 0.190927 loss_giou: 0.244809 loss_mask: 0.491388 loss_dice: 0.481379 loss_class_aux: 16.097929 loss_bbox_aux: 1.205613 loss_giou_aux: 1.608737 loss_mask_aux: 3.120955 loss_dice_aux: 2.958908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.669470 eta: 8:05:56 batch_cost: 0.5928 data_cost: 0.0021 ips: 13.4951 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:35] ppdet.engine.callbacks INFO: Epoch: [34] [ 50/264] learning_rate: 0.000100 loss_class: 2.289510 loss_bbox: 0.166254 loss_giou: 0.242515 loss_mask: 0.459334 loss_dice: 0.462685 loss_class_aux: 14.695890 loss_bbox_aux: 1.097679 loss_giou_aux: 1.562174 loss_mask_aux: 2.676966 loss_dice_aux: 2.781998 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.767834 loss: 26.878877 eta: 8:05:47 batch_cost: 0.6114 data_cost: 0.0025 ips: 13.0842 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:41] ppdet.engine.callbacks INFO: Epoch: [34] [ 60/264] learning_rate: 0.000100 loss_class: 2.745500 loss_bbox: 0.172772 loss_giou: 0.251617 loss_mask: 0.524314 loss_dice: 0.511349 loss_class_aux: 17.287998 loss_bbox_aux: 1.168618 loss_giou_aux: 1.621932 loss_mask_aux: 3.305839 loss_dice_aux: 2.998098 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.449190 eta: 8:05:36 batch_cost: 0.5806 data_cost: 0.0022 ips: 13.7788 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:47] ppdet.engine.callbacks INFO: Epoch: [34] [ 70/264] learning_rate: 0.000100 loss_class: 2.660191 loss_bbox: 0.225702 loss_giou: 0.249571 loss_mask: 0.645914 loss_dice: 0.528591 loss_class_aux: 16.429977 loss_bbox_aux: 1.499376 loss_giou_aux: 1.601132 loss_mask_aux: 4.010175 loss_dice_aux: 3.176777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.087700 eta: 8:05:25 batch_cost: 0.5877 data_cost: 0.0023 ips: 13.6125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:53] ppdet.engine.callbacks INFO: Epoch: [34] [ 80/264] learning_rate: 0.000100 loss_class: 2.441410 loss_bbox: 0.164973 loss_giou: 0.217839 loss_mask: 0.485713 loss_dice: 0.493058 loss_class_aux: 15.179933 loss_bbox_aux: 1.164046 loss_giou_aux: 1.460423 loss_mask_aux: 3.069695 loss_dice_aux: 2.994128 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.628073 eta: 8:05:14 batch_cost: 0.5731 data_cost: 0.0018 ips: 13.9590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:45:59] ppdet.engine.callbacks INFO: Epoch: [34] [ 90/264] learning_rate: 0.000100 loss_class: 2.570966 loss_bbox: 0.172174 loss_giou: 0.239459 loss_mask: 0.480294 loss_dice: 0.460423 loss_class_aux: 16.186700 loss_bbox_aux: 1.110716 loss_giou_aux: 1.520154 loss_mask_aux: 2.953290 loss_dice_aux: 2.879135 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.291787 eta: 8:05:03 batch_cost: 0.5583 data_cost: 0.0018 ips: 14.3304 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:05] ppdet.engine.callbacks INFO: Epoch: [34] [100/264] learning_rate: 0.000100 loss_class: 2.605095 loss_bbox: 0.205755 loss_giou: 0.258181 loss_mask: 0.562199 loss_dice: 0.556587 loss_class_aux: 16.581587 loss_bbox_aux: 1.335456 loss_giou_aux: 1.638097 loss_mask_aux: 3.434326 loss_dice_aux: 3.317390 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.545322 eta: 8:04:53 batch_cost: 0.6060 data_cost: 0.0021 ips: 13.2015 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:11] ppdet.engine.callbacks INFO: Epoch: [34] [110/264] learning_rate: 0.000100 loss_class: 2.484083 loss_bbox: 0.193225 loss_giou: 0.254147 loss_mask: 0.546613 loss_dice: 0.531599 loss_class_aux: 15.849837 loss_bbox_aux: 1.255590 loss_giou_aux: 1.618066 loss_mask_aux: 3.210972 loss_dice_aux: 3.316999 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.931322 eta: 8:04:43 batch_cost: 0.5914 data_cost: 0.0035 ips: 13.5278 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:18] ppdet.engine.callbacks INFO: Epoch: [34] [120/264] learning_rate: 0.000100 loss_class: 2.455779 loss_bbox: 0.200293 loss_giou: 0.275989 loss_mask: 0.540433 loss_dice: 0.514784 loss_class_aux: 15.917478 loss_bbox_aux: 1.243026 loss_giou_aux: 1.700384 loss_mask_aux: 3.255914 loss_dice_aux: 3.109666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.001427 loss: 29.816926 eta: 8:04:32 batch_cost: 0.5802 data_cost: 0.0019 ips: 13.7886 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:24] ppdet.engine.callbacks INFO: Epoch: [34] [130/264] learning_rate: 0.000100 loss_class: 2.767965 loss_bbox: 0.227156 loss_giou: 0.269871 loss_mask: 0.582430 loss_dice: 0.561830 loss_class_aux: 17.621429 loss_bbox_aux: 1.486933 loss_giou_aux: 1.735035 loss_mask_aux: 3.614069 loss_dice_aux: 3.412385 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.563326 eta: 8:04:22 batch_cost: 0.5913 data_cost: 0.0019 ips: 13.5289 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:30] ppdet.engine.callbacks INFO: Epoch: [34] [140/264] learning_rate: 0.000100 loss_class: 2.600991 loss_bbox: 0.160552 loss_giou: 0.248271 loss_mask: 0.460842 loss_dice: 0.465556 loss_class_aux: 16.288536 loss_bbox_aux: 1.088889 loss_giou_aux: 1.549857 loss_mask_aux: 2.735709 loss_dice_aux: 2.760522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.605792 loss: 29.043181 eta: 8:04:10 batch_cost: 0.5547 data_cost: 0.0024 ips: 14.4222 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:37] ppdet.engine.callbacks INFO: Epoch: [34] [150/264] learning_rate: 0.000100 loss_class: 2.593429 loss_bbox: 0.225827 loss_giou: 0.252759 loss_mask: 0.652631 loss_dice: 0.529603 loss_class_aux: 16.166174 loss_bbox_aux: 1.487404 loss_giou_aux: 1.650697 loss_mask_aux: 3.981529 loss_dice_aux: 3.197199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.022883 eta: 8:04:03 batch_cost: 0.6534 data_cost: 0.0025 ips: 12.2431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:43] ppdet.engine.callbacks INFO: Epoch: [34] [160/264] learning_rate: 0.000100 loss_class: 2.700960 loss_bbox: 0.175571 loss_giou: 0.251400 loss_mask: 0.498946 loss_dice: 0.515520 loss_class_aux: 17.286956 loss_bbox_aux: 1.213705 loss_giou_aux: 1.639082 loss_mask_aux: 3.171123 loss_dice_aux: 3.172804 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.327541 eta: 8:03:54 batch_cost: 0.6192 data_cost: 0.0026 ips: 12.9201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:50] ppdet.engine.callbacks INFO: Epoch: [34] [170/264] learning_rate: 0.000100 loss_class: 2.782007 loss_bbox: 0.229700 loss_giou: 0.272816 loss_mask: 0.531026 loss_dice: 0.557559 loss_class_aux: 17.536791 loss_bbox_aux: 1.433280 loss_giou_aux: 1.741534 loss_mask_aux: 3.324968 loss_dice_aux: 3.477609 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.698143 eta: 8:03:45 batch_cost: 0.6115 data_cost: 0.0023 ips: 13.0825 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:46:56] ppdet.engine.callbacks INFO: Epoch: [34] [180/264] learning_rate: 0.000100 loss_class: 2.474111 loss_bbox: 0.165100 loss_giou: 0.252082 loss_mask: 0.397951 loss_dice: 0.446240 loss_class_aux: 15.819893 loss_bbox_aux: 1.072432 loss_giou_aux: 1.597837 loss_mask_aux: 2.455616 loss_dice_aux: 2.814957 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.642488 eta: 8:03:35 batch_cost: 0.6071 data_cost: 0.0021 ips: 13.1772 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:03] ppdet.engine.callbacks INFO: Epoch: [34] [190/264] learning_rate: 0.000100 loss_class: 2.489021 loss_bbox: 0.202447 loss_giou: 0.278552 loss_mask: 0.502742 loss_dice: 0.552877 loss_class_aux: 16.348105 loss_bbox_aux: 1.323275 loss_giou_aux: 1.767737 loss_mask_aux: 3.052106 loss_dice_aux: 3.325866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.068952 loss: 31.501940 eta: 8:03:27 batch_cost: 0.6381 data_cost: 0.0021 ips: 12.5378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:09] ppdet.engine.callbacks INFO: Epoch: [34] [200/264] learning_rate: 0.000100 loss_class: 2.293454 loss_bbox: 0.162109 loss_giou: 0.227475 loss_mask: 0.437855 loss_dice: 0.426218 loss_class_aux: 14.314034 loss_bbox_aux: 1.042876 loss_giou_aux: 1.471091 loss_mask_aux: 2.605721 loss_dice_aux: 2.566489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.548725 eta: 8:03:18 batch_cost: 0.6042 data_cost: 0.0019 ips: 13.2414 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:15] ppdet.engine.callbacks INFO: Epoch: [34] [210/264] learning_rate: 0.000100 loss_class: 2.579737 loss_bbox: 0.187433 loss_giou: 0.252116 loss_mask: 0.495040 loss_dice: 0.493344 loss_class_aux: 16.348903 loss_bbox_aux: 1.259158 loss_giou_aux: 1.621690 loss_mask_aux: 3.015755 loss_dice_aux: 3.093247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.506018 loss: 32.541612 eta: 8:03:07 batch_cost: 0.5773 data_cost: 0.0018 ips: 13.8588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:21] ppdet.engine.callbacks INFO: Epoch: [34] [220/264] learning_rate: 0.000100 loss_class: 2.226217 loss_bbox: 0.184782 loss_giou: 0.261755 loss_mask: 0.453892 loss_dice: 0.461343 loss_class_aux: 14.164626 loss_bbox_aux: 1.184183 loss_giou_aux: 1.644549 loss_mask_aux: 2.769079 loss_dice_aux: 2.805675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.993129 loss: 28.858520 eta: 8:02:58 batch_cost: 0.6055 data_cost: 0.0019 ips: 13.2112 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:27] ppdet.engine.callbacks INFO: Epoch: [34] [230/264] learning_rate: 0.000100 loss_class: 2.467192 loss_bbox: 0.160300 loss_giou: 0.251274 loss_mask: 0.396881 loss_dice: 0.504039 loss_class_aux: 15.446487 loss_bbox_aux: 1.082851 loss_giou_aux: 1.577838 loss_mask_aux: 2.436679 loss_dice_aux: 3.034454 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640230 loss: 29.994639 eta: 8:02:46 batch_cost: 0.5532 data_cost: 0.0016 ips: 14.4605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:33] ppdet.engine.callbacks INFO: Epoch: [34] [240/264] learning_rate: 0.000100 loss_class: 2.558075 loss_bbox: 0.212693 loss_giou: 0.261264 loss_mask: 0.538427 loss_dice: 0.519319 loss_class_aux: 16.443414 loss_bbox_aux: 1.426578 loss_giou_aux: 1.656548 loss_mask_aux: 3.377835 loss_dice_aux: 3.170869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.963652 eta: 8:02:34 batch_cost: 0.5574 data_cost: 0.0015 ips: 14.3531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:39] ppdet.engine.callbacks INFO: Epoch: [34] [250/264] learning_rate: 0.000100 loss_class: 2.680320 loss_bbox: 0.195935 loss_giou: 0.224245 loss_mask: 0.515096 loss_dice: 0.474891 loss_class_aux: 16.934438 loss_bbox_aux: 1.306450 loss_giou_aux: 1.439647 loss_mask_aux: 3.079798 loss_dice_aux: 2.864618 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.321493 eta: 8:02:22 batch_cost: 0.5568 data_cost: 0.0015 ips: 14.3676 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:45] ppdet.engine.callbacks INFO: Epoch: [34] [260/264] learning_rate: 0.000100 loss_class: 2.482070 loss_bbox: 0.177612 loss_giou: 0.229519 loss_mask: 0.494583 loss_dice: 0.457906 loss_class_aux: 15.892866 loss_bbox_aux: 1.204018 loss_giou_aux: 1.463616 loss_mask_aux: 2.968224 loss_dice_aux: 2.813021 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.495638 loss: 29.832242 eta: 8:02:11 batch_cost: 0.5767 data_cost: 0.0015 ips: 13.8719 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:47:58] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/34
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:48:04] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/34/inference/inference.yml
[05/13 20:48:04] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 20:48:04] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/34/inference
[05/13 20:48:06] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 20:48:14] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 20:48:22] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 20:48:26] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:48:26] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.90s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.540
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.745
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.646
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.540
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.397
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.729
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.768
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
[05/13 20:48:28] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.58610557943506
[05/13 20:48:28] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 20:48:28] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/34
[05/13 20:48:28] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 20:48:28] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 20:48:33] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 20:48:38] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 20:48:38] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 20:48:38] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 20:48:52] ppdet.engine.callbacks INFO: Epoch: [35] [  0/264] learning_rate: 0.000100 loss_class: 2.446832 loss_bbox: 0.201710 loss_giou: 0.250491 loss_mask: 0.552502 loss_dice: 0.505405 loss_class_aux: 15.579502 loss_bbox_aux: 1.342612 loss_giou_aux: 1.603414 loss_mask_aux: 3.240635 loss_dice_aux: 3.059091 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.832242 eta: 8:03:07 batch_cost: 1.8333 data_cost: 1.2447 ips: 4.3637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:03] ppdet.engine.callbacks INFO: Epoch: [35] [ 10/264] learning_rate: 0.000100 loss_class: 2.851320 loss_bbox: 0.153333 loss_giou: 0.250073 loss_mask: 0.413100 loss_dice: 0.464763 loss_class_aux: 17.758810 loss_bbox_aux: 1.068686 loss_giou_aux: 1.653700 loss_mask_aux: 2.751600 loss_dice_aux: 2.964869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.416644 loss: 31.117738 eta: 8:03:15 batch_cost: 0.9811 data_cost: 0.0526 ips: 8.1542 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:09] ppdet.engine.callbacks INFO: Epoch: [35] [ 20/264] learning_rate: 0.000100 loss_class: 2.167819 loss_bbox: 0.165028 loss_giou: 0.238660 loss_mask: 0.466775 loss_dice: 0.447068 loss_class_aux: 13.884382 loss_bbox_aux: 1.113692 loss_giou_aux: 1.531204 loss_mask_aux: 2.795039 loss_dice_aux: 2.753318 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.313245 loss: 26.309150 eta: 8:03:07 batch_cost: 0.6242 data_cost: 0.0029 ips: 12.8172 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:17] ppdet.engine.callbacks INFO: Epoch: [35] [ 30/264] learning_rate: 0.000100 loss_class: 2.529577 loss_bbox: 0.182092 loss_giou: 0.252586 loss_mask: 0.514029 loss_dice: 0.529962 loss_class_aux: 16.241290 loss_bbox_aux: 1.219805 loss_giou_aux: 1.600127 loss_mask_aux: 3.076740 loss_dice_aux: 3.159391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.426830 eta: 8:03:03 batch_cost: 0.7311 data_cost: 0.0029 ips: 10.9419 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:24] ppdet.engine.callbacks INFO: Epoch: [35] [ 40/264] learning_rate: 0.000100 loss_class: 2.615191 loss_bbox: 0.179331 loss_giou: 0.238439 loss_mask: 0.529241 loss_dice: 0.539902 loss_class_aux: 16.273997 loss_bbox_aux: 1.200603 loss_giou_aux: 1.493662 loss_mask_aux: 3.393112 loss_dice_aux: 3.228175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.283144 eta: 8:02:56 batch_cost: 0.6520 data_cost: 0.0031 ips: 12.2707 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:30] ppdet.engine.callbacks INFO: Epoch: [35] [ 50/264] learning_rate: 0.000100 loss_class: 2.487637 loss_bbox: 0.191255 loss_giou: 0.260902 loss_mask: 0.547005 loss_dice: 0.541432 loss_class_aux: 15.861994 loss_bbox_aux: 1.205098 loss_giou_aux: 1.597628 loss_mask_aux: 3.277369 loss_dice_aux: 3.244237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.923178 eta: 8:02:44 batch_cost: 0.5602 data_cost: 0.0019 ips: 14.2818 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:36] ppdet.engine.callbacks INFO: Epoch: [35] [ 60/264] learning_rate: 0.000100 loss_class: 2.574658 loss_bbox: 0.202832 loss_giou: 0.245757 loss_mask: 0.497714 loss_dice: 0.488213 loss_class_aux: 15.769261 loss_bbox_aux: 1.313867 loss_giou_aux: 1.565267 loss_mask_aux: 3.080469 loss_dice_aux: 3.012131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.366416 loss: 29.252330 eta: 8:02:35 batch_cost: 0.6022 data_cost: 0.0026 ips: 13.2849 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:42] ppdet.engine.callbacks INFO: Epoch: [35] [ 70/264] learning_rate: 0.000100 loss_class: 2.524310 loss_bbox: 0.206765 loss_giou: 0.255319 loss_mask: 0.582496 loss_dice: 0.517634 loss_class_aux: 15.809394 loss_bbox_aux: 1.309731 loss_giou_aux: 1.588655 loss_mask_aux: 3.420430 loss_dice_aux: 3.032177 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.855623 eta: 8:02:24 batch_cost: 0.5716 data_cost: 0.0017 ips: 13.9947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:49] ppdet.engine.callbacks INFO: Epoch: [35] [ 80/264] learning_rate: 0.000100 loss_class: 2.566155 loss_bbox: 0.152739 loss_giou: 0.254563 loss_mask: 0.402752 loss_dice: 0.494616 loss_class_aux: 16.120417 loss_bbox_aux: 1.071103 loss_giou_aux: 1.615887 loss_mask_aux: 2.460488 loss_dice_aux: 2.953043 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.779185 eta: 8:02:14 batch_cost: 0.6079 data_cost: 0.0022 ips: 13.1603 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:49:55] ppdet.engine.callbacks INFO: Epoch: [35] [ 90/264] learning_rate: 0.000100 loss_class: 2.795432 loss_bbox: 0.204496 loss_giou: 0.255188 loss_mask: 0.607861 loss_dice: 0.490053 loss_class_aux: 18.464071 loss_bbox_aux: 1.458159 loss_giou_aux: 1.565585 loss_mask_aux: 3.433547 loss_dice_aux: 2.975246 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.326763 loss: 32.993952 eta: 8:02:03 batch_cost: 0.5630 data_cost: 0.0020 ips: 14.2095 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:01] ppdet.engine.callbacks INFO: Epoch: [35] [100/264] learning_rate: 0.000100 loss_class: 2.671358 loss_bbox: 0.171085 loss_giou: 0.259244 loss_mask: 0.458368 loss_dice: 0.476915 loss_class_aux: 16.782899 loss_bbox_aux: 1.167612 loss_giou_aux: 1.614683 loss_mask_aux: 2.823753 loss_dice_aux: 2.910396 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.198065 eta: 8:01:53 batch_cost: 0.6008 data_cost: 0.0023 ips: 13.3148 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:07] ppdet.engine.callbacks INFO: Epoch: [35] [110/264] learning_rate: 0.000100 loss_class: 2.435339 loss_bbox: 0.161224 loss_giou: 0.258827 loss_mask: 0.410830 loss_dice: 0.473465 loss_class_aux: 15.368538 loss_bbox_aux: 1.068063 loss_giou_aux: 1.614729 loss_mask_aux: 2.543906 loss_dice_aux: 2.841239 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.361526 eta: 8:01:43 batch_cost: 0.5852 data_cost: 0.0023 ips: 13.6700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:13] ppdet.engine.callbacks INFO: Epoch: [35] [120/264] learning_rate: 0.000100 loss_class: 2.598290 loss_bbox: 0.162809 loss_giou: 0.262811 loss_mask: 0.441627 loss_dice: 0.467913 loss_class_aux: 16.622588 loss_bbox_aux: 1.068595 loss_giou_aux: 1.667936 loss_mask_aux: 2.675284 loss_dice_aux: 2.827297 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.747777 loss: 30.450364 eta: 8:01:32 batch_cost: 0.5808 data_cost: 0.0022 ips: 13.7743 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:19] ppdet.engine.callbacks INFO: Epoch: [35] [130/264] learning_rate: 0.000100 loss_class: 2.442336 loss_bbox: 0.158712 loss_giou: 0.233067 loss_mask: 0.430158 loss_dice: 0.446945 loss_class_aux: 15.530089 loss_bbox_aux: 1.079061 loss_giou_aux: 1.503932 loss_mask_aux: 2.718509 loss_dice_aux: 2.739581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.838558 loss: 30.422821 eta: 8:01:21 batch_cost: 0.5554 data_cost: 0.0018 ips: 14.4033 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:25] ppdet.engine.callbacks INFO: Epoch: [35] [140/264] learning_rate: 0.000100 loss_class: 2.357268 loss_bbox: 0.162577 loss_giou: 0.234592 loss_mask: 0.470648 loss_dice: 0.489446 loss_class_aux: 14.900363 loss_bbox_aux: 1.131653 loss_giou_aux: 1.496088 loss_mask_aux: 2.987053 loss_dice_aux: 2.856141 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.476749 loss: 27.652635 eta: 8:01:11 batch_cost: 0.5975 data_cost: 0.0022 ips: 13.3895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:32] ppdet.engine.callbacks INFO: Epoch: [35] [150/264] learning_rate: 0.000100 loss_class: 2.644318 loss_bbox: 0.202789 loss_giou: 0.229412 loss_mask: 0.530410 loss_dice: 0.492668 loss_class_aux: 16.411573 loss_bbox_aux: 1.294492 loss_giou_aux: 1.476191 loss_mask_aux: 3.412802 loss_dice_aux: 2.920372 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.048878 eta: 8:01:03 batch_cost: 0.6350 data_cost: 0.0021 ips: 12.5985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:38] ppdet.engine.callbacks INFO: Epoch: [35] [160/264] learning_rate: 0.000100 loss_class: 2.370278 loss_bbox: 0.181868 loss_giou: 0.220363 loss_mask: 0.519107 loss_dice: 0.462946 loss_class_aux: 15.522495 loss_bbox_aux: 1.090872 loss_giou_aux: 1.405212 loss_mask_aux: 2.879278 loss_dice_aux: 2.698604 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.806015 eta: 8:00:54 batch_cost: 0.6282 data_cost: 0.0019 ips: 12.7340 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:45] ppdet.engine.callbacks INFO: Epoch: [35] [170/264] learning_rate: 0.000100 loss_class: 2.417832 loss_bbox: 0.179579 loss_giou: 0.256443 loss_mask: 0.567153 loss_dice: 0.475625 loss_class_aux: 16.033149 loss_bbox_aux: 1.179622 loss_giou_aux: 1.640692 loss_mask_aux: 3.354721 loss_dice_aux: 2.959121 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.814088 eta: 8:00:45 batch_cost: 0.6136 data_cost: 0.0021 ips: 13.0372 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:51] ppdet.engine.callbacks INFO: Epoch: [35] [180/264] learning_rate: 0.000100 loss_class: 2.894178 loss_bbox: 0.176831 loss_giou: 0.251488 loss_mask: 0.478707 loss_dice: 0.507285 loss_class_aux: 18.291912 loss_bbox_aux: 1.229382 loss_giou_aux: 1.625765 loss_mask_aux: 3.122841 loss_dice_aux: 3.138070 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.121634 loss: 32.590139 eta: 8:00:36 batch_cost: 0.6109 data_cost: 0.0020 ips: 13.0964 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:57] ppdet.engine.callbacks INFO: Epoch: [35] [190/264] learning_rate: 0.000100 loss_class: 2.643384 loss_bbox: 0.174836 loss_giou: 0.231503 loss_mask: 0.489116 loss_dice: 0.488797 loss_class_aux: 17.370046 loss_bbox_aux: 1.194302 loss_giou_aux: 1.497451 loss_mask_aux: 3.020016 loss_dice_aux: 2.959366 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.821997 eta: 8:00:26 batch_cost: 0.5812 data_cost: 0.0021 ips: 13.7647 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:50:59] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:50:59] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:51:04] ppdet.engine.callbacks INFO: Epoch: [35] [200/264] learning_rate: 0.000100 loss_class: 2.555990 loss_bbox: 0.166998 loss_giou: 0.227718 loss_mask: 0.469081 loss_dice: 0.511261 loss_class_aux: 15.773511 loss_bbox_aux: 1.147619 loss_giou_aux: 1.493674 loss_mask_aux: 2.907277 loss_dice_aux: 3.026190 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.921936 loss: 30.137076 eta: 8:00:17 batch_cost: 0.6098 data_cost: 0.0019 ips: 13.1182 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:51:10] ppdet.engine.callbacks INFO: Epoch: [35] [210/264] learning_rate: 0.000100 loss_class: 2.660958 loss_bbox: 0.184207 loss_giou: 0.252111 loss_mask: 0.459064 loss_dice: 0.487676 loss_class_aux: 16.449188 loss_bbox_aux: 1.167729 loss_giou_aux: 1.606359 loss_mask_aux: 2.892598 loss_dice_aux: 2.983238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.690675 eta: 8:00:05 batch_cost: 0.5594 data_cost: 0.0029 ips: 14.3004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:51:16] ppdet.engine.callbacks INFO: Epoch: [35] [220/264] learning_rate: 0.000100 loss_class: 2.513506 loss_bbox: 0.179332 loss_giou: 0.258472 loss_mask: 0.411169 loss_dice: 0.510937 loss_class_aux: 15.830602 loss_bbox_aux: 1.130231 loss_giou_aux: 1.619057 loss_mask_aux: 2.483510 loss_dice_aux: 2.918209 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.523216 loss: 30.449948 eta: 7:59:55 batch_cost: 0.5783 data_cost: 0.0021 ips: 13.8335 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:51:21] ppdet.engine.callbacks INFO: Epoch: [35] [230/264] learning_rate: 0.000100 loss_class: 2.569198 loss_bbox: 0.196158 loss_giou: 0.246844 loss_mask: 0.479412 loss_dice: 0.507669 loss_class_aux: 16.116411 loss_bbox_aux: 1.212977 loss_giou_aux: 1.578204 loss_mask_aux: 2.889354 loss_dice_aux: 2.973235 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.457582 eta: 7:59:42 batch_cost: 0.5440 data_cost: 0.0017 ips: 14.7070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:51:27] ppdet.engine.callbacks INFO: Epoch: [35] [240/264] learning_rate: 0.000100 loss_class: 2.573842 loss_bbox: 0.190463 loss_giou: 0.271306 loss_mask: 0.505496 loss_dice: 0.534450 loss_class_aux: 16.049869 loss_bbox_aux: 1.293119 loss_giou_aux: 1.722982 loss_mask_aux: 3.081681 loss_dice_aux: 3.222807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.547531 eta: 7:59:31 batch_cost: 0.5525 data_cost: 0.0014 ips: 14.4795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:51:33] ppdet.engine.callbacks INFO: Epoch: [35] [250/264] learning_rate: 0.000100 loss_class: 2.515855 loss_bbox: 0.182765 loss_giou: 0.227170 loss_mask: 0.514158 loss_dice: 0.497173 loss_class_aux: 15.733859 loss_bbox_aux: 1.233144 loss_giou_aux: 1.509765 loss_mask_aux: 3.027215 loss_dice_aux: 3.040131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.073464 eta: 7:59:20 batch_cost: 0.5672 data_cost: 0.0015 ips: 14.1043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:51:39] ppdet.engine.callbacks INFO: Epoch: [35] [260/264] learning_rate: 0.000100 loss_class: 2.521585 loss_bbox: 0.190715 loss_giou: 0.241246 loss_mask: 0.531172 loss_dice: 0.508034 loss_class_aux: 16.209769 loss_bbox_aux: 1.197345 loss_giou_aux: 1.551078 loss_mask_aux: 3.115769 loss_dice_aux: 3.017975 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.503188 loss: 30.522710 eta: 7:59:09 batch_cost: 0.5705 data_cost: 0.0015 ips: 14.0221 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:06] ppdet.engine.callbacks INFO: Epoch: [36] [  0/264] learning_rate: 0.000100 loss_class: 2.477968 loss_bbox: 0.190715 loss_giou: 0.266267 loss_mask: 0.544200 loss_dice: 0.528127 loss_class_aux: 16.012792 loss_bbox_aux: 1.197501 loss_giou_aux: 1.664145 loss_mask_aux: 3.115582 loss_dice_aux: 3.154538 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.667309 eta: 8:00:04 batch_cost: 1.8658 data_cost: 1.2838 ips: 4.2877 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:16] ppdet.engine.callbacks INFO: Epoch: [36] [ 10/264] learning_rate: 0.000100 loss_class: 2.596762 loss_bbox: 0.182726 loss_giou: 0.250528 loss_mask: 0.555261 loss_dice: 0.520291 loss_class_aux: 16.779765 loss_bbox_aux: 1.163881 loss_giou_aux: 1.578102 loss_mask_aux: 3.311680 loss_dice_aux: 3.115909 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.887318 eta: 8:00:12 batch_cost: 0.9840 data_cost: 0.0129 ips: 8.1299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:23] ppdet.engine.callbacks INFO: Epoch: [36] [ 20/264] learning_rate: 0.000100 loss_class: 2.649096 loss_bbox: 0.186331 loss_giou: 0.250272 loss_mask: 0.406069 loss_dice: 0.508977 loss_class_aux: 16.347746 loss_bbox_aux: 1.215836 loss_giou_aux: 1.594092 loss_mask_aux: 2.483207 loss_dice_aux: 3.022120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.872855 loss: 29.736868 eta: 8:00:06 batch_cost: 0.6856 data_cost: 0.0024 ips: 11.6686 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:30] ppdet.engine.callbacks INFO: Epoch: [36] [ 30/264] learning_rate: 0.000100 loss_class: 2.311936 loss_bbox: 0.167940 loss_giou: 0.243974 loss_mask: 0.468696 loss_dice: 0.495058 loss_class_aux: 15.018166 loss_bbox_aux: 1.131267 loss_giou_aux: 1.505631 loss_mask_aux: 3.061386 loss_dice_aux: 3.020637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.499927 loss: 28.202853 eta: 7:59:59 batch_cost: 0.6551 data_cost: 0.0022 ips: 12.2127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:36] ppdet.engine.callbacks INFO: Epoch: [36] [ 40/264] learning_rate: 0.000100 loss_class: 2.503649 loss_bbox: 0.191907 loss_giou: 0.250485 loss_mask: 0.638838 loss_dice: 0.515821 loss_class_aux: 15.959350 loss_bbox_aux: 1.237219 loss_giou_aux: 1.601137 loss_mask_aux: 3.627450 loss_dice_aux: 3.057436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.793992 eta: 7:59:48 batch_cost: 0.5714 data_cost: 0.0019 ips: 14.0013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:42] ppdet.engine.callbacks INFO: Epoch: [36] [ 50/264] learning_rate: 0.000100 loss_class: 2.459875 loss_bbox: 0.181629 loss_giou: 0.250201 loss_mask: 0.542101 loss_dice: 0.503695 loss_class_aux: 16.036592 loss_bbox_aux: 1.214235 loss_giou_aux: 1.569200 loss_mask_aux: 3.251457 loss_dice_aux: 2.902894 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.211193 loss: 30.364783 eta: 7:59:38 batch_cost: 0.5917 data_cost: 0.0019 ips: 13.5215 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:49] ppdet.engine.callbacks INFO: Epoch: [36] [ 60/264] learning_rate: 0.000100 loss_class: 2.300264 loss_bbox: 0.141177 loss_giou: 0.248625 loss_mask: 0.417626 loss_dice: 0.469588 loss_class_aux: 14.501839 loss_bbox_aux: 0.953468 loss_giou_aux: 1.601812 loss_mask_aux: 2.443690 loss_dice_aux: 2.830232 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.413162 loss: 26.690896 eta: 7:59:28 batch_cost: 0.6005 data_cost: 0.0022 ips: 13.3217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:52:55] ppdet.engine.callbacks INFO: Epoch: [36] [ 70/264] learning_rate: 0.000100 loss_class: 2.320874 loss_bbox: 0.202900 loss_giou: 0.259174 loss_mask: 0.646208 loss_dice: 0.523323 loss_class_aux: 14.670331 loss_bbox_aux: 1.294293 loss_giou_aux: 1.631108 loss_mask_aux: 3.954764 loss_dice_aux: 3.139467 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.631082 eta: 7:59:19 batch_cost: 0.6065 data_cost: 0.0019 ips: 13.1911 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:01] ppdet.engine.callbacks INFO: Epoch: [36] [ 80/264] learning_rate: 0.000100 loss_class: 2.336336 loss_bbox: 0.153139 loss_giou: 0.214303 loss_mask: 0.393143 loss_dice: 0.463935 loss_class_aux: 14.176707 loss_bbox_aux: 1.053711 loss_giou_aux: 1.359259 loss_mask_aux: 2.396561 loss_dice_aux: 2.737572 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.549444 loss: 26.750217 eta: 7:59:09 batch_cost: 0.5814 data_cost: 0.0021 ips: 13.7596 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:08] ppdet.engine.callbacks INFO: Epoch: [36] [ 90/264] learning_rate: 0.000100 loss_class: 2.550719 loss_bbox: 0.202380 loss_giou: 0.253984 loss_mask: 0.511596 loss_dice: 0.477086 loss_class_aux: 16.286290 loss_bbox_aux: 1.240733 loss_giou_aux: 1.608133 loss_mask_aux: 2.987860 loss_dice_aux: 2.946769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.568633 eta: 7:59:00 batch_cost: 0.6115 data_cost: 0.0021 ips: 13.0821 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:14] ppdet.engine.callbacks INFO: Epoch: [36] [100/264] learning_rate: 0.000100 loss_class: 2.707712 loss_bbox: 0.208124 loss_giou: 0.230994 loss_mask: 0.557339 loss_dice: 0.474522 loss_class_aux: 16.767852 loss_bbox_aux: 1.350798 loss_giou_aux: 1.570227 loss_mask_aux: 3.432567 loss_dice_aux: 3.022538 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.997650 loss: 31.923649 eta: 7:58:50 batch_cost: 0.6070 data_cost: 0.0023 ips: 13.1798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:20] ppdet.engine.callbacks INFO: Epoch: [36] [110/264] learning_rate: 0.000100 loss_class: 2.519084 loss_bbox: 0.163381 loss_giou: 0.243689 loss_mask: 0.428565 loss_dice: 0.466522 loss_class_aux: 15.878204 loss_bbox_aux: 1.073161 loss_giou_aux: 1.509107 loss_mask_aux: 2.796300 loss_dice_aux: 2.749756 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.479569 eta: 7:58:38 batch_cost: 0.5418 data_cost: 0.0036 ips: 14.7656 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:26] ppdet.engine.callbacks INFO: Epoch: [36] [120/264] learning_rate: 0.000100 loss_class: 2.239770 loss_bbox: 0.153849 loss_giou: 0.233320 loss_mask: 0.448391 loss_dice: 0.424999 loss_class_aux: 13.907349 loss_bbox_aux: 1.026337 loss_giou_aux: 1.485100 loss_mask_aux: 2.735239 loss_dice_aux: 2.667023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.796563 eta: 7:58:28 batch_cost: 0.5840 data_cost: 0.0020 ips: 13.6978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:32] ppdet.engine.callbacks INFO: Epoch: [36] [130/264] learning_rate: 0.000100 loss_class: 2.648332 loss_bbox: 0.211818 loss_giou: 0.249492 loss_mask: 0.593027 loss_dice: 0.525187 loss_class_aux: 16.712854 loss_bbox_aux: 1.438789 loss_giou_aux: 1.629676 loss_mask_aux: 3.498076 loss_dice_aux: 3.252663 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.912928 eta: 7:58:17 batch_cost: 0.5826 data_cost: 0.0021 ips: 13.7307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:39] ppdet.engine.callbacks INFO: Epoch: [36] [140/264] learning_rate: 0.000100 loss_class: 2.222826 loss_bbox: 0.191551 loss_giou: 0.247901 loss_mask: 0.535072 loss_dice: 0.473462 loss_class_aux: 14.568905 loss_bbox_aux: 1.250255 loss_giou_aux: 1.575573 loss_mask_aux: 3.016328 loss_dice_aux: 2.968016 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.985029 eta: 7:58:12 batch_cost: 0.6814 data_cost: 0.0024 ips: 11.7409 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:45] ppdet.engine.callbacks INFO: Epoch: [36] [150/264] learning_rate: 0.000100 loss_class: 2.355607 loss_bbox: 0.166316 loss_giou: 0.244200 loss_mask: 0.392979 loss_dice: 0.461212 loss_class_aux: 14.946561 loss_bbox_aux: 1.084055 loss_giou_aux: 1.589978 loss_mask_aux: 2.404987 loss_dice_aux: 2.758237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.203444 eta: 7:58:02 batch_cost: 0.5981 data_cost: 0.0020 ips: 13.3759 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:51] ppdet.engine.callbacks INFO: Epoch: [36] [160/264] learning_rate: 0.000100 loss_class: 2.486219 loss_bbox: 0.178140 loss_giou: 0.249563 loss_mask: 0.464865 loss_dice: 0.512628 loss_class_aux: 15.875237 loss_bbox_aux: 1.149188 loss_giou_aux: 1.612799 loss_mask_aux: 2.898244 loss_dice_aux: 3.114911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.403111 loss: 29.165600 eta: 7:57:51 batch_cost: 0.5638 data_cost: 0.0021 ips: 14.1894 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:53:57] ppdet.engine.callbacks INFO: Epoch: [36] [170/264] learning_rate: 0.000100 loss_class: 2.538167 loss_bbox: 0.193263 loss_giou: 0.253434 loss_mask: 0.571409 loss_dice: 0.490793 loss_class_aux: 15.890376 loss_bbox_aux: 1.215440 loss_giou_aux: 1.615963 loss_mask_aux: 3.286586 loss_dice_aux: 2.967265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.140071 eta: 7:57:40 batch_cost: 0.5669 data_cost: 0.0020 ips: 14.1122 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:01] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:54:01] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:54:04] ppdet.engine.callbacks INFO: Epoch: [36] [180/264] learning_rate: 0.000100 loss_class: 2.685853 loss_bbox: 0.179773 loss_giou: 0.254139 loss_mask: 0.467143 loss_dice: 0.506956 loss_class_aux: 17.228412 loss_bbox_aux: 1.222447 loss_giou_aux: 1.637329 loss_mask_aux: 2.890207 loss_dice_aux: 3.047449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.253326 eta: 7:57:32 batch_cost: 0.6362 data_cost: 0.0021 ips: 12.5742 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:11] ppdet.engine.callbacks INFO: Epoch: [36] [190/264] learning_rate: 0.000100 loss_class: 3.062789 loss_bbox: 0.175116 loss_giou: 0.244865 loss_mask: 0.457542 loss_dice: 0.458417 loss_class_aux: 18.997886 loss_bbox_aux: 1.248822 loss_giou_aux: 1.610854 loss_mask_aux: 3.192768 loss_dice_aux: 2.834234 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.673775 eta: 7:57:24 batch_cost: 0.6387 data_cost: 0.0023 ips: 12.5256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:17] ppdet.engine.callbacks INFO: Epoch: [36] [200/264] learning_rate: 0.000100 loss_class: 2.477103 loss_bbox: 0.173986 loss_giou: 0.238410 loss_mask: 0.530728 loss_dice: 0.519991 loss_class_aux: 15.660738 loss_bbox_aux: 1.222906 loss_giou_aux: 1.516838 loss_mask_aux: 3.333324 loss_dice_aux: 3.164602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.614016 eta: 7:57:14 batch_cost: 0.5921 data_cost: 0.0021 ips: 13.5118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:23] ppdet.engine.callbacks INFO: Epoch: [36] [210/264] learning_rate: 0.000100 loss_class: 2.724161 loss_bbox: 0.173299 loss_giou: 0.197393 loss_mask: 0.500644 loss_dice: 0.433107 loss_class_aux: 16.534266 loss_bbox_aux: 1.134527 loss_giou_aux: 1.306682 loss_mask_aux: 3.030445 loss_dice_aux: 2.687781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.033966 eta: 7:57:04 batch_cost: 0.5728 data_cost: 0.0018 ips: 13.9662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:29] ppdet.engine.callbacks INFO: Epoch: [36] [220/264] learning_rate: 0.000100 loss_class: 2.386292 loss_bbox: 0.207592 loss_giou: 0.250339 loss_mask: 0.565243 loss_dice: 0.522422 loss_class_aux: 15.500880 loss_bbox_aux: 1.377947 loss_giou_aux: 1.571913 loss_mask_aux: 3.345436 loss_dice_aux: 3.070920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.446217 eta: 7:56:54 batch_cost: 0.5954 data_cost: 0.0018 ips: 13.4363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:35] ppdet.engine.callbacks INFO: Epoch: [36] [230/264] learning_rate: 0.000100 loss_class: 2.333984 loss_bbox: 0.170999 loss_giou: 0.244268 loss_mask: 0.453848 loss_dice: 0.479794 loss_class_aux: 14.611452 loss_bbox_aux: 1.145262 loss_giou_aux: 1.549231 loss_mask_aux: 2.812643 loss_dice_aux: 2.949787 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.057796 eta: 7:56:44 batch_cost: 0.5949 data_cost: 0.0015 ips: 13.4468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:41] ppdet.engine.callbacks INFO: Epoch: [36] [240/264] learning_rate: 0.000100 loss_class: 2.405399 loss_bbox: 0.212322 loss_giou: 0.256036 loss_mask: 0.600899 loss_dice: 0.507183 loss_class_aux: 15.108530 loss_bbox_aux: 1.369982 loss_giou_aux: 1.565956 loss_mask_aux: 3.538601 loss_dice_aux: 3.060420 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.338163 eta: 7:56:32 batch_cost: 0.5501 data_cost: 0.0014 ips: 14.5440 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:47] ppdet.engine.callbacks INFO: Epoch: [36] [250/264] learning_rate: 0.000100 loss_class: 2.448518 loss_bbox: 0.169213 loss_giou: 0.253276 loss_mask: 0.466113 loss_dice: 0.497955 loss_class_aux: 15.417248 loss_bbox_aux: 1.086135 loss_giou_aux: 1.618621 loss_mask_aux: 2.838435 loss_dice_aux: 2.950456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.850308 loss: 28.202869 eta: 7:56:21 batch_cost: 0.5470 data_cost: 0.0015 ips: 14.6250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:54:52] ppdet.engine.callbacks INFO: Epoch: [36] [260/264] learning_rate: 0.000100 loss_class: 2.619812 loss_bbox: 0.203217 loss_giou: 0.264183 loss_mask: 0.565762 loss_dice: 0.530867 loss_class_aux: 17.352611 loss_bbox_aux: 1.298215 loss_giou_aux: 1.705329 loss_mask_aux: 3.479513 loss_dice_aux: 3.121475 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.459306 loss: 31.808306 eta: 7:56:09 batch_cost: 0.5575 data_cost: 0.0015 ips: 14.3491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:55:18] ppdet.engine.callbacks INFO: Epoch: [37] [  0/264] learning_rate: 0.000100 loss_class: 2.535690 loss_bbox: 0.185757 loss_giou: 0.243383 loss_mask: 0.562034 loss_dice: 0.489667 loss_class_aux: 16.169549 loss_bbox_aux: 1.217287 loss_giou_aux: 1.586099 loss_mask_aux: 3.443508 loss_dice_aux: 2.984935 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.402617 eta: 7:56:56 batch_cost: 1.7242 data_cost: 1.1257 ips: 4.6400 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:55:30] ppdet.engine.callbacks INFO: Epoch: [37] [ 10/264] learning_rate: 0.000100 loss_class: 2.192564 loss_bbox: 0.164510 loss_giou: 0.232999 loss_mask: 0.393937 loss_dice: 0.439110 loss_class_aux: 14.408665 loss_bbox_aux: 1.097712 loss_giou_aux: 1.481239 loss_mask_aux: 2.489135 loss_dice_aux: 2.713239 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.410007 eta: 7:57:10 batch_cost: 1.1231 data_cost: 0.2327 ips: 7.1233 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:55:37] ppdet.engine.callbacks INFO: Epoch: [37] [ 20/264] learning_rate: 0.000100 loss_class: 2.505398 loss_bbox: 0.172758 loss_giou: 0.265364 loss_mask: 0.465942 loss_dice: 0.485861 loss_class_aux: 15.815261 loss_bbox_aux: 1.119050 loss_giou_aux: 1.690910 loss_mask_aux: 2.701033 loss_dice_aux: 3.051027 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.232106 eta: 7:57:04 batch_cost: 0.6888 data_cost: 0.0033 ips: 11.6138 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:55:44] ppdet.engine.callbacks INFO: Epoch: [37] [ 30/264] learning_rate: 0.000100 loss_class: 2.340580 loss_bbox: 0.185228 loss_giou: 0.249902 loss_mask: 0.548733 loss_dice: 0.486450 loss_class_aux: 15.826169 loss_bbox_aux: 1.271731 loss_giou_aux: 1.615077 loss_mask_aux: 3.424888 loss_dice_aux: 2.954075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.619637 eta: 7:56:56 batch_cost: 0.6268 data_cost: 0.0025 ips: 12.7637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:55:51] ppdet.engine.callbacks INFO: Epoch: [37] [ 40/264] learning_rate: 0.000100 loss_class: 2.640931 loss_bbox: 0.183822 loss_giou: 0.208517 loss_mask: 0.551919 loss_dice: 0.460616 loss_class_aux: 16.949443 loss_bbox_aux: 1.259583 loss_giou_aux: 1.357049 loss_mask_aux: 3.323316 loss_dice_aux: 2.814458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.635306 eta: 7:56:51 batch_cost: 0.7035 data_cost: 0.0036 ips: 11.3710 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:55:58] ppdet.engine.callbacks INFO: Epoch: [37] [ 50/264] learning_rate: 0.000100 loss_class: 2.564067 loss_bbox: 0.194988 loss_giou: 0.260011 loss_mask: 0.541517 loss_dice: 0.536083 loss_class_aux: 16.458929 loss_bbox_aux: 1.264671 loss_giou_aux: 1.651876 loss_mask_aux: 3.366862 loss_dice_aux: 3.330992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.080218 eta: 7:56:45 batch_cost: 0.6749 data_cost: 0.0018 ips: 11.8539 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:05] ppdet.engine.callbacks INFO: Epoch: [37] [ 60/264] learning_rate: 0.000100 loss_class: 2.589293 loss_bbox: 0.190347 loss_giou: 0.243760 loss_mask: 0.453257 loss_dice: 0.525300 loss_class_aux: 16.184960 loss_bbox_aux: 1.306303 loss_giou_aux: 1.577748 loss_mask_aux: 2.734468 loss_dice_aux: 3.149683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.149750 loss: 30.539470 eta: 7:56:36 batch_cost: 0.6219 data_cost: 0.0020 ips: 12.8640 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:11] ppdet.engine.callbacks INFO: Epoch: [37] [ 70/264] learning_rate: 0.000100 loss_class: 2.502087 loss_bbox: 0.169041 loss_giou: 0.242779 loss_mask: 0.397528 loss_dice: 0.448880 loss_class_aux: 16.096583 loss_bbox_aux: 1.117855 loss_giou_aux: 1.532067 loss_mask_aux: 2.508731 loss_dice_aux: 2.840692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.161683 eta: 7:56:29 batch_cost: 0.6483 data_cost: 0.0026 ips: 12.3395 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:18] ppdet.engine.callbacks INFO: Epoch: [37] [ 80/264] learning_rate: 0.000100 loss_class: 2.645941 loss_bbox: 0.160247 loss_giou: 0.257008 loss_mask: 0.469020 loss_dice: 0.478574 loss_class_aux: 17.104571 loss_bbox_aux: 1.059990 loss_giou_aux: 1.627667 loss_mask_aux: 2.954856 loss_dice_aux: 2.893068 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.666992 loss: 30.417490 eta: 7:56:19 batch_cost: 0.5925 data_cost: 0.0019 ips: 13.5024 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:24] ppdet.engine.callbacks INFO: Epoch: [37] [ 90/264] learning_rate: 0.000100 loss_class: 2.378358 loss_bbox: 0.168193 loss_giou: 0.226995 loss_mask: 0.465595 loss_dice: 0.479020 loss_class_aux: 14.923056 loss_bbox_aux: 1.112696 loss_giou_aux: 1.471977 loss_mask_aux: 2.919353 loss_dice_aux: 2.914889 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.344147 eta: 7:56:09 batch_cost: 0.6006 data_cost: 0.0019 ips: 13.3206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:30] ppdet.engine.callbacks INFO: Epoch: [37] [100/264] learning_rate: 0.000100 loss_class: 2.119701 loss_bbox: 0.166230 loss_giou: 0.229341 loss_mask: 0.461592 loss_dice: 0.483405 loss_class_aux: 14.033906 loss_bbox_aux: 1.110710 loss_giou_aux: 1.466465 loss_mask_aux: 2.840522 loss_dice_aux: 2.900706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.564472 eta: 7:56:00 batch_cost: 0.6047 data_cost: 0.0025 ips: 13.2303 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:37] ppdet.engine.callbacks INFO: Epoch: [37] [110/264] learning_rate: 0.000100 loss_class: 2.930124 loss_bbox: 0.194623 loss_giou: 0.282857 loss_mask: 0.547034 loss_dice: 0.502624 loss_class_aux: 18.124220 loss_bbox_aux: 1.320596 loss_giou_aux: 1.812611 loss_mask_aux: 3.307456 loss_dice_aux: 3.076881 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.976839 eta: 7:55:51 batch_cost: 0.6076 data_cost: 0.0023 ips: 13.1655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:42] ppdet.engine.callbacks INFO: Epoch: [37] [120/264] learning_rate: 0.000100 loss_class: 2.324957 loss_bbox: 0.185929 loss_giou: 0.233010 loss_mask: 0.546103 loss_dice: 0.479459 loss_class_aux: 15.210125 loss_bbox_aux: 1.244919 loss_giou_aux: 1.503353 loss_mask_aux: 3.318009 loss_dice_aux: 2.847060 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.481941 eta: 7:55:40 batch_cost: 0.5626 data_cost: 0.0022 ips: 14.2191 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:49] ppdet.engine.callbacks INFO: Epoch: [37] [130/264] learning_rate: 0.000100 loss_class: 2.591698 loss_bbox: 0.176399 loss_giou: 0.263741 loss_mask: 0.505239 loss_dice: 0.499946 loss_class_aux: 16.495193 loss_bbox_aux: 1.151035 loss_giou_aux: 1.629316 loss_mask_aux: 3.013659 loss_dice_aux: 2.964791 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.483431 eta: 7:55:31 batch_cost: 0.6161 data_cost: 0.0035 ips: 12.9852 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:56:55] ppdet.engine.callbacks INFO: Epoch: [37] [140/264] learning_rate: 0.000100 loss_class: 2.367894 loss_bbox: 0.189246 loss_giou: 0.239882 loss_mask: 0.515025 loss_dice: 0.465709 loss_class_aux: 14.980215 loss_bbox_aux: 1.257708 loss_giou_aux: 1.563325 loss_mask_aux: 3.188384 loss_dice_aux: 2.796199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.684111 loss: 28.244032 eta: 7:55:21 batch_cost: 0.5889 data_cost: 0.0022 ips: 13.5846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:02] ppdet.engine.callbacks INFO: Epoch: [37] [150/264] learning_rate: 0.000100 loss_class: 2.241571 loss_bbox: 0.158343 loss_giou: 0.233146 loss_mask: 0.450780 loss_dice: 0.470550 loss_class_aux: 13.832026 loss_bbox_aux: 1.043961 loss_giou_aux: 1.501958 loss_mask_aux: 2.655005 loss_dice_aux: 2.890880 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.385787 loss: 26.632568 eta: 7:55:14 batch_cost: 0.6564 data_cost: 0.0082 ips: 12.1878 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:10] ppdet.engine.callbacks INFO: Epoch: [37] [160/264] learning_rate: 0.000100 loss_class: 2.340972 loss_bbox: 0.159862 loss_giou: 0.240324 loss_mask: 0.462267 loss_dice: 0.479866 loss_class_aux: 14.902662 loss_bbox_aux: 1.052193 loss_giou_aux: 1.619357 loss_mask_aux: 2.716822 loss_dice_aux: 2.763427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.491938 loss: 29.200584 eta: 7:55:13 batch_cost: 0.8004 data_cost: 0.0043 ips: 9.9954 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:17] ppdet.engine.callbacks INFO: Epoch: [37] [170/264] learning_rate: 0.000100 loss_class: 2.732598 loss_bbox: 0.172378 loss_giou: 0.235273 loss_mask: 0.510113 loss_dice: 0.465198 loss_class_aux: 17.551447 loss_bbox_aux: 1.179162 loss_giou_aux: 1.523155 loss_mask_aux: 3.046898 loss_dice_aux: 2.823119 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.863263 loss: 31.038562 eta: 7:55:07 batch_cost: 0.6693 data_cost: 0.0076 ips: 11.9530 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:24] ppdet.engine.callbacks INFO: Epoch: [37] [180/264] learning_rate: 0.000100 loss_class: 2.792655 loss_bbox: 0.204383 loss_giou: 0.245365 loss_mask: 0.538490 loss_dice: 0.546772 loss_class_aux: 17.509064 loss_bbox_aux: 1.408647 loss_giou_aux: 1.652300 loss_mask_aux: 3.332922 loss_dice_aux: 3.378569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.232231 eta: 7:54:57 batch_cost: 0.6009 data_cost: 0.0021 ips: 13.3137 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:30] ppdet.engine.callbacks INFO: Epoch: [37] [190/264] learning_rate: 0.000100 loss_class: 2.506812 loss_bbox: 0.196669 loss_giou: 0.245021 loss_mask: 0.579188 loss_dice: 0.526489 loss_class_aux: 15.410187 loss_bbox_aux: 1.343958 loss_giou_aux: 1.596803 loss_mask_aux: 3.510741 loss_dice_aux: 3.201679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.860157 eta: 7:54:50 batch_cost: 0.6423 data_cost: 0.0023 ips: 12.4561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:34] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 20:57:34] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 20:57:36] ppdet.engine.callbacks INFO: Epoch: [37] [200/264] learning_rate: 0.000100 loss_class: 2.728221 loss_bbox: 0.190103 loss_giou: 0.269831 loss_mask: 0.532977 loss_dice: 0.537195 loss_class_aux: 17.283530 loss_bbox_aux: 1.280880 loss_giou_aux: 1.739808 loss_mask_aux: 3.422850 loss_dice_aux: 3.357790 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.573128 eta: 7:54:38 batch_cost: 0.5549 data_cost: 0.0023 ips: 14.4163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:43] ppdet.engine.callbacks INFO: Epoch: [37] [210/264] learning_rate: 0.000100 loss_class: 2.546468 loss_bbox: 0.188593 loss_giou: 0.247491 loss_mask: 0.514035 loss_dice: 0.507022 loss_class_aux: 15.869028 loss_bbox_aux: 1.315337 loss_giou_aux: 1.648929 loss_mask_aux: 3.201615 loss_dice_aux: 3.243662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.720345 loss: 31.243570 eta: 7:54:30 batch_cost: 0.6314 data_cost: 0.0020 ips: 12.6700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:48] ppdet.engine.callbacks INFO: Epoch: [37] [220/264] learning_rate: 0.000100 loss_class: 2.414699 loss_bbox: 0.161666 loss_giou: 0.232040 loss_mask: 0.409280 loss_dice: 0.465909 loss_class_aux: 14.586643 loss_bbox_aux: 1.089430 loss_giou_aux: 1.479047 loss_mask_aux: 2.541095 loss_dice_aux: 2.804000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.900000 loss: 27.941524 eta: 7:54:18 batch_cost: 0.5398 data_cost: 0.0019 ips: 14.8214 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:57:55] ppdet.engine.callbacks INFO: Epoch: [37] [230/264] learning_rate: 0.000100 loss_class: 2.434066 loss_bbox: 0.199020 loss_giou: 0.219330 loss_mask: 0.551223 loss_dice: 0.463639 loss_class_aux: 15.487009 loss_bbox_aux: 1.347475 loss_giou_aux: 1.506307 loss_mask_aux: 3.537604 loss_dice_aux: 2.887551 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.370511 eta: 7:54:09 batch_cost: 0.5923 data_cost: 0.0021 ips: 13.5076 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:58:01] ppdet.engine.callbacks INFO: Epoch: [37] [240/264] learning_rate: 0.000100 loss_class: 2.924400 loss_bbox: 0.206278 loss_giou: 0.231956 loss_mask: 0.531417 loss_dice: 0.481115 loss_class_aux: 18.515976 loss_bbox_aux: 1.330649 loss_giou_aux: 1.507023 loss_mask_aux: 3.224681 loss_dice_aux: 2.874798 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.804176 eta: 7:53:58 batch_cost: 0.5848 data_cost: 0.0015 ips: 13.6788 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:58:07] ppdet.engine.callbacks INFO: Epoch: [37] [250/264] learning_rate: 0.000100 loss_class: 2.477789 loss_bbox: 0.179578 loss_giou: 0.247212 loss_mask: 0.532631 loss_dice: 0.464153 loss_class_aux: 15.613478 loss_bbox_aux: 1.239513 loss_giou_aux: 1.520613 loss_mask_aux: 3.219286 loss_dice_aux: 2.825307 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.386369 eta: 7:53:49 batch_cost: 0.5898 data_cost: 0.0015 ips: 13.5644 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:58:13] ppdet.engine.callbacks INFO: Epoch: [37] [260/264] learning_rate: 0.000100 loss_class: 2.792459 loss_bbox: 0.190434 loss_giou: 0.256662 loss_mask: 0.540206 loss_dice: 0.513597 loss_class_aux: 17.995234 loss_bbox_aux: 1.196142 loss_giou_aux: 1.596172 loss_mask_aux: 3.362651 loss_dice_aux: 3.046782 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.570324 eta: 7:53:40 batch_cost: 0.6267 data_cost: 0.0015 ips: 12.7644 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:58:41] ppdet.engine.callbacks INFO: Epoch: [38] [  0/264] learning_rate: 0.000100 loss_class: 2.406776 loss_bbox: 0.162655 loss_giou: 0.257192 loss_mask: 0.401935 loss_dice: 0.474900 loss_class_aux: 15.390175 loss_bbox_aux: 1.077578 loss_giou_aux: 1.603307 loss_mask_aux: 2.419593 loss_dice_aux: 2.938820 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.372334 eta: 7:54:34 batch_cost: 1.9393 data_cost: 1.3087 ips: 4.1253 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:58:55] ppdet.engine.callbacks INFO: Epoch: [38] [ 10/264] learning_rate: 0.000100 loss_class: 2.439036 loss_bbox: 0.161817 loss_giou: 0.248525 loss_mask: 0.414141 loss_dice: 0.476469 loss_class_aux: 14.779787 loss_bbox_aux: 1.095306 loss_giou_aux: 1.595914 loss_mask_aux: 2.568538 loss_dice_aux: 2.899190 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.106313 eta: 7:54:54 batch_cost: 1.2958 data_cost: 0.1234 ips: 6.1737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:04] ppdet.engine.callbacks INFO: Epoch: [38] [ 20/264] learning_rate: 0.000100 loss_class: 2.334505 loss_bbox: 0.150324 loss_giou: 0.234973 loss_mask: 0.430156 loss_dice: 0.447267 loss_class_aux: 14.621600 loss_bbox_aux: 1.032568 loss_giou_aux: 1.552931 loss_mask_aux: 2.652796 loss_dice_aux: 2.808191 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.211292 loss: 28.004434 eta: 7:54:57 batch_cost: 0.8869 data_cost: 0.0140 ips: 9.0199 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:12] ppdet.engine.callbacks INFO: Epoch: [38] [ 30/264] learning_rate: 0.000100 loss_class: 2.305096 loss_bbox: 0.175855 loss_giou: 0.247323 loss_mask: 0.572316 loss_dice: 0.495458 loss_class_aux: 14.550019 loss_bbox_aux: 1.187446 loss_giou_aux: 1.631232 loss_mask_aux: 3.558471 loss_dice_aux: 3.060480 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.157205 eta: 7:54:54 batch_cost: 0.7691 data_cost: 0.0043 ips: 10.4020 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:19] ppdet.engine.callbacks INFO: Epoch: [38] [ 40/264] learning_rate: 0.000100 loss_class: 2.605474 loss_bbox: 0.177731 loss_giou: 0.234562 loss_mask: 0.522551 loss_dice: 0.466576 loss_class_aux: 16.673614 loss_bbox_aux: 1.149407 loss_giou_aux: 1.495263 loss_mask_aux: 3.377709 loss_dice_aux: 2.927271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250189 loss: 30.452662 eta: 7:54:47 batch_cost: 0.6505 data_cost: 0.0020 ips: 12.2987 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:25] ppdet.engine.callbacks INFO: Epoch: [38] [ 50/264] learning_rate: 0.000100 loss_class: 2.499055 loss_bbox: 0.194422 loss_giou: 0.252868 loss_mask: 0.488003 loss_dice: 0.491445 loss_class_aux: 15.833264 loss_bbox_aux: 1.261682 loss_giou_aux: 1.582049 loss_mask_aux: 3.048038 loss_dice_aux: 2.945673 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.457916 loss: 30.093403 eta: 7:54:36 batch_cost: 0.5592 data_cost: 0.0019 ips: 14.3072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:32] ppdet.engine.callbacks INFO: Epoch: [38] [ 60/264] learning_rate: 0.000100 loss_class: 2.701809 loss_bbox: 0.195074 loss_giou: 0.242788 loss_mask: 0.462817 loss_dice: 0.487782 loss_class_aux: 16.906442 loss_bbox_aux: 1.222397 loss_giou_aux: 1.556461 loss_mask_aux: 2.812926 loss_dice_aux: 2.946116 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.088564 loss: 32.291021 eta: 7:54:28 batch_cost: 0.6521 data_cost: 0.0023 ips: 12.2678 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:38] ppdet.engine.callbacks INFO: Epoch: [38] [ 70/264] learning_rate: 0.000100 loss_class: 2.421201 loss_bbox: 0.158556 loss_giou: 0.227532 loss_mask: 0.440549 loss_dice: 0.460359 loss_class_aux: 15.542191 loss_bbox_aux: 1.028355 loss_giou_aux: 1.445751 loss_mask_aux: 2.600759 loss_dice_aux: 2.810329 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.415465 loss: 29.370105 eta: 7:54:20 batch_cost: 0.6195 data_cost: 0.0020 ips: 12.9136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:44] ppdet.engine.callbacks INFO: Epoch: [38] [ 80/264] learning_rate: 0.000100 loss_class: 2.514425 loss_bbox: 0.174627 loss_giou: 0.244048 loss_mask: 0.484191 loss_dice: 0.463294 loss_class_aux: 15.622225 loss_bbox_aux: 1.158119 loss_giou_aux: 1.541430 loss_mask_aux: 2.915001 loss_dice_aux: 2.777467 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.747810 eta: 7:54:10 batch_cost: 0.5831 data_cost: 0.0019 ips: 13.7194 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:50] ppdet.engine.callbacks INFO: Epoch: [38] [ 90/264] learning_rate: 0.000100 loss_class: 2.464090 loss_bbox: 0.185599 loss_giou: 0.260076 loss_mask: 0.437286 loss_dice: 0.469504 loss_class_aux: 15.526073 loss_bbox_aux: 1.175565 loss_giou_aux: 1.662173 loss_mask_aux: 2.756196 loss_dice_aux: 2.854891 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.460574 loss: 29.645176 eta: 7:53:58 batch_cost: 0.5533 data_cost: 0.0019 ips: 14.4589 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 20:59:56] ppdet.engine.callbacks INFO: Epoch: [38] [100/264] learning_rate: 0.000100 loss_class: 2.265003 loss_bbox: 0.168981 loss_giou: 0.217010 loss_mask: 0.479193 loss_dice: 0.437899 loss_class_aux: 14.090954 loss_bbox_aux: 1.094415 loss_giou_aux: 1.397079 loss_mask_aux: 2.926490 loss_dice_aux: 2.619773 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.630376 eta: 7:53:47 batch_cost: 0.5602 data_cost: 0.0023 ips: 14.2807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:02] ppdet.engine.callbacks INFO: Epoch: [38] [110/264] learning_rate: 0.000100 loss_class: 2.605445 loss_bbox: 0.207128 loss_giou: 0.254386 loss_mask: 0.558912 loss_dice: 0.564011 loss_class_aux: 16.376865 loss_bbox_aux: 1.352784 loss_giou_aux: 1.644823 loss_mask_aux: 3.429951 loss_dice_aux: 3.349873 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.577676 loss: 32.923119 eta: 7:53:38 batch_cost: 0.6010 data_cost: 0.0020 ips: 13.3107 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:08] ppdet.engine.callbacks INFO: Epoch: [38] [120/264] learning_rate: 0.000100 loss_class: 2.513614 loss_bbox: 0.222921 loss_giou: 0.255350 loss_mask: 0.611470 loss_dice: 0.536632 loss_class_aux: 16.146142 loss_bbox_aux: 1.438637 loss_giou_aux: 1.619542 loss_mask_aux: 3.725184 loss_dice_aux: 3.275172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.184670 eta: 7:53:28 batch_cost: 0.5997 data_cost: 0.0027 ips: 13.3394 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:15] ppdet.engine.callbacks INFO: Epoch: [38] [130/264] learning_rate: 0.000100 loss_class: 2.438110 loss_bbox: 0.182466 loss_giou: 0.241225 loss_mask: 0.474808 loss_dice: 0.489221 loss_class_aux: 15.564043 loss_bbox_aux: 1.193142 loss_giou_aux: 1.543127 loss_mask_aux: 2.856521 loss_dice_aux: 2.988986 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.473789 eta: 7:53:21 batch_cost: 0.6553 data_cost: 0.0023 ips: 12.2081 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:21] ppdet.engine.callbacks INFO: Epoch: [38] [140/264] learning_rate: 0.000100 loss_class: 2.425415 loss_bbox: 0.167979 loss_giou: 0.219121 loss_mask: 0.473937 loss_dice: 0.461047 loss_class_aux: 15.148417 loss_bbox_aux: 1.129184 loss_giou_aux: 1.438638 loss_mask_aux: 2.865452 loss_dice_aux: 2.886224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.766937 eta: 7:53:10 batch_cost: 0.5630 data_cost: 0.0018 ips: 14.2100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:24] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:00:24] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:00:28] ppdet.engine.callbacks INFO: Epoch: [38] [150/264] learning_rate: 0.000100 loss_class: 2.467520 loss_bbox: 0.179619 loss_giou: 0.247086 loss_mask: 0.488934 loss_dice: 0.510070 loss_class_aux: 15.891203 loss_bbox_aux: 1.161270 loss_giou_aux: 1.575713 loss_mask_aux: 2.901227 loss_dice_aux: 3.009386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.607891 eta: 7:53:01 batch_cost: 0.5996 data_cost: 0.0024 ips: 13.3425 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:35] ppdet.engine.callbacks INFO: Epoch: [38] [160/264] learning_rate: 0.000100 loss_class: 2.373408 loss_bbox: 0.173750 loss_giou: 0.252270 loss_mask: 0.496904 loss_dice: 0.491823 loss_class_aux: 14.682773 loss_bbox_aux: 1.113055 loss_giou_aux: 1.626937 loss_mask_aux: 3.016197 loss_dice_aux: 2.934560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.498143 loss: 28.100106 eta: 7:52:54 batch_cost: 0.6562 data_cost: 0.0025 ips: 12.1923 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:41] ppdet.engine.callbacks INFO: Epoch: [38] [170/264] learning_rate: 0.000100 loss_class: 2.565503 loss_bbox: 0.215506 loss_giou: 0.243520 loss_mask: 0.544579 loss_dice: 0.470037 loss_class_aux: 15.934545 loss_bbox_aux: 1.427010 loss_giou_aux: 1.519750 loss_mask_aux: 3.302939 loss_dice_aux: 2.913129 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.238820 eta: 7:52:45 batch_cost: 0.6109 data_cost: 0.0020 ips: 13.0956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:47] ppdet.engine.callbacks INFO: Epoch: [38] [180/264] learning_rate: 0.000100 loss_class: 2.596374 loss_bbox: 0.200258 loss_giou: 0.266918 loss_mask: 0.543834 loss_dice: 0.514377 loss_class_aux: 15.901088 loss_bbox_aux: 1.283740 loss_giou_aux: 1.747875 loss_mask_aux: 3.279648 loss_dice_aux: 3.125535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.094694 eta: 7:52:36 batch_cost: 0.6120 data_cost: 0.0026 ips: 13.0729 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:00:54] ppdet.engine.callbacks INFO: Epoch: [38] [190/264] learning_rate: 0.000100 loss_class: 2.368852 loss_bbox: 0.190984 loss_giou: 0.247572 loss_mask: 0.480718 loss_dice: 0.473540 loss_class_aux: 15.185055 loss_bbox_aux: 1.189188 loss_giou_aux: 1.556732 loss_mask_aux: 2.776173 loss_dice_aux: 2.824581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.841203 eta: 7:52:28 batch_cost: 0.6288 data_cost: 0.0028 ips: 12.7218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:00] ppdet.engine.callbacks INFO: Epoch: [38] [200/264] learning_rate: 0.000100 loss_class: 2.698372 loss_bbox: 0.181240 loss_giou: 0.239771 loss_mask: 0.440427 loss_dice: 0.488540 loss_class_aux: 17.025909 loss_bbox_aux: 1.202451 loss_giou_aux: 1.548529 loss_mask_aux: 2.796439 loss_dice_aux: 3.014449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.581321 loss: 30.228476 eta: 7:52:17 batch_cost: 0.5613 data_cost: 0.0019 ips: 14.2523 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:07] ppdet.engine.callbacks INFO: Epoch: [38] [210/264] learning_rate: 0.000100 loss_class: 2.519534 loss_bbox: 0.176233 loss_giou: 0.250702 loss_mask: 0.527884 loss_dice: 0.488357 loss_class_aux: 16.196835 loss_bbox_aux: 1.162171 loss_giou_aux: 1.549474 loss_mask_aux: 2.956117 loss_dice_aux: 2.915527 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.475601 loss: 29.218065 eta: 7:52:12 batch_cost: 0.7238 data_cost: 0.0037 ips: 11.0529 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:15] ppdet.engine.callbacks INFO: Epoch: [38] [220/264] learning_rate: 0.000100 loss_class: 2.396553 loss_bbox: 0.164142 loss_giou: 0.227478 loss_mask: 0.492917 loss_dice: 0.472846 loss_class_aux: 15.464322 loss_bbox_aux: 1.083778 loss_giou_aux: 1.486695 loss_mask_aux: 3.057284 loss_dice_aux: 2.863166 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.390162 loss: 30.377797 eta: 7:52:07 batch_cost: 0.6974 data_cost: 0.0035 ips: 11.4713 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:21] ppdet.engine.callbacks INFO: Epoch: [38] [230/264] learning_rate: 0.000100 loss_class: 2.618138 loss_bbox: 0.168054 loss_giou: 0.223370 loss_mask: 0.441946 loss_dice: 0.473217 loss_class_aux: 16.609663 loss_bbox_aux: 1.054936 loss_giou_aux: 1.491021 loss_mask_aux: 2.752130 loss_dice_aux: 2.943704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.492577 eta: 7:51:57 batch_cost: 0.5866 data_cost: 0.0017 ips: 13.6383 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:27] ppdet.engine.callbacks INFO: Epoch: [38] [240/264] learning_rate: 0.000100 loss_class: 2.897158 loss_bbox: 0.194509 loss_giou: 0.246248 loss_mask: 0.421064 loss_dice: 0.509995 loss_class_aux: 17.750090 loss_bbox_aux: 1.282743 loss_giou_aux: 1.596196 loss_mask_aux: 2.758505 loss_dice_aux: 3.173382 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.467148 loss: 32.644423 eta: 7:51:46 batch_cost: 0.5616 data_cost: 0.0015 ips: 14.2450 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:32] ppdet.engine.callbacks INFO: Epoch: [38] [250/264] learning_rate: 0.000100 loss_class: 2.382835 loss_bbox: 0.184372 loss_giou: 0.245967 loss_mask: 0.514553 loss_dice: 0.459820 loss_class_aux: 14.886147 loss_bbox_aux: 1.208989 loss_giou_aux: 1.575911 loss_mask_aux: 2.944272 loss_dice_aux: 2.747563 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.496952 eta: 7:51:33 batch_cost: 0.5205 data_cost: 0.0015 ips: 15.3699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:01:38] ppdet.engine.callbacks INFO: Epoch: [38] [260/264] learning_rate: 0.000100 loss_class: 2.544156 loss_bbox: 0.174885 loss_giou: 0.258494 loss_mask: 0.480557 loss_dice: 0.467470 loss_class_aux: 16.651627 loss_bbox_aux: 1.230428 loss_giou_aux: 1.661953 loss_mask_aux: 3.040070 loss_dice_aux: 2.782284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.473885 eta: 7:51:22 batch_cost: 0.5450 data_cost: 0.0015 ips: 14.6779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:08] ppdet.engine.callbacks INFO: Epoch: [39] [  0/264] learning_rate: 0.000100 loss_class: 2.528017 loss_bbox: 0.165018 loss_giou: 0.258494 loss_mask: 0.437763 loss_dice: 0.467470 loss_class_aux: 15.763628 loss_bbox_aux: 1.147512 loss_giou_aux: 1.662066 loss_mask_aux: 2.605958 loss_dice_aux: 2.782284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.619483 loss: 29.559025 eta: 7:52:23 batch_cost: 2.1480 data_cost: 1.5340 ips: 3.7245 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:17] ppdet.engine.callbacks INFO: Epoch: [39] [ 10/264] learning_rate: 0.000100 loss_class: 2.431694 loss_bbox: 0.173012 loss_giou: 0.238891 loss_mask: 0.474408 loss_dice: 0.467807 loss_class_aux: 15.015746 loss_bbox_aux: 1.091147 loss_giou_aux: 1.575318 loss_mask_aux: 2.835491 loss_dice_aux: 2.878964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.355527 eta: 7:52:22 batch_cost: 0.7883 data_cost: 0.0054 ips: 10.1487 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:24] ppdet.engine.callbacks INFO: Epoch: [39] [ 20/264] learning_rate: 0.000100 loss_class: 2.722638 loss_bbox: 0.156570 loss_giou: 0.269394 loss_mask: 0.478200 loss_dice: 0.552022 loss_class_aux: 16.416283 loss_bbox_aux: 1.095158 loss_giou_aux: 1.746466 loss_mask_aux: 3.175675 loss_dice_aux: 3.278762 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.866376 eta: 7:52:16 batch_cost: 0.6871 data_cost: 0.0025 ips: 11.6439 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:30] ppdet.engine.callbacks INFO: Epoch: [39] [ 30/264] learning_rate: 0.000100 loss_class: 2.604827 loss_bbox: 0.176984 loss_giou: 0.220747 loss_mask: 0.471746 loss_dice: 0.476649 loss_class_aux: 16.612755 loss_bbox_aux: 1.196036 loss_giou_aux: 1.432403 loss_mask_aux: 2.762285 loss_dice_aux: 2.860366 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.942312 loss: 29.954760 eta: 7:52:08 batch_cost: 0.6238 data_cost: 0.0023 ips: 12.8249 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:36] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:02:36] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:02:37] ppdet.engine.callbacks INFO: Epoch: [39] [ 40/264] learning_rate: 0.000100 loss_class: 2.680799 loss_bbox: 0.175932 loss_giou: 0.258612 loss_mask: 0.442626 loss_dice: 0.498578 loss_class_aux: 17.296062 loss_bbox_aux: 1.171680 loss_giou_aux: 1.672911 loss_mask_aux: 2.825591 loss_dice_aux: 3.057825 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.728814 eta: 7:51:59 batch_cost: 0.6313 data_cost: 0.0023 ips: 12.6720 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:44] ppdet.engine.callbacks INFO: Epoch: [39] [ 50/264] learning_rate: 0.000100 loss_class: 2.483507 loss_bbox: 0.166644 loss_giou: 0.240764 loss_mask: 0.474964 loss_dice: 0.468405 loss_class_aux: 15.317895 loss_bbox_aux: 1.172961 loss_giou_aux: 1.537306 loss_mask_aux: 2.943227 loss_dice_aux: 2.869017 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.118182 loss: 28.397418 eta: 7:51:51 batch_cost: 0.6284 data_cost: 0.0021 ips: 12.7316 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:50] ppdet.engine.callbacks INFO: Epoch: [39] [ 60/264] learning_rate: 0.000100 loss_class: 2.407209 loss_bbox: 0.155302 loss_giou: 0.224003 loss_mask: 0.396001 loss_dice: 0.443942 loss_class_aux: 14.953839 loss_bbox_aux: 1.029287 loss_giou_aux: 1.437562 loss_mask_aux: 2.433097 loss_dice_aux: 2.664317 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.032931 eta: 7:51:42 batch_cost: 0.6062 data_cost: 0.0019 ips: 13.1959 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:02:56] ppdet.engine.callbacks INFO: Epoch: [39] [ 70/264] learning_rate: 0.000100 loss_class: 2.785449 loss_bbox: 0.203367 loss_giou: 0.252656 loss_mask: 0.593355 loss_dice: 0.510156 loss_class_aux: 16.680754 loss_bbox_aux: 1.349180 loss_giou_aux: 1.627842 loss_mask_aux: 3.821661 loss_dice_aux: 3.168375 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.429495 eta: 7:51:32 batch_cost: 0.5948 data_cost: 0.0019 ips: 13.4489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:02] ppdet.engine.callbacks INFO: Epoch: [39] [ 80/264] learning_rate: 0.000100 loss_class: 2.405811 loss_bbox: 0.197156 loss_giou: 0.252779 loss_mask: 0.519653 loss_dice: 0.486327 loss_class_aux: 15.843451 loss_bbox_aux: 1.288058 loss_giou_aux: 1.573778 loss_mask_aux: 3.135720 loss_dice_aux: 2.931634 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.619178 eta: 7:51:22 batch_cost: 0.5807 data_cost: 0.0024 ips: 13.7770 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:09] ppdet.engine.callbacks INFO: Epoch: [39] [ 90/264] learning_rate: 0.000100 loss_class: 2.335745 loss_bbox: 0.159500 loss_giou: 0.247726 loss_mask: 0.404975 loss_dice: 0.444903 loss_class_aux: 14.584123 loss_bbox_aux: 1.026191 loss_giou_aux: 1.565280 loss_mask_aux: 2.547797 loss_dice_aux: 2.729789 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.066757 eta: 7:51:13 batch_cost: 0.5965 data_cost: 0.0021 ips: 13.4105 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:15] ppdet.engine.callbacks INFO: Epoch: [39] [100/264] learning_rate: 0.000100 loss_class: 2.400563 loss_bbox: 0.164534 loss_giou: 0.214154 loss_mask: 0.469977 loss_dice: 0.508308 loss_class_aux: 15.406709 loss_bbox_aux: 1.135371 loss_giou_aux: 1.462465 loss_mask_aux: 2.844888 loss_dice_aux: 2.977891 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.296974 eta: 7:51:05 batch_cost: 0.6338 data_cost: 0.0020 ips: 12.6217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:23] ppdet.engine.callbacks INFO: Epoch: [39] [110/264] learning_rate: 0.000100 loss_class: 2.397259 loss_bbox: 0.177648 loss_giou: 0.245215 loss_mask: 0.435389 loss_dice: 0.464560 loss_class_aux: 15.199497 loss_bbox_aux: 1.176937 loss_giou_aux: 1.547449 loss_mask_aux: 2.546036 loss_dice_aux: 2.863530 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.359455 loss: 29.368237 eta: 7:50:59 batch_cost: 0.6985 data_cost: 0.0040 ips: 11.4533 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:29] ppdet.engine.callbacks INFO: Epoch: [39] [120/264] learning_rate: 0.000100 loss_class: 2.771762 loss_bbox: 0.183660 loss_giou: 0.234570 loss_mask: 0.532178 loss_dice: 0.469012 loss_class_aux: 17.215235 loss_bbox_aux: 1.199091 loss_giou_aux: 1.499139 loss_mask_aux: 3.190637 loss_dice_aux: 2.855179 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.324438 eta: 7:50:52 batch_cost: 0.6443 data_cost: 0.0024 ips: 12.4162 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:36] ppdet.engine.callbacks INFO: Epoch: [39] [130/264] learning_rate: 0.000100 loss_class: 2.319639 loss_bbox: 0.184592 loss_giou: 0.248508 loss_mask: 0.485094 loss_dice: 0.510382 loss_class_aux: 14.566234 loss_bbox_aux: 1.190032 loss_giou_aux: 1.581940 loss_mask_aux: 2.992500 loss_dice_aux: 3.028947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.227621 loss: 29.556064 eta: 7:50:43 batch_cost: 0.6164 data_cost: 0.0025 ips: 12.9784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:42] ppdet.engine.callbacks INFO: Epoch: [39] [140/264] learning_rate: 0.000100 loss_class: 2.550253 loss_bbox: 0.207444 loss_giou: 0.264550 loss_mask: 0.616712 loss_dice: 0.509082 loss_class_aux: 16.130573 loss_bbox_aux: 1.304889 loss_giou_aux: 1.685955 loss_mask_aux: 3.700584 loss_dice_aux: 3.051163 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.439880 loss: 32.717918 eta: 7:50:34 batch_cost: 0.5970 data_cost: 0.0021 ips: 13.4003 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:48] ppdet.engine.callbacks INFO: Epoch: [39] [150/264] learning_rate: 0.000100 loss_class: 2.540370 loss_bbox: 0.202236 loss_giou: 0.257256 loss_mask: 0.526500 loss_dice: 0.505899 loss_class_aux: 16.011468 loss_bbox_aux: 1.351839 loss_giou_aux: 1.634465 loss_mask_aux: 3.206146 loss_dice_aux: 3.073223 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.593014 eta: 7:50:24 batch_cost: 0.6036 data_cost: 0.0022 ips: 13.2547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:03:55] ppdet.engine.callbacks INFO: Epoch: [39] [160/264] learning_rate: 0.000100 loss_class: 2.523472 loss_bbox: 0.164650 loss_giou: 0.232421 loss_mask: 0.430032 loss_dice: 0.478461 loss_class_aux: 15.991802 loss_bbox_aux: 1.089046 loss_giou_aux: 1.465737 loss_mask_aux: 2.638899 loss_dice_aux: 2.858952 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.408697 loss: 29.477801 eta: 7:50:16 batch_cost: 0.6287 data_cost: 0.0021 ips: 12.7252 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:01] ppdet.engine.callbacks INFO: Epoch: [39] [170/264] learning_rate: 0.000100 loss_class: 2.226811 loss_bbox: 0.173416 loss_giou: 0.241099 loss_mask: 0.489566 loss_dice: 0.476223 loss_class_aux: 14.439973 loss_bbox_aux: 1.131274 loss_giou_aux: 1.474076 loss_mask_aux: 2.966210 loss_dice_aux: 2.858329 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.919312 loss: 30.118731 eta: 7:50:07 batch_cost: 0.6014 data_cost: 0.0019 ips: 13.3022 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:08] ppdet.engine.callbacks INFO: Epoch: [39] [180/264] learning_rate: 0.000100 loss_class: 2.259877 loss_bbox: 0.170568 loss_giou: 0.245139 loss_mask: 0.416941 loss_dice: 0.473154 loss_class_aux: 14.283143 loss_bbox_aux: 1.165443 loss_giou_aux: 1.616062 loss_mask_aux: 2.529055 loss_dice_aux: 2.893836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.933482 eta: 7:49:58 batch_cost: 0.6054 data_cost: 0.0017 ips: 13.2144 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:14] ppdet.engine.callbacks INFO: Epoch: [39] [190/264] learning_rate: 0.000100 loss_class: 2.575713 loss_bbox: 0.180061 loss_giou: 0.240854 loss_mask: 0.567586 loss_dice: 0.512564 loss_class_aux: 15.679475 loss_bbox_aux: 1.202092 loss_giou_aux: 1.498552 loss_mask_aux: 3.176319 loss_dice_aux: 2.943145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.039918 eta: 7:49:49 batch_cost: 0.6041 data_cost: 0.0022 ips: 13.2423 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:20] ppdet.engine.callbacks INFO: Epoch: [39] [200/264] learning_rate: 0.000100 loss_class: 2.385743 loss_bbox: 0.168295 loss_giou: 0.223595 loss_mask: 0.470107 loss_dice: 0.479990 loss_class_aux: 15.269343 loss_bbox_aux: 1.073460 loss_giou_aux: 1.405169 loss_mask_aux: 2.773465 loss_dice_aux: 2.856957 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.798348 eta: 7:49:39 batch_cost: 0.6038 data_cost: 0.0019 ips: 13.2484 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:26] ppdet.engine.callbacks INFO: Epoch: [39] [210/264] learning_rate: 0.000100 loss_class: 2.443863 loss_bbox: 0.190270 loss_giou: 0.243345 loss_mask: 0.451649 loss_dice: 0.494011 loss_class_aux: 15.266867 loss_bbox_aux: 1.116872 loss_giou_aux: 1.526640 loss_mask_aux: 2.696312 loss_dice_aux: 2.867346 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.670557 eta: 7:49:28 batch_cost: 0.5466 data_cost: 0.0018 ips: 14.6363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:33] ppdet.engine.callbacks INFO: Epoch: [39] [220/264] learning_rate: 0.000100 loss_class: 2.491383 loss_bbox: 0.166803 loss_giou: 0.232032 loss_mask: 0.435637 loss_dice: 0.448479 loss_class_aux: 15.519683 loss_bbox_aux: 1.122151 loss_giou_aux: 1.489633 loss_mask_aux: 2.537585 loss_dice_aux: 2.738385 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.409099 eta: 7:49:21 batch_cost: 0.6484 data_cost: 0.0028 ips: 12.3376 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:39] ppdet.engine.callbacks INFO: Epoch: [39] [230/264] learning_rate: 0.000100 loss_class: 3.042093 loss_bbox: 0.218353 loss_giou: 0.254949 loss_mask: 0.642375 loss_dice: 0.540738 loss_class_aux: 19.269401 loss_bbox_aux: 1.429694 loss_giou_aux: 1.674902 loss_mask_aux: 3.539363 loss_dice_aux: 3.307286 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.888071 eta: 7:49:11 batch_cost: 0.6003 data_cost: 0.0016 ips: 13.3257 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:45] ppdet.engine.callbacks INFO: Epoch: [39] [240/264] learning_rate: 0.000100 loss_class: 2.485221 loss_bbox: 0.165123 loss_giou: 0.244002 loss_mask: 0.414190 loss_dice: 0.490388 loss_class_aux: 15.642623 loss_bbox_aux: 1.122372 loss_giou_aux: 1.562219 loss_mask_aux: 2.560947 loss_dice_aux: 2.951323 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496094 loss: 27.886538 eta: 7:49:01 batch_cost: 0.5809 data_cost: 0.0015 ips: 13.7711 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:51] ppdet.engine.callbacks INFO: Epoch: [39] [250/264] learning_rate: 0.000100 loss_class: 2.617895 loss_bbox: 0.178500 loss_giou: 0.239274 loss_mask: 0.480560 loss_dice: 0.453252 loss_class_aux: 16.403460 loss_bbox_aux: 1.176980 loss_giou_aux: 1.551866 loss_mask_aux: 2.866783 loss_dice_aux: 2.755280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.751781 eta: 7:48:50 batch_cost: 0.5444 data_cost: 0.0014 ips: 14.6955 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:04:57] ppdet.engine.callbacks INFO: Epoch: [39] [260/264] learning_rate: 0.000100 loss_class: 2.266333 loss_bbox: 0.154759 loss_giou: 0.230616 loss_mask: 0.373824 loss_dice: 0.422161 loss_class_aux: 14.176930 loss_bbox_aux: 1.038180 loss_giou_aux: 1.441067 loss_mask_aux: 2.277521 loss_dice_aux: 2.642131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.951889 eta: 7:48:40 batch_cost: 0.5883 data_cost: 0.0015 ips: 13.5974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:05:12] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/39
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 21:05:18] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/39/inference/inference.yml
[05/13 21:05:18] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 21:05:18] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/39/inference
[05/13 21:05:20] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 21:05:29] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 21:05:37] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 21:05:40] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 21:05:40] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.62s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.537
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.743
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.590
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 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 ] = 0.394
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.733
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.771
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
[05/13 21:05:42] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.512214937533527
[05/13 21:05:42] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 21:05:42] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/39
[05/13 21:05:42] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 21:05:42] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 21:05:45] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 21:05:50] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 21:05:50] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 21:05:50] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 21:06:06] ppdet.engine.callbacks INFO: Epoch: [40] [  0/264] learning_rate: 0.000100 loss_class: 2.433524 loss_bbox: 0.152330 loss_giou: 0.245957 loss_mask: 0.367998 loss_dice: 0.449391 loss_class_aux: 15.697196 loss_bbox_aux: 0.999323 loss_giou_aux: 1.578918 loss_mask_aux: 2.271745 loss_dice_aux: 2.771686 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.440710 eta: 7:49:33 batch_cost: 2.0224 data_cost: 1.3729 ips: 3.9557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:06:16] ppdet.engine.callbacks INFO: Epoch: [40] [ 10/264] learning_rate: 0.000100 loss_class: 2.162653 loss_bbox: 0.169592 loss_giou: 0.249248 loss_mask: 0.414779 loss_dice: 0.468121 loss_class_aux: 13.648063 loss_bbox_aux: 1.029566 loss_giou_aux: 1.583277 loss_mask_aux: 2.562536 loss_dice_aux: 2.851338 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.466616 eta: 7:49:38 batch_cost: 0.9568 data_cost: 0.0098 ips: 8.3611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:06:23] ppdet.engine.callbacks INFO: Epoch: [40] [ 20/264] learning_rate: 0.000100 loss_class: 2.533679 loss_bbox: 0.200583 loss_giou: 0.266154 loss_mask: 0.502795 loss_dice: 0.487279 loss_class_aux: 16.137252 loss_bbox_aux: 1.303983 loss_giou_aux: 1.660662 loss_mask_aux: 3.158493 loss_dice_aux: 2.964975 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.238256 eta: 7:49:30 batch_cost: 0.6335 data_cost: 0.0025 ips: 12.6286 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:06:29] ppdet.engine.callbacks INFO: Epoch: [40] [ 30/264] learning_rate: 0.000100 loss_class: 2.418521 loss_bbox: 0.194227 loss_giou: 0.255826 loss_mask: 0.445756 loss_dice: 0.505983 loss_class_aux: 15.203811 loss_bbox_aux: 1.207889 loss_giou_aux: 1.618475 loss_mask_aux: 2.729888 loss_dice_aux: 3.054249 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.780194 loss: 28.583116 eta: 7:49:22 batch_cost: 0.6243 data_cost: 0.0040 ips: 12.8136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:06:38] ppdet.engine.callbacks INFO: Epoch: [40] [ 40/264] learning_rate: 0.000100 loss_class: 2.318112 loss_bbox: 0.168247 loss_giou: 0.217750 loss_mask: 0.444236 loss_dice: 0.478766 loss_class_aux: 15.166655 loss_bbox_aux: 1.087036 loss_giou_aux: 1.366149 loss_mask_aux: 2.544345 loss_dice_aux: 2.896996 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.047470 eta: 7:49:21 batch_cost: 0.8162 data_cost: 0.0140 ips: 9.8016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:06:46] ppdet.engine.callbacks INFO: Epoch: [40] [ 50/264] learning_rate: 0.000100 loss_class: 2.806680 loss_bbox: 0.215676 loss_giou: 0.255598 loss_mask: 0.586836 loss_dice: 0.554548 loss_class_aux: 17.450504 loss_bbox_aux: 1.388788 loss_giou_aux: 1.683074 loss_mask_aux: 3.542763 loss_dice_aux: 3.367898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.042931 eta: 7:49:18 batch_cost: 0.7649 data_cost: 0.0030 ips: 10.4590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:06:58] ppdet.engine.callbacks INFO: Epoch: [40] [ 60/264] learning_rate: 0.000100 loss_class: 2.270980 loss_bbox: 0.181503 loss_giou: 0.240156 loss_mask: 0.476239 loss_dice: 0.478604 loss_class_aux: 14.758036 loss_bbox_aux: 1.194228 loss_giou_aux: 1.538587 loss_mask_aux: 3.016397 loss_dice_aux: 2.965073 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.643188 eta: 7:49:31 batch_cost: 1.1583 data_cost: 0.0016 ips: 6.9065 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:07:10] ppdet.engine.callbacks INFO: Epoch: [40] [ 70/264] learning_rate: 0.000100 loss_class: 2.336718 loss_bbox: 0.184927 loss_giou: 0.238657 loss_mask: 0.477682 loss_dice: 0.477695 loss_class_aux: 14.772453 loss_bbox_aux: 1.187068 loss_giou_aux: 1.546280 loss_mask_aux: 2.956100 loss_dice_aux: 2.899161 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.437576 loss: 29.378231 eta: 7:49:44 batch_cost: 1.1732 data_cost: 0.0014 ips: 6.8189 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:07:22] ppdet.engine.callbacks INFO: Epoch: [40] [ 80/264] learning_rate: 0.000100 loss_class: 2.791259 loss_bbox: 0.196219 loss_giou: 0.242888 loss_mask: 0.522947 loss_dice: 0.516191 loss_class_aux: 17.418010 loss_bbox_aux: 1.367446 loss_giou_aux: 1.587221 loss_mask_aux: 3.275638 loss_dice_aux: 3.107150 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.922272 eta: 7:49:57 batch_cost: 1.1585 data_cost: 0.0015 ips: 6.9056 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:07:33] ppdet.engine.callbacks INFO: Epoch: [40] [ 90/264] learning_rate: 0.000100 loss_class: 2.178724 loss_bbox: 0.154106 loss_giou: 0.238886 loss_mask: 0.402038 loss_dice: 0.452377 loss_class_aux: 14.050601 loss_bbox_aux: 1.011638 loss_giou_aux: 1.523452 loss_mask_aux: 2.414877 loss_dice_aux: 2.737258 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.847855 eta: 7:50:10 batch_cost: 1.1641 data_cost: 0.0014 ips: 6.8722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:07:45] ppdet.engine.callbacks INFO: Epoch: [40] [100/264] learning_rate: 0.000100 loss_class: 2.508662 loss_bbox: 0.205328 loss_giou: 0.279444 loss_mask: 0.547067 loss_dice: 0.516179 loss_class_aux: 15.764789 loss_bbox_aux: 1.270498 loss_giou_aux: 1.752494 loss_mask_aux: 3.142655 loss_dice_aux: 3.156039 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.376879 loss: 32.621048 eta: 7:50:23 batch_cost: 1.1683 data_cost: 0.0014 ips: 6.8475 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:07:57] ppdet.engine.callbacks INFO: Epoch: [40] [110/264] learning_rate: 0.000100 loss_class: 2.513899 loss_bbox: 0.195094 loss_giou: 0.233075 loss_mask: 0.626103 loss_dice: 0.529732 loss_class_aux: 15.566603 loss_bbox_aux: 1.286201 loss_giou_aux: 1.499484 loss_mask_aux: 3.875285 loss_dice_aux: 3.254908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.571612 loss: 31.065938 eta: 7:50:35 batch_cost: 1.1483 data_cost: 0.0015 ips: 6.9667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:08:09] ppdet.engine.callbacks INFO: Epoch: [40] [120/264] learning_rate: 0.000100 loss_class: 2.840486 loss_bbox: 0.202284 loss_giou: 0.245109 loss_mask: 0.522258 loss_dice: 0.517165 loss_class_aux: 17.797353 loss_bbox_aux: 1.319398 loss_giou_aux: 1.634329 loss_mask_aux: 3.286828 loss_dice_aux: 3.166409 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.166687 eta: 7:50:47 batch_cost: 1.1344 data_cost: 0.0014 ips: 7.0519 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:08:21] ppdet.engine.callbacks INFO: Epoch: [40] [130/264] learning_rate: 0.000100 loss_class: 2.499960 loss_bbox: 0.177938 loss_giou: 0.248160 loss_mask: 0.504607 loss_dice: 0.490513 loss_class_aux: 16.049715 loss_bbox_aux: 1.194145 loss_giou_aux: 1.564509 loss_mask_aux: 3.055225 loss_dice_aux: 3.005778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494651 loss: 30.749883 eta: 7:51:01 batch_cost: 1.2036 data_cost: 0.0015 ips: 6.6468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:08:33] ppdet.engine.callbacks INFO: Epoch: [40] [140/264] learning_rate: 0.000100 loss_class: 2.708168 loss_bbox: 0.200364 loss_giou: 0.261687 loss_mask: 0.552137 loss_dice: 0.533927 loss_class_aux: 16.869277 loss_bbox_aux: 1.302966 loss_giou_aux: 1.665785 loss_mask_aux: 3.375751 loss_dice_aux: 3.197325 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568663 loss: 30.564265 eta: 7:51:15 batch_cost: 1.1819 data_cost: 0.0015 ips: 6.7689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:08:46] ppdet.engine.callbacks INFO: Epoch: [40] [150/264] learning_rate: 0.000100 loss_class: 2.498429 loss_bbox: 0.181702 loss_giou: 0.265763 loss_mask: 0.506144 loss_dice: 0.519327 loss_class_aux: 15.638089 loss_bbox_aux: 1.170945 loss_giou_aux: 1.704588 loss_mask_aux: 3.019167 loss_dice_aux: 3.200610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.568031 eta: 7:51:30 batch_cost: 1.2243 data_cost: 0.0015 ips: 6.5346 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:08:58] ppdet.engine.callbacks INFO: Epoch: [40] [160/264] learning_rate: 0.000100 loss_class: 2.484944 loss_bbox: 0.196580 loss_giou: 0.231509 loss_mask: 0.611563 loss_dice: 0.488684 loss_class_aux: 16.128875 loss_bbox_aux: 1.357323 loss_giou_aux: 1.515552 loss_mask_aux: 3.951497 loss_dice_aux: 3.058958 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.542676 eta: 7:51:44 batch_cost: 1.2087 data_cost: 0.0014 ips: 6.6185 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:09:10] ppdet.engine.callbacks INFO: Epoch: [40] [170/264] learning_rate: 0.000100 loss_class: 2.518574 loss_bbox: 0.182956 loss_giou: 0.244187 loss_mask: 0.493061 loss_dice: 0.471545 loss_class_aux: 15.974838 loss_bbox_aux: 1.207873 loss_giou_aux: 1.589526 loss_mask_aux: 2.943231 loss_dice_aux: 2.944368 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.905208 eta: 7:51:57 batch_cost: 1.1894 data_cost: 0.0014 ips: 6.7260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:09:22] ppdet.engine.callbacks INFO: Epoch: [40] [180/264] learning_rate: 0.000100 loss_class: 2.346776 loss_bbox: 0.186388 loss_giou: 0.222710 loss_mask: 0.512122 loss_dice: 0.461806 loss_class_aux: 15.025249 loss_bbox_aux: 1.194053 loss_giou_aux: 1.432727 loss_mask_aux: 3.170846 loss_dice_aux: 2.782803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.879911 eta: 7:52:10 batch_cost: 1.1783 data_cost: 0.0015 ips: 6.7897 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:09:33] ppdet.engine.callbacks INFO: Epoch: [40] [190/264] learning_rate: 0.000100 loss_class: 2.148951 loss_bbox: 0.180147 loss_giou: 0.252664 loss_mask: 0.579285 loss_dice: 0.474618 loss_class_aux: 14.208426 loss_bbox_aux: 1.187787 loss_giou_aux: 1.593726 loss_mask_aux: 3.130799 loss_dice_aux: 2.860780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.264510 eta: 7:52:20 batch_cost: 1.0914 data_cost: 0.0015 ips: 7.3300 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:09:46] ppdet.engine.callbacks INFO: Epoch: [40] [200/264] learning_rate: 0.000100 loss_class: 2.347965 loss_bbox: 0.189453 loss_giou: 0.246237 loss_mask: 0.509593 loss_dice: 0.491731 loss_class_aux: 15.197071 loss_bbox_aux: 1.256014 loss_giou_aux: 1.550388 loss_mask_aux: 3.045582 loss_dice_aux: 2.952392 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.852026 eta: 7:52:34 batch_cost: 1.2089 data_cost: 0.0014 ips: 6.6176 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:09:58] ppdet.engine.callbacks INFO: Epoch: [40] [210/264] learning_rate: 0.000100 loss_class: 2.523002 loss_bbox: 0.209217 loss_giou: 0.242810 loss_mask: 0.603091 loss_dice: 0.497154 loss_class_aux: 16.305499 loss_bbox_aux: 1.287606 loss_giou_aux: 1.516467 loss_mask_aux: 3.589415 loss_dice_aux: 3.031889 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.792149 eta: 7:52:47 batch_cost: 1.1810 data_cost: 0.0014 ips: 6.7739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:10:02] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:10:02] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:10:10] ppdet.engine.callbacks INFO: Epoch: [40] [220/264] learning_rate: 0.000100 loss_class: 2.645962 loss_bbox: 0.164812 loss_giou: 0.260022 loss_mask: 0.430977 loss_dice: 0.506472 loss_class_aux: 16.253794 loss_bbox_aux: 1.094224 loss_giou_aux: 1.661408 loss_mask_aux: 2.557899 loss_dice_aux: 3.020116 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.989058 eta: 7:53:01 batch_cost: 1.1941 data_cost: 0.0014 ips: 6.6994 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:10:22] ppdet.engine.callbacks INFO: Epoch: [40] [230/264] learning_rate: 0.000100 loss_class: 2.484980 loss_bbox: 0.171237 loss_giou: 0.276391 loss_mask: 0.435115 loss_dice: 0.513272 loss_class_aux: 15.824906 loss_bbox_aux: 1.208027 loss_giou_aux: 1.778588 loss_mask_aux: 2.827425 loss_dice_aux: 3.173442 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.243648 eta: 7:53:16 batch_cost: 1.2307 data_cost: 0.0012 ips: 6.5005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:10:33] ppdet.engine.callbacks INFO: Epoch: [40] [240/264] learning_rate: 0.000100 loss_class: 2.704901 loss_bbox: 0.193040 loss_giou: 0.246792 loss_mask: 0.496002 loss_dice: 0.481272 loss_class_aux: 17.601411 loss_bbox_aux: 1.245311 loss_giou_aux: 1.535314 loss_mask_aux: 3.025837 loss_dice_aux: 2.866736 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.592237 loss: 32.233339 eta: 7:53:24 batch_cost: 1.0740 data_cost: 0.0012 ips: 7.4491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:10:46] ppdet.engine.callbacks INFO: Epoch: [40] [250/264] learning_rate: 0.000100 loss_class: 2.673396 loss_bbox: 0.197729 loss_giou: 0.242688 loss_mask: 0.570955 loss_dice: 0.534561 loss_class_aux: 16.995814 loss_bbox_aux: 1.338612 loss_giou_aux: 1.610790 loss_mask_aux: 3.506083 loss_dice_aux: 3.235145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483135 loss: 32.185381 eta: 7:53:38 batch_cost: 1.2038 data_cost: 0.0012 ips: 6.6455 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:10:58] ppdet.engine.callbacks INFO: Epoch: [40] [260/264] learning_rate: 0.000100 loss_class: 2.475112 loss_bbox: 0.178904 loss_giou: 0.244496 loss_mask: 0.564962 loss_dice: 0.468426 loss_class_aux: 15.425637 loss_bbox_aux: 1.203243 loss_giou_aux: 1.519028 loss_mask_aux: 3.552798 loss_dice_aux: 2.895410 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.486542 loss: 29.472905 eta: 7:53:50 batch_cost: 1.1585 data_cost: 0.0012 ips: 6.9053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:11:30] ppdet.engine.callbacks INFO: Epoch: [41] [  0/264] learning_rate: 0.000100 loss_class: 2.628861 loss_bbox: 0.171904 loss_giou: 0.244496 loss_mask: 0.542094 loss_dice: 0.453889 loss_class_aux: 16.755558 loss_bbox_aux: 1.152641 loss_giou_aux: 1.514889 loss_mask_aux: 3.409383 loss_dice_aux: 2.749885 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.844124 eta: 7:54:51 batch_cost: 2.6435 data_cost: 1.3845 ips: 3.0263 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:11:44] ppdet.engine.callbacks INFO: Epoch: [41] [ 10/264] learning_rate: 0.000100 loss_class: 2.687310 loss_bbox: 0.157585 loss_giou: 0.226862 loss_mask: 0.447279 loss_dice: 0.471041 loss_class_aux: 17.006858 loss_bbox_aux: 1.080537 loss_giou_aux: 1.484668 loss_mask_aux: 2.774817 loss_dice_aux: 2.935425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.980216 loss: 29.862809 eta: 7:55:10 batch_cost: 1.3384 data_cost: 0.0087 ips: 5.9772 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:11:46] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:11:46] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:11:55] ppdet.engine.callbacks INFO: Epoch: [41] [ 20/264] learning_rate: 0.000100 loss_class: 2.572206 loss_bbox: 0.186232 loss_giou: 0.263963 loss_mask: 0.501205 loss_dice: 0.525947 loss_class_aux: 16.712973 loss_bbox_aux: 1.307835 loss_giou_aux: 1.652881 loss_mask_aux: 3.151106 loss_dice_aux: 3.217514 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.747220 eta: 7:55:20 batch_cost: 1.1085 data_cost: 0.0016 ips: 7.2167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:12:07] ppdet.engine.callbacks INFO: Epoch: [41] [ 30/264] learning_rate: 0.000100 loss_class: 2.631982 loss_bbox: 0.195226 loss_giou: 0.251128 loss_mask: 0.527922 loss_dice: 0.469317 loss_class_aux: 16.610401 loss_bbox_aux: 1.250913 loss_giou_aux: 1.595022 loss_mask_aux: 3.251499 loss_dice_aux: 2.956552 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.139163 eta: 7:55:29 batch_cost: 1.1073 data_cost: 0.0014 ips: 7.2248 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:12:19] ppdet.engine.callbacks INFO: Epoch: [41] [ 40/264] learning_rate: 0.000100 loss_class: 2.689628 loss_bbox: 0.186024 loss_giou: 0.246273 loss_mask: 0.470500 loss_dice: 0.469014 loss_class_aux: 16.863748 loss_bbox_aux: 1.217279 loss_giou_aux: 1.560704 loss_mask_aux: 2.907893 loss_dice_aux: 2.861400 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.603001 eta: 7:55:42 batch_cost: 1.1804 data_cost: 0.0014 ips: 6.7776 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:12:31] ppdet.engine.callbacks INFO: Epoch: [41] [ 50/264] learning_rate: 0.000100 loss_class: 2.162295 loss_bbox: 0.147587 loss_giou: 0.229095 loss_mask: 0.420436 loss_dice: 0.435085 loss_class_aux: 13.909108 loss_bbox_aux: 1.044160 loss_giou_aux: 1.500658 loss_mask_aux: 2.540774 loss_dice_aux: 2.693347 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.112073 loss: 26.803226 eta: 7:55:54 batch_cost: 1.1795 data_cost: 0.0014 ips: 6.7823 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:12:42] ppdet.engine.callbacks INFO: Epoch: [41] [ 60/264] learning_rate: 0.000100 loss_class: 2.958317 loss_bbox: 0.177785 loss_giou: 0.232533 loss_mask: 0.469079 loss_dice: 0.461213 loss_class_aux: 18.539480 loss_bbox_aux: 1.180275 loss_giou_aux: 1.519583 loss_mask_aux: 2.969879 loss_dice_aux: 2.873682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.205433 loss: 32.800358 eta: 7:56:05 batch_cost: 1.1248 data_cost: 0.0015 ips: 7.1124 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:12:54] ppdet.engine.callbacks INFO: Epoch: [41] [ 70/264] learning_rate: 0.000100 loss_class: 2.606910 loss_bbox: 0.180047 loss_giou: 0.247737 loss_mask: 0.565245 loss_dice: 0.495097 loss_class_aux: 16.216062 loss_bbox_aux: 1.229135 loss_giou_aux: 1.586922 loss_mask_aux: 3.426416 loss_dice_aux: 2.973591 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.566160 eta: 7:56:17 batch_cost: 1.1764 data_cost: 0.0014 ips: 6.8002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:13:06] ppdet.engine.callbacks INFO: Epoch: [41] [ 80/264] learning_rate: 0.000100 loss_class: 2.386317 loss_bbox: 0.172688 loss_giou: 0.257798 loss_mask: 0.446070 loss_dice: 0.496886 loss_class_aux: 15.145563 loss_bbox_aux: 1.117454 loss_giou_aux: 1.633529 loss_mask_aux: 2.789075 loss_dice_aux: 3.024984 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.856240 eta: 7:56:28 batch_cost: 1.1591 data_cost: 0.0014 ips: 6.9018 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:13:18] ppdet.engine.callbacks INFO: Epoch: [41] [ 90/264] learning_rate: 0.000100 loss_class: 2.565446 loss_bbox: 0.184721 loss_giou: 0.262911 loss_mask: 0.443821 loss_dice: 0.497259 loss_class_aux: 16.263192 loss_bbox_aux: 1.131027 loss_giou_aux: 1.643208 loss_mask_aux: 2.655640 loss_dice_aux: 2.983955 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.449367 eta: 7:56:39 batch_cost: 1.1396 data_cost: 0.0014 ips: 7.0201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:13:30] ppdet.engine.callbacks INFO: Epoch: [41] [100/264] learning_rate: 0.000100 loss_class: 2.368332 loss_bbox: 0.174680 loss_giou: 0.245675 loss_mask: 0.470156 loss_dice: 0.472916 loss_class_aux: 15.123165 loss_bbox_aux: 1.217062 loss_giou_aux: 1.575651 loss_mask_aux: 2.800263 loss_dice_aux: 2.862947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.733690 loss: 27.542103 eta: 7:56:51 batch_cost: 1.1798 data_cost: 0.0014 ips: 6.7806 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:13:41] ppdet.engine.callbacks INFO: Epoch: [41] [110/264] learning_rate: 0.000100 loss_class: 2.442394 loss_bbox: 0.165876 loss_giou: 0.240574 loss_mask: 0.491024 loss_dice: 0.446298 loss_class_aux: 15.362130 loss_bbox_aux: 1.110127 loss_giou_aux: 1.541128 loss_mask_aux: 3.032815 loss_dice_aux: 2.733901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.889113 eta: 7:57:02 batch_cost: 1.1491 data_cost: 0.0015 ips: 6.9622 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:13:53] ppdet.engine.callbacks INFO: Epoch: [41] [120/264] learning_rate: 0.000100 loss_class: 2.870854 loss_bbox: 0.215719 loss_giou: 0.236495 loss_mask: 0.595809 loss_dice: 0.524525 loss_class_aux: 18.271062 loss_bbox_aux: 1.379995 loss_giou_aux: 1.534608 loss_mask_aux: 3.699277 loss_dice_aux: 3.175565 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.773479 eta: 7:57:12 batch_cost: 1.1069 data_cost: 0.0015 ips: 7.2276 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:14:05] ppdet.engine.callbacks INFO: Epoch: [41] [130/264] learning_rate: 0.000100 loss_class: 2.738395 loss_bbox: 0.214406 loss_giou: 0.269096 loss_mask: 0.532570 loss_dice: 0.545733 loss_class_aux: 17.034503 loss_bbox_aux: 1.374242 loss_giou_aux: 1.706569 loss_mask_aux: 3.496890 loss_dice_aux: 3.345514 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.022926 eta: 7:57:26 batch_cost: 1.2319 data_cost: 0.0014 ips: 6.4939 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:14:18] ppdet.engine.callbacks INFO: Epoch: [41] [140/264] learning_rate: 0.000100 loss_class: 2.528280 loss_bbox: 0.177471 loss_giou: 0.238917 loss_mask: 0.469369 loss_dice: 0.445467 loss_class_aux: 16.009128 loss_bbox_aux: 1.152254 loss_giou_aux: 1.509199 loss_mask_aux: 3.023830 loss_dice_aux: 2.744286 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.364430 eta: 7:57:39 batch_cost: 1.2267 data_cost: 0.0015 ips: 6.5218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:14:31] ppdet.engine.callbacks INFO: Epoch: [41] [150/264] learning_rate: 0.000100 loss_class: 2.395489 loss_bbox: 0.190202 loss_giou: 0.245184 loss_mask: 0.510428 loss_dice: 0.497826 loss_class_aux: 14.885658 loss_bbox_aux: 1.269574 loss_giou_aux: 1.547054 loss_mask_aux: 3.216478 loss_dice_aux: 3.039010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.651040 eta: 7:57:54 batch_cost: 1.2561 data_cost: 0.0014 ips: 6.3691 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:14:42] ppdet.engine.callbacks INFO: Epoch: [41] [160/264] learning_rate: 0.000100 loss_class: 2.133527 loss_bbox: 0.160242 loss_giou: 0.219253 loss_mask: 0.489134 loss_dice: 0.437526 loss_class_aux: 13.544090 loss_bbox_aux: 1.039293 loss_giou_aux: 1.396163 loss_mask_aux: 2.903262 loss_dice_aux: 2.713429 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.795562 eta: 7:58:04 batch_cost: 1.1238 data_cost: 0.0015 ips: 7.1187 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:14:54] ppdet.engine.callbacks INFO: Epoch: [41] [170/264] learning_rate: 0.000100 loss_class: 2.810401 loss_bbox: 0.191399 loss_giou: 0.269035 loss_mask: 0.500112 loss_dice: 0.514761 loss_class_aux: 17.390983 loss_bbox_aux: 1.264722 loss_giou_aux: 1.747855 loss_mask_aux: 3.012271 loss_dice_aux: 3.136933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.107837 loss: 32.147424 eta: 7:58:14 batch_cost: 1.1304 data_cost: 0.0014 ips: 7.0772 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:15:06] ppdet.engine.callbacks INFO: Epoch: [41] [180/264] learning_rate: 0.000100 loss_class: 2.878157 loss_bbox: 0.173043 loss_giou: 0.251657 loss_mask: 0.484110 loss_dice: 0.483180 loss_class_aux: 18.220784 loss_bbox_aux: 1.176091 loss_giou_aux: 1.591343 loss_mask_aux: 3.062554 loss_dice_aux: 2.982169 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.216943 eta: 7:58:25 batch_cost: 1.1578 data_cost: 0.0015 ips: 6.9096 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:15:17] ppdet.engine.callbacks INFO: Epoch: [41] [190/264] learning_rate: 0.000100 loss_class: 2.698547 loss_bbox: 0.197054 loss_giou: 0.245105 loss_mask: 0.627042 loss_dice: 0.503056 loss_class_aux: 16.530638 loss_bbox_aux: 1.328108 loss_giou_aux: 1.573418 loss_mask_aux: 3.609103 loss_dice_aux: 3.021803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.659852 eta: 7:58:34 batch_cost: 1.1004 data_cost: 0.0015 ips: 7.2698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:15:29] ppdet.engine.callbacks INFO: Epoch: [41] [200/264] learning_rate: 0.000100 loss_class: 2.539446 loss_bbox: 0.165682 loss_giou: 0.247922 loss_mask: 0.538718 loss_dice: 0.484392 loss_class_aux: 16.434183 loss_bbox_aux: 1.114958 loss_giou_aux: 1.622486 loss_mask_aux: 3.278239 loss_dice_aux: 2.934209 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.016105 eta: 7:58:47 batch_cost: 1.2123 data_cost: 0.0017 ips: 6.5993 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:15:41] ppdet.engine.callbacks INFO: Epoch: [41] [210/264] learning_rate: 0.000100 loss_class: 2.378235 loss_bbox: 0.173555 loss_giou: 0.239444 loss_mask: 0.428303 loss_dice: 0.456824 loss_class_aux: 14.684308 loss_bbox_aux: 1.139034 loss_giou_aux: 1.554220 loss_mask_aux: 2.640719 loss_dice_aux: 2.769361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.212762 eta: 7:58:59 batch_cost: 1.1927 data_cost: 0.0014 ips: 6.7075 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:15:53] ppdet.engine.callbacks INFO: Epoch: [41] [220/264] learning_rate: 0.000100 loss_class: 2.418128 loss_bbox: 0.182652 loss_giou: 0.238013 loss_mask: 0.477837 loss_dice: 0.446129 loss_class_aux: 15.317942 loss_bbox_aux: 1.270605 loss_giou_aux: 1.551730 loss_mask_aux: 2.854566 loss_dice_aux: 2.735837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.833070 loss: 30.172499 eta: 7:59:10 batch_cost: 1.1459 data_cost: 0.0020 ips: 6.9813 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:16:05] ppdet.engine.callbacks INFO: Epoch: [41] [230/264] learning_rate: 0.000100 loss_class: 2.771056 loss_bbox: 0.160408 loss_giou: 0.268997 loss_mask: 0.433453 loss_dice: 0.495782 loss_class_aux: 17.046869 loss_bbox_aux: 1.067018 loss_giou_aux: 1.658322 loss_mask_aux: 2.744316 loss_dice_aux: 2.960912 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.434283 eta: 7:59:22 batch_cost: 1.1949 data_cost: 0.0012 ips: 6.6950 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:16:18] ppdet.engine.callbacks INFO: Epoch: [41] [240/264] learning_rate: 0.000100 loss_class: 2.615478 loss_bbox: 0.203488 loss_giou: 0.247735 loss_mask: 0.629655 loss_dice: 0.515689 loss_class_aux: 16.708672 loss_bbox_aux: 1.269828 loss_giou_aux: 1.540973 loss_mask_aux: 3.647161 loss_dice_aux: 3.040490 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.910774 loss: 31.807954 eta: 7:59:36 batch_cost: 1.2291 data_cost: 0.0013 ips: 6.5086 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:16:29] ppdet.engine.callbacks INFO: Epoch: [41] [250/264] learning_rate: 0.000100 loss_class: 2.217144 loss_bbox: 0.155105 loss_giou: 0.209653 loss_mask: 0.364274 loss_dice: 0.404004 loss_class_aux: 13.827135 loss_bbox_aux: 1.088118 loss_giou_aux: 1.399635 loss_mask_aux: 2.351550 loss_dice_aux: 2.612586 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.725717 eta: 7:59:45 batch_cost: 1.1124 data_cost: 0.0013 ips: 7.1916 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:16:39] ppdet.engine.callbacks INFO: Epoch: [41] [260/264] learning_rate: 0.000100 loss_class: 2.413725 loss_bbox: 0.164622 loss_giou: 0.217819 loss_mask: 0.452353 loss_dice: 0.435073 loss_class_aux: 15.518452 loss_bbox_aux: 1.067608 loss_giou_aux: 1.400854 loss_mask_aux: 2.803208 loss_dice_aux: 2.646502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.820329 loss: 28.342775 eta: 7:59:49 batch_cost: 0.9912 data_cost: 0.0013 ips: 8.0707 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:17:13] ppdet.engine.callbacks INFO: Epoch: [42] [  0/264] learning_rate: 0.000100 loss_class: 2.341429 loss_bbox: 0.160288 loss_giou: 0.222936 loss_mask: 0.431194 loss_dice: 0.418630 loss_class_aux: 14.898915 loss_bbox_aux: 1.112256 loss_giou_aux: 1.458642 loss_mask_aux: 2.632807 loss_dice_aux: 2.561862 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.033954 eta: 8:00:53 batch_cost: 2.7673 data_cost: 1.5542 ips: 2.8909 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:17:28] ppdet.engine.callbacks INFO: Epoch: [42] [ 10/264] learning_rate: 0.000100 loss_class: 2.382410 loss_bbox: 0.182402 loss_giou: 0.257989 loss_mask: 0.415356 loss_dice: 0.526635 loss_class_aux: 15.145535 loss_bbox_aux: 1.068582 loss_giou_aux: 1.622560 loss_mask_aux: 2.549335 loss_dice_aux: 3.232980 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.833694 loss: 28.827629 eta: 8:01:13 batch_cost: 1.3847 data_cost: 0.0039 ips: 5.7774 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:17:39] ppdet.engine.callbacks INFO: Epoch: [42] [ 20/264] learning_rate: 0.000100 loss_class: 2.247039 loss_bbox: 0.176166 loss_giou: 0.250153 loss_mask: 0.490599 loss_dice: 0.458585 loss_class_aux: 14.605913 loss_bbox_aux: 1.185740 loss_giou_aux: 1.552945 loss_mask_aux: 3.019572 loss_dice_aux: 2.859805 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.047677 eta: 8:01:23 batch_cost: 1.1457 data_cost: 0.0015 ips: 6.9824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:17:51] ppdet.engine.callbacks INFO: Epoch: [42] [ 30/264] learning_rate: 0.000100 loss_class: 2.505877 loss_bbox: 0.224025 loss_giou: 0.267227 loss_mask: 0.655765 loss_dice: 0.547448 loss_class_aux: 16.358097 loss_bbox_aux: 1.455818 loss_giou_aux: 1.612235 loss_mask_aux: 3.851974 loss_dice_aux: 3.321833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.549938 eta: 8:01:33 batch_cost: 1.1448 data_cost: 0.0015 ips: 6.9883 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:18:03] ppdet.engine.callbacks INFO: Epoch: [42] [ 40/264] learning_rate: 0.000100 loss_class: 2.596575 loss_bbox: 0.183809 loss_giou: 0.262241 loss_mask: 0.422072 loss_dice: 0.554921 loss_class_aux: 16.444284 loss_bbox_aux: 1.182887 loss_giou_aux: 1.697921 loss_mask_aux: 2.534169 loss_dice_aux: 3.365730 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.599079 loss: 30.405539 eta: 8:01:42 batch_cost: 1.1174 data_cost: 0.0016 ips: 7.1593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:18:15] ppdet.engine.callbacks INFO: Epoch: [42] [ 50/264] learning_rate: 0.000100 loss_class: 2.241635 loss_bbox: 0.193179 loss_giou: 0.265551 loss_mask: 0.575513 loss_dice: 0.518614 loss_class_aux: 14.782279 loss_bbox_aux: 1.226091 loss_giou_aux: 1.660819 loss_mask_aux: 3.595813 loss_dice_aux: 3.089953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.483513 eta: 8:01:55 batch_cost: 1.2391 data_cost: 0.0015 ips: 6.4561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:18:27] ppdet.engine.callbacks INFO: Epoch: [42] [ 60/264] learning_rate: 0.000100 loss_class: 2.182510 loss_bbox: 0.160513 loss_giou: 0.270561 loss_mask: 0.477357 loss_dice: 0.462815 loss_class_aux: 14.257730 loss_bbox_aux: 1.087895 loss_giou_aux: 1.689390 loss_mask_aux: 2.920143 loss_dice_aux: 2.881825 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.427989 loss: 26.821923 eta: 8:02:06 batch_cost: 1.1662 data_cost: 0.0014 ips: 6.8599 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:18:33] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:18:33] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:18:40] ppdet.engine.callbacks INFO: Epoch: [42] [ 70/264] learning_rate: 0.000100 loss_class: 2.305853 loss_bbox: 0.183039 loss_giou: 0.242872 loss_mask: 0.478332 loss_dice: 0.483981 loss_class_aux: 14.568375 loss_bbox_aux: 1.191524 loss_giou_aux: 1.560490 loss_mask_aux: 2.972173 loss_dice_aux: 2.990776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.364281 eta: 8:02:19 batch_cost: 1.2468 data_cost: 0.0014 ips: 6.4166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:18:51] ppdet.engine.callbacks INFO: Epoch: [42] [ 80/264] learning_rate: 0.000100 loss_class: 2.267802 loss_bbox: 0.199974 loss_giou: 0.246473 loss_mask: 0.595486 loss_dice: 0.493535 loss_class_aux: 14.455574 loss_bbox_aux: 1.298860 loss_giou_aux: 1.552180 loss_mask_aux: 3.668530 loss_dice_aux: 2.975945 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.622574 eta: 8:02:28 batch_cost: 1.0985 data_cost: 0.0015 ips: 7.2828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:19:04] ppdet.engine.callbacks INFO: Epoch: [42] [ 90/264] learning_rate: 0.000100 loss_class: 2.445813 loss_bbox: 0.179864 loss_giou: 0.251527 loss_mask: 0.464890 loss_dice: 0.467239 loss_class_aux: 15.521384 loss_bbox_aux: 1.157156 loss_giou_aux: 1.560457 loss_mask_aux: 2.815470 loss_dice_aux: 2.878322 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595169 loss: 28.886672 eta: 8:02:41 batch_cost: 1.2377 data_cost: 0.0017 ips: 6.4638 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:19:16] ppdet.engine.callbacks INFO: Epoch: [42] [100/264] learning_rate: 0.000100 loss_class: 2.424085 loss_bbox: 0.172079 loss_giou: 0.214677 loss_mask: 0.502422 loss_dice: 0.484237 loss_class_aux: 16.113021 loss_bbox_aux: 1.131044 loss_giou_aux: 1.458485 loss_mask_aux: 3.202481 loss_dice_aux: 3.020373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.532902 loss: 30.185866 eta: 8:02:51 batch_cost: 1.1595 data_cost: 0.0015 ips: 6.8993 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:19:28] ppdet.engine.callbacks INFO: Epoch: [42] [110/264] learning_rate: 0.000100 loss_class: 2.418889 loss_bbox: 0.188661 loss_giou: 0.269471 loss_mask: 0.508589 loss_dice: 0.548195 loss_class_aux: 15.754806 loss_bbox_aux: 1.328122 loss_giou_aux: 1.667587 loss_mask_aux: 3.154696 loss_dice_aux: 3.315776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640392 loss: 31.005612 eta: 8:03:02 batch_cost: 1.1846 data_cost: 0.0014 ips: 6.7532 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:19:40] ppdet.engine.callbacks INFO: Epoch: [42] [120/264] learning_rate: 0.000100 loss_class: 2.376160 loss_bbox: 0.149946 loss_giou: 0.238281 loss_mask: 0.426224 loss_dice: 0.471813 loss_class_aux: 15.015803 loss_bbox_aux: 1.012343 loss_giou_aux: 1.501630 loss_mask_aux: 2.637284 loss_dice_aux: 2.908233 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.041504 loss: 29.013727 eta: 8:03:13 batch_cost: 1.1842 data_cost: 0.0014 ips: 6.7556 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:19:53] ppdet.engine.callbacks INFO: Epoch: [42] [130/264] learning_rate: 0.000100 loss_class: 2.415507 loss_bbox: 0.175704 loss_giou: 0.242166 loss_mask: 0.526610 loss_dice: 0.445484 loss_class_aux: 15.493822 loss_bbox_aux: 1.148309 loss_giou_aux: 1.532209 loss_mask_aux: 3.181751 loss_dice_aux: 2.754811 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.955212 eta: 8:03:28 batch_cost: 1.2732 data_cost: 0.0014 ips: 6.2834 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:20:05] ppdet.engine.callbacks INFO: Epoch: [42] [140/264] learning_rate: 0.000100 loss_class: 2.568145 loss_bbox: 0.233470 loss_giou: 0.254064 loss_mask: 0.652511 loss_dice: 0.511061 loss_class_aux: 16.668800 loss_bbox_aux: 1.362909 loss_giou_aux: 1.590013 loss_mask_aux: 3.870421 loss_dice_aux: 3.044817 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640231 loss: 31.212632 eta: 8:03:40 batch_cost: 1.2135 data_cost: 0.0014 ips: 6.5926 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:20:17] ppdet.engine.callbacks INFO: Epoch: [42] [150/264] learning_rate: 0.000100 loss_class: 2.661912 loss_bbox: 0.185115 loss_giou: 0.210014 loss_mask: 0.574642 loss_dice: 0.463094 loss_class_aux: 16.865206 loss_bbox_aux: 1.153765 loss_giou_aux: 1.363651 loss_mask_aux: 3.362083 loss_dice_aux: 2.774898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.491555 loss: 31.277581 eta: 8:03:50 batch_cost: 1.1670 data_cost: 0.0014 ips: 6.8550 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:20:29] ppdet.engine.callbacks INFO: Epoch: [42] [160/264] learning_rate: 0.000100 loss_class: 2.544599 loss_bbox: 0.176206 loss_giou: 0.224548 loss_mask: 0.544758 loss_dice: 0.464632 loss_class_aux: 16.263773 loss_bbox_aux: 1.162554 loss_giou_aux: 1.439365 loss_mask_aux: 3.305759 loss_dice_aux: 2.855128 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.741421 loss: 29.972046 eta: 8:04:00 batch_cost: 1.1556 data_cost: 0.0015 ips: 6.9230 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:20:41] ppdet.engine.callbacks INFO: Epoch: [42] [170/264] learning_rate: 0.000100 loss_class: 2.377570 loss_bbox: 0.191276 loss_giou: 0.226077 loss_mask: 0.547841 loss_dice: 0.503196 loss_class_aux: 15.225075 loss_bbox_aux: 1.311135 loss_giou_aux: 1.449600 loss_mask_aux: 3.463917 loss_dice_aux: 3.085411 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.710069 loss: 28.353222 eta: 8:04:12 batch_cost: 1.2077 data_cost: 0.0014 ips: 6.6244 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:20:53] ppdet.engine.callbacks INFO: Epoch: [42] [180/264] learning_rate: 0.000100 loss_class: 2.383165 loss_bbox: 0.184062 loss_giou: 0.239022 loss_mask: 0.474541 loss_dice: 0.422388 loss_class_aux: 15.200787 loss_bbox_aux: 1.227417 loss_giou_aux: 1.575993 loss_mask_aux: 3.022119 loss_dice_aux: 2.669931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.875760 eta: 8:04:23 batch_cost: 1.1810 data_cost: 0.0014 ips: 6.7742 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:21:06] ppdet.engine.callbacks INFO: Epoch: [42] [190/264] learning_rate: 0.000100 loss_class: 2.074570 loss_bbox: 0.171546 loss_giou: 0.213539 loss_mask: 0.452531 loss_dice: 0.414328 loss_class_aux: 13.413376 loss_bbox_aux: 1.135358 loss_giou_aux: 1.362235 loss_mask_aux: 2.816450 loss_dice_aux: 2.554440 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.808089 loss: 26.186521 eta: 8:04:36 batch_cost: 1.2596 data_cost: 0.0014 ips: 6.3513 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:21:15] ppdet.engine.callbacks INFO: Epoch: [42] [200/264] learning_rate: 0.000100 loss_class: 2.439994 loss_bbox: 0.192215 loss_giou: 0.261898 loss_mask: 0.544902 loss_dice: 0.491628 loss_class_aux: 15.357409 loss_bbox_aux: 1.272005 loss_giou_aux: 1.639039 loss_mask_aux: 3.346430 loss_dice_aux: 2.895895 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.730667 eta: 8:04:34 batch_cost: 0.8297 data_cost: 0.0016 ips: 9.6416 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:21:26] ppdet.engine.callbacks INFO: Epoch: [42] [210/264] learning_rate: 0.000100 loss_class: 2.402796 loss_bbox: 0.171838 loss_giou: 0.236327 loss_mask: 0.429197 loss_dice: 0.466936 loss_class_aux: 15.502642 loss_bbox_aux: 1.087411 loss_giou_aux: 1.530635 loss_mask_aux: 2.540714 loss_dice_aux: 2.796005 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.440739 loss: 29.733749 eta: 8:04:43 batch_cost: 1.1295 data_cost: 0.0014 ips: 7.0826 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:21:38] ppdet.engine.callbacks INFO: Epoch: [42] [220/264] learning_rate: 0.000100 loss_class: 2.121753 loss_bbox: 0.159309 loss_giou: 0.225527 loss_mask: 0.450056 loss_dice: 0.441030 loss_class_aux: 14.087692 loss_bbox_aux: 1.075628 loss_giou_aux: 1.417183 loss_mask_aux: 2.796220 loss_dice_aux: 2.591561 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.764760 eta: 8:04:54 batch_cost: 1.1994 data_cost: 0.0014 ips: 6.6699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:21:51] ppdet.engine.callbacks INFO: Epoch: [42] [230/264] learning_rate: 0.000100 loss_class: 2.541043 loss_bbox: 0.188077 loss_giou: 0.237002 loss_mask: 0.469830 loss_dice: 0.514597 loss_class_aux: 16.909891 loss_bbox_aux: 1.212545 loss_giou_aux: 1.514717 loss_mask_aux: 2.802868 loss_dice_aux: 3.103836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.323400 eta: 8:05:08 batch_cost: 1.2633 data_cost: 0.0012 ips: 6.3324 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:22:04] ppdet.engine.callbacks INFO: Epoch: [42] [240/264] learning_rate: 0.000100 loss_class: 2.496883 loss_bbox: 0.185553 loss_giou: 0.229713 loss_mask: 0.570532 loss_dice: 0.487733 loss_class_aux: 15.578907 loss_bbox_aux: 1.146284 loss_giou_aux: 1.425247 loss_mask_aux: 3.355163 loss_dice_aux: 3.008847 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.043370 eta: 8:05:19 batch_cost: 1.1963 data_cost: 0.0012 ips: 6.6870 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:22:16] ppdet.engine.callbacks INFO: Epoch: [42] [250/264] learning_rate: 0.000100 loss_class: 2.476663 loss_bbox: 0.173987 loss_giou: 0.238699 loss_mask: 0.473219 loss_dice: 0.476434 loss_class_aux: 15.603115 loss_bbox_aux: 1.139054 loss_giou_aux: 1.503192 loss_mask_aux: 3.023383 loss_dice_aux: 3.001564 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.533990 loss: 31.252925 eta: 8:05:30 batch_cost: 1.2010 data_cost: 0.0012 ips: 6.6609 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:22:27] ppdet.engine.callbacks INFO: Epoch: [42] [260/264] learning_rate: 0.000100 loss_class: 2.449606 loss_bbox: 0.207858 loss_giou: 0.258486 loss_mask: 0.495162 loss_dice: 0.514166 loss_class_aux: 15.302378 loss_bbox_aux: 1.358989 loss_giou_aux: 1.655937 loss_mask_aux: 3.163272 loss_dice_aux: 3.109409 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.399815 loss: 30.433781 eta: 8:05:38 batch_cost: 1.1119 data_cost: 0.0012 ips: 7.1950 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:23:06] ppdet.engine.callbacks INFO: Epoch: [43] [  0/264] learning_rate: 0.000100 loss_class: 2.406451 loss_bbox: 0.189387 loss_giou: 0.254675 loss_mask: 0.455952 loss_dice: 0.504990 loss_class_aux: 15.254455 loss_bbox_aux: 1.233600 loss_giou_aux: 1.614411 loss_mask_aux: 2.713901 loss_dice_aux: 3.055200 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.399815 loss: 29.861233 eta: 8:06:55 batch_cost: 3.1050 data_cost: 1.9869 ips: 2.5765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:23:19] ppdet.engine.callbacks INFO: Epoch: [43] [ 10/264] learning_rate: 0.000100 loss_class: 2.366271 loss_bbox: 0.171718 loss_giou: 0.224670 loss_mask: 0.417670 loss_dice: 0.451815 loss_class_aux: 15.009836 loss_bbox_aux: 1.089550 loss_giou_aux: 1.490792 loss_mask_aux: 2.523889 loss_dice_aux: 2.738904 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.363783 loss: 29.318148 eta: 8:07:10 batch_cost: 1.2926 data_cost: 0.0018 ips: 6.1891 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:23:31] ppdet.engine.callbacks INFO: Epoch: [43] [ 20/264] learning_rate: 0.000100 loss_class: 2.220943 loss_bbox: 0.166794 loss_giou: 0.238812 loss_mask: 0.414241 loss_dice: 0.447232 loss_class_aux: 13.922801 loss_bbox_aux: 1.108363 loss_giou_aux: 1.516982 loss_mask_aux: 2.520287 loss_dice_aux: 2.726123 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.252082 eta: 8:07:21 batch_cost: 1.2072 data_cost: 0.0014 ips: 6.6271 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:23:43] ppdet.engine.callbacks INFO: Epoch: [43] [ 30/264] learning_rate: 0.000100 loss_class: 2.482620 loss_bbox: 0.190168 loss_giou: 0.245852 loss_mask: 0.563828 loss_dice: 0.488769 loss_class_aux: 15.703268 loss_bbox_aux: 1.199256 loss_giou_aux: 1.549179 loss_mask_aux: 3.378239 loss_dice_aux: 2.962415 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.699105 eta: 8:07:30 batch_cost: 1.1589 data_cost: 0.0014 ips: 6.9029 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:23:55] ppdet.engine.callbacks INFO: Epoch: [43] [ 40/264] learning_rate: 0.000100 loss_class: 2.575419 loss_bbox: 0.189334 loss_giou: 0.260309 loss_mask: 0.504654 loss_dice: 0.486881 loss_class_aux: 16.492750 loss_bbox_aux: 1.166110 loss_giou_aux: 1.632912 loss_mask_aux: 3.214843 loss_dice_aux: 3.009984 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.461347 eta: 8:07:40 batch_cost: 1.1606 data_cost: 0.0014 ips: 6.8931 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:24:07] ppdet.engine.callbacks INFO: Epoch: [43] [ 50/264] learning_rate: 0.000100 loss_class: 2.337748 loss_bbox: 0.181128 loss_giou: 0.254854 loss_mask: 0.435860 loss_dice: 0.452208 loss_class_aux: 14.631379 loss_bbox_aux: 1.150689 loss_giou_aux: 1.624364 loss_mask_aux: 2.652417 loss_dice_aux: 2.682742 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.093294 loss: 27.564675 eta: 8:07:48 batch_cost: 1.1401 data_cost: 0.0015 ips: 7.0171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:24:20] ppdet.engine.callbacks INFO: Epoch: [43] [ 60/264] learning_rate: 0.000100 loss_class: 2.425587 loss_bbox: 0.182007 loss_giou: 0.221407 loss_mask: 0.519857 loss_dice: 0.449867 loss_class_aux: 14.897610 loss_bbox_aux: 1.264105 loss_giou_aux: 1.445183 loss_mask_aux: 3.383702 loss_dice_aux: 2.736271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.673362 eta: 8:08:01 batch_cost: 1.2624 data_cost: 0.0014 ips: 6.3371 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:24:32] ppdet.engine.callbacks INFO: Epoch: [43] [ 70/264] learning_rate: 0.000100 loss_class: 2.558760 loss_bbox: 0.177783 loss_giou: 0.260363 loss_mask: 0.467687 loss_dice: 0.487996 loss_class_aux: 15.958166 loss_bbox_aux: 1.165312 loss_giou_aux: 1.641487 loss_mask_aux: 2.974240 loss_dice_aux: 2.905845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.610851 loss: 30.176301 eta: 8:08:14 batch_cost: 1.2354 data_cost: 0.0014 ips: 6.4755 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:24:44] ppdet.engine.callbacks INFO: Epoch: [43] [ 80/264] learning_rate: 0.000100 loss_class: 2.560880 loss_bbox: 0.177947 loss_giou: 0.226213 loss_mask: 0.490788 loss_dice: 0.505632 loss_class_aux: 16.137357 loss_bbox_aux: 1.226242 loss_giou_aux: 1.478869 loss_mask_aux: 3.064325 loss_dice_aux: 3.076661 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.564477 eta: 8:08:22 batch_cost: 1.1398 data_cost: 0.0014 ips: 7.0188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:24:49] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:24:49] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:25:00] ppdet.engine.callbacks INFO: Epoch: [43] [ 90/264] learning_rate: 0.000100 loss_class: 2.491622 loss_bbox: 0.178259 loss_giou: 0.274489 loss_mask: 0.485737 loss_dice: 0.511285 loss_class_aux: 16.211056 loss_bbox_aux: 1.126594 loss_giou_aux: 1.712148 loss_mask_aux: 2.864313 loss_dice_aux: 3.152687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.201050 loss: 29.146093 eta: 8:08:48 batch_cost: 1.6227 data_cost: 0.0014 ips: 4.9300 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:25:18] ppdet.engine.callbacks INFO: Epoch: [43] [100/264] learning_rate: 0.000100 loss_class: 2.484361 loss_bbox: 0.185973 loss_giou: 0.245401 loss_mask: 0.584230 loss_dice: 0.479758 loss_class_aux: 15.791686 loss_bbox_aux: 1.144575 loss_giou_aux: 1.562781 loss_mask_aux: 3.384935 loss_dice_aux: 2.983058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.538693 eta: 8:09:17 batch_cost: 1.7132 data_cost: 0.0014 ips: 4.6698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:25:39] ppdet.engine.callbacks INFO: Epoch: [43] [110/264] learning_rate: 0.000100 loss_class: 2.319178 loss_bbox: 0.164485 loss_giou: 0.232530 loss_mask: 0.428639 loss_dice: 0.453841 loss_class_aux: 14.723863 loss_bbox_aux: 1.059176 loss_giou_aux: 1.528740 loss_mask_aux: 2.683653 loss_dice_aux: 2.722058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.076927 eta: 8:09:58 batch_cost: 2.0498 data_cost: 0.0014 ips: 3.9029 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:25:52] ppdet.engine.callbacks INFO: Epoch: [43] [120/264] learning_rate: 0.000100 loss_class: 2.411674 loss_bbox: 0.167264 loss_giou: 0.238422 loss_mask: 0.412906 loss_dice: 0.455537 loss_class_aux: 15.522185 loss_bbox_aux: 1.126056 loss_giou_aux: 1.552356 loss_mask_aux: 2.749349 loss_dice_aux: 2.781419 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.081414 loss: 27.561228 eta: 8:10:12 batch_cost: 1.2909 data_cost: 0.0014 ips: 6.1974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:26:03] ppdet.engine.callbacks INFO: Epoch: [43] [130/264] learning_rate: 0.000100 loss_class: 2.570017 loss_bbox: 0.187682 loss_giou: 0.268762 loss_mask: 0.453851 loss_dice: 0.485097 loss_class_aux: 16.174089 loss_bbox_aux: 1.242632 loss_giou_aux: 1.700235 loss_mask_aux: 2.916087 loss_dice_aux: 2.951656 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.599369 eta: 8:10:20 batch_cost: 1.1182 data_cost: 0.0014 ips: 7.1544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:26:13] ppdet.engine.callbacks INFO: Epoch: [43] [140/264] learning_rate: 0.000100 loss_class: 2.226478 loss_bbox: 0.173347 loss_giou: 0.248784 loss_mask: 0.476159 loss_dice: 0.437102 loss_class_aux: 14.392435 loss_bbox_aux: 1.219393 loss_giou_aux: 1.575630 loss_mask_aux: 2.905780 loss_dice_aux: 2.687439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.454571 loss: 27.045795 eta: 8:10:20 batch_cost: 0.9126 data_cost: 0.0015 ips: 8.7666 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:26:25] ppdet.engine.callbacks INFO: Epoch: [43] [150/264] learning_rate: 0.000100 loss_class: 2.670303 loss_bbox: 0.178148 loss_giou: 0.253789 loss_mask: 0.464874 loss_dice: 0.454085 loss_class_aux: 16.161588 loss_bbox_aux: 1.226978 loss_giou_aux: 1.640540 loss_mask_aux: 3.084437 loss_dice_aux: 3.000873 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.609384 loss: 30.664303 eta: 8:10:29 batch_cost: 1.1740 data_cost: 0.0014 ips: 6.8144 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:26:36] ppdet.engine.callbacks INFO: Epoch: [43] [160/264] learning_rate: 0.000100 loss_class: 2.758002 loss_bbox: 0.175429 loss_giou: 0.270775 loss_mask: 0.424638 loss_dice: 0.497233 loss_class_aux: 17.474616 loss_bbox_aux: 1.132381 loss_giou_aux: 1.706069 loss_mask_aux: 2.660868 loss_dice_aux: 3.031896 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.546211 loss: 31.534862 eta: 8:10:38 batch_cost: 1.1648 data_cost: 0.0014 ips: 6.8679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:26:48] ppdet.engine.callbacks INFO: Epoch: [43] [170/264] learning_rate: 0.000100 loss_class: 2.228291 loss_bbox: 0.144970 loss_giou: 0.238310 loss_mask: 0.362902 loss_dice: 0.423574 loss_class_aux: 14.446577 loss_bbox_aux: 0.949252 loss_giou_aux: 1.520432 loss_mask_aux: 2.207794 loss_dice_aux: 2.593883 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.899963 eta: 8:10:47 batch_cost: 1.1623 data_cost: 0.0014 ips: 6.8831 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:27:01] ppdet.engine.callbacks INFO: Epoch: [43] [180/264] learning_rate: 0.000100 loss_class: 2.156718 loss_bbox: 0.157929 loss_giou: 0.235992 loss_mask: 0.443754 loss_dice: 0.457147 loss_class_aux: 13.797157 loss_bbox_aux: 1.029804 loss_giou_aux: 1.470935 loss_mask_aux: 2.596963 loss_dice_aux: 2.733439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.708628 eta: 8:10:58 batch_cost: 1.1980 data_cost: 0.0014 ips: 6.6779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:27:13] ppdet.engine.callbacks INFO: Epoch: [43] [190/264] learning_rate: 0.000100 loss_class: 2.174618 loss_bbox: 0.198856 loss_giou: 0.247491 loss_mask: 0.452793 loss_dice: 0.446916 loss_class_aux: 13.467111 loss_bbox_aux: 1.229859 loss_giou_aux: 1.518270 loss_mask_aux: 2.581365 loss_dice_aux: 2.762117 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.860594 loss: 27.177138 eta: 8:11:08 batch_cost: 1.2096 data_cost: 0.0015 ips: 6.6139 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:27:24] ppdet.engine.callbacks INFO: Epoch: [43] [200/264] learning_rate: 0.000100 loss_class: 2.432104 loss_bbox: 0.180474 loss_giou: 0.258592 loss_mask: 0.496918 loss_dice: 0.489519 loss_class_aux: 15.244421 loss_bbox_aux: 1.183459 loss_giou_aux: 1.638173 loss_mask_aux: 2.867086 loss_dice_aux: 3.006209 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568419 loss: 29.338495 eta: 8:11:15 batch_cost: 1.1013 data_cost: 0.0014 ips: 7.2640 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:27:35] ppdet.engine.callbacks INFO: Epoch: [43] [210/264] learning_rate: 0.000100 loss_class: 2.356853 loss_bbox: 0.168729 loss_giou: 0.252449 loss_mask: 0.458645 loss_dice: 0.483814 loss_class_aux: 14.564622 loss_bbox_aux: 1.100090 loss_giou_aux: 1.576673 loss_mask_aux: 2.855189 loss_dice_aux: 3.005929 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.299873 eta: 8:11:21 batch_cost: 1.1010 data_cost: 0.0014 ips: 7.2662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:27:47] ppdet.engine.callbacks INFO: Epoch: [43] [220/264] learning_rate: 0.000100 loss_class: 2.567352 loss_bbox: 0.166629 loss_giou: 0.239789 loss_mask: 0.477335 loss_dice: 0.484952 loss_class_aux: 15.272528 loss_bbox_aux: 1.152576 loss_giou_aux: 1.555537 loss_mask_aux: 3.128940 loss_dice_aux: 3.004122 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.299615 eta: 8:11:31 batch_cost: 1.1745 data_cost: 0.0014 ips: 6.8113 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:27:59] ppdet.engine.callbacks INFO: Epoch: [43] [230/264] learning_rate: 0.000100 loss_class: 2.257487 loss_bbox: 0.161876 loss_giou: 0.232993 loss_mask: 0.430258 loss_dice: 0.455650 loss_class_aux: 14.455003 loss_bbox_aux: 1.086835 loss_giou_aux: 1.486457 loss_mask_aux: 2.642377 loss_dice_aux: 2.757290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.149220 eta: 8:11:40 batch_cost: 1.1835 data_cost: 0.0012 ips: 6.7595 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:28:16] ppdet.engine.callbacks INFO: Epoch: [43] [240/264] learning_rate: 0.000100 loss_class: 2.480073 loss_bbox: 0.151481 loss_giou: 0.241483 loss_mask: 0.409174 loss_dice: 0.442960 loss_class_aux: 15.926506 loss_bbox_aux: 1.052623 loss_giou_aux: 1.557419 loss_mask_aux: 2.593087 loss_dice_aux: 2.689007 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250190 loss: 27.905840 eta: 8:12:06 batch_cost: 1.6405 data_cost: 0.0012 ips: 4.8765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:28:35] ppdet.engine.callbacks INFO: Epoch: [43] [250/264] learning_rate: 0.000100 loss_class: 2.553572 loss_bbox: 0.212606 loss_giou: 0.270699 loss_mask: 0.612466 loss_dice: 0.546163 loss_class_aux: 16.092004 loss_bbox_aux: 1.478715 loss_giou_aux: 1.749082 loss_mask_aux: 3.739005 loss_dice_aux: 3.262117 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.887281 eta: 8:12:39 batch_cost: 1.8607 data_cost: 0.0012 ips: 4.2996 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:28:47] ppdet.engine.callbacks INFO: Epoch: [43] [260/264] learning_rate: 0.000100 loss_class: 2.302722 loss_bbox: 0.183541 loss_giou: 0.248971 loss_mask: 0.485319 loss_dice: 0.514251 loss_class_aux: 14.698785 loss_bbox_aux: 1.224450 loss_giou_aux: 1.568370 loss_mask_aux: 2.767149 loss_dice_aux: 3.090284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.874220 eta: 8:12:47 batch_cost: 1.1497 data_cost: 0.0012 ips: 6.9584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:29:18] ppdet.engine.callbacks INFO: Epoch: [44] [  0/264] learning_rate: 0.000100 loss_class: 2.421364 loss_bbox: 0.180164 loss_giou: 0.248971 loss_mask: 0.487263 loss_dice: 0.513298 loss_class_aux: 15.313922 loss_bbox_aux: 1.193864 loss_giou_aux: 1.569133 loss_mask_aux: 2.701261 loss_dice_aux: 3.090284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.845979 eta: 8:13:34 batch_cost: 2.3679 data_cost: 1.1797 ips: 3.3786 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:29:34] ppdet.engine.callbacks INFO: Epoch: [44] [ 10/264] learning_rate: 0.000100 loss_class: 2.356445 loss_bbox: 0.189274 loss_giou: 0.234824 loss_mask: 0.486285 loss_dice: 0.448030 loss_class_aux: 15.555474 loss_bbox_aux: 1.187088 loss_giou_aux: 1.479049 loss_mask_aux: 3.080726 loss_dice_aux: 2.756090 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.465705 loss: 28.262242 eta: 8:13:55 batch_cost: 1.5173 data_cost: 0.1002 ips: 5.2726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:29:46] ppdet.engine.callbacks INFO: Epoch: [44] [ 20/264] learning_rate: 0.000100 loss_class: 2.223337 loss_bbox: 0.181482 loss_giou: 0.217102 loss_mask: 0.529076 loss_dice: 0.468776 loss_class_aux: 14.479938 loss_bbox_aux: 1.198303 loss_giou_aux: 1.380636 loss_mask_aux: 3.215290 loss_dice_aux: 2.904658 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.274282 eta: 8:14:07 batch_cost: 1.2587 data_cost: 0.0017 ips: 6.3557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:29:57] ppdet.engine.callbacks INFO: Epoch: [44] [ 30/264] learning_rate: 0.000100 loss_class: 2.430885 loss_bbox: 0.184371 loss_giou: 0.244193 loss_mask: 0.518271 loss_dice: 0.484311 loss_class_aux: 15.694441 loss_bbox_aux: 1.256306 loss_giou_aux: 1.578138 loss_mask_aux: 3.103893 loss_dice_aux: 2.974763 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557389 loss: 29.524201 eta: 8:14:13 batch_cost: 1.0806 data_cost: 0.0014 ips: 7.4034 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:30:10] ppdet.engine.callbacks INFO: Epoch: [44] [ 40/264] learning_rate: 0.000100 loss_class: 2.546429 loss_bbox: 0.183725 loss_giou: 0.245864 loss_mask: 0.568550 loss_dice: 0.538806 loss_class_aux: 16.134160 loss_bbox_aux: 1.228274 loss_giou_aux: 1.620854 loss_mask_aux: 3.413885 loss_dice_aux: 3.283238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.760119 loss: 32.273415 eta: 8:14:24 batch_cost: 1.2355 data_cost: 0.0014 ips: 6.4749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:30:22] ppdet.engine.callbacks INFO: Epoch: [44] [ 50/264] learning_rate: 0.000100 loss_class: 2.288847 loss_bbox: 0.174686 loss_giou: 0.208093 loss_mask: 0.579408 loss_dice: 0.484037 loss_class_aux: 14.283092 loss_bbox_aux: 1.210298 loss_giou_aux: 1.368866 loss_mask_aux: 3.696077 loss_dice_aux: 2.913978 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.539554 eta: 8:14:33 batch_cost: 1.1955 data_cost: 0.0015 ips: 6.6916 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:30:39] ppdet.engine.callbacks INFO: Epoch: [44] [ 60/264] learning_rate: 0.000100 loss_class: 2.590895 loss_bbox: 0.178581 loss_giou: 0.219214 loss_mask: 0.623127 loss_dice: 0.492942 loss_class_aux: 16.419973 loss_bbox_aux: 1.224645 loss_giou_aux: 1.443870 loss_mask_aux: 3.751542 loss_dice_aux: 3.019096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.141539 eta: 8:14:58 batch_cost: 1.6166 data_cost: 0.0015 ips: 4.9486 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:30:58] ppdet.engine.callbacks INFO: Epoch: [44] [ 70/264] learning_rate: 0.000100 loss_class: 2.345586 loss_bbox: 0.183737 loss_giou: 0.244603 loss_mask: 0.506590 loss_dice: 0.501878 loss_class_aux: 14.886376 loss_bbox_aux: 1.139639 loss_giou_aux: 1.559062 loss_mask_aux: 2.954110 loss_dice_aux: 2.970130 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.550595 loss: 27.628117 eta: 8:15:33 batch_cost: 1.9391 data_cost: 0.0014 ips: 4.1256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:31:04] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:31:04] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:31:11] ppdet.engine.callbacks INFO: Epoch: [44] [ 80/264] learning_rate: 0.000100 loss_class: 2.327013 loss_bbox: 0.164437 loss_giou: 0.251048 loss_mask: 0.431394 loss_dice: 0.488971 loss_class_aux: 15.047023 loss_bbox_aux: 1.078521 loss_giou_aux: 1.566171 loss_mask_aux: 3.011586 loss_dice_aux: 2.958045 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.327133 eta: 8:15:43 batch_cost: 1.2023 data_cost: 0.0015 ips: 6.6540 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:31:31] ppdet.engine.callbacks INFO: Epoch: [44] [ 90/264] learning_rate: 0.000100 loss_class: 2.607515 loss_bbox: 0.200849 loss_giou: 0.260825 loss_mask: 0.595141 loss_dice: 0.522389 loss_class_aux: 16.587407 loss_bbox_aux: 1.386535 loss_giou_aux: 1.657235 loss_mask_aux: 3.727004 loss_dice_aux: 3.235988 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.667345 eta: 8:16:21 batch_cost: 2.0201 data_cost: 0.0014 ips: 3.9601 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:31:47] ppdet.engine.callbacks INFO: Epoch: [44] [100/264] learning_rate: 0.000100 loss_class: 2.359841 loss_bbox: 0.200609 loss_giou: 0.246881 loss_mask: 0.579814 loss_dice: 0.472037 loss_class_aux: 15.966458 loss_bbox_aux: 1.300661 loss_giou_aux: 1.558318 loss_mask_aux: 3.615577 loss_dice_aux: 2.901486 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.707636 eta: 8:16:44 batch_cost: 1.5773 data_cost: 0.0014 ips: 5.0719 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:32:00] ppdet.engine.callbacks INFO: Epoch: [44] [110/264] learning_rate: 0.000100 loss_class: 2.259581 loss_bbox: 0.170405 loss_giou: 0.242013 loss_mask: 0.450608 loss_dice: 0.449832 loss_class_aux: 14.618725 loss_bbox_aux: 1.093732 loss_giou_aux: 1.523267 loss_mask_aux: 2.628533 loss_dice_aux: 2.710351 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.320115 loss: 27.423238 eta: 8:16:54 batch_cost: 1.2298 data_cost: 0.0014 ips: 6.5052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:32:11] ppdet.engine.callbacks INFO: Epoch: [44] [120/264] learning_rate: 0.000100 loss_class: 2.782589 loss_bbox: 0.189064 loss_giou: 0.266940 loss_mask: 0.558447 loss_dice: 0.524803 loss_class_aux: 17.445158 loss_bbox_aux: 1.289439 loss_giou_aux: 1.696932 loss_mask_aux: 3.501194 loss_dice_aux: 3.199109 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.112720 eta: 8:17:00 batch_cost: 1.0981 data_cost: 0.0014 ips: 7.2854 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:32:23] ppdet.engine.callbacks INFO: Epoch: [44] [130/264] learning_rate: 0.000100 loss_class: 2.310931 loss_bbox: 0.190358 loss_giou: 0.238703 loss_mask: 0.545789 loss_dice: 0.493154 loss_class_aux: 14.761433 loss_bbox_aux: 1.215250 loss_giou_aux: 1.510348 loss_mask_aux: 3.154840 loss_dice_aux: 2.930806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.479714 eta: 8:17:09 batch_cost: 1.2037 data_cost: 0.0015 ips: 6.6462 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:32:35] ppdet.engine.callbacks INFO: Epoch: [44] [140/264] learning_rate: 0.000100 loss_class: 2.270767 loss_bbox: 0.178025 loss_giou: 0.219370 loss_mask: 0.438497 loss_dice: 0.468796 loss_class_aux: 14.239655 loss_bbox_aux: 1.162176 loss_giou_aux: 1.415117 loss_mask_aux: 2.749573 loss_dice_aux: 2.823272 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.536766 loss: 26.510546 eta: 8:17:18 batch_cost: 1.1702 data_cost: 0.0015 ips: 6.8363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:32:48] ppdet.engine.callbacks INFO: Epoch: [44] [150/264] learning_rate: 0.000100 loss_class: 2.486201 loss_bbox: 0.192157 loss_giou: 0.235654 loss_mask: 0.514256 loss_dice: 0.450293 loss_class_aux: 15.498047 loss_bbox_aux: 1.234562 loss_giou_aux: 1.512069 loss_mask_aux: 3.285807 loss_dice_aux: 2.733249 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.541360 eta: 8:17:27 batch_cost: 1.2105 data_cost: 0.0016 ips: 6.6090 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:33:01] ppdet.engine.callbacks INFO: Epoch: [44] [160/264] learning_rate: 0.000100 loss_class: 2.364880 loss_bbox: 0.194435 loss_giou: 0.255192 loss_mask: 0.638649 loss_dice: 0.559912 loss_class_aux: 15.202725 loss_bbox_aux: 1.329810 loss_giou_aux: 1.597064 loss_mask_aux: 3.908497 loss_dice_aux: 3.316433 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.576430 loss: 31.457027 eta: 8:17:39 batch_cost: 1.2780 data_cost: 0.0014 ips: 6.2596 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:33:12] ppdet.engine.callbacks INFO: Epoch: [44] [170/264] learning_rate: 0.000100 loss_class: 2.614129 loss_bbox: 0.178115 loss_giou: 0.261177 loss_mask: 0.548513 loss_dice: 0.479823 loss_class_aux: 16.485754 loss_bbox_aux: 1.257167 loss_giou_aux: 1.658513 loss_mask_aux: 3.428218 loss_dice_aux: 3.012792 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.665503 eta: 8:17:44 batch_cost: 1.0722 data_cost: 0.0014 ips: 7.4611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:33:24] ppdet.engine.callbacks INFO: Epoch: [44] [180/264] learning_rate: 0.000100 loss_class: 2.454329 loss_bbox: 0.203971 loss_giou: 0.285230 loss_mask: 0.545582 loss_dice: 0.541404 loss_class_aux: 15.939844 loss_bbox_aux: 1.301619 loss_giou_aux: 1.785198 loss_mask_aux: 3.312997 loss_dice_aux: 3.321634 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.169233 eta: 8:17:54 batch_cost: 1.2333 data_cost: 0.0014 ips: 6.4866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:33:36] ppdet.engine.callbacks INFO: Epoch: [44] [190/264] learning_rate: 0.000100 loss_class: 2.494869 loss_bbox: 0.205449 loss_giou: 0.255197 loss_mask: 0.502281 loss_dice: 0.471845 loss_class_aux: 15.765332 loss_bbox_aux: 1.329247 loss_giou_aux: 1.637640 loss_mask_aux: 3.143367 loss_dice_aux: 2.917692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.064036 loss: 29.960539 eta: 8:18:01 batch_cost: 1.1379 data_cost: 0.0015 ips: 7.0306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:33:47] ppdet.engine.callbacks INFO: Epoch: [44] [200/264] learning_rate: 0.000100 loss_class: 2.611873 loss_bbox: 0.171378 loss_giou: 0.223931 loss_mask: 0.441931 loss_dice: 0.486698 loss_class_aux: 16.408243 loss_bbox_aux: 1.146864 loss_giou_aux: 1.448706 loss_mask_aux: 2.824341 loss_dice_aux: 2.963640 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.483674 eta: 8:18:07 batch_cost: 1.1218 data_cost: 0.0014 ips: 7.1313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:34:00] ppdet.engine.callbacks INFO: Epoch: [44] [210/264] learning_rate: 0.000100 loss_class: 2.829830 loss_bbox: 0.200975 loss_giou: 0.244274 loss_mask: 0.553670 loss_dice: 0.519319 loss_class_aux: 17.793072 loss_bbox_aux: 1.378179 loss_giou_aux: 1.584058 loss_mask_aux: 3.359774 loss_dice_aux: 3.153501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.332045 eta: 8:18:19 batch_cost: 1.2698 data_cost: 0.0015 ips: 6.3001 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:34:12] ppdet.engine.callbacks INFO: Epoch: [44] [220/264] learning_rate: 0.000100 loss_class: 2.542432 loss_bbox: 0.171079 loss_giou: 0.237535 loss_mask: 0.481198 loss_dice: 0.491472 loss_class_aux: 15.901674 loss_bbox_aux: 1.159192 loss_giou_aux: 1.544143 loss_mask_aux: 2.911318 loss_dice_aux: 2.955325 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.903043 eta: 8:18:28 batch_cost: 1.2024 data_cost: 0.0013 ips: 6.6535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:34:25] ppdet.engine.callbacks INFO: Epoch: [44] [230/264] learning_rate: 0.000100 loss_class: 2.616867 loss_bbox: 0.187622 loss_giou: 0.259892 loss_mask: 0.490213 loss_dice: 0.489938 loss_class_aux: 16.582167 loss_bbox_aux: 1.192984 loss_giou_aux: 1.665107 loss_mask_aux: 2.982305 loss_dice_aux: 3.005570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.397905 loss: 31.447989 eta: 8:18:37 batch_cost: 1.2171 data_cost: 0.0012 ips: 6.5733 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:34:36] ppdet.engine.callbacks INFO: Epoch: [44] [240/264] learning_rate: 0.000100 loss_class: 2.137051 loss_bbox: 0.160062 loss_giou: 0.236426 loss_mask: 0.420496 loss_dice: 0.467044 loss_class_aux: 13.805801 loss_bbox_aux: 1.084437 loss_giou_aux: 1.549946 loss_mask_aux: 2.555234 loss_dice_aux: 2.769341 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.370775 eta: 8:18:44 batch_cost: 1.1327 data_cost: 0.0012 ips: 7.0626 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:34:48] ppdet.engine.callbacks INFO: Epoch: [44] [250/264] learning_rate: 0.000100 loss_class: 2.624352 loss_bbox: 0.172926 loss_giou: 0.225567 loss_mask: 0.535319 loss_dice: 0.503537 loss_class_aux: 16.291546 loss_bbox_aux: 1.245546 loss_giou_aux: 1.457169 loss_mask_aux: 3.316033 loss_dice_aux: 3.027684 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.512196 eta: 8:18:52 batch_cost: 1.1695 data_cost: 0.0013 ips: 6.8405 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:35:01] ppdet.engine.callbacks INFO: Epoch: [44] [260/264] learning_rate: 0.000100 loss_class: 2.304349 loss_bbox: 0.188506 loss_giou: 0.219309 loss_mask: 0.476458 loss_dice: 0.441810 loss_class_aux: 14.563237 loss_bbox_aux: 1.212145 loss_giou_aux: 1.428258 loss_mask_aux: 2.984159 loss_dice_aux: 2.804571 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.516215 eta: 8:19:01 batch_cost: 1.2084 data_cost: 0.0012 ips: 6.6201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:35:20] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/44
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 21:35:25] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/44/inference/inference.yml
[05/13 21:35:25] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 21:35:25] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/44/inference
[05/13 21:35:28] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 21:35:42] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 21:35:56] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 21:36:02] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 21:36:02] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.65s).
Accumulating evaluation results...
DONE (t=0.26s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.538
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.751
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.634
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.538
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.763
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
[05/13 21:36:04] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 6.6870469642327315
[05/13 21:36:04] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 21:36:04] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/44
[05/13 21:36:04] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 21:36:04] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 21:36:07] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 21:36:12] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 21:36:12] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 21:36:13] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 21:36:31] ppdet.engine.callbacks INFO: Epoch: [45] [  0/264] learning_rate: 0.000100 loss_class: 2.419781 loss_bbox: 0.186815 loss_giou: 0.215490 loss_mask: 0.499750 loss_dice: 0.487025 loss_class_aux: 15.344905 loss_bbox_aux: 1.209481 loss_giou_aux: 1.458484 loss_mask_aux: 2.984159 loss_dice_aux: 2.909282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.432013 eta: 8:20:01 batch_cost: 2.8814 data_cost: 1.5614 ips: 2.7765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:36:45] ppdet.engine.callbacks INFO: Epoch: [45] [ 10/264] learning_rate: 0.000100 loss_class: 2.299289 loss_bbox: 0.165965 loss_giou: 0.231238 loss_mask: 0.492173 loss_dice: 0.459996 loss_class_aux: 14.775049 loss_bbox_aux: 1.125474 loss_giou_aux: 1.494647 loss_mask_aux: 2.955845 loss_dice_aux: 2.820589 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.027580 loss: 29.279555 eta: 8:20:15 batch_cost: 1.3449 data_cost: 0.0026 ips: 5.9485 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:36:57] ppdet.engine.callbacks INFO: Epoch: [45] [ 20/264] learning_rate: 0.000100 loss_class: 2.449943 loss_bbox: 0.174883 loss_giou: 0.234262 loss_mask: 0.459471 loss_dice: 0.467072 loss_class_aux: 15.559698 loss_bbox_aux: 1.154461 loss_giou_aux: 1.517269 loss_mask_aux: 2.892141 loss_dice_aux: 2.827381 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.372961 eta: 8:20:23 batch_cost: 1.1708 data_cost: 0.0014 ips: 6.8330 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:37:09] ppdet.engine.callbacks INFO: Epoch: [45] [ 30/264] learning_rate: 0.000100 loss_class: 2.439606 loss_bbox: 0.188942 loss_giou: 0.215911 loss_mask: 0.520795 loss_dice: 0.463219 loss_class_aux: 15.664635 loss_bbox_aux: 1.165958 loss_giou_aux: 1.431009 loss_mask_aux: 3.039841 loss_dice_aux: 2.800737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.440578 eta: 8:20:28 batch_cost: 1.1224 data_cost: 0.0015 ips: 7.1278 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:37:21] ppdet.engine.callbacks INFO: Epoch: [45] [ 40/264] learning_rate: 0.000100 loss_class: 2.226160 loss_bbox: 0.191093 loss_giou: 0.236078 loss_mask: 0.509329 loss_dice: 0.482565 loss_class_aux: 13.952438 loss_bbox_aux: 1.260298 loss_giou_aux: 1.530276 loss_mask_aux: 2.979983 loss_dice_aux: 2.884343 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557389 loss: 26.811179 eta: 8:20:38 batch_cost: 1.2283 data_cost: 0.0014 ips: 6.5130 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:37:34] ppdet.engine.callbacks INFO: Epoch: [45] [ 50/264] learning_rate: 0.000100 loss_class: 2.375033 loss_bbox: 0.162281 loss_giou: 0.233678 loss_mask: 0.420717 loss_dice: 0.432631 loss_class_aux: 14.770360 loss_bbox_aux: 1.064939 loss_giou_aux: 1.496746 loss_mask_aux: 2.608141 loss_dice_aux: 2.731227 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.404789 eta: 8:20:47 batch_cost: 1.1951 data_cost: 0.0015 ips: 6.6941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:37:46] ppdet.engine.callbacks INFO: Epoch: [45] [ 60/264] learning_rate: 0.000100 loss_class: 2.394483 loss_bbox: 0.174714 loss_giou: 0.239538 loss_mask: 0.405586 loss_dice: 0.457599 loss_class_aux: 15.873141 loss_bbox_aux: 1.173521 loss_giou_aux: 1.522710 loss_mask_aux: 2.640742 loss_dice_aux: 2.722833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.552047 loss: 29.601102 eta: 8:20:55 batch_cost: 1.1846 data_cost: 0.0015 ips: 6.7535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:37:58] ppdet.engine.callbacks INFO: Epoch: [45] [ 70/264] learning_rate: 0.000100 loss_class: 2.556769 loss_bbox: 0.175987 loss_giou: 0.230017 loss_mask: 0.512313 loss_dice: 0.524964 loss_class_aux: 16.654302 loss_bbox_aux: 1.193677 loss_giou_aux: 1.473459 loss_mask_aux: 3.118710 loss_dice_aux: 3.065230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.011447 eta: 8:21:04 batch_cost: 1.2244 data_cost: 0.0014 ips: 6.5337 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:38:10] ppdet.engine.callbacks INFO: Epoch: [45] [ 80/264] learning_rate: 0.000100 loss_class: 2.304806 loss_bbox: 0.194740 loss_giou: 0.219949 loss_mask: 0.582360 loss_dice: 0.480270 loss_class_aux: 14.777842 loss_bbox_aux: 1.301573 loss_giou_aux: 1.410235 loss_mask_aux: 3.519224 loss_dice_aux: 2.899042 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.038502 eta: 8:21:12 batch_cost: 1.1797 data_cost: 0.0014 ips: 6.7814 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:38:22] ppdet.engine.callbacks INFO: Epoch: [45] [ 90/264] learning_rate: 0.000100 loss_class: 2.360897 loss_bbox: 0.169598 loss_giou: 0.241960 loss_mask: 0.515747 loss_dice: 0.468980 loss_class_aux: 14.756349 loss_bbox_aux: 1.126506 loss_giou_aux: 1.540990 loss_mask_aux: 3.102562 loss_dice_aux: 2.869842 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.680111 loss: 27.834438 eta: 8:21:19 batch_cost: 1.1774 data_cost: 0.0014 ips: 6.7946 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:38:35] ppdet.engine.callbacks INFO: Epoch: [45] [100/264] learning_rate: 0.000100 loss_class: 2.381139 loss_bbox: 0.175564 loss_giou: 0.256059 loss_mask: 0.472934 loss_dice: 0.522950 loss_class_aux: 15.704762 loss_bbox_aux: 1.132987 loss_giou_aux: 1.633834 loss_mask_aux: 2.891276 loss_dice_aux: 3.092972 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.003527 loss: 29.979239 eta: 8:21:28 batch_cost: 1.2122 data_cost: 0.0016 ips: 6.5995 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:38:47] ppdet.engine.callbacks INFO: Epoch: [45] [110/264] learning_rate: 0.000100 loss_class: 2.219728 loss_bbox: 0.153809 loss_giou: 0.223777 loss_mask: 0.410592 loss_dice: 0.474660 loss_class_aux: 14.085733 loss_bbox_aux: 1.069550 loss_giou_aux: 1.490630 loss_mask_aux: 2.752675 loss_dice_aux: 2.875322 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.912733 loss: 26.537968 eta: 8:21:38 batch_cost: 1.2336 data_cost: 0.0014 ips: 6.4853 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:38:59] ppdet.engine.callbacks INFO: Epoch: [45] [120/264] learning_rate: 0.000100 loss_class: 2.203366 loss_bbox: 0.160615 loss_giou: 0.240836 loss_mask: 0.394662 loss_dice: 0.461810 loss_class_aux: 14.093129 loss_bbox_aux: 1.109046 loss_giou_aux: 1.534526 loss_mask_aux: 2.435971 loss_dice_aux: 2.904139 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.782697 loss: 26.653897 eta: 8:21:46 batch_cost: 1.2025 data_cost: 0.0014 ips: 6.6527 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:39:11] ppdet.engine.callbacks INFO: Epoch: [45] [130/264] learning_rate: 0.000100 loss_class: 2.373832 loss_bbox: 0.180427 loss_giou: 0.239541 loss_mask: 0.503061 loss_dice: 0.461939 loss_class_aux: 15.381752 loss_bbox_aux: 1.193076 loss_giou_aux: 1.496486 loss_mask_aux: 2.981441 loss_dice_aux: 2.811197 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.038887 eta: 8:21:53 batch_cost: 1.1550 data_cost: 0.0017 ips: 6.9262 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:39:24] ppdet.engine.callbacks INFO: Epoch: [45] [140/264] learning_rate: 0.000100 loss_class: 2.462911 loss_bbox: 0.202865 loss_giou: 0.269984 loss_mask: 0.598078 loss_dice: 0.532005 loss_class_aux: 15.726712 loss_bbox_aux: 1.350659 loss_giou_aux: 1.747691 loss_mask_aux: 3.766233 loss_dice_aux: 3.356751 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.871324 eta: 8:22:03 batch_cost: 1.2480 data_cost: 0.0014 ips: 6.4100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:39:36] ppdet.engine.callbacks INFO: Epoch: [45] [150/264] learning_rate: 0.000100 loss_class: 2.258364 loss_bbox: 0.174534 loss_giou: 0.234867 loss_mask: 0.515639 loss_dice: 0.482681 loss_class_aux: 13.831741 loss_bbox_aux: 1.177196 loss_giou_aux: 1.525633 loss_mask_aux: 3.065723 loss_dice_aux: 2.897346 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.999652 eta: 8:22:11 batch_cost: 1.1910 data_cost: 0.0014 ips: 6.7170 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:39:49] ppdet.engine.callbacks INFO: Epoch: [45] [160/264] learning_rate: 0.000100 loss_class: 2.166526 loss_bbox: 0.157133 loss_giou: 0.230139 loss_mask: 0.377483 loss_dice: 0.435945 loss_class_aux: 13.490119 loss_bbox_aux: 1.019910 loss_giou_aux: 1.456316 loss_mask_aux: 2.317860 loss_dice_aux: 2.594133 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.773394 loss: 24.596491 eta: 8:22:20 batch_cost: 1.2430 data_cost: 0.0015 ips: 6.4362 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:39:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:39:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:40:01] ppdet.engine.callbacks INFO: Epoch: [45] [170/264] learning_rate: 0.000100 loss_class: 2.265794 loss_bbox: 0.146372 loss_giou: 0.241954 loss_mask: 0.376476 loss_dice: 0.426202 loss_class_aux: 14.438853 loss_bbox_aux: 0.966384 loss_giou_aux: 1.566777 loss_mask_aux: 2.272313 loss_dice_aux: 2.589775 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.312962 loss: 26.525282 eta: 8:22:27 batch_cost: 1.1615 data_cost: 0.0015 ips: 6.8878 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:40:13] ppdet.engine.callbacks INFO: Epoch: [45] [180/264] learning_rate: 0.000100 loss_class: 2.244660 loss_bbox: 0.187681 loss_giou: 0.228797 loss_mask: 0.448557 loss_dice: 0.467042 loss_class_aux: 14.818848 loss_bbox_aux: 1.165177 loss_giou_aux: 1.466479 loss_mask_aux: 2.710185 loss_dice_aux: 2.780420 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.056822 loss: 29.083982 eta: 8:22:35 batch_cost: 1.1943 data_cost: 0.0015 ips: 6.6987 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:40:22] ppdet.engine.callbacks INFO: Epoch: [45] [190/264] learning_rate: 0.000100 loss_class: 2.448694 loss_bbox: 0.195624 loss_giou: 0.258055 loss_mask: 0.522265 loss_dice: 0.497435 loss_class_aux: 15.791164 loss_bbox_aux: 1.250178 loss_giou_aux: 1.596691 loss_mask_aux: 3.204475 loss_dice_aux: 2.996312 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.502862 eta: 8:22:34 batch_cost: 0.9247 data_cost: 0.0016 ips: 8.6515 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:40:35] ppdet.engine.callbacks INFO: Epoch: [45] [200/264] learning_rate: 0.000100 loss_class: 2.577395 loss_bbox: 0.189533 loss_giou: 0.266364 loss_mask: 0.547148 loss_dice: 0.512638 loss_class_aux: 16.416914 loss_bbox_aux: 1.170557 loss_giou_aux: 1.671651 loss_mask_aux: 3.290442 loss_dice_aux: 3.168266 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.789988 eta: 8:22:43 batch_cost: 1.2167 data_cost: 0.0015 ips: 6.5753 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:40:47] ppdet.engine.callbacks INFO: Epoch: [45] [210/264] learning_rate: 0.000100 loss_class: 2.025389 loss_bbox: 0.150657 loss_giou: 0.225829 loss_mask: 0.434337 loss_dice: 0.460457 loss_class_aux: 13.149223 loss_bbox_aux: 1.007303 loss_giou_aux: 1.495257 loss_mask_aux: 2.670323 loss_dice_aux: 2.783433 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.537029 loss: 25.232244 eta: 8:22:52 batch_cost: 1.2283 data_cost: 0.0014 ips: 6.5128 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:41:00] ppdet.engine.callbacks INFO: Epoch: [45] [220/264] learning_rate: 0.000100 loss_class: 2.408437 loss_bbox: 0.179855 loss_giou: 0.241899 loss_mask: 0.584232 loss_dice: 0.516034 loss_class_aux: 15.131526 loss_bbox_aux: 1.123114 loss_giou_aux: 1.534204 loss_mask_aux: 3.462174 loss_dice_aux: 3.042003 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.689707 eta: 8:22:59 batch_cost: 1.1810 data_cost: 0.0014 ips: 6.7737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:41:12] ppdet.engine.callbacks INFO: Epoch: [45] [230/264] learning_rate: 0.000100 loss_class: 2.722916 loss_bbox: 0.209508 loss_giou: 0.250299 loss_mask: 0.549002 loss_dice: 0.526653 loss_class_aux: 17.728945 loss_bbox_aux: 1.403576 loss_giou_aux: 1.693440 loss_mask_aux: 3.232841 loss_dice_aux: 3.146448 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.610401 loss: 34.137955 eta: 8:23:07 batch_cost: 1.1921 data_cost: 0.0012 ips: 6.7106 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:41:24] ppdet.engine.callbacks INFO: Epoch: [45] [240/264] learning_rate: 0.000100 loss_class: 2.486000 loss_bbox: 0.201952 loss_giou: 0.251633 loss_mask: 0.524110 loss_dice: 0.532935 loss_class_aux: 15.297805 loss_bbox_aux: 1.259938 loss_giou_aux: 1.615882 loss_mask_aux: 3.126686 loss_dice_aux: 3.308972 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.832250 loss: 30.126181 eta: 8:23:15 batch_cost: 1.2194 data_cost: 0.0012 ips: 6.5604 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:41:37] ppdet.engine.callbacks INFO: Epoch: [45] [250/264] learning_rate: 0.000100 loss_class: 2.389469 loss_bbox: 0.187478 loss_giou: 0.224103 loss_mask: 0.514084 loss_dice: 0.466577 loss_class_aux: 15.315962 loss_bbox_aux: 1.209139 loss_giou_aux: 1.413640 loss_mask_aux: 3.240813 loss_dice_aux: 2.901664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.249346 loss: 30.435126 eta: 8:23:25 batch_cost: 1.2556 data_cost: 0.0012 ips: 6.3717 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:41:49] ppdet.engine.callbacks INFO: Epoch: [45] [260/264] learning_rate: 0.000100 loss_class: 2.661640 loss_bbox: 0.203133 loss_giou: 0.252110 loss_mask: 0.602098 loss_dice: 0.535293 loss_class_aux: 16.807049 loss_bbox_aux: 1.331946 loss_giou_aux: 1.612740 loss_mask_aux: 3.773937 loss_dice_aux: 3.230157 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.634013 eta: 8:23:32 batch_cost: 1.1519 data_cost: 0.0013 ips: 6.9451 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:42:29] ppdet.engine.callbacks INFO: Epoch: [46] [  0/264] learning_rate: 0.000100 loss_class: 2.545113 loss_bbox: 0.181032 loss_giou: 0.261386 loss_mask: 0.539345 loss_dice: 0.510948 loss_class_aux: 15.283610 loss_bbox_aux: 1.200653 loss_giou_aux: 1.697957 loss_mask_aux: 3.302449 loss_dice_aux: 3.004314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.424514 loss: 29.856933 eta: 8:24:44 batch_cost: 3.2557 data_cost: 2.0059 ips: 2.4573 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:42:42] ppdet.engine.callbacks INFO: Epoch: [46] [ 10/264] learning_rate: 0.000100 loss_class: 2.353897 loss_bbox: 0.163868 loss_giou: 0.235780 loss_mask: 0.462753 loss_dice: 0.441644 loss_class_aux: 14.817522 loss_bbox_aux: 1.098900 loss_giou_aux: 1.550628 loss_mask_aux: 2.882336 loss_dice_aux: 2.667581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.918026 eta: 8:24:55 batch_cost: 1.2843 data_cost: 0.0019 ips: 6.2292 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:42:55] ppdet.engine.callbacks INFO: Epoch: [46] [ 20/264] learning_rate: 0.000100 loss_class: 2.217436 loss_bbox: 0.166512 loss_giou: 0.252065 loss_mask: 0.428002 loss_dice: 0.492149 loss_class_aux: 14.401559 loss_bbox_aux: 1.075883 loss_giou_aux: 1.607385 loss_mask_aux: 2.614348 loss_dice_aux: 2.973121 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.292604 eta: 8:25:03 batch_cost: 1.2209 data_cost: 0.0015 ips: 6.5527 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:43:07] ppdet.engine.callbacks INFO: Epoch: [46] [ 30/264] learning_rate: 0.000100 loss_class: 2.052442 loss_bbox: 0.154591 loss_giou: 0.237511 loss_mask: 0.420743 loss_dice: 0.433954 loss_class_aux: 13.009152 loss_bbox_aux: 0.992069 loss_giou_aux: 1.478029 loss_mask_aux: 2.639585 loss_dice_aux: 2.589702 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.717707 eta: 8:25:11 batch_cost: 1.2177 data_cost: 0.0014 ips: 6.5699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:43:19] ppdet.engine.callbacks INFO: Epoch: [46] [ 40/264] learning_rate: 0.000100 loss_class: 2.334817 loss_bbox: 0.186577 loss_giou: 0.241779 loss_mask: 0.559118 loss_dice: 0.491082 loss_class_aux: 15.101869 loss_bbox_aux: 1.235243 loss_giou_aux: 1.551283 loss_mask_aux: 3.359688 loss_dice_aux: 2.995529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.955092 loss: 30.414419 eta: 8:25:20 batch_cost: 1.2252 data_cost: 0.0014 ips: 6.5297 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:43:32] ppdet.engine.callbacks INFO: Epoch: [46] [ 50/264] learning_rate: 0.000100 loss_class: 2.355159 loss_bbox: 0.177847 loss_giou: 0.235889 loss_mask: 0.473681 loss_dice: 0.479008 loss_class_aux: 16.041799 loss_bbox_aux: 1.147330 loss_giou_aux: 1.461714 loss_mask_aux: 2.779799 loss_dice_aux: 2.899175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.229372 eta: 8:25:28 batch_cost: 1.2160 data_cost: 0.0014 ips: 6.5788 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:43:44] ppdet.engine.callbacks INFO: Epoch: [46] [ 60/264] learning_rate: 0.000100 loss_class: 2.462744 loss_bbox: 0.175240 loss_giou: 0.251139 loss_mask: 0.439302 loss_dice: 0.478796 loss_class_aux: 15.227715 loss_bbox_aux: 1.193626 loss_giou_aux: 1.598767 loss_mask_aux: 2.716582 loss_dice_aux: 2.924533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.374249 eta: 8:25:36 batch_cost: 1.2120 data_cost: 0.0014 ips: 6.6005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:43:57] ppdet.engine.callbacks INFO: Epoch: [46] [ 70/264] learning_rate: 0.000100 loss_class: 2.253828 loss_bbox: 0.173746 loss_giou: 0.232753 loss_mask: 0.520787 loss_dice: 0.475208 loss_class_aux: 14.707483 loss_bbox_aux: 1.125075 loss_giou_aux: 1.474439 loss_mask_aux: 3.130129 loss_dice_aux: 2.861630 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.182826 eta: 8:25:44 batch_cost: 1.2141 data_cost: 0.0014 ips: 6.5890 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:44:09] ppdet.engine.callbacks INFO: Epoch: [46] [ 80/264] learning_rate: 0.000100 loss_class: 2.609137 loss_bbox: 0.189627 loss_giou: 0.256913 loss_mask: 0.532837 loss_dice: 0.504998 loss_class_aux: 16.500615 loss_bbox_aux: 1.199674 loss_giou_aux: 1.623419 loss_mask_aux: 3.341500 loss_dice_aux: 3.079980 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.591714 eta: 8:25:51 batch_cost: 1.1854 data_cost: 0.0014 ips: 6.7485 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:44:21] ppdet.engine.callbacks INFO: Epoch: [46] [ 90/264] learning_rate: 0.000100 loss_class: 2.524538 loss_bbox: 0.176050 loss_giou: 0.271519 loss_mask: 0.476087 loss_dice: 0.497116 loss_class_aux: 16.418194 loss_bbox_aux: 1.120237 loss_giou_aux: 1.707699 loss_mask_aux: 3.003889 loss_dice_aux: 3.028448 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.252679 eta: 8:25:58 batch_cost: 1.1939 data_cost: 0.0014 ips: 6.7005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:44:33] ppdet.engine.callbacks INFO: Epoch: [46] [100/264] learning_rate: 0.000100 loss_class: 2.956819 loss_bbox: 0.212179 loss_giou: 0.290724 loss_mask: 0.564305 loss_dice: 0.593959 loss_class_aux: 18.997171 loss_bbox_aux: 1.418704 loss_giou_aux: 1.855763 loss_mask_aux: 3.543243 loss_dice_aux: 3.555421 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 35.900644 eta: 8:26:06 batch_cost: 1.2038 data_cost: 0.0015 ips: 6.6457 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:44:45] ppdet.engine.callbacks INFO: Epoch: [46] [110/264] learning_rate: 0.000100 loss_class: 2.441528 loss_bbox: 0.174839 loss_giou: 0.225880 loss_mask: 0.381702 loss_dice: 0.425026 loss_class_aux: 15.620085 loss_bbox_aux: 1.088329 loss_giou_aux: 1.433107 loss_mask_aux: 2.521938 loss_dice_aux: 2.556556 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.850543 eta: 8:26:11 batch_cost: 1.1243 data_cost: 0.0015 ips: 7.1154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:44:54] ppdet.engine.callbacks INFO: Epoch: [46] [120/264] learning_rate: 0.000100 loss_class: 2.403588 loss_bbox: 0.165569 loss_giou: 0.266011 loss_mask: 0.411780 loss_dice: 0.492530 loss_class_aux: 15.127326 loss_bbox_aux: 1.093322 loss_giou_aux: 1.689086 loss_mask_aux: 2.561806 loss_dice_aux: 2.960769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.642255 loss: 28.104426 eta: 8:26:09 batch_cost: 0.9062 data_cost: 0.0018 ips: 8.8286 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:45:05] ppdet.engine.callbacks INFO: Epoch: [46] [130/264] learning_rate: 0.000100 loss_class: 2.303077 loss_bbox: 0.173747 loss_giou: 0.255122 loss_mask: 0.443547 loss_dice: 0.475777 loss_class_aux: 14.727766 loss_bbox_aux: 1.099048 loss_giou_aux: 1.590085 loss_mask_aux: 2.639373 loss_dice_aux: 2.930896 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.367693 eta: 8:26:13 batch_cost: 1.1097 data_cost: 0.0016 ips: 7.2092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:45:17] ppdet.engine.callbacks INFO: Epoch: [46] [140/264] learning_rate: 0.000100 loss_class: 2.347963 loss_bbox: 0.202761 loss_giou: 0.263931 loss_mask: 0.572444 loss_dice: 0.515931 loss_class_aux: 14.914801 loss_bbox_aux: 1.292653 loss_giou_aux: 1.655716 loss_mask_aux: 3.563363 loss_dice_aux: 3.045381 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.420352 loss: 29.091064 eta: 8:26:18 batch_cost: 1.1298 data_cost: 0.0015 ips: 7.0809 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:45:29] ppdet.engine.callbacks INFO: Epoch: [46] [150/264] learning_rate: 0.000100 loss_class: 2.470254 loss_bbox: 0.160574 loss_giou: 0.239337 loss_mask: 0.428486 loss_dice: 0.479333 loss_class_aux: 15.503958 loss_bbox_aux: 1.068608 loss_giou_aux: 1.580214 loss_mask_aux: 2.533602 loss_dice_aux: 3.003552 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.903841 loss: 29.164292 eta: 8:26:24 batch_cost: 1.1456 data_cost: 0.0017 ips: 6.9832 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:45:41] ppdet.engine.callbacks INFO: Epoch: [46] [160/264] learning_rate: 0.000100 loss_class: 2.345890 loss_bbox: 0.178817 loss_giou: 0.228104 loss_mask: 0.554969 loss_dice: 0.459591 loss_class_aux: 15.362862 loss_bbox_aux: 1.138112 loss_giou_aux: 1.453526 loss_mask_aux: 3.214429 loss_dice_aux: 2.771946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.150225 eta: 8:26:32 batch_cost: 1.2411 data_cost: 0.0015 ips: 6.4457 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:45:53] ppdet.engine.callbacks INFO: Epoch: [46] [170/264] learning_rate: 0.000100 loss_class: 2.413874 loss_bbox: 0.149365 loss_giou: 0.247528 loss_mask: 0.425557 loss_dice: 0.504046 loss_class_aux: 15.148075 loss_bbox_aux: 0.991921 loss_giou_aux: 1.572384 loss_mask_aux: 2.584256 loss_dice_aux: 3.039533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.436820 loss: 27.748784 eta: 8:26:39 batch_cost: 1.1715 data_cost: 0.0015 ips: 6.8289 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:45:59] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:45:59] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:46:06] ppdet.engine.callbacks INFO: Epoch: [46] [180/264] learning_rate: 0.000100 loss_class: 2.470776 loss_bbox: 0.187710 loss_giou: 0.249417 loss_mask: 0.487871 loss_dice: 0.490024 loss_class_aux: 15.819024 loss_bbox_aux: 1.211635 loss_giou_aux: 1.588583 loss_mask_aux: 2.928668 loss_dice_aux: 2.985067 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.636715 loss: 29.027645 eta: 8:26:46 batch_cost: 1.2167 data_cost: 0.0015 ips: 6.5753 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:46:18] ppdet.engine.callbacks INFO: Epoch: [46] [190/264] learning_rate: 0.000100 loss_class: 2.801570 loss_bbox: 0.209027 loss_giou: 0.246239 loss_mask: 0.568265 loss_dice: 0.531465 loss_class_aux: 18.369057 loss_bbox_aux: 1.420211 loss_giou_aux: 1.656599 loss_mask_aux: 3.596125 loss_dice_aux: 3.129799 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.972153 loss: 33.753525 eta: 8:26:55 batch_cost: 1.2301 data_cost: 0.0015 ips: 6.5038 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:46:30] ppdet.engine.callbacks INFO: Epoch: [46] [200/264] learning_rate: 0.000100 loss_class: 2.116400 loss_bbox: 0.170998 loss_giou: 0.205545 loss_mask: 0.448666 loss_dice: 0.460405 loss_class_aux: 13.350009 loss_bbox_aux: 1.149176 loss_giou_aux: 1.343881 loss_mask_aux: 2.756659 loss_dice_aux: 2.741517 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.159760 eta: 8:27:01 batch_cost: 1.1858 data_cost: 0.0014 ips: 6.7467 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:46:42] ppdet.engine.callbacks INFO: Epoch: [46] [210/264] learning_rate: 0.000100 loss_class: 2.235782 loss_bbox: 0.160217 loss_giou: 0.238796 loss_mask: 0.390531 loss_dice: 0.473779 loss_class_aux: 14.459392 loss_bbox_aux: 1.077802 loss_giou_aux: 1.519818 loss_mask_aux: 2.314017 loss_dice_aux: 2.889989 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.730284 eta: 8:27:06 batch_cost: 1.1125 data_cost: 0.0015 ips: 7.1913 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:46:53] ppdet.engine.callbacks INFO: Epoch: [46] [220/264] learning_rate: 0.000100 loss_class: 2.716633 loss_bbox: 0.179552 loss_giou: 0.244400 loss_mask: 0.572089 loss_dice: 0.493851 loss_class_aux: 17.082958 loss_bbox_aux: 1.193129 loss_giou_aux: 1.595773 loss_mask_aux: 3.466244 loss_dice_aux: 3.110329 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.999729 eta: 8:27:10 batch_cost: 1.1098 data_cost: 0.0014 ips: 7.2083 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:47:05] ppdet.engine.callbacks INFO: Epoch: [46] [230/264] learning_rate: 0.000100 loss_class: 2.496188 loss_bbox: 0.183900 loss_giou: 0.253219 loss_mask: 0.484448 loss_dice: 0.458429 loss_class_aux: 15.825547 loss_bbox_aux: 1.214156 loss_giou_aux: 1.563083 loss_mask_aux: 2.919809 loss_dice_aux: 2.817474 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.427211 eta: 8:27:17 batch_cost: 1.1989 data_cost: 0.0012 ips: 6.6726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:47:18] ppdet.engine.callbacks INFO: Epoch: [46] [240/264] learning_rate: 0.000100 loss_class: 2.376551 loss_bbox: 0.183664 loss_giou: 0.236517 loss_mask: 0.513049 loss_dice: 0.471963 loss_class_aux: 15.196366 loss_bbox_aux: 1.191046 loss_giou_aux: 1.495152 loss_mask_aux: 3.149722 loss_dice_aux: 2.860929 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.337386 loss: 32.218137 eta: 8:27:24 batch_cost: 1.1988 data_cost: 0.0013 ips: 6.6736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:47:30] ppdet.engine.callbacks INFO: Epoch: [46] [250/264] learning_rate: 0.000100 loss_class: 2.191709 loss_bbox: 0.209827 loss_giou: 0.227490 loss_mask: 0.530434 loss_dice: 0.478546 loss_class_aux: 14.275424 loss_bbox_aux: 1.430366 loss_giou_aux: 1.491334 loss_mask_aux: 3.178245 loss_dice_aux: 2.876865 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.531260 eta: 8:27:32 batch_cost: 1.2251 data_cost: 0.0013 ips: 6.5299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:47:42] ppdet.engine.callbacks INFO: Epoch: [46] [260/264] learning_rate: 0.000100 loss_class: 2.293820 loss_bbox: 0.169070 loss_giou: 0.273441 loss_mask: 0.416547 loss_dice: 0.507190 loss_class_aux: 14.393836 loss_bbox_aux: 1.094071 loss_giou_aux: 1.654414 loss_mask_aux: 2.554936 loss_dice_aux: 3.027617 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.614051 eta: 8:27:39 batch_cost: 1.1971 data_cost: 0.0013 ips: 6.6829 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:48:06] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:48:06] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:48:16] ppdet.engine.callbacks INFO: Epoch: [47] [  0/264] learning_rate: 0.000100 loss_class: 2.446358 loss_bbox: 0.184262 loss_giou: 0.263995 loss_mask: 0.495271 loss_dice: 0.530856 loss_class_aux: 15.632389 loss_bbox_aux: 1.192177 loss_giou_aux: 1.648928 loss_mask_aux: 2.994464 loss_dice_aux: 3.074583 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.425120 eta: 8:28:25 batch_cost: 2.5280 data_cost: 1.2743 ips: 3.1646 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:48:30] ppdet.engine.callbacks INFO: Epoch: [47] [ 10/264] learning_rate: 0.000100 loss_class: 2.232781 loss_bbox: 0.181123 loss_giou: 0.240917 loss_mask: 0.442924 loss_dice: 0.496838 loss_class_aux: 14.021152 loss_bbox_aux: 1.260323 loss_giou_aux: 1.536604 loss_mask_aux: 2.853190 loss_dice_aux: 2.922891 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.980510 eta: 8:28:38 batch_cost: 1.3997 data_cost: 0.0053 ips: 5.7154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:48:42] ppdet.engine.callbacks INFO: Epoch: [47] [ 20/264] learning_rate: 0.000100 loss_class: 2.770050 loss_bbox: 0.182265 loss_giou: 0.237246 loss_mask: 0.521288 loss_dice: 0.499270 loss_class_aux: 17.182279 loss_bbox_aux: 1.193775 loss_giou_aux: 1.530855 loss_mask_aux: 3.048215 loss_dice_aux: 3.101726 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.182228 eta: 8:28:42 batch_cost: 1.1020 data_cost: 0.0019 ips: 7.2593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:48:54] ppdet.engine.callbacks INFO: Epoch: [47] [ 30/264] learning_rate: 0.000100 loss_class: 2.735785 loss_bbox: 0.154869 loss_giou: 0.222588 loss_mask: 0.387321 loss_dice: 0.429081 loss_class_aux: 17.378550 loss_bbox_aux: 1.035224 loss_giou_aux: 1.437010 loss_mask_aux: 2.415717 loss_dice_aux: 2.627309 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.442164 eta: 8:28:49 batch_cost: 1.1932 data_cost: 0.0014 ips: 6.7044 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:49:07] ppdet.engine.callbacks INFO: Epoch: [47] [ 40/264] learning_rate: 0.000100 loss_class: 2.518651 loss_bbox: 0.159580 loss_giou: 0.232031 loss_mask: 0.467825 loss_dice: 0.454532 loss_class_aux: 15.692637 loss_bbox_aux: 1.066728 loss_giou_aux: 1.480130 loss_mask_aux: 2.805399 loss_dice_aux: 2.759496 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.104824 eta: 8:28:58 batch_cost: 1.2835 data_cost: 0.0014 ips: 6.2331 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:49:19] ppdet.engine.callbacks INFO: Epoch: [47] [ 50/264] learning_rate: 0.000100 loss_class: 2.570891 loss_bbox: 0.170156 loss_giou: 0.230919 loss_mask: 0.512277 loss_dice: 0.491745 loss_class_aux: 16.105615 loss_bbox_aux: 1.093171 loss_giou_aux: 1.511193 loss_mask_aux: 2.775636 loss_dice_aux: 3.156109 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.725563 loss: 30.392896 eta: 8:29:04 batch_cost: 1.1619 data_cost: 0.0014 ips: 6.8854 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:49:30] ppdet.engine.callbacks INFO: Epoch: [47] [ 60/264] learning_rate: 0.000100 loss_class: 2.306236 loss_bbox: 0.174842 loss_giou: 0.226819 loss_mask: 0.470472 loss_dice: 0.461426 loss_class_aux: 14.648975 loss_bbox_aux: 1.179371 loss_giou_aux: 1.499073 loss_mask_aux: 2.873055 loss_dice_aux: 2.898219 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.517943 loss: 28.823094 eta: 8:29:08 batch_cost: 1.1305 data_cost: 0.0016 ips: 7.0767 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:49:40] ppdet.engine.callbacks INFO: Epoch: [47] [ 70/264] learning_rate: 0.000100 loss_class: 2.574482 loss_bbox: 0.177708 loss_giou: 0.246062 loss_mask: 0.567193 loss_dice: 0.479125 loss_class_aux: 15.959832 loss_bbox_aux: 1.213312 loss_giou_aux: 1.603132 loss_mask_aux: 3.362861 loss_dice_aux: 2.965451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.418990 loss: 29.870717 eta: 8:29:08 batch_cost: 0.9827 data_cost: 0.0017 ips: 8.1407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:49:52] ppdet.engine.callbacks INFO: Epoch: [47] [ 80/264] learning_rate: 0.000100 loss_class: 2.248648 loss_bbox: 0.178703 loss_giou: 0.261199 loss_mask: 0.409032 loss_dice: 0.462485 loss_class_aux: 14.303751 loss_bbox_aux: 1.131178 loss_giou_aux: 1.650830 loss_mask_aux: 2.452190 loss_dice_aux: 2.835077 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.419522 loss: 26.940682 eta: 8:29:14 batch_cost: 1.1801 data_cost: 0.0015 ips: 6.7793 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:50:05] ppdet.engine.callbacks INFO: Epoch: [47] [ 90/264] learning_rate: 0.000100 loss_class: 2.345552 loss_bbox: 0.188988 loss_giou: 0.261611 loss_mask: 0.449108 loss_dice: 0.480473 loss_class_aux: 14.829990 loss_bbox_aux: 1.199297 loss_giou_aux: 1.671080 loss_mask_aux: 2.774826 loss_dice_aux: 2.942036 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.884769 loss: 29.545612 eta: 8:29:21 batch_cost: 1.2152 data_cost: 0.0016 ips: 6.5832 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:50:17] ppdet.engine.callbacks INFO: Epoch: [47] [100/264] learning_rate: 0.000100 loss_class: 2.302048 loss_bbox: 0.192437 loss_giou: 0.260252 loss_mask: 0.544768 loss_dice: 0.545944 loss_class_aux: 14.765223 loss_bbox_aux: 1.415536 loss_giou_aux: 1.696078 loss_mask_aux: 3.599061 loss_dice_aux: 3.389709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.080563 loss: 29.792721 eta: 8:29:27 batch_cost: 1.1882 data_cost: 0.0014 ips: 6.7328 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:50:30] ppdet.engine.callbacks INFO: Epoch: [47] [110/264] learning_rate: 0.000100 loss_class: 2.270077 loss_bbox: 0.179495 loss_giou: 0.254096 loss_mask: 0.437411 loss_dice: 0.483787 loss_class_aux: 14.639600 loss_bbox_aux: 1.235488 loss_giou_aux: 1.674871 loss_mask_aux: 2.838804 loss_dice_aux: 2.950675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.429519 loss: 29.853682 eta: 8:29:36 batch_cost: 1.2601 data_cost: 0.0015 ips: 6.3489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:50:42] ppdet.engine.callbacks INFO: Epoch: [47] [120/264] learning_rate: 0.000100 loss_class: 2.383076 loss_bbox: 0.167975 loss_giou: 0.225774 loss_mask: 0.401861 loss_dice: 0.434839 loss_class_aux: 15.807885 loss_bbox_aux: 1.097870 loss_giou_aux: 1.482033 loss_mask_aux: 2.393789 loss_dice_aux: 2.668078 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.613873 eta: 8:29:43 batch_cost: 1.2216 data_cost: 0.0016 ips: 6.5487 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:50:55] ppdet.engine.callbacks INFO: Epoch: [47] [130/264] learning_rate: 0.000100 loss_class: 2.432248 loss_bbox: 0.157793 loss_giou: 0.244537 loss_mask: 0.376769 loss_dice: 0.443851 loss_class_aux: 15.412912 loss_bbox_aux: 1.073717 loss_giou_aux: 1.605525 loss_mask_aux: 2.377007 loss_dice_aux: 2.760117 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.120183 loss: 28.604306 eta: 8:29:52 batch_cost: 1.2684 data_cost: 0.0015 ips: 6.3070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:51:07] ppdet.engine.callbacks INFO: Epoch: [47] [140/264] learning_rate: 0.000100 loss_class: 2.309754 loss_bbox: 0.143382 loss_giou: 0.225584 loss_mask: 0.410150 loss_dice: 0.419983 loss_class_aux: 14.744455 loss_bbox_aux: 0.950641 loss_giou_aux: 1.434539 loss_mask_aux: 2.391931 loss_dice_aux: 2.556748 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.351330 loss: 27.684776 eta: 8:29:57 batch_cost: 1.1430 data_cost: 0.0014 ips: 6.9991 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:51:19] ppdet.engine.callbacks INFO: Epoch: [47] [150/264] learning_rate: 0.000100 loss_class: 2.497586 loss_bbox: 0.200118 loss_giou: 0.217239 loss_mask: 0.530689 loss_dice: 0.502078 loss_class_aux: 15.894341 loss_bbox_aux: 1.273373 loss_giou_aux: 1.405978 loss_mask_aux: 3.073351 loss_dice_aux: 2.984822 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.480287 loss: 31.078195 eta: 8:30:03 batch_cost: 1.2016 data_cost: 0.0014 ips: 6.6576 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:51:31] ppdet.engine.callbacks INFO: Epoch: [47] [160/264] learning_rate: 0.000100 loss_class: 2.428887 loss_bbox: 0.165718 loss_giou: 0.219609 loss_mask: 0.435930 loss_dice: 0.474681 loss_class_aux: 15.635611 loss_bbox_aux: 1.105189 loss_giou_aux: 1.401107 loss_mask_aux: 2.636880 loss_dice_aux: 2.920636 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.008096 eta: 8:30:09 batch_cost: 1.1703 data_cost: 0.0014 ips: 6.8358 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:51:43] ppdet.engine.callbacks INFO: Epoch: [47] [170/264] learning_rate: 0.000100 loss_class: 2.663955 loss_bbox: 0.210242 loss_giou: 0.242539 loss_mask: 0.485565 loss_dice: 0.465505 loss_class_aux: 16.974531 loss_bbox_aux: 1.357180 loss_giou_aux: 1.581546 loss_mask_aux: 3.097844 loss_dice_aux: 2.878210 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.650037 eta: 8:30:15 batch_cost: 1.1949 data_cost: 0.0014 ips: 6.6952 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:51:56] ppdet.engine.callbacks INFO: Epoch: [47] [180/264] learning_rate: 0.000100 loss_class: 2.497003 loss_bbox: 0.164398 loss_giou: 0.230666 loss_mask: 0.478583 loss_dice: 0.468548 loss_class_aux: 16.173675 loss_bbox_aux: 1.136384 loss_giou_aux: 1.544447 loss_mask_aux: 2.752500 loss_dice_aux: 2.843043 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.873780 eta: 8:30:24 batch_cost: 1.2691 data_cost: 0.0014 ips: 6.3038 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:52:08] ppdet.engine.callbacks INFO: Epoch: [47] [190/264] learning_rate: 0.000100 loss_class: 2.332509 loss_bbox: 0.165407 loss_giou: 0.231781 loss_mask: 0.433802 loss_dice: 0.477836 loss_class_aux: 14.605025 loss_bbox_aux: 1.111308 loss_giou_aux: 1.437765 loss_mask_aux: 2.695293 loss_dice_aux: 2.853369 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.551511 loss: 27.220325 eta: 8:30:27 batch_cost: 1.1081 data_cost: 0.0015 ips: 7.2196 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:52:20] ppdet.engine.callbacks INFO: Epoch: [47] [200/264] learning_rate: 0.000100 loss_class: 2.851450 loss_bbox: 0.185256 loss_giou: 0.243016 loss_mask: 0.589663 loss_dice: 0.532139 loss_class_aux: 18.566304 loss_bbox_aux: 1.255786 loss_giou_aux: 1.577403 loss_mask_aux: 3.574984 loss_dice_aux: 3.261279 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.534921 loss: 34.343193 eta: 8:30:33 batch_cost: 1.1817 data_cost: 0.0016 ips: 6.7698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:52:31] ppdet.engine.callbacks INFO: Epoch: [47] [210/264] learning_rate: 0.000100 loss_class: 2.625342 loss_bbox: 0.176641 loss_giou: 0.242754 loss_mask: 0.473384 loss_dice: 0.484392 loss_class_aux: 16.211109 loss_bbox_aux: 1.161048 loss_giou_aux: 1.557690 loss_mask_aux: 3.232980 loss_dice_aux: 3.078462 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.876202 eta: 8:30:36 batch_cost: 1.1147 data_cost: 0.0018 ips: 7.1770 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:52:44] ppdet.engine.callbacks INFO: Epoch: [47] [220/264] learning_rate: 0.000100 loss_class: 2.525292 loss_bbox: 0.193543 loss_giou: 0.244592 loss_mask: 0.613658 loss_dice: 0.518016 loss_class_aux: 15.461661 loss_bbox_aux: 1.328556 loss_giou_aux: 1.595566 loss_mask_aux: 3.606830 loss_dice_aux: 3.149032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.592758 loss: 30.315312 eta: 8:30:45 batch_cost: 1.2552 data_cost: 0.0015 ips: 6.3736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:52:56] ppdet.engine.callbacks INFO: Epoch: [47] [230/264] learning_rate: 0.000100 loss_class: 2.327107 loss_bbox: 0.176435 loss_giou: 0.236998 loss_mask: 0.481353 loss_dice: 0.498430 loss_class_aux: 14.819823 loss_bbox_aux: 1.161332 loss_giou_aux: 1.531591 loss_mask_aux: 2.825808 loss_dice_aux: 2.986665 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.584592 eta: 8:30:51 batch_cost: 1.2127 data_cost: 0.0013 ips: 6.5970 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:53:09] ppdet.engine.callbacks INFO: Epoch: [47] [240/264] learning_rate: 0.000100 loss_class: 2.395839 loss_bbox: 0.144644 loss_giou: 0.217479 loss_mask: 0.376985 loss_dice: 0.437364 loss_class_aux: 15.022462 loss_bbox_aux: 0.977854 loss_giou_aux: 1.455483 loss_mask_aux: 2.319212 loss_dice_aux: 2.760531 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.031901 eta: 8:30:59 batch_cost: 1.2455 data_cost: 0.0013 ips: 6.4230 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:53:22] ppdet.engine.callbacks INFO: Epoch: [47] [250/264] learning_rate: 0.000100 loss_class: 2.633274 loss_bbox: 0.164939 loss_giou: 0.267096 loss_mask: 0.443184 loss_dice: 0.474939 loss_class_aux: 16.835298 loss_bbox_aux: 1.112069 loss_giou_aux: 1.662040 loss_mask_aux: 2.777263 loss_dice_aux: 2.863897 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.004355 eta: 8:31:06 batch_cost: 1.2312 data_cost: 0.0013 ips: 6.4976 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:53:34] ppdet.engine.callbacks INFO: Epoch: [47] [260/264] learning_rate: 0.000100 loss_class: 2.230200 loss_bbox: 0.156834 loss_giou: 0.222608 loss_mask: 0.472030 loss_dice: 0.425246 loss_class_aux: 13.972497 loss_bbox_aux: 1.097958 loss_giou_aux: 1.405130 loss_mask_aux: 2.971625 loss_dice_aux: 2.644820 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.555587 loss: 25.578532 eta: 8:31:14 batch_cost: 1.2602 data_cost: 0.0012 ips: 6.3484 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:54:13] ppdet.engine.callbacks INFO: Epoch: [48] [  0/264] learning_rate: 0.000100 loss_class: 2.326564 loss_bbox: 0.172734 loss_giou: 0.229436 loss_mask: 0.512022 loss_dice: 0.481002 loss_class_aux: 14.954169 loss_bbox_aux: 1.152869 loss_giou_aux: 1.442054 loss_mask_aux: 3.275934 loss_dice_aux: 2.904048 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.298069 loss: 30.097141 eta: 8:32:13 batch_cost: 3.0014 data_cost: 1.7014 ips: 2.6654 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:54:33] ppdet.engine.callbacks INFO: Epoch: [48] [ 10/264] learning_rate: 0.000100 loss_class: 2.576417 loss_bbox: 0.191573 loss_giou: 0.232800 loss_mask: 0.629022 loss_dice: 0.465486 loss_class_aux: 17.004214 loss_bbox_aux: 1.293277 loss_giou_aux: 1.520814 loss_mask_aux: 3.867519 loss_dice_aux: 2.859324 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.148786 eta: 8:32:43 batch_cost: 1.9686 data_cost: 0.0062 ips: 4.0637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:54:45] ppdet.engine.callbacks INFO: Epoch: [48] [ 20/264] learning_rate: 0.000100 loss_class: 2.395719 loss_bbox: 0.161920 loss_giou: 0.226015 loss_mask: 0.439121 loss_dice: 0.450003 loss_class_aux: 14.994916 loss_bbox_aux: 1.100127 loss_giou_aux: 1.469531 loss_mask_aux: 2.647558 loss_dice_aux: 2.630889 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.623454 loss: 27.960218 eta: 8:32:49 batch_cost: 1.1896 data_cost: 0.0014 ips: 6.7248 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:54:57] ppdet.engine.callbacks INFO: Epoch: [48] [ 30/264] learning_rate: 0.000100 loss_class: 2.266848 loss_bbox: 0.162179 loss_giou: 0.253706 loss_mask: 0.403971 loss_dice: 0.478602 loss_class_aux: 14.583361 loss_bbox_aux: 1.121386 loss_giou_aux: 1.614740 loss_mask_aux: 2.454473 loss_dice_aux: 2.872501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.268301 eta: 8:32:55 batch_cost: 1.1995 data_cost: 0.0015 ips: 6.6694 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:55:09] ppdet.engine.callbacks INFO: Epoch: [48] [ 40/264] learning_rate: 0.000100 loss_class: 2.495485 loss_bbox: 0.160863 loss_giou: 0.228427 loss_mask: 0.473019 loss_dice: 0.452514 loss_class_aux: 15.805900 loss_bbox_aux: 1.082681 loss_giou_aux: 1.487805 loss_mask_aux: 2.898372 loss_dice_aux: 2.762441 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.899395 eta: 8:32:59 batch_cost: 1.1316 data_cost: 0.0015 ips: 7.0697 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:55:21] ppdet.engine.callbacks INFO: Epoch: [48] [ 50/264] learning_rate: 0.000100 loss_class: 2.070503 loss_bbox: 0.145020 loss_giou: 0.229501 loss_mask: 0.348986 loss_dice: 0.419921 loss_class_aux: 13.404991 loss_bbox_aux: 0.948347 loss_giou_aux: 1.460387 loss_mask_aux: 2.148667 loss_dice_aux: 2.543872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.747791 loss: 26.562723 eta: 8:33:05 batch_cost: 1.2083 data_cost: 0.0015 ips: 6.6211 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:55:33] ppdet.engine.callbacks INFO: Epoch: [48] [ 60/264] learning_rate: 0.000100 loss_class: 2.707629 loss_bbox: 0.186263 loss_giou: 0.253061 loss_mask: 0.521939 loss_dice: 0.502883 loss_class_aux: 16.636042 loss_bbox_aux: 1.235201 loss_giou_aux: 1.637097 loss_mask_aux: 3.088532 loss_dice_aux: 3.069047 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.026850 loss: 30.511802 eta: 8:33:11 batch_cost: 1.2020 data_cost: 0.0015 ips: 6.6558 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:55:45] ppdet.engine.callbacks INFO: Epoch: [48] [ 70/264] learning_rate: 0.000100 loss_class: 2.490313 loss_bbox: 0.182077 loss_giou: 0.267289 loss_mask: 0.474232 loss_dice: 0.482179 loss_class_aux: 15.904411 loss_bbox_aux: 1.221324 loss_giou_aux: 1.732274 loss_mask_aux: 3.048729 loss_dice_aux: 3.025464 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.358213 eta: 8:33:16 batch_cost: 1.1827 data_cost: 0.0014 ips: 6.7640 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:55:57] ppdet.engine.callbacks INFO: Epoch: [48] [ 80/264] learning_rate: 0.000100 loss_class: 2.172868 loss_bbox: 0.149694 loss_giou: 0.237381 loss_mask: 0.402437 loss_dice: 0.444978 loss_class_aux: 14.032104 loss_bbox_aux: 1.015821 loss_giou_aux: 1.513504 loss_mask_aux: 2.463642 loss_dice_aux: 2.683751 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.889780 loss: 27.319432 eta: 8:33:20 batch_cost: 1.1293 data_cost: 0.0014 ips: 7.0840 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:56:09] ppdet.engine.callbacks INFO: Epoch: [48] [ 90/264] learning_rate: 0.000100 loss_class: 2.302834 loss_bbox: 0.173076 loss_giou: 0.231161 loss_mask: 0.500583 loss_dice: 0.459617 loss_class_aux: 14.551370 loss_bbox_aux: 1.151438 loss_giou_aux: 1.455508 loss_mask_aux: 3.096741 loss_dice_aux: 2.810457 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.674410 eta: 8:33:26 batch_cost: 1.2192 data_cost: 0.0014 ips: 6.5615 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:56:21] ppdet.engine.callbacks INFO: Epoch: [48] [100/264] learning_rate: 0.000100 loss_class: 2.259018 loss_bbox: 0.162363 loss_giou: 0.231506 loss_mask: 0.474151 loss_dice: 0.463937 loss_class_aux: 14.138890 loss_bbox_aux: 1.091656 loss_giou_aux: 1.489308 loss_mask_aux: 2.822533 loss_dice_aux: 2.815513 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.854547 eta: 8:33:30 batch_cost: 1.1302 data_cost: 0.0014 ips: 7.0784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:56:33] ppdet.engine.callbacks INFO: Epoch: [48] [110/264] learning_rate: 0.000100 loss_class: 2.168963 loss_bbox: 0.183068 loss_giou: 0.249108 loss_mask: 0.472602 loss_dice: 0.481529 loss_class_aux: 14.124287 loss_bbox_aux: 1.179817 loss_giou_aux: 1.586156 loss_mask_aux: 2.855931 loss_dice_aux: 2.945516 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.414665 loss: 26.916698 eta: 8:33:36 batch_cost: 1.2063 data_cost: 0.0014 ips: 6.6316 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:56:45] ppdet.engine.callbacks INFO: Epoch: [48] [120/264] learning_rate: 0.000100 loss_class: 2.043409 loss_bbox: 0.150814 loss_giou: 0.207700 loss_mask: 0.418668 loss_dice: 0.409536 loss_class_aux: 13.312783 loss_bbox_aux: 1.000582 loss_giou_aux: 1.341690 loss_mask_aux: 2.484587 loss_dice_aux: 2.429914 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554472 loss: 25.452399 eta: 8:33:40 batch_cost: 1.1616 data_cost: 0.0014 ips: 6.8869 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:56:57] ppdet.engine.callbacks INFO: Epoch: [48] [130/264] learning_rate: 0.000100 loss_class: 2.321305 loss_bbox: 0.221900 loss_giou: 0.277791 loss_mask: 0.545218 loss_dice: 0.524604 loss_class_aux: 14.720663 loss_bbox_aux: 1.409919 loss_giou_aux: 1.769205 loss_mask_aux: 3.323444 loss_dice_aux: 3.188973 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.351887 loss: 29.051600 eta: 8:33:44 batch_cost: 1.1434 data_cost: 0.0014 ips: 6.9965 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:57:09] ppdet.engine.callbacks INFO: Epoch: [48] [140/264] learning_rate: 0.000100 loss_class: 2.323307 loss_bbox: 0.184867 loss_giou: 0.242075 loss_mask: 0.517660 loss_dice: 0.513369 loss_class_aux: 14.788276 loss_bbox_aux: 1.200657 loss_giou_aux: 1.577298 loss_mask_aux: 3.106416 loss_dice_aux: 3.117361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.711645 eta: 8:33:50 batch_cost: 1.1869 data_cost: 0.0014 ips: 6.7404 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:57:21] ppdet.engine.callbacks INFO: Epoch: [48] [150/264] learning_rate: 0.000100 loss_class: 2.253083 loss_bbox: 0.158713 loss_giou: 0.241675 loss_mask: 0.402474 loss_dice: 0.453218 loss_class_aux: 14.796950 loss_bbox_aux: 1.042008 loss_giou_aux: 1.515632 loss_mask_aux: 2.453871 loss_dice_aux: 2.720520 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.389656 loss: 26.747231 eta: 8:33:55 batch_cost: 1.2049 data_cost: 0.0017 ips: 6.6395 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:57:34] ppdet.engine.callbacks INFO: Epoch: [48] [160/264] learning_rate: 0.000100 loss_class: 2.368696 loss_bbox: 0.183401 loss_giou: 0.246828 loss_mask: 0.509244 loss_dice: 0.490050 loss_class_aux: 15.235700 loss_bbox_aux: 1.253066 loss_giou_aux: 1.595845 loss_mask_aux: 3.077548 loss_dice_aux: 2.996246 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.761535 eta: 8:34:03 batch_cost: 1.2486 data_cost: 0.0015 ips: 6.4073 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:57:45] ppdet.engine.callbacks INFO: Epoch: [48] [170/264] learning_rate: 0.000100 loss_class: 2.517122 loss_bbox: 0.183277 loss_giou: 0.233840 loss_mask: 0.512704 loss_dice: 0.454864 loss_class_aux: 16.392169 loss_bbox_aux: 1.172031 loss_giou_aux: 1.452556 loss_mask_aux: 3.089357 loss_dice_aux: 2.728378 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.544505 eta: 8:34:05 batch_cost: 1.0983 data_cost: 0.0014 ips: 7.2843 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:57:58] ppdet.engine.callbacks INFO: Epoch: [48] [180/264] learning_rate: 0.000100 loss_class: 2.201352 loss_bbox: 0.177532 loss_giou: 0.229952 loss_mask: 0.481775 loss_dice: 0.454568 loss_class_aux: 14.331537 loss_bbox_aux: 1.175469 loss_giou_aux: 1.490684 loss_mask_aux: 2.909613 loss_dice_aux: 2.777742 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.308969 eta: 8:34:11 batch_cost: 1.2206 data_cost: 0.0014 ips: 6.5541 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:58:10] ppdet.engine.callbacks INFO: Epoch: [48] [190/264] learning_rate: 0.000100 loss_class: 2.389787 loss_bbox: 0.150424 loss_giou: 0.226092 loss_mask: 0.459125 loss_dice: 0.447192 loss_class_aux: 15.112842 loss_bbox_aux: 1.006513 loss_giou_aux: 1.509988 loss_mask_aux: 2.652504 loss_dice_aux: 2.719182 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.048083 eta: 8:34:16 batch_cost: 1.1869 data_cost: 0.0014 ips: 6.7403 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:58:12] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 21:58:12] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 21:58:21] ppdet.engine.callbacks INFO: Epoch: [48] [200/264] learning_rate: 0.000100 loss_class: 2.662810 loss_bbox: 0.190789 loss_giou: 0.236551 loss_mask: 0.548543 loss_dice: 0.535572 loss_class_aux: 16.680489 loss_bbox_aux: 1.270325 loss_giou_aux: 1.565523 loss_mask_aux: 3.355242 loss_dice_aux: 3.239512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.599299 eta: 8:34:20 batch_cost: 1.1268 data_cost: 0.0014 ips: 7.0999 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:58:33] ppdet.engine.callbacks INFO: Epoch: [48] [210/264] learning_rate: 0.000100 loss_class: 2.297496 loss_bbox: 0.174632 loss_giou: 0.229043 loss_mask: 0.498447 loss_dice: 0.445981 loss_class_aux: 14.750914 loss_bbox_aux: 1.203274 loss_giou_aux: 1.444131 loss_mask_aux: 3.034576 loss_dice_aux: 2.833103 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.787318 loss: 28.234083 eta: 8:34:25 batch_cost: 1.1993 data_cost: 0.0014 ips: 6.6703 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:58:46] ppdet.engine.callbacks INFO: Epoch: [48] [220/264] learning_rate: 0.000100 loss_class: 2.474637 loss_bbox: 0.173295 loss_giou: 0.228879 loss_mask: 0.464186 loss_dice: 0.444809 loss_class_aux: 15.783831 loss_bbox_aux: 1.150544 loss_giou_aux: 1.455686 loss_mask_aux: 2.941644 loss_dice_aux: 2.691218 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.856219 eta: 8:34:30 batch_cost: 1.1785 data_cost: 0.0013 ips: 6.7884 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:58:57] ppdet.engine.callbacks INFO: Epoch: [48] [230/264] learning_rate: 0.000100 loss_class: 2.209546 loss_bbox: 0.144457 loss_giou: 0.220399 loss_mask: 0.353867 loss_dice: 0.430909 loss_class_aux: 14.465515 loss_bbox_aux: 0.954872 loss_giou_aux: 1.428790 loss_mask_aux: 2.209462 loss_dice_aux: 2.617765 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.773115 eta: 8:34:34 batch_cost: 1.1682 data_cost: 0.0012 ips: 6.8480 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:59:09] ppdet.engine.callbacks INFO: Epoch: [48] [240/264] learning_rate: 0.000100 loss_class: 2.319462 loss_bbox: 0.201191 loss_giou: 0.269584 loss_mask: 0.656885 loss_dice: 0.518006 loss_class_aux: 14.995347 loss_bbox_aux: 1.244580 loss_giou_aux: 1.691378 loss_mask_aux: 3.719175 loss_dice_aux: 3.073896 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.420803 eta: 8:34:39 batch_cost: 1.1569 data_cost: 0.0013 ips: 6.9152 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:59:19] ppdet.engine.callbacks INFO: Epoch: [48] [250/264] learning_rate: 0.000100 loss_class: 2.407950 loss_bbox: 0.202730 loss_giou: 0.266298 loss_mask: 0.552501 loss_dice: 0.507416 loss_class_aux: 15.711407 loss_bbox_aux: 1.288526 loss_giou_aux: 1.624055 loss_mask_aux: 3.230583 loss_dice_aux: 3.035533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.519287 loss: 29.695356 eta: 8:34:36 batch_cost: 0.9542 data_cost: 0.0014 ips: 8.3843 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 21:59:31] ppdet.engine.callbacks INFO: Epoch: [48] [260/264] learning_rate: 0.000100 loss_class: 2.343330 loss_bbox: 0.166719 loss_giou: 0.234063 loss_mask: 0.420239 loss_dice: 0.446984 loss_class_aux: 14.420097 loss_bbox_aux: 1.052505 loss_giou_aux: 1.455380 loss_mask_aux: 2.474066 loss_dice_aux: 2.663654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.333720 eta: 8:34:41 batch_cost: 1.1600 data_cost: 0.0013 ips: 6.8966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:00:00] ppdet.engine.callbacks INFO: Epoch: [49] [  0/264] learning_rate: 0.000100 loss_class: 2.362771 loss_bbox: 0.205515 loss_giou: 0.255629 loss_mask: 0.496601 loss_dice: 0.491444 loss_class_aux: 15.169944 loss_bbox_aux: 1.351643 loss_giou_aux: 1.620146 loss_mask_aux: 3.011432 loss_dice_aux: 2.887846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.356175 loss: 28.159935 eta: 8:35:09 batch_cost: 2.0329 data_cost: 0.7825 ips: 3.9353 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:00:17] ppdet.engine.callbacks INFO: Epoch: [49] [ 10/264] learning_rate: 0.000100 loss_class: 2.431765 loss_bbox: 0.190430 loss_giou: 0.276354 loss_mask: 0.623130 loss_dice: 0.552718 loss_class_aux: 15.675872 loss_bbox_aux: 1.253496 loss_giou_aux: 1.757031 loss_mask_aux: 3.654881 loss_dice_aux: 3.205233 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.225808 loss: 30.051718 eta: 8:35:29 batch_cost: 1.6600 data_cost: 0.2414 ips: 4.8192 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:00:29] ppdet.engine.callbacks INFO: Epoch: [49] [ 20/264] learning_rate: 0.000100 loss_class: 2.465270 loss_bbox: 0.174701 loss_giou: 0.238558 loss_mask: 0.454728 loss_dice: 0.456010 loss_class_aux: 15.873740 loss_bbox_aux: 1.135706 loss_giou_aux: 1.519032 loss_mask_aux: 2.708952 loss_dice_aux: 2.746428 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.040773 loss: 28.674444 eta: 8:35:31 batch_cost: 1.0925 data_cost: 0.0016 ips: 7.3225 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:00:41] ppdet.engine.callbacks INFO: Epoch: [49] [ 30/264] learning_rate: 0.000100 loss_class: 2.318211 loss_bbox: 0.177358 loss_giou: 0.221441 loss_mask: 0.522055 loss_dice: 0.452698 loss_class_aux: 14.751502 loss_bbox_aux: 1.201311 loss_giou_aux: 1.426244 loss_mask_aux: 3.159427 loss_dice_aux: 2.659611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.634625 loss: 28.873457 eta: 8:35:35 batch_cost: 1.1821 data_cost: 0.0015 ips: 6.7677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:00:52] ppdet.engine.callbacks INFO: Epoch: [49] [ 40/264] learning_rate: 0.000100 loss_class: 2.175047 loss_bbox: 0.155465 loss_giou: 0.215215 loss_mask: 0.399429 loss_dice: 0.452394 loss_class_aux: 14.064456 loss_bbox_aux: 1.020748 loss_giou_aux: 1.394993 loss_mask_aux: 2.433369 loss_dice_aux: 2.640093 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.763284 loss: 25.611763 eta: 8:35:38 batch_cost: 1.1313 data_cost: 0.0015 ips: 7.0714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:01:04] ppdet.engine.callbacks INFO: Epoch: [49] [ 50/264] learning_rate: 0.000100 loss_class: 2.501656 loss_bbox: 0.189061 loss_giou: 0.245235 loss_mask: 0.549948 loss_dice: 0.492523 loss_class_aux: 16.055538 loss_bbox_aux: 1.205428 loss_giou_aux: 1.590882 loss_mask_aux: 3.225292 loss_dice_aux: 2.757680 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.414028 eta: 8:35:43 batch_cost: 1.1936 data_cost: 0.0015 ips: 6.7024 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:01:17] ppdet.engine.callbacks INFO: Epoch: [49] [ 60/264] learning_rate: 0.000100 loss_class: 2.312288 loss_bbox: 0.162578 loss_giou: 0.235220 loss_mask: 0.432231 loss_dice: 0.487808 loss_class_aux: 14.990768 loss_bbox_aux: 1.102435 loss_giou_aux: 1.525768 loss_mask_aux: 2.656185 loss_dice_aux: 2.961761 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.549307 loss: 27.312355 eta: 8:35:49 batch_cost: 1.2205 data_cost: 0.0015 ips: 6.5547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:01:29] ppdet.engine.callbacks INFO: Epoch: [49] [ 70/264] learning_rate: 0.000100 loss_class: 2.341805 loss_bbox: 0.179145 loss_giou: 0.241031 loss_mask: 0.505304 loss_dice: 0.443043 loss_class_aux: 14.793204 loss_bbox_aux: 1.247834 loss_giou_aux: 1.521322 loss_mask_aux: 3.130214 loss_dice_aux: 2.727008 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.182192 loss: 28.969595 eta: 8:35:54 batch_cost: 1.1796 data_cost: 0.0014 ips: 6.7818 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:01:41] ppdet.engine.callbacks INFO: Epoch: [49] [ 80/264] learning_rate: 0.000100 loss_class: 2.021614 loss_bbox: 0.156943 loss_giou: 0.213282 loss_mask: 0.463026 loss_dice: 0.443038 loss_class_aux: 13.192940 loss_bbox_aux: 1.062322 loss_giou_aux: 1.365347 loss_mask_aux: 2.842373 loss_dice_aux: 2.732151 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.722560 eta: 8:35:59 batch_cost: 1.2017 data_cost: 0.0018 ips: 6.6572 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:01:54] ppdet.engine.callbacks INFO: Epoch: [49] [ 90/264] learning_rate: 0.000100 loss_class: 1.991855 loss_bbox: 0.160971 loss_giou: 0.220107 loss_mask: 0.466524 loss_dice: 0.466285 loss_class_aux: 12.779542 loss_bbox_aux: 1.170039 loss_giou_aux: 1.404208 loss_mask_aux: 2.973834 loss_dice_aux: 2.810233 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.529115 loss: 28.440447 eta: 8:36:05 batch_cost: 1.2166 data_cost: 0.0014 ips: 6.5757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:02:06] ppdet.engine.callbacks INFO: Epoch: [49] [100/264] learning_rate: 0.000100 loss_class: 2.295278 loss_bbox: 0.160867 loss_giou: 0.232664 loss_mask: 0.405349 loss_dice: 0.470203 loss_class_aux: 15.161090 loss_bbox_aux: 1.033437 loss_giou_aux: 1.482391 loss_mask_aux: 2.484326 loss_dice_aux: 2.735145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.294047 eta: 8:36:09 batch_cost: 1.1632 data_cost: 0.0014 ips: 6.8778 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:02:17] ppdet.engine.callbacks INFO: Epoch: [49] [110/264] learning_rate: 0.000100 loss_class: 2.412306 loss_bbox: 0.157867 loss_giou: 0.249500 loss_mask: 0.425473 loss_dice: 0.467412 loss_class_aux: 15.519608 loss_bbox_aux: 1.083896 loss_giou_aux: 1.623680 loss_mask_aux: 2.635286 loss_dice_aux: 2.851672 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.480809 loss: 28.426928 eta: 8:36:11 batch_cost: 1.1129 data_cost: 0.0014 ips: 7.1887 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:02:29] ppdet.engine.callbacks INFO: Epoch: [49] [120/264] learning_rate: 0.000100 loss_class: 2.211449 loss_bbox: 0.165539 loss_giou: 0.230244 loss_mask: 0.451388 loss_dice: 0.431130 loss_class_aux: 14.086946 loss_bbox_aux: 1.081910 loss_giou_aux: 1.439116 loss_mask_aux: 2.624355 loss_dice_aux: 2.678299 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.606568 loss: 26.685179 eta: 8:36:15 batch_cost: 1.1688 data_cost: 0.0014 ips: 6.8448 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:02:41] ppdet.engine.callbacks INFO: Epoch: [49] [130/264] learning_rate: 0.000100 loss_class: 2.314072 loss_bbox: 0.174938 loss_giou: 0.252992 loss_mask: 0.485231 loss_dice: 0.476094 loss_class_aux: 14.971149 loss_bbox_aux: 1.141464 loss_giou_aux: 1.641784 loss_mask_aux: 2.949323 loss_dice_aux: 2.994464 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.235417 eta: 8:36:19 batch_cost: 1.1837 data_cost: 0.0014 ips: 6.7585 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:02:53] ppdet.engine.callbacks INFO: Epoch: [49] [140/264] learning_rate: 0.000100 loss_class: 2.188942 loss_bbox: 0.173411 loss_giou: 0.248727 loss_mask: 0.445540 loss_dice: 0.484618 loss_class_aux: 13.842313 loss_bbox_aux: 1.175067 loss_giou_aux: 1.586985 loss_mask_aux: 2.825787 loss_dice_aux: 2.953922 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.224495 eta: 8:36:25 batch_cost: 1.2258 data_cost: 0.0015 ips: 6.5266 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:03:05] ppdet.engine.callbacks INFO: Epoch: [49] [150/264] learning_rate: 0.000100 loss_class: 2.355644 loss_bbox: 0.206968 loss_giou: 0.236112 loss_mask: 0.520841 loss_dice: 0.510814 loss_class_aux: 15.179152 loss_bbox_aux: 1.370188 loss_giou_aux: 1.558225 loss_mask_aux: 3.420407 loss_dice_aux: 3.135081 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.916857 eta: 8:36:29 batch_cost: 1.1661 data_cost: 0.0015 ips: 6.8605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:03:17] ppdet.engine.callbacks INFO: Epoch: [49] [160/264] learning_rate: 0.000100 loss_class: 2.349202 loss_bbox: 0.198077 loss_giou: 0.254522 loss_mask: 0.463855 loss_dice: 0.527182 loss_class_aux: 15.429883 loss_bbox_aux: 1.311594 loss_giou_aux: 1.610344 loss_mask_aux: 2.942599 loss_dice_aux: 3.164241 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.920678 loss: 29.127352 eta: 8:36:33 batch_cost: 1.1697 data_cost: 0.0014 ips: 6.8395 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:03:31] ppdet.engine.callbacks INFO: Epoch: [49] [170/264] learning_rate: 0.000100 loss_class: 2.265886 loss_bbox: 0.149204 loss_giou: 0.207739 loss_mask: 0.463729 loss_dice: 0.463072 loss_class_aux: 14.744886 loss_bbox_aux: 1.015470 loss_giou_aux: 1.343073 loss_mask_aux: 2.614091 loss_dice_aux: 2.781885 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.285050 eta: 8:36:43 batch_cost: 1.3620 data_cost: 0.0014 ips: 5.8735 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:03:46] ppdet.engine.callbacks INFO: Epoch: [49] [180/264] learning_rate: 0.000100 loss_class: 2.214116 loss_bbox: 0.183051 loss_giou: 0.234439 loss_mask: 0.475113 loss_dice: 0.470961 loss_class_aux: 14.129175 loss_bbox_aux: 1.160489 loss_giou_aux: 1.520117 loss_mask_aux: 2.864504 loss_dice_aux: 2.816515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.244876 loss: 28.882110 eta: 8:36:55 batch_cost: 1.4239 data_cost: 0.0014 ips: 5.6183 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:03:51] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:03:51] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:03:55] ppdet.engine.callbacks INFO: Epoch: [49] [190/264] learning_rate: 0.000100 loss_class: 2.247309 loss_bbox: 0.161022 loss_giou: 0.246674 loss_mask: 0.493863 loss_dice: 0.443297 loss_class_aux: 14.115771 loss_bbox_aux: 1.089794 loss_giou_aux: 1.545392 loss_mask_aux: 3.000385 loss_dice_aux: 2.681560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.278328 eta: 8:36:52 batch_cost: 0.9522 data_cost: 0.0015 ips: 8.4014 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:04:07] ppdet.engine.callbacks INFO: Epoch: [49] [200/264] learning_rate: 0.000100 loss_class: 2.383392 loss_bbox: 0.169358 loss_giou: 0.244670 loss_mask: 0.440763 loss_dice: 0.467299 loss_class_aux: 15.092068 loss_bbox_aux: 1.105352 loss_giou_aux: 1.575196 loss_mask_aux: 2.580107 loss_dice_aux: 2.811576 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.205958 loss: 28.132554 eta: 8:36:56 batch_cost: 1.1661 data_cost: 0.0015 ips: 6.8605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:04:20] ppdet.engine.callbacks INFO: Epoch: [49] [210/264] learning_rate: 0.000100 loss_class: 2.323247 loss_bbox: 0.190928 loss_giou: 0.257965 loss_mask: 0.534262 loss_dice: 0.533851 loss_class_aux: 14.552606 loss_bbox_aux: 1.215621 loss_giou_aux: 1.611544 loss_mask_aux: 3.070837 loss_dice_aux: 3.164101 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.023611 eta: 8:37:01 batch_cost: 1.2219 data_cost: 0.0014 ips: 6.5470 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:04:32] ppdet.engine.callbacks INFO: Epoch: [49] [220/264] learning_rate: 0.000100 loss_class: 2.263502 loss_bbox: 0.157112 loss_giou: 0.242240 loss_mask: 0.513203 loss_dice: 0.460812 loss_class_aux: 14.068582 loss_bbox_aux: 1.083753 loss_giou_aux: 1.596234 loss_mask_aux: 3.064154 loss_dice_aux: 2.871369 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.563771 eta: 8:37:07 batch_cost: 1.2320 data_cost: 0.0014 ips: 6.4937 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:04:45] ppdet.engine.callbacks INFO: Epoch: [49] [230/264] learning_rate: 0.000100 loss_class: 2.287570 loss_bbox: 0.187257 loss_giou: 0.246499 loss_mask: 0.529582 loss_dice: 0.489910 loss_class_aux: 15.041114 loss_bbox_aux: 1.216344 loss_giou_aux: 1.568308 loss_mask_aux: 3.093214 loss_dice_aux: 2.946348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.255761 eta: 8:37:12 batch_cost: 1.2004 data_cost: 0.0013 ips: 6.6647 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:04:56] ppdet.engine.callbacks INFO: Epoch: [49] [240/264] learning_rate: 0.000100 loss_class: 2.526665 loss_bbox: 0.188504 loss_giou: 0.245741 loss_mask: 0.577504 loss_dice: 0.512495 loss_class_aux: 15.851562 loss_bbox_aux: 1.210464 loss_giou_aux: 1.543653 loss_mask_aux: 3.514316 loss_dice_aux: 3.053747 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.497328 eta: 8:37:15 batch_cost: 1.1483 data_cost: 0.0013 ips: 6.9667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:05:08] ppdet.engine.callbacks INFO: Epoch: [49] [250/264] learning_rate: 0.000100 loss_class: 2.463972 loss_bbox: 0.170375 loss_giou: 0.247885 loss_mask: 0.491551 loss_dice: 0.524612 loss_class_aux: 15.450846 loss_bbox_aux: 1.128911 loss_giou_aux: 1.565805 loss_mask_aux: 2.912783 loss_dice_aux: 3.132642 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.870512 loss: 28.213255 eta: 8:37:17 batch_cost: 1.1253 data_cost: 0.0013 ips: 7.1091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:05:20] ppdet.engine.callbacks INFO: Epoch: [49] [260/264] learning_rate: 0.000100 loss_class: 2.278855 loss_bbox: 0.173976 loss_giou: 0.251328 loss_mask: 0.423964 loss_dice: 0.466873 loss_class_aux: 14.468418 loss_bbox_aux: 1.101302 loss_giou_aux: 1.627077 loss_mask_aux: 2.545250 loss_dice_aux: 2.863209 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.901375 eta: 8:37:22 batch_cost: 1.1883 data_cost: 0.0013 ips: 6.7321 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:05:41] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/49
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 22:05:46] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/49/inference/inference.yml
[05/13 22:05:46] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 22:05:46] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/49/inference
[05/13 22:05:49] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 22:06:06] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 22:06:23] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 22:06:30] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 22:06:30] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.19s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.68s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.550
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.767
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.645
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.387
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.717
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.756
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756
[05/13 22:06:32] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.689874523374103
[05/13 22:06:32] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 22:06:32] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/49
[05/13 22:06:32] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 22:06:32] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 22:06:34] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 22:06:40] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 22:06:40] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 22:06:40] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 22:06:54] ppdet.engine.callbacks INFO: Epoch: [50] [  0/264] learning_rate: 0.000100 loss_class: 2.307590 loss_bbox: 0.194019 loss_giou: 0.260103 loss_mask: 0.472479 loss_dice: 0.514687 loss_class_aux: 15.146420 loss_bbox_aux: 1.270528 loss_giou_aux: 1.645773 loss_mask_aux: 2.883486 loss_dice_aux: 3.073691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.588576 eta: 8:37:59 batch_cost: 2.3524 data_cost: 1.1275 ips: 3.4008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:07:09] ppdet.engine.callbacks INFO: Epoch: [50] [ 10/264] learning_rate: 0.000100 loss_class: 2.268281 loss_bbox: 0.157609 loss_giou: 0.224794 loss_mask: 0.446752 loss_dice: 0.470677 loss_class_aux: 14.677838 loss_bbox_aux: 1.135243 loss_giou_aux: 1.428557 loss_mask_aux: 2.759913 loss_dice_aux: 2.848188 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.149938 eta: 8:38:11 batch_cost: 1.4540 data_cost: 0.0027 ips: 5.5020 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:07:21] ppdet.engine.callbacks INFO: Epoch: [50] [ 20/264] learning_rate: 0.000100 loss_class: 2.511122 loss_bbox: 0.219306 loss_giou: 0.257433 loss_mask: 0.550845 loss_dice: 0.458533 loss_class_aux: 15.433035 loss_bbox_aux: 1.379077 loss_giou_aux: 1.672080 loss_mask_aux: 3.269396 loss_dice_aux: 2.821768 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.742822 eta: 8:38:16 batch_cost: 1.1883 data_cost: 0.0015 ips: 6.7321 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:07:30] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:07:30] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:07:33] ppdet.engine.callbacks INFO: Epoch: [50] [ 30/264] learning_rate: 0.000100 loss_class: 2.089275 loss_bbox: 0.187961 loss_giou: 0.229329 loss_mask: 0.530845 loss_dice: 0.472880 loss_class_aux: 13.856497 loss_bbox_aux: 1.167617 loss_giou_aux: 1.435616 loss_mask_aux: 3.193683 loss_dice_aux: 2.833182 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.800562 eta: 8:38:18 batch_cost: 1.1334 data_cost: 0.0013 ips: 7.0587 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:07:45] ppdet.engine.callbacks INFO: Epoch: [50] [ 40/264] learning_rate: 0.000100 loss_class: 2.386156 loss_bbox: 0.192009 loss_giou: 0.258936 loss_mask: 0.463820 loss_dice: 0.536189 loss_class_aux: 15.016340 loss_bbox_aux: 1.272521 loss_giou_aux: 1.628333 loss_mask_aux: 2.918672 loss_dice_aux: 3.106430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.469895 loss: 28.758724 eta: 8:38:22 batch_cost: 1.1880 data_cost: 0.0015 ips: 6.7341 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:07:55] ppdet.engine.callbacks INFO: Epoch: [50] [ 50/264] learning_rate: 0.000100 loss_class: 2.141546 loss_bbox: 0.160064 loss_giou: 0.230449 loss_mask: 0.443334 loss_dice: 0.449040 loss_class_aux: 13.787346 loss_bbox_aux: 1.093806 loss_giou_aux: 1.490355 loss_mask_aux: 2.712192 loss_dice_aux: 2.673996 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.258020 loss: 25.960006 eta: 8:38:21 batch_cost: 0.9997 data_cost: 0.0017 ips: 8.0023 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:08:07] ppdet.engine.callbacks INFO: Epoch: [50] [ 60/264] learning_rate: 0.000100 loss_class: 2.322838 loss_bbox: 0.172662 loss_giou: 0.240785 loss_mask: 0.495527 loss_dice: 0.470681 loss_class_aux: 14.595232 loss_bbox_aux: 1.132705 loss_giou_aux: 1.501534 loss_mask_aux: 3.109347 loss_dice_aux: 2.891505 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.623778 eta: 8:38:24 batch_cost: 1.1582 data_cost: 0.0014 ips: 6.9075 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:08:20] ppdet.engine.callbacks INFO: Epoch: [50] [ 70/264] learning_rate: 0.000100 loss_class: 2.165838 loss_bbox: 0.208064 loss_giou: 0.244441 loss_mask: 0.477929 loss_dice: 0.447601 loss_class_aux: 13.487832 loss_bbox_aux: 1.326273 loss_giou_aux: 1.507120 loss_mask_aux: 2.919392 loss_dice_aux: 2.821253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.955228 eta: 8:38:29 batch_cost: 1.2253 data_cost: 0.0014 ips: 6.5292 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:08:31] ppdet.engine.callbacks INFO: Epoch: [50] [ 80/264] learning_rate: 0.000100 loss_class: 2.511362 loss_bbox: 0.219513 loss_giou: 0.252530 loss_mask: 0.570239 loss_dice: 0.531084 loss_class_aux: 16.149242 loss_bbox_aux: 1.357886 loss_giou_aux: 1.612800 loss_mask_aux: 3.411300 loss_dice_aux: 3.126268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.360612 loss: 31.356290 eta: 8:38:32 batch_cost: 1.1511 data_cost: 0.0014 ips: 6.9496 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:08:44] ppdet.engine.callbacks INFO: Epoch: [50] [ 90/264] learning_rate: 0.000100 loss_class: 2.396781 loss_bbox: 0.163887 loss_giou: 0.238188 loss_mask: 0.426365 loss_dice: 0.495967 loss_class_aux: 15.262467 loss_bbox_aux: 1.063155 loss_giou_aux: 1.483332 loss_mask_aux: 2.689503 loss_dice_aux: 2.952211 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.534727 loss: 28.611809 eta: 8:38:37 batch_cost: 1.1985 data_cost: 0.0014 ips: 6.6748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:08:55] ppdet.engine.callbacks INFO: Epoch: [50] [100/264] learning_rate: 0.000100 loss_class: 2.079121 loss_bbox: 0.152650 loss_giou: 0.227305 loss_mask: 0.447709 loss_dice: 0.455623 loss_class_aux: 13.355370 loss_bbox_aux: 1.015438 loss_giou_aux: 1.452300 loss_mask_aux: 2.764486 loss_dice_aux: 2.754376 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.658302 eta: 8:38:40 batch_cost: 1.1574 data_cost: 0.0015 ips: 6.9118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:09:07] ppdet.engine.callbacks INFO: Epoch: [50] [110/264] learning_rate: 0.000100 loss_class: 2.058201 loss_bbox: 0.164425 loss_giou: 0.220038 loss_mask: 0.420018 loss_dice: 0.422488 loss_class_aux: 13.315784 loss_bbox_aux: 1.063158 loss_giou_aux: 1.385461 loss_mask_aux: 2.635159 loss_dice_aux: 2.590143 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.531943 eta: 8:38:41 batch_cost: 1.1140 data_cost: 0.0014 ips: 7.1811 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:09:19] ppdet.engine.callbacks INFO: Epoch: [50] [120/264] learning_rate: 0.000100 loss_class: 2.932938 loss_bbox: 0.173088 loss_giou: 0.265175 loss_mask: 0.561302 loss_dice: 0.509846 loss_class_aux: 17.871369 loss_bbox_aux: 1.167015 loss_giou_aux: 1.663246 loss_mask_aux: 3.300287 loss_dice_aux: 3.061429 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.563238 eta: 8:38:46 batch_cost: 1.2092 data_cost: 0.0014 ips: 6.6157 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:09:31] ppdet.engine.callbacks INFO: Epoch: [50] [130/264] learning_rate: 0.000100 loss_class: 2.517022 loss_bbox: 0.180731 loss_giou: 0.223582 loss_mask: 0.524316 loss_dice: 0.479501 loss_class_aux: 15.882758 loss_bbox_aux: 1.254457 loss_giou_aux: 1.538076 loss_mask_aux: 3.271067 loss_dice_aux: 2.953902 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.786268 loss: 30.626997 eta: 8:38:49 batch_cost: 1.1587 data_cost: 0.0014 ips: 6.9042 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:09:43] ppdet.engine.callbacks INFO: Epoch: [50] [140/264] learning_rate: 0.000100 loss_class: 2.246083 loss_bbox: 0.155337 loss_giou: 0.239182 loss_mask: 0.373081 loss_dice: 0.454981 loss_class_aux: 14.500820 loss_bbox_aux: 1.059035 loss_giou_aux: 1.561760 loss_mask_aux: 2.317205 loss_dice_aux: 2.871768 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.637364 eta: 8:38:52 batch_cost: 1.1661 data_cost: 0.0016 ips: 6.8602 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:09:56] ppdet.engine.callbacks INFO: Epoch: [50] [150/264] learning_rate: 0.000100 loss_class: 2.405621 loss_bbox: 0.174520 loss_giou: 0.253507 loss_mask: 0.483004 loss_dice: 0.471619 loss_class_aux: 15.054899 loss_bbox_aux: 1.168215 loss_giou_aux: 1.578906 loss_mask_aux: 2.898802 loss_dice_aux: 2.827624 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.538033 eta: 8:38:58 batch_cost: 1.2421 data_cost: 0.0016 ips: 6.4406 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:10:08] ppdet.engine.callbacks INFO: Epoch: [50] [160/264] learning_rate: 0.000100 loss_class: 2.231875 loss_bbox: 0.162891 loss_giou: 0.233340 loss_mask: 0.443566 loss_dice: 0.461481 loss_class_aux: 14.530395 loss_bbox_aux: 1.084795 loss_giou_aux: 1.487489 loss_mask_aux: 2.779438 loss_dice_aux: 2.838032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.855383 loss: 27.609931 eta: 8:39:02 batch_cost: 1.2011 data_cost: 0.0014 ips: 6.6608 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:10:19] ppdet.engine.callbacks INFO: Epoch: [50] [170/264] learning_rate: 0.000100 loss_class: 2.253359 loss_bbox: 0.191751 loss_giou: 0.255184 loss_mask: 0.509240 loss_dice: 0.503227 loss_class_aux: 14.428542 loss_bbox_aux: 1.317548 loss_giou_aux: 1.651464 loss_mask_aux: 3.255846 loss_dice_aux: 3.136872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.689673 eta: 8:39:04 batch_cost: 1.1078 data_cost: 0.0014 ips: 7.2216 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:10:31] ppdet.engine.callbacks INFO: Epoch: [50] [180/264] learning_rate: 0.000100 loss_class: 2.276505 loss_bbox: 0.159415 loss_giou: 0.232570 loss_mask: 0.478789 loss_dice: 0.462631 loss_class_aux: 14.008046 loss_bbox_aux: 1.124391 loss_giou_aux: 1.514531 loss_mask_aux: 2.883395 loss_dice_aux: 2.815790 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.829826 loss: 27.613302 eta: 8:39:06 batch_cost: 1.1473 data_cost: 0.0014 ips: 6.9727 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:10:43] ppdet.engine.callbacks INFO: Epoch: [50] [190/264] learning_rate: 0.000100 loss_class: 2.209432 loss_bbox: 0.167994 loss_giou: 0.209762 loss_mask: 0.502625 loss_dice: 0.459983 loss_class_aux: 14.173022 loss_bbox_aux: 1.112424 loss_giou_aux: 1.361914 loss_mask_aux: 3.018794 loss_dice_aux: 2.756677 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.529137 loss: 29.749309 eta: 8:39:09 batch_cost: 1.1372 data_cost: 0.0014 ips: 7.0346 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:10:55] ppdet.engine.callbacks INFO: Epoch: [50] [200/264] learning_rate: 0.000100 loss_class: 2.294915 loss_bbox: 0.159406 loss_giou: 0.245563 loss_mask: 0.392936 loss_dice: 0.444030 loss_class_aux: 14.772552 loss_bbox_aux: 1.035301 loss_giou_aux: 1.545396 loss_mask_aux: 2.321555 loss_dice_aux: 2.709183 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.625134 loss: 27.272401 eta: 8:39:12 batch_cost: 1.1895 data_cost: 0.0014 ips: 6.7256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:11:07] ppdet.engine.callbacks INFO: Epoch: [50] [210/264] learning_rate: 0.000100 loss_class: 2.322550 loss_bbox: 0.160168 loss_giou: 0.230710 loss_mask: 0.446297 loss_dice: 0.433977 loss_class_aux: 14.529297 loss_bbox_aux: 1.049767 loss_giou_aux: 1.507831 loss_mask_aux: 2.667393 loss_dice_aux: 2.715061 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.756869 loss: 27.338592 eta: 8:39:15 batch_cost: 1.1610 data_cost: 0.0014 ips: 6.8904 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:11:18] ppdet.engine.callbacks INFO: Epoch: [50] [220/264] learning_rate: 0.000100 loss_class: 2.295169 loss_bbox: 0.173880 loss_giou: 0.242260 loss_mask: 0.474550 loss_dice: 0.473671 loss_class_aux: 14.758028 loss_bbox_aux: 1.110161 loss_giou_aux: 1.569508 loss_mask_aux: 2.765417 loss_dice_aux: 2.888618 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.866660 eta: 8:39:18 batch_cost: 1.1482 data_cost: 0.0013 ips: 6.9672 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:11:31] ppdet.engine.callbacks INFO: Epoch: [50] [230/264] learning_rate: 0.000100 loss_class: 2.519110 loss_bbox: 0.198372 loss_giou: 0.254738 loss_mask: 0.568875 loss_dice: 0.490348 loss_class_aux: 16.269909 loss_bbox_aux: 1.295942 loss_giou_aux: 1.617740 loss_mask_aux: 3.385692 loss_dice_aux: 3.009916 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.952810 eta: 8:39:24 batch_cost: 1.2568 data_cost: 0.0012 ips: 6.3655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:11:43] ppdet.engine.callbacks INFO: Epoch: [50] [240/264] learning_rate: 0.000100 loss_class: 2.270070 loss_bbox: 0.165968 loss_giou: 0.235795 loss_mask: 0.436951 loss_dice: 0.440214 loss_class_aux: 14.366402 loss_bbox_aux: 1.122131 loss_giou_aux: 1.489347 loss_mask_aux: 2.633975 loss_dice_aux: 2.682546 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.112715 eta: 8:39:27 batch_cost: 1.1895 data_cost: 0.0012 ips: 6.7256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:11:56] ppdet.engine.callbacks INFO: Epoch: [50] [250/264] learning_rate: 0.000100 loss_class: 2.402088 loss_bbox: 0.161154 loss_giou: 0.262826 loss_mask: 0.462967 loss_dice: 0.509712 loss_class_aux: 15.257738 loss_bbox_aux: 1.178435 loss_giou_aux: 1.668402 loss_mask_aux: 3.013641 loss_dice_aux: 3.046829 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.394991 loss: 28.547462 eta: 8:39:32 batch_cost: 1.2170 data_cost: 0.0013 ips: 6.5734 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:12:07] ppdet.engine.callbacks INFO: Epoch: [50] [260/264] learning_rate: 0.000100 loss_class: 2.559653 loss_bbox: 0.182085 loss_giou: 0.245692 loss_mask: 0.520384 loss_dice: 0.501597 loss_class_aux: 16.108725 loss_bbox_aux: 1.160096 loss_giou_aux: 1.547447 loss_mask_aux: 3.141145 loss_dice_aux: 2.976590 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.226444 eta: 8:39:34 batch_cost: 1.1484 data_cost: 0.0012 ips: 6.9661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:12:40] ppdet.engine.callbacks INFO: Epoch: [51] [  0/264] learning_rate: 0.000100 loss_class: 2.645977 loss_bbox: 0.182085 loss_giou: 0.230847 loss_mask: 0.526647 loss_dice: 0.485307 loss_class_aux: 16.341374 loss_bbox_aux: 1.160096 loss_giou_aux: 1.502948 loss_mask_aux: 3.285971 loss_dice_aux: 2.899107 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.005459 eta: 8:40:09 batch_cost: 2.2831 data_cost: 1.1028 ips: 3.5041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:12:56] ppdet.engine.callbacks INFO: Epoch: [51] [ 10/264] learning_rate: 0.000100 loss_class: 2.296819 loss_bbox: 0.156651 loss_giou: 0.256513 loss_mask: 0.426372 loss_dice: 0.467656 loss_class_aux: 14.225274 loss_bbox_aux: 1.040333 loss_giou_aux: 1.623184 loss_mask_aux: 2.809954 loss_dice_aux: 2.831183 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.219291 eta: 8:40:24 batch_cost: 1.5911 data_cost: 0.1377 ips: 5.0279 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:13:08] ppdet.engine.callbacks INFO: Epoch: [51] [ 20/264] learning_rate: 0.000100 loss_class: 2.555462 loss_bbox: 0.192294 loss_giou: 0.246522 loss_mask: 0.523379 loss_dice: 0.477453 loss_class_aux: 15.787166 loss_bbox_aux: 1.271864 loss_giou_aux: 1.618586 loss_mask_aux: 3.175824 loss_dice_aux: 2.915177 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.034049 loss: 30.324294 eta: 8:40:27 batch_cost: 1.1474 data_cost: 0.0015 ips: 6.9723 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:13:20] ppdet.engine.callbacks INFO: Epoch: [51] [ 30/264] learning_rate: 0.000100 loss_class: 2.377424 loss_bbox: 0.165640 loss_giou: 0.215402 loss_mask: 0.422659 loss_dice: 0.411590 loss_class_aux: 14.511498 loss_bbox_aux: 1.053349 loss_giou_aux: 1.396094 loss_mask_aux: 2.728733 loss_dice_aux: 2.587178 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.159187 loss: 27.248918 eta: 8:40:29 batch_cost: 1.1438 data_cost: 0.0014 ips: 6.9939 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:13:32] ppdet.engine.callbacks INFO: Epoch: [51] [ 40/264] learning_rate: 0.000100 loss_class: 2.073632 loss_bbox: 0.156099 loss_giou: 0.226490 loss_mask: 0.434049 loss_dice: 0.470274 loss_class_aux: 13.107598 loss_bbox_aux: 1.026147 loss_giou_aux: 1.459431 loss_mask_aux: 2.578072 loss_dice_aux: 2.772796 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.447575 loss: 26.793204 eta: 8:40:33 batch_cost: 1.2166 data_cost: 0.0014 ips: 6.5755 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:13:44] ppdet.engine.callbacks INFO: Epoch: [51] [ 50/264] learning_rate: 0.000100 loss_class: 2.284794 loss_bbox: 0.197134 loss_giou: 0.237409 loss_mask: 0.461283 loss_dice: 0.470120 loss_class_aux: 14.522749 loss_bbox_aux: 1.269034 loss_giou_aux: 1.526874 loss_mask_aux: 2.712180 loss_dice_aux: 2.854167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.291704 eta: 8:40:36 batch_cost: 1.1507 data_cost: 0.0015 ips: 6.9520 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:13:56] ppdet.engine.callbacks INFO: Epoch: [51] [ 60/264] learning_rate: 0.000100 loss_class: 2.499113 loss_bbox: 0.206810 loss_giou: 0.250183 loss_mask: 0.599990 loss_dice: 0.520248 loss_class_aux: 16.322131 loss_bbox_aux: 1.428326 loss_giou_aux: 1.550296 loss_mask_aux: 3.698107 loss_dice_aux: 3.092971 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.352644 eta: 8:40:38 batch_cost: 1.1427 data_cost: 0.0014 ips: 7.0009 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:14:08] ppdet.engine.callbacks INFO: Epoch: [51] [ 70/264] learning_rate: 0.000100 loss_class: 2.138106 loss_bbox: 0.172113 loss_giou: 0.225901 loss_mask: 0.468210 loss_dice: 0.456065 loss_class_aux: 13.758512 loss_bbox_aux: 1.112462 loss_giou_aux: 1.421945 loss_mask_aux: 2.846795 loss_dice_aux: 2.777111 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.047961 eta: 8:40:41 batch_cost: 1.1693 data_cost: 0.0014 ips: 6.8417 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:14:19] ppdet.engine.callbacks INFO: Epoch: [51] [ 80/264] learning_rate: 0.000100 loss_class: 2.561840 loss_bbox: 0.185049 loss_giou: 0.248176 loss_mask: 0.578987 loss_dice: 0.482664 loss_class_aux: 15.738158 loss_bbox_aux: 1.197866 loss_giou_aux: 1.591635 loss_mask_aux: 3.295043 loss_dice_aux: 2.906641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.455792 loss: 29.262653 eta: 8:40:42 batch_cost: 1.1254 data_cost: 0.0014 ips: 7.1083 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:14:31] ppdet.engine.callbacks INFO: Epoch: [51] [ 90/264] learning_rate: 0.000100 loss_class: 2.396963 loss_bbox: 0.184543 loss_giou: 0.263373 loss_mask: 0.523639 loss_dice: 0.495044 loss_class_aux: 15.639180 loss_bbox_aux: 1.241185 loss_giou_aux: 1.650102 loss_mask_aux: 3.166219 loss_dice_aux: 2.947654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.870328 loss: 29.665913 eta: 8:40:45 batch_cost: 1.1698 data_cost: 0.0014 ips: 6.8389 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:14:44] ppdet.engine.callbacks INFO: Epoch: [51] [100/264] learning_rate: 0.000100 loss_class: 2.156155 loss_bbox: 0.170607 loss_giou: 0.264078 loss_mask: 0.400326 loss_dice: 0.480266 loss_class_aux: 14.023083 loss_bbox_aux: 1.107554 loss_giou_aux: 1.657787 loss_mask_aux: 2.540014 loss_dice_aux: 2.967640 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.729564 eta: 8:40:50 batch_cost: 1.2199 data_cost: 0.0014 ips: 6.5579 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:14:56] ppdet.engine.callbacks INFO: Epoch: [51] [110/264] learning_rate: 0.000100 loss_class: 2.380784 loss_bbox: 0.188078 loss_giou: 0.251367 loss_mask: 0.503305 loss_dice: 0.494906 loss_class_aux: 15.636441 loss_bbox_aux: 1.201345 loss_giou_aux: 1.620178 loss_mask_aux: 2.910494 loss_dice_aux: 3.006596 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.363730 loss: 29.181252 eta: 8:40:53 batch_cost: 1.1877 data_cost: 0.0014 ips: 6.7360 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:15:08] ppdet.engine.callbacks INFO: Epoch: [51] [120/264] learning_rate: 0.000100 loss_class: 2.370676 loss_bbox: 0.198335 loss_giou: 0.249590 loss_mask: 0.539900 loss_dice: 0.483958 loss_class_aux: 14.831007 loss_bbox_aux: 1.314485 loss_giou_aux: 1.560104 loss_mask_aux: 3.462151 loss_dice_aux: 2.955399 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583974 loss: 28.341845 eta: 8:40:57 batch_cost: 1.2181 data_cost: 0.0014 ips: 6.5677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:15:21] ppdet.engine.callbacks INFO: Epoch: [51] [130/264] learning_rate: 0.000100 loss_class: 2.359584 loss_bbox: 0.170205 loss_giou: 0.277674 loss_mask: 0.438438 loss_dice: 0.538723 loss_class_aux: 15.441559 loss_bbox_aux: 1.122036 loss_giou_aux: 1.748182 loss_mask_aux: 2.728923 loss_dice_aux: 3.188643 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.900905 loss: 29.619694 eta: 8:41:03 batch_cost: 1.2839 data_cost: 0.0014 ips: 6.2310 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:15:33] ppdet.engine.callbacks INFO: Epoch: [51] [140/264] learning_rate: 0.000100 loss_class: 2.289776 loss_bbox: 0.161268 loss_giou: 0.253597 loss_mask: 0.400627 loss_dice: 0.464588 loss_class_aux: 14.742127 loss_bbox_aux: 1.042864 loss_giou_aux: 1.587900 loss_mask_aux: 2.453968 loss_dice_aux: 2.842678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.631658 loss: 27.646510 eta: 8:41:05 batch_cost: 1.1428 data_cost: 0.0014 ips: 7.0001 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:15:45] ppdet.engine.callbacks INFO: Epoch: [51] [150/264] learning_rate: 0.000100 loss_class: 2.505538 loss_bbox: 0.176415 loss_giou: 0.239925 loss_mask: 0.547669 loss_dice: 0.487037 loss_class_aux: 15.777020 loss_bbox_aux: 1.141214 loss_giou_aux: 1.534812 loss_mask_aux: 3.290749 loss_dice_aux: 3.016352 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.084488 eta: 8:41:08 batch_cost: 1.1662 data_cost: 0.0015 ips: 6.8600 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:15:57] ppdet.engine.callbacks INFO: Epoch: [51] [160/264] learning_rate: 0.000100 loss_class: 2.278031 loss_bbox: 0.188926 loss_giou: 0.244276 loss_mask: 0.476714 loss_dice: 0.483000 loss_class_aux: 14.339681 loss_bbox_aux: 1.189591 loss_giou_aux: 1.541093 loss_mask_aux: 2.837615 loss_dice_aux: 2.925450 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.859239 eta: 8:41:11 batch_cost: 1.1786 data_cost: 0.0015 ips: 6.7879 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:16:09] ppdet.engine.callbacks INFO: Epoch: [51] [170/264] learning_rate: 0.000100 loss_class: 2.363952 loss_bbox: 0.178876 loss_giou: 0.243989 loss_mask: 0.518294 loss_dice: 0.470758 loss_class_aux: 14.982838 loss_bbox_aux: 1.158218 loss_giou_aux: 1.558839 loss_mask_aux: 3.008894 loss_dice_aux: 2.769575 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.805034 eta: 8:41:14 batch_cost: 1.1817 data_cost: 0.0014 ips: 6.7697 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:16:21] ppdet.engine.callbacks INFO: Epoch: [51] [180/264] learning_rate: 0.000100 loss_class: 2.760415 loss_bbox: 0.200859 loss_giou: 0.253930 loss_mask: 0.558381 loss_dice: 0.493235 loss_class_aux: 17.092813 loss_bbox_aux: 1.325009 loss_giou_aux: 1.591357 loss_mask_aux: 3.591723 loss_dice_aux: 3.114830 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.138678 eta: 8:41:17 batch_cost: 1.1883 data_cost: 0.0014 ips: 6.7325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:16:33] ppdet.engine.callbacks INFO: Epoch: [51] [190/264] learning_rate: 0.000100 loss_class: 2.278347 loss_bbox: 0.167734 loss_giou: 0.240930 loss_mask: 0.483950 loss_dice: 0.446811 loss_class_aux: 14.369807 loss_bbox_aux: 1.078510 loss_giou_aux: 1.522630 loss_mask_aux: 2.905880 loss_dice_aux: 2.764699 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.484491 eta: 8:41:20 batch_cost: 1.1935 data_cost: 0.0014 ips: 6.7031 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:16:45] ppdet.engine.callbacks INFO: Epoch: [51] [200/264] learning_rate: 0.000100 loss_class: 2.070374 loss_bbox: 0.168858 loss_giou: 0.230880 loss_mask: 0.440589 loss_dice: 0.437623 loss_class_aux: 13.473306 loss_bbox_aux: 1.118989 loss_giou_aux: 1.498767 loss_mask_aux: 2.572241 loss_dice_aux: 2.718478 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.856125 eta: 8:41:22 batch_cost: 1.1380 data_cost: 0.0014 ips: 7.0301 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:16:55] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:16:55] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:16:58] ppdet.engine.callbacks INFO: Epoch: [51] [210/264] learning_rate: 0.000100 loss_class: 2.370143 loss_bbox: 0.214143 loss_giou: 0.247144 loss_mask: 0.599159 loss_dice: 0.503068 loss_class_aux: 15.472704 loss_bbox_aux: 1.307132 loss_giou_aux: 1.505499 loss_mask_aux: 3.502404 loss_dice_aux: 2.964131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.790535 eta: 8:41:27 batch_cost: 1.2501 data_cost: 0.0014 ips: 6.3994 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:17:10] ppdet.engine.callbacks INFO: Epoch: [51] [220/264] learning_rate: 0.000100 loss_class: 2.066082 loss_bbox: 0.164816 loss_giou: 0.234414 loss_mask: 0.440751 loss_dice: 0.436277 loss_class_aux: 13.218259 loss_bbox_aux: 1.108562 loss_giou_aux: 1.489387 loss_mask_aux: 2.674202 loss_dice_aux: 2.655662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.797997 eta: 8:41:31 batch_cost: 1.2245 data_cost: 0.0014 ips: 6.5332 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:17:22] ppdet.engine.callbacks INFO: Epoch: [51] [230/264] learning_rate: 0.000100 loss_class: 2.273072 loss_bbox: 0.189100 loss_giou: 0.245815 loss_mask: 0.543797 loss_dice: 0.506715 loss_class_aux: 14.634615 loss_bbox_aux: 1.268692 loss_giou_aux: 1.537723 loss_mask_aux: 3.228186 loss_dice_aux: 3.065787 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.347692 eta: 8:41:34 batch_cost: 1.1748 data_cost: 0.0013 ips: 6.8094 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:17:39] ppdet.engine.callbacks INFO: Epoch: [51] [240/264] learning_rate: 0.000100 loss_class: 2.291093 loss_bbox: 0.152931 loss_giou: 0.248796 loss_mask: 0.413916 loss_dice: 0.459019 loss_class_aux: 14.784195 loss_bbox_aux: 1.094701 loss_giou_aux: 1.658139 loss_mask_aux: 2.563010 loss_dice_aux: 2.857569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.467329 loss: 28.010612 eta: 8:41:49 batch_cost: 1.6208 data_cost: 0.0012 ips: 4.9359 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:17:51] ppdet.engine.callbacks INFO: Epoch: [51] [250/264] learning_rate: 0.000100 loss_class: 2.420120 loss_bbox: 0.171040 loss_giou: 0.237275 loss_mask: 0.463959 loss_dice: 0.472427 loss_class_aux: 16.066350 loss_bbox_aux: 1.110155 loss_giou_aux: 1.516544 loss_mask_aux: 2.822688 loss_dice_aux: 2.830217 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.146904 eta: 8:41:53 batch_cost: 1.2207 data_cost: 0.0013 ips: 6.5537 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:18:03] ppdet.engine.callbacks INFO: Epoch: [51] [260/264] learning_rate: 0.000100 loss_class: 2.667544 loss_bbox: 0.225234 loss_giou: 0.256764 loss_mask: 0.671691 loss_dice: 0.536002 loss_class_aux: 17.081587 loss_bbox_aux: 1.441088 loss_giou_aux: 1.722056 loss_mask_aux: 3.954284 loss_dice_aux: 3.316388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 33.369074 eta: 8:41:56 batch_cost: 1.1735 data_cost: 0.0013 ips: 6.8175 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:18:36] ppdet.engine.callbacks INFO: Epoch: [52] [  0/264] learning_rate: 0.000100 loss_class: 2.560167 loss_bbox: 0.204815 loss_giou: 0.247675 loss_mask: 0.597288 loss_dice: 0.512115 loss_class_aux: 16.300437 loss_bbox_aux: 1.247476 loss_giou_aux: 1.632072 loss_mask_aux: 3.710525 loss_dice_aux: 3.141708 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.675559 eta: 8:42:30 batch_cost: 2.3643 data_cost: 1.0859 ips: 3.3836 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:18:52] ppdet.engine.callbacks INFO: Epoch: [52] [ 10/264] learning_rate: 0.000100 loss_class: 2.346693 loss_bbox: 0.173194 loss_giou: 0.236416 loss_mask: 0.461515 loss_dice: 0.470061 loss_class_aux: 15.966178 loss_bbox_aux: 1.153841 loss_giou_aux: 1.543906 loss_mask_aux: 2.844138 loss_dice_aux: 2.945044 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.901027 eta: 8:42:43 batch_cost: 1.5292 data_cost: 0.0072 ips: 5.2313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:19:04] ppdet.engine.callbacks INFO: Epoch: [52] [ 20/264] learning_rate: 0.000100 loss_class: 2.395491 loss_bbox: 0.167119 loss_giou: 0.256000 loss_mask: 0.409781 loss_dice: 0.476857 loss_class_aux: 15.602138 loss_bbox_aux: 1.077653 loss_giou_aux: 1.604145 loss_mask_aux: 2.513445 loss_dice_aux: 2.806241 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.179747 loss: 28.931184 eta: 8:42:46 batch_cost: 1.1818 data_cost: 0.0015 ips: 6.7695 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:19:16] ppdet.engine.callbacks INFO: Epoch: [52] [ 30/264] learning_rate: 0.000100 loss_class: 2.443064 loss_bbox: 0.228771 loss_giou: 0.244145 loss_mask: 0.721218 loss_dice: 0.568424 loss_class_aux: 15.287233 loss_bbox_aux: 1.482107 loss_giou_aux: 1.568715 loss_mask_aux: 4.084452 loss_dice_aux: 3.363096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.898294 eta: 8:42:47 batch_cost: 1.1367 data_cost: 0.0014 ips: 7.0376 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:19:27] ppdet.engine.callbacks INFO: Epoch: [52] [ 40/264] learning_rate: 0.000100 loss_class: 2.205682 loss_bbox: 0.172644 loss_giou: 0.239941 loss_mask: 0.407233 loss_dice: 0.465863 loss_class_aux: 14.235546 loss_bbox_aux: 1.140779 loss_giou_aux: 1.544822 loss_mask_aux: 2.468644 loss_dice_aux: 2.705117 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.033691 eta: 8:42:48 batch_cost: 1.1141 data_cost: 0.0014 ips: 7.1808 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:19:40] ppdet.engine.callbacks INFO: Epoch: [52] [ 50/264] learning_rate: 0.000100 loss_class: 2.349056 loss_bbox: 0.171313 loss_giou: 0.237134 loss_mask: 0.436761 loss_dice: 0.475039 loss_class_aux: 15.288414 loss_bbox_aux: 1.110760 loss_giou_aux: 1.485396 loss_mask_aux: 2.614367 loss_dice_aux: 2.944911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.308710 eta: 8:42:53 batch_cost: 1.2550 data_cost: 0.0014 ips: 6.3744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:19:53] ppdet.engine.callbacks INFO: Epoch: [52] [ 60/264] learning_rate: 0.000100 loss_class: 2.427790 loss_bbox: 0.194040 loss_giou: 0.259884 loss_mask: 0.541547 loss_dice: 0.498197 loss_class_aux: 15.560701 loss_bbox_aux: 1.250627 loss_giou_aux: 1.637309 loss_mask_aux: 3.254727 loss_dice_aux: 3.010731 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.000717 eta: 8:42:57 batch_cost: 1.2298 data_cost: 0.0015 ips: 6.5049 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:20:05] ppdet.engine.callbacks INFO: Epoch: [52] [ 70/264] learning_rate: 0.000100 loss_class: 2.424436 loss_bbox: 0.159750 loss_giou: 0.229002 loss_mask: 0.441885 loss_dice: 0.460197 loss_class_aux: 14.686573 loss_bbox_aux: 1.101751 loss_giou_aux: 1.487009 loss_mask_aux: 2.733904 loss_dice_aux: 2.805760 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.145961 eta: 8:43:01 batch_cost: 1.2571 data_cost: 0.0014 ips: 6.3641 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:20:18] ppdet.engine.callbacks INFO: Epoch: [52] [ 80/264] learning_rate: 0.000100 loss_class: 2.226023 loss_bbox: 0.166711 loss_giou: 0.237265 loss_mask: 0.436187 loss_dice: 0.445967 loss_class_aux: 14.463850 loss_bbox_aux: 1.105136 loss_giou_aux: 1.502642 loss_mask_aux: 2.619135 loss_dice_aux: 2.685440 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.083081 eta: 8:43:04 batch_cost: 1.1919 data_cost: 0.0015 ips: 6.7118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:20:30] ppdet.engine.callbacks INFO: Epoch: [52] [ 90/264] learning_rate: 0.000100 loss_class: 2.279827 loss_bbox: 0.178227 loss_giou: 0.219804 loss_mask: 0.491287 loss_dice: 0.448125 loss_class_aux: 14.533033 loss_bbox_aux: 1.173873 loss_giou_aux: 1.406987 loss_mask_aux: 3.036008 loss_dice_aux: 2.732013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.390444 loss: 27.407067 eta: 8:43:06 batch_cost: 1.1682 data_cost: 0.0014 ips: 6.8480 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:20:42] ppdet.engine.callbacks INFO: Epoch: [52] [100/264] learning_rate: 0.000100 loss_class: 2.352438 loss_bbox: 0.164890 loss_giou: 0.232061 loss_mask: 0.443544 loss_dice: 0.456560 loss_class_aux: 14.585605 loss_bbox_aux: 1.131251 loss_giou_aux: 1.519794 loss_mask_aux: 2.799003 loss_dice_aux: 2.711380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.899551 eta: 8:43:10 batch_cost: 1.2108 data_cost: 0.0014 ips: 6.6072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:20:54] ppdet.engine.callbacks INFO: Epoch: [52] [110/264] learning_rate: 0.000100 loss_class: 2.204015 loss_bbox: 0.161964 loss_giou: 0.220747 loss_mask: 0.437104 loss_dice: 0.429789 loss_class_aux: 14.207284 loss_bbox_aux: 1.053021 loss_giou_aux: 1.442269 loss_mask_aux: 2.701725 loss_dice_aux: 2.651584 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.877707 eta: 8:43:12 batch_cost: 1.1602 data_cost: 0.0016 ips: 6.8955 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:21:07] ppdet.engine.callbacks INFO: Epoch: [52] [120/264] learning_rate: 0.000100 loss_class: 2.397981 loss_bbox: 0.167835 loss_giou: 0.232775 loss_mask: 0.498620 loss_dice: 0.486874 loss_class_aux: 15.472264 loss_bbox_aux: 1.155698 loss_giou_aux: 1.526716 loss_mask_aux: 3.104621 loss_dice_aux: 2.968269 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.948739 eta: 8:43:16 batch_cost: 1.2491 data_cost: 0.0014 ips: 6.4047 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:21:19] ppdet.engine.callbacks INFO: Epoch: [52] [130/264] learning_rate: 0.000100 loss_class: 2.111861 loss_bbox: 0.197053 loss_giou: 0.230762 loss_mask: 0.480623 loss_dice: 0.442686 loss_class_aux: 13.861330 loss_bbox_aux: 1.273538 loss_giou_aux: 1.481540 loss_mask_aux: 2.906315 loss_dice_aux: 2.657858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.382863 loss: 25.586168 eta: 8:43:21 batch_cost: 1.2550 data_cost: 0.0014 ips: 6.3743 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:21:31] ppdet.engine.callbacks INFO: Epoch: [52] [140/264] learning_rate: 0.000100 loss_class: 2.252318 loss_bbox: 0.174570 loss_giou: 0.231479 loss_mask: 0.484749 loss_dice: 0.461040 loss_class_aux: 14.247568 loss_bbox_aux: 1.152821 loss_giou_aux: 1.525353 loss_mask_aux: 3.042969 loss_dice_aux: 2.868031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.216308 loss: 30.642698 eta: 8:43:22 batch_cost: 1.1426 data_cost: 0.0014 ips: 7.0013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:21:43] ppdet.engine.callbacks INFO: Epoch: [52] [150/264] learning_rate: 0.000100 loss_class: 2.359113 loss_bbox: 0.187607 loss_giou: 0.234193 loss_mask: 0.513529 loss_dice: 0.505695 loss_class_aux: 15.296480 loss_bbox_aux: 1.264822 loss_giou_aux: 1.510624 loss_mask_aux: 3.209487 loss_dice_aux: 3.020314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.539297 loss: 29.149542 eta: 8:43:25 batch_cost: 1.2033 data_cost: 0.0014 ips: 6.6482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:21:55] ppdet.engine.callbacks INFO: Epoch: [52] [160/264] learning_rate: 0.000100 loss_class: 2.358093 loss_bbox: 0.179140 loss_giou: 0.253541 loss_mask: 0.484648 loss_dice: 0.469058 loss_class_aux: 14.761363 loss_bbox_aux: 1.136403 loss_giou_aux: 1.575970 loss_mask_aux: 2.814162 loss_dice_aux: 2.752979 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.485368 loss: 27.180283 eta: 8:43:28 batch_cost: 1.1862 data_cost: 0.0015 ips: 6.7442 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:22:06] ppdet.engine.callbacks INFO: Epoch: [52] [170/264] learning_rate: 0.000100 loss_class: 2.389377 loss_bbox: 0.170841 loss_giou: 0.245426 loss_mask: 0.450636 loss_dice: 0.476359 loss_class_aux: 15.646770 loss_bbox_aux: 1.141394 loss_giou_aux: 1.584917 loss_mask_aux: 2.787943 loss_dice_aux: 2.835976 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.116522 eta: 8:43:27 batch_cost: 1.0617 data_cost: 0.0017 ips: 7.5348 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:22:14] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:22:14] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:22:17] ppdet.engine.callbacks INFO: Epoch: [52] [180/264] learning_rate: 0.000100 loss_class: 2.273808 loss_bbox: 0.181919 loss_giou: 0.237640 loss_mask: 0.475738 loss_dice: 0.439277 loss_class_aux: 14.686801 loss_bbox_aux: 1.122057 loss_giou_aux: 1.491581 loss_mask_aux: 2.956343 loss_dice_aux: 2.681451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.463163 loss: 27.558978 eta: 8:43:27 batch_cost: 1.0883 data_cost: 0.0016 ips: 7.3510 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:22:30] ppdet.engine.callbacks INFO: Epoch: [52] [190/264] learning_rate: 0.000100 loss_class: 2.133183 loss_bbox: 0.166440 loss_giou: 0.247164 loss_mask: 0.585099 loss_dice: 0.478859 loss_class_aux: 13.808230 loss_bbox_aux: 1.176589 loss_giou_aux: 1.584855 loss_mask_aux: 3.591270 loss_dice_aux: 2.958153 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.532577 eta: 8:43:29 batch_cost: 1.1943 data_cost: 0.0014 ips: 6.6985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:22:42] ppdet.engine.callbacks INFO: Epoch: [52] [200/264] learning_rate: 0.000100 loss_class: 2.305749 loss_bbox: 0.167157 loss_giou: 0.221564 loss_mask: 0.479550 loss_dice: 0.459054 loss_class_aux: 14.551120 loss_bbox_aux: 1.083976 loss_giou_aux: 1.438144 loss_mask_aux: 2.750550 loss_dice_aux: 2.681334 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.678322 loss: 28.837568 eta: 8:43:32 batch_cost: 1.1873 data_cost: 0.0014 ips: 6.7378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:22:55] ppdet.engine.callbacks INFO: Epoch: [52] [210/264] learning_rate: 0.000100 loss_class: 2.376805 loss_bbox: 0.173995 loss_giou: 0.252392 loss_mask: 0.402463 loss_dice: 0.463288 loss_class_aux: 14.805861 loss_bbox_aux: 1.153003 loss_giou_aux: 1.613452 loss_mask_aux: 2.459977 loss_dice_aux: 2.849481 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.227104 loss: 27.812460 eta: 8:43:36 batch_cost: 1.2667 data_cost: 0.0014 ips: 6.3158 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:23:07] ppdet.engine.callbacks INFO: Epoch: [52] [220/264] learning_rate: 0.000100 loss_class: 2.176054 loss_bbox: 0.165330 loss_giou: 0.240551 loss_mask: 0.478698 loss_dice: 0.480386 loss_class_aux: 14.078039 loss_bbox_aux: 1.078985 loss_giou_aux: 1.560988 loss_mask_aux: 2.929864 loss_dice_aux: 2.899137 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.159820 loss: 26.996103 eta: 8:43:39 batch_cost: 1.1990 data_cost: 0.0013 ips: 6.6724 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:23:19] ppdet.engine.callbacks INFO: Epoch: [52] [230/264] learning_rate: 0.000100 loss_class: 2.704018 loss_bbox: 0.204943 loss_giou: 0.268385 loss_mask: 0.622659 loss_dice: 0.539505 loss_class_aux: 16.721080 loss_bbox_aux: 1.352535 loss_giou_aux: 1.722038 loss_mask_aux: 3.743631 loss_dice_aux: 3.209399 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.921686 eta: 8:43:42 batch_cost: 1.2126 data_cost: 0.0012 ips: 6.5976 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:23:39] ppdet.engine.callbacks INFO: Epoch: [52] [240/264] learning_rate: 0.000100 loss_class: 2.197669 loss_bbox: 0.143612 loss_giou: 0.201590 loss_mask: 0.338927 loss_dice: 0.410358 loss_class_aux: 14.200021 loss_bbox_aux: 0.956482 loss_giou_aux: 1.305618 loss_mask_aux: 2.092537 loss_dice_aux: 2.539023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.525066 eta: 8:44:06 batch_cost: 1.9636 data_cost: 0.0012 ips: 4.0741 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:23:58] ppdet.engine.callbacks INFO: Epoch: [52] [250/264] learning_rate: 0.000100 loss_class: 2.221081 loss_bbox: 0.161999 loss_giou: 0.213038 loss_mask: 0.494712 loss_dice: 0.429702 loss_class_aux: 14.308850 loss_bbox_aux: 1.040385 loss_giou_aux: 1.338617 loss_mask_aux: 2.685793 loss_dice_aux: 2.519255 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.204695 eta: 8:44:26 batch_cost: 1.8098 data_cost: 0.0013 ips: 4.4205 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:24:09] ppdet.engine.callbacks INFO: Epoch: [52] [260/264] learning_rate: 0.000100 loss_class: 2.380068 loss_bbox: 0.170240 loss_giou: 0.231285 loss_mask: 0.493467 loss_dice: 0.464593 loss_class_aux: 15.010450 loss_bbox_aux: 1.141968 loss_giou_aux: 1.456282 loss_mask_aux: 2.914534 loss_dice_aux: 2.779946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.195143 loss: 29.534589 eta: 8:44:26 batch_cost: 1.1083 data_cost: 0.0012 ips: 7.2184 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:24:41] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:24:41] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:24:44] ppdet.engine.callbacks INFO: Epoch: [53] [  0/264] learning_rate: 0.000100 loss_class: 2.303351 loss_bbox: 0.169827 loss_giou: 0.224050 loss_mask: 0.514499 loss_dice: 0.449439 loss_class_aux: 14.558447 loss_bbox_aux: 1.116673 loss_giou_aux: 1.421035 loss_mask_aux: 3.052291 loss_dice_aux: 2.728456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.416970 eta: 8:45:04 batch_cost: 2.4449 data_cost: 1.2190 ips: 3.2721 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:25:03] ppdet.engine.callbacks INFO: Epoch: [53] [ 10/264] learning_rate: 0.000100 loss_class: 2.523775 loss_bbox: 0.175449 loss_giou: 0.282234 loss_mask: 0.541890 loss_dice: 0.494118 loss_class_aux: 15.395973 loss_bbox_aux: 1.144306 loss_giou_aux: 1.822913 loss_mask_aux: 3.329884 loss_dice_aux: 3.066665 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.952924 eta: 8:45:25 batch_cost: 1.8848 data_cost: 0.5118 ips: 4.2445 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:25:14] ppdet.engine.callbacks INFO: Epoch: [53] [ 20/264] learning_rate: 0.000100 loss_class: 2.333080 loss_bbox: 0.175750 loss_giou: 0.229529 loss_mask: 0.547223 loss_dice: 0.475638 loss_class_aux: 14.754012 loss_bbox_aux: 1.147566 loss_giou_aux: 1.473099 loss_mask_aux: 3.161404 loss_dice_aux: 2.875258 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.786136 eta: 8:45:25 batch_cost: 1.0856 data_cost: 0.0014 ips: 7.3690 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:25:26] ppdet.engine.callbacks INFO: Epoch: [53] [ 30/264] learning_rate: 0.000100 loss_class: 2.298053 loss_bbox: 0.173168 loss_giou: 0.221866 loss_mask: 0.446467 loss_dice: 0.469847 loss_class_aux: 15.066810 loss_bbox_aux: 1.139712 loss_giou_aux: 1.388350 loss_mask_aux: 2.666849 loss_dice_aux: 2.710210 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.982462 loss: 28.292216 eta: 8:45:27 batch_cost: 1.1793 data_cost: 0.0014 ips: 6.7837 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:25:38] ppdet.engine.callbacks INFO: Epoch: [53] [ 40/264] learning_rate: 0.000100 loss_class: 2.387688 loss_bbox: 0.183924 loss_giou: 0.239110 loss_mask: 0.421354 loss_dice: 0.453355 loss_class_aux: 14.799568 loss_bbox_aux: 1.206427 loss_giou_aux: 1.474855 loss_mask_aux: 2.623700 loss_dice_aux: 2.739778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.432916 eta: 8:45:29 batch_cost: 1.1913 data_cost: 0.0014 ips: 6.7151 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:25:51] ppdet.engine.callbacks INFO: Epoch: [53] [ 50/264] learning_rate: 0.000100 loss_class: 2.052301 loss_bbox: 0.169662 loss_giou: 0.232934 loss_mask: 0.476552 loss_dice: 0.492350 loss_class_aux: 13.054303 loss_bbox_aux: 1.075377 loss_giou_aux: 1.432852 loss_mask_aux: 2.816752 loss_dice_aux: 2.915499 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.588725 eta: 8:45:32 batch_cost: 1.2050 data_cost: 0.0014 ips: 6.6392 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:26:06] ppdet.engine.callbacks INFO: Epoch: [53] [ 60/264] learning_rate: 0.000100 loss_class: 2.377939 loss_bbox: 0.175520 loss_giou: 0.264837 loss_mask: 0.470390 loss_dice: 0.471271 loss_class_aux: 14.813758 loss_bbox_aux: 1.133098 loss_giou_aux: 1.648422 loss_mask_aux: 2.883767 loss_dice_aux: 2.957195 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.600469 eta: 8:45:43 batch_cost: 1.5325 data_cost: 0.0014 ips: 5.2203 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:26:26] ppdet.engine.callbacks INFO: Epoch: [53] [ 70/264] learning_rate: 0.000100 loss_class: 2.586576 loss_bbox: 0.195740 loss_giou: 0.256808 loss_mask: 0.569682 loss_dice: 0.526661 loss_class_aux: 15.877937 loss_bbox_aux: 1.309345 loss_giou_aux: 1.603494 loss_mask_aux: 3.536212 loss_dice_aux: 3.146756 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.075524 eta: 8:46:06 batch_cost: 1.9140 data_cost: 0.0014 ips: 4.1797 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:26:37] ppdet.engine.callbacks INFO: Epoch: [53] [ 80/264] learning_rate: 0.000100 loss_class: 2.321042 loss_bbox: 0.176502 loss_giou: 0.240246 loss_mask: 0.367922 loss_dice: 0.479558 loss_class_aux: 14.674893 loss_bbox_aux: 1.130440 loss_giou_aux: 1.499339 loss_mask_aux: 2.260364 loss_dice_aux: 2.904794 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.458372 eta: 8:46:06 batch_cost: 1.1180 data_cost: 0.0015 ips: 7.1555 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:26:49] ppdet.engine.callbacks INFO: Epoch: [53] [ 90/264] learning_rate: 0.000100 loss_class: 2.250690 loss_bbox: 0.173176 loss_giou: 0.243514 loss_mask: 0.446778 loss_dice: 0.463835 loss_class_aux: 14.006917 loss_bbox_aux: 1.142231 loss_giou_aux: 1.555490 loss_mask_aux: 2.700453 loss_dice_aux: 2.921087 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.805988 eta: 8:46:07 batch_cost: 1.1623 data_cost: 0.0015 ips: 6.8827 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:27:01] ppdet.engine.callbacks INFO: Epoch: [53] [100/264] learning_rate: 0.000100 loss_class: 2.256938 loss_bbox: 0.163382 loss_giou: 0.229874 loss_mask: 0.522014 loss_dice: 0.452368 loss_class_aux: 14.224747 loss_bbox_aux: 1.148677 loss_giou_aux: 1.497006 loss_mask_aux: 3.352766 loss_dice_aux: 2.773515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.611942 eta: 8:46:08 batch_cost: 1.1604 data_cost: 0.0014 ips: 6.8940 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:27:12] ppdet.engine.callbacks INFO: Epoch: [53] [110/264] learning_rate: 0.000100 loss_class: 2.218572 loss_bbox: 0.159680 loss_giou: 0.223057 loss_mask: 0.378936 loss_dice: 0.430466 loss_class_aux: 14.150350 loss_bbox_aux: 1.055157 loss_giou_aux: 1.436835 loss_mask_aux: 2.400326 loss_dice_aux: 2.634973 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.952926 eta: 8:46:08 batch_cost: 1.1082 data_cost: 0.0016 ips: 7.2186 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:27:24] ppdet.engine.callbacks INFO: Epoch: [53] [120/264] learning_rate: 0.000100 loss_class: 2.424949 loss_bbox: 0.188683 loss_giou: 0.247740 loss_mask: 0.554886 loss_dice: 0.507318 loss_class_aux: 15.156608 loss_bbox_aux: 1.209596 loss_giou_aux: 1.550971 loss_mask_aux: 3.437158 loss_dice_aux: 3.122083 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.673285 eta: 8:46:10 batch_cost: 1.1704 data_cost: 0.0015 ips: 6.8352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:27:36] ppdet.engine.callbacks INFO: Epoch: [53] [130/264] learning_rate: 0.000100 loss_class: 2.440223 loss_bbox: 0.172954 loss_giou: 0.244232 loss_mask: 0.437187 loss_dice: 0.499375 loss_class_aux: 15.530318 loss_bbox_aux: 1.145406 loss_giou_aux: 1.540299 loss_mask_aux: 2.754765 loss_dice_aux: 2.867377 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.288471 eta: 8:46:10 batch_cost: 1.1316 data_cost: 0.0015 ips: 7.0694 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:27:47] ppdet.engine.callbacks INFO: Epoch: [53] [140/264] learning_rate: 0.000100 loss_class: 2.266766 loss_bbox: 0.160288 loss_giou: 0.249942 loss_mask: 0.446294 loss_dice: 0.474379 loss_class_aux: 14.637773 loss_bbox_aux: 1.112703 loss_giou_aux: 1.570799 loss_mask_aux: 2.651047 loss_dice_aux: 2.847671 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.017112 eta: 8:46:11 batch_cost: 1.1514 data_cost: 0.0015 ips: 6.9483 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:27:59] ppdet.engine.callbacks INFO: Epoch: [53] [150/264] learning_rate: 0.000100 loss_class: 2.351434 loss_bbox: 0.155038 loss_giou: 0.220352 loss_mask: 0.460930 loss_dice: 0.445927 loss_class_aux: 15.131834 loss_bbox_aux: 1.046341 loss_giou_aux: 1.412070 loss_mask_aux: 2.877706 loss_dice_aux: 2.695568 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.319368 eta: 8:46:13 batch_cost: 1.1614 data_cost: 0.0015 ips: 6.8883 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:28:12] ppdet.engine.callbacks INFO: Epoch: [53] [160/264] learning_rate: 0.000100 loss_class: 2.249672 loss_bbox: 0.151380 loss_giou: 0.247364 loss_mask: 0.456100 loss_dice: 0.470613 loss_class_aux: 14.651431 loss_bbox_aux: 1.054118 loss_giou_aux: 1.637401 loss_mask_aux: 2.713612 loss_dice_aux: 2.789966 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.828913 loss: 27.488608 eta: 8:46:16 batch_cost: 1.2517 data_cost: 0.0015 ips: 6.3911 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:28:24] ppdet.engine.callbacks INFO: Epoch: [53] [170/264] learning_rate: 0.000100 loss_class: 2.313939 loss_bbox: 0.147525 loss_giou: 0.243663 loss_mask: 0.450819 loss_dice: 0.486773 loss_class_aux: 14.353483 loss_bbox_aux: 1.022078 loss_giou_aux: 1.559536 loss_mask_aux: 2.746137 loss_dice_aux: 2.894321 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.315771 eta: 8:46:19 batch_cost: 1.2124 data_cost: 0.0014 ips: 6.5986 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:28:36] ppdet.engine.callbacks INFO: Epoch: [53] [180/264] learning_rate: 0.000100 loss_class: 2.249983 loss_bbox: 0.171538 loss_giou: 0.217111 loss_mask: 0.537545 loss_dice: 0.474867 loss_class_aux: 14.359767 loss_bbox_aux: 1.128012 loss_giou_aux: 1.425551 loss_mask_aux: 3.251498 loss_dice_aux: 2.879718 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.090492 eta: 8:46:19 batch_cost: 1.1251 data_cost: 0.0014 ips: 7.1102 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:28:48] ppdet.engine.callbacks INFO: Epoch: [53] [190/264] learning_rate: 0.000100 loss_class: 2.334213 loss_bbox: 0.194348 loss_giou: 0.223919 loss_mask: 0.500020 loss_dice: 0.451062 loss_class_aux: 15.027703 loss_bbox_aux: 1.337672 loss_giou_aux: 1.475828 loss_mask_aux: 3.017691 loss_dice_aux: 2.796418 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.127173 eta: 8:46:20 batch_cost: 1.1407 data_cost: 0.0014 ips: 7.0135 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:29:00] ppdet.engine.callbacks INFO: Epoch: [53] [200/264] learning_rate: 0.000100 loss_class: 2.323469 loss_bbox: 0.200731 loss_giou: 0.248357 loss_mask: 0.505770 loss_dice: 0.501258 loss_class_aux: 14.252758 loss_bbox_aux: 1.327500 loss_giou_aux: 1.641302 loss_mask_aux: 3.158641 loss_dice_aux: 3.104317 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.181806 eta: 8:46:22 batch_cost: 1.2160 data_cost: 0.0014 ips: 6.5792 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:29:12] ppdet.engine.callbacks INFO: Epoch: [53] [210/264] learning_rate: 0.000100 loss_class: 2.525485 loss_bbox: 0.188188 loss_giou: 0.251277 loss_mask: 0.528566 loss_dice: 0.544833 loss_class_aux: 15.808492 loss_bbox_aux: 1.258743 loss_giou_aux: 1.593535 loss_mask_aux: 3.090472 loss_dice_aux: 3.245451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.790813 loss: 31.345705 eta: 8:46:24 batch_cost: 1.1857 data_cost: 0.0014 ips: 6.7473 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:29:25] ppdet.engine.callbacks INFO: Epoch: [53] [220/264] learning_rate: 0.000100 loss_class: 2.478100 loss_bbox: 0.166876 loss_giou: 0.211407 loss_mask: 0.491405 loss_dice: 0.472720 loss_class_aux: 15.827771 loss_bbox_aux: 1.149357 loss_giou_aux: 1.358726 loss_mask_aux: 2.998798 loss_dice_aux: 2.853507 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.501073 loss: 28.424223 eta: 8:46:27 batch_cost: 1.2089 data_cost: 0.0014 ips: 6.6176 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:29:37] ppdet.engine.callbacks INFO: Epoch: [53] [230/264] learning_rate: 0.000100 loss_class: 2.276297 loss_bbox: 0.161198 loss_giou: 0.223712 loss_mask: 0.452294 loss_dice: 0.416441 loss_class_aux: 14.344702 loss_bbox_aux: 1.053317 loss_giou_aux: 1.415857 loss_mask_aux: 2.648546 loss_dice_aux: 2.481305 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.858720 eta: 8:46:30 batch_cost: 1.2292 data_cost: 0.0013 ips: 6.5084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:29:50] ppdet.engine.callbacks INFO: Epoch: [53] [240/264] learning_rate: 0.000100 loss_class: 2.532730 loss_bbox: 0.165692 loss_giou: 0.246359 loss_mask: 0.446504 loss_dice: 0.463635 loss_class_aux: 16.118394 loss_bbox_aux: 1.130936 loss_giou_aux: 1.587866 loss_mask_aux: 2.897642 loss_dice_aux: 2.892746 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.281576 eta: 8:46:35 batch_cost: 1.3030 data_cost: 0.0012 ips: 6.1399 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:30:03] ppdet.engine.callbacks INFO: Epoch: [53] [250/264] learning_rate: 0.000100 loss_class: 2.391101 loss_bbox: 0.190987 loss_giou: 0.219175 loss_mask: 0.515490 loss_dice: 0.464901 loss_class_aux: 15.481992 loss_bbox_aux: 1.171159 loss_giou_aux: 1.424948 loss_mask_aux: 3.210172 loss_dice_aux: 2.770159 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.707933 eta: 8:46:37 batch_cost: 1.2272 data_cost: 0.0013 ips: 6.5187 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:30:14] ppdet.engine.callbacks INFO: Epoch: [53] [260/264] learning_rate: 0.000100 loss_class: 2.422088 loss_bbox: 0.195542 loss_giou: 0.234066 loss_mask: 0.534653 loss_dice: 0.455149 loss_class_aux: 15.557368 loss_bbox_aux: 1.288323 loss_giou_aux: 1.481626 loss_mask_aux: 3.295723 loss_dice_aux: 2.795126 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.313498 eta: 8:46:38 batch_cost: 1.1337 data_cost: 0.0013 ips: 7.0564 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:30:49] ppdet.engine.callbacks INFO: Epoch: [54] [  0/264] learning_rate: 0.000100 loss_class: 2.342325 loss_bbox: 0.193777 loss_giou: 0.255544 loss_mask: 0.525785 loss_dice: 0.486947 loss_class_aux: 15.265028 loss_bbox_aux: 1.239506 loss_giou_aux: 1.650784 loss_mask_aux: 3.287207 loss_dice_aux: 3.017227 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.669597 eta: 8:47:12 batch_cost: 2.4047 data_cost: 1.1998 ips: 3.3268 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:31:05] ppdet.engine.callbacks INFO: Epoch: [54] [ 10/264] learning_rate: 0.000100 loss_class: 2.459693 loss_bbox: 0.190752 loss_giou: 0.265732 loss_mask: 0.505274 loss_dice: 0.495157 loss_class_aux: 15.383878 loss_bbox_aux: 1.296866 loss_giou_aux: 1.640460 loss_mask_aux: 3.144393 loss_dice_aux: 3.069275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.620411 eta: 8:47:23 batch_cost: 1.5248 data_cost: 0.0053 ips: 5.2466 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:31:16] ppdet.engine.callbacks INFO: Epoch: [54] [ 20/264] learning_rate: 0.000100 loss_class: 2.223445 loss_bbox: 0.149417 loss_giou: 0.216309 loss_mask: 0.416980 loss_dice: 0.435707 loss_class_aux: 13.862668 loss_bbox_aux: 1.003461 loss_giou_aux: 1.426181 loss_mask_aux: 2.626168 loss_dice_aux: 2.639817 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.052979 eta: 8:47:22 batch_cost: 1.1077 data_cost: 0.0015 ips: 7.2220 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:31:28] ppdet.engine.callbacks INFO: Epoch: [54] [ 30/264] learning_rate: 0.000100 loss_class: 2.357524 loss_bbox: 0.185727 loss_giou: 0.219140 loss_mask: 0.479881 loss_dice: 0.449253 loss_class_aux: 15.005589 loss_bbox_aux: 1.215793 loss_giou_aux: 1.445985 loss_mask_aux: 3.051121 loss_dice_aux: 2.821833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.429387 eta: 8:47:24 batch_cost: 1.1833 data_cost: 0.0015 ips: 6.7605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:31:40] ppdet.engine.callbacks INFO: Epoch: [54] [ 40/264] learning_rate: 0.000100 loss_class: 2.046238 loss_bbox: 0.165886 loss_giou: 0.223477 loss_mask: 0.421417 loss_dice: 0.417446 loss_class_aux: 12.920858 loss_bbox_aux: 1.117458 loss_giou_aux: 1.410333 loss_mask_aux: 2.524789 loss_dice_aux: 2.573473 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.508474 loss: 24.081971 eta: 8:47:26 batch_cost: 1.2187 data_cost: 0.0014 ips: 6.5645 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:31:52] ppdet.engine.callbacks INFO: Epoch: [54] [ 50/264] learning_rate: 0.000100 loss_class: 2.329886 loss_bbox: 0.175376 loss_giou: 0.217626 loss_mask: 0.556567 loss_dice: 0.426332 loss_class_aux: 14.826957 loss_bbox_aux: 1.171684 loss_giou_aux: 1.406473 loss_mask_aux: 3.274951 loss_dice_aux: 2.607799 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.634151 eta: 8:47:27 batch_cost: 1.1631 data_cost: 0.0017 ips: 6.8779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:32:04] ppdet.engine.callbacks INFO: Epoch: [54] [ 60/264] learning_rate: 0.000100 loss_class: 2.418805 loss_bbox: 0.167746 loss_giou: 0.217104 loss_mask: 0.522900 loss_dice: 0.507078 loss_class_aux: 15.394851 loss_bbox_aux: 1.114149 loss_giou_aux: 1.409878 loss_mask_aux: 3.263018 loss_dice_aux: 3.007804 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.447443 eta: 8:47:28 batch_cost: 1.1614 data_cost: 0.0015 ips: 6.8884 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:32:16] ppdet.engine.callbacks INFO: Epoch: [54] [ 70/264] learning_rate: 0.000100 loss_class: 2.041331 loss_bbox: 0.164709 loss_giou: 0.222196 loss_mask: 0.404925 loss_dice: 0.441541 loss_class_aux: 13.339123 loss_bbox_aux: 1.017871 loss_giou_aux: 1.396417 loss_mask_aux: 2.436509 loss_dice_aux: 2.658750 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.685219 eta: 8:47:29 batch_cost: 1.1527 data_cost: 0.0014 ips: 6.9405 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:32:28] ppdet.engine.callbacks INFO: Epoch: [54] [ 80/264] learning_rate: 0.000100 loss_class: 2.354130 loss_bbox: 0.186294 loss_giou: 0.252709 loss_mask: 0.544680 loss_dice: 0.458821 loss_class_aux: 14.724273 loss_bbox_aux: 1.188260 loss_giou_aux: 1.602315 loss_mask_aux: 3.231141 loss_dice_aux: 2.815038 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.851953 eta: 8:47:30 batch_cost: 1.1675 data_cost: 0.0014 ips: 6.8525 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:32:40] ppdet.engine.callbacks INFO: Epoch: [54] [ 90/264] learning_rate: 0.000100 loss_class: 2.289997 loss_bbox: 0.178278 loss_giou: 0.261154 loss_mask: 0.501646 loss_dice: 0.523596 loss_class_aux: 14.547754 loss_bbox_aux: 1.157356 loss_giou_aux: 1.716937 loss_mask_aux: 3.211145 loss_dice_aux: 3.104529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.779607 loss: 28.346310 eta: 8:47:32 batch_cost: 1.2243 data_cost: 0.0014 ips: 6.5345 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:32:53] ppdet.engine.callbacks INFO: Epoch: [54] [100/264] learning_rate: 0.000100 loss_class: 2.232225 loss_bbox: 0.150221 loss_giou: 0.237944 loss_mask: 0.379726 loss_dice: 0.449401 loss_class_aux: 14.627330 loss_bbox_aux: 1.047155 loss_giou_aux: 1.531036 loss_mask_aux: 2.352300 loss_dice_aux: 2.728849 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.734706 loss: 26.871545 eta: 8:47:35 batch_cost: 1.2512 data_cost: 0.0014 ips: 6.3938 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:33:06] ppdet.engine.callbacks INFO: Epoch: [54] [110/264] learning_rate: 0.000100 loss_class: 2.115379 loss_bbox: 0.149383 loss_giou: 0.249430 loss_mask: 0.376658 loss_dice: 0.458223 loss_class_aux: 13.596566 loss_bbox_aux: 0.975874 loss_giou_aux: 1.611270 loss_mask_aux: 2.318047 loss_dice_aux: 2.791067 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.907497 loss: 27.886935 eta: 8:47:39 batch_cost: 1.2624 data_cost: 0.0015 ips: 6.3370 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:33:19] ppdet.engine.callbacks INFO: Epoch: [54] [120/264] learning_rate: 0.000100 loss_class: 2.292863 loss_bbox: 0.169677 loss_giou: 0.244352 loss_mask: 0.502798 loss_dice: 0.468762 loss_class_aux: 14.817192 loss_bbox_aux: 1.119862 loss_giou_aux: 1.541576 loss_mask_aux: 2.809731 loss_dice_aux: 2.760895 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.858447 loss: 27.937753 eta: 8:47:42 batch_cost: 1.2432 data_cost: 0.0014 ips: 6.4351 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:33:30] ppdet.engine.callbacks INFO: Epoch: [54] [130/264] learning_rate: 0.000100 loss_class: 2.180139 loss_bbox: 0.147571 loss_giou: 0.238460 loss_mask: 0.378915 loss_dice: 0.470560 loss_class_aux: 14.422272 loss_bbox_aux: 0.981950 loss_giou_aux: 1.495229 loss_mask_aux: 2.394587 loss_dice_aux: 2.863542 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.872505 loss: 28.826176 eta: 8:47:42 batch_cost: 1.1380 data_cost: 0.0014 ips: 7.0299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:33:43] ppdet.engine.callbacks INFO: Epoch: [54] [140/264] learning_rate: 0.000100 loss_class: 2.370822 loss_bbox: 0.204937 loss_giou: 0.239755 loss_mask: 0.591982 loss_dice: 0.482628 loss_class_aux: 15.047941 loss_bbox_aux: 1.262667 loss_giou_aux: 1.534325 loss_mask_aux: 3.530833 loss_dice_aux: 2.986599 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.753287 loss: 28.654234 eta: 8:47:44 batch_cost: 1.2223 data_cost: 0.0015 ips: 6.5449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:33:55] ppdet.engine.callbacks INFO: Epoch: [54] [150/264] learning_rate: 0.000100 loss_class: 2.252286 loss_bbox: 0.143638 loss_giou: 0.268713 loss_mask: 0.369481 loss_dice: 0.498568 loss_class_aux: 14.837662 loss_bbox_aux: 1.007528 loss_giou_aux: 1.721352 loss_mask_aux: 2.265177 loss_dice_aux: 2.975260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.975370 loss: 28.342967 eta: 8:47:47 batch_cost: 1.2206 data_cost: 0.0014 ips: 6.5543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:34:08] ppdet.engine.callbacks INFO: Epoch: [54] [160/264] learning_rate: 0.000100 loss_class: 2.307139 loss_bbox: 0.180198 loss_giou: 0.235208 loss_mask: 0.429408 loss_dice: 0.487161 loss_class_aux: 14.033670 loss_bbox_aux: 1.186559 loss_giou_aux: 1.501963 loss_mask_aux: 2.723226 loss_dice_aux: 2.896947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.270825 eta: 8:47:49 batch_cost: 1.2157 data_cost: 0.0015 ips: 6.5803 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:34:11] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:34:11] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:34:19] ppdet.engine.callbacks INFO: Epoch: [54] [170/264] learning_rate: 0.000100 loss_class: 2.121447 loss_bbox: 0.149054 loss_giou: 0.218471 loss_mask: 0.420538 loss_dice: 0.454432 loss_class_aux: 13.428961 loss_bbox_aux: 1.003964 loss_giou_aux: 1.412503 loss_mask_aux: 2.726028 loss_dice_aux: 2.837452 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.088811 eta: 8:47:49 batch_cost: 1.1415 data_cost: 0.0019 ips: 7.0081 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:34:32] ppdet.engine.callbacks INFO: Epoch: [54] [180/264] learning_rate: 0.000100 loss_class: 2.596608 loss_bbox: 0.171107 loss_giou: 0.251210 loss_mask: 0.473502 loss_dice: 0.448547 loss_class_aux: 15.916682 loss_bbox_aux: 1.140170 loss_giou_aux: 1.669024 loss_mask_aux: 2.841606 loss_dice_aux: 2.841130 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.902317 loss: 28.982319 eta: 8:47:51 batch_cost: 1.2157 data_cost: 0.0014 ips: 6.5804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:34:44] ppdet.engine.callbacks INFO: Epoch: [54] [190/264] learning_rate: 0.000100 loss_class: 2.696300 loss_bbox: 0.170391 loss_giou: 0.229825 loss_mask: 0.499596 loss_dice: 0.478999 loss_class_aux: 16.569611 loss_bbox_aux: 1.162859 loss_giou_aux: 1.436406 loss_mask_aux: 2.923172 loss_dice_aux: 2.933988 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.759071 eta: 8:47:54 batch_cost: 1.2305 data_cost: 0.0014 ips: 6.5013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:34:57] ppdet.engine.callbacks INFO: Epoch: [54] [200/264] learning_rate: 0.000100 loss_class: 2.297498 loss_bbox: 0.162313 loss_giou: 0.241722 loss_mask: 0.478459 loss_dice: 0.468957 loss_class_aux: 14.745000 loss_bbox_aux: 1.076920 loss_giou_aux: 1.569197 loss_mask_aux: 3.008056 loss_dice_aux: 2.823331 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.574616 loss: 29.032507 eta: 8:47:57 batch_cost: 1.2489 data_cost: 0.0014 ips: 6.4055 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:35:09] ppdet.engine.callbacks INFO: Epoch: [54] [210/264] learning_rate: 0.000100 loss_class: 2.267442 loss_bbox: 0.193170 loss_giou: 0.218106 loss_mask: 0.448528 loss_dice: 0.446458 loss_class_aux: 14.299598 loss_bbox_aux: 1.240532 loss_giou_aux: 1.437971 loss_mask_aux: 2.590562 loss_dice_aux: 2.716449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.085857 loss: 28.881844 eta: 8:47:57 batch_cost: 1.1507 data_cost: 0.0014 ips: 6.9521 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:35:22] ppdet.engine.callbacks INFO: Epoch: [54] [220/264] learning_rate: 0.000100 loss_class: 2.380221 loss_bbox: 0.196904 loss_giou: 0.262134 loss_mask: 0.649424 loss_dice: 0.532888 loss_class_aux: 15.202190 loss_bbox_aux: 1.243707 loss_giou_aux: 1.637720 loss_mask_aux: 3.502713 loss_dice_aux: 3.070964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.510216 loss: 30.658846 eta: 8:48:00 batch_cost: 1.2653 data_cost: 0.0013 ips: 6.3226 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:35:33] ppdet.engine.callbacks INFO: Epoch: [54] [230/264] learning_rate: 0.000100 loss_class: 2.367383 loss_bbox: 0.170745 loss_giou: 0.236399 loss_mask: 0.495653 loss_dice: 0.480662 loss_class_aux: 15.221291 loss_bbox_aux: 1.092145 loss_giou_aux: 1.552687 loss_mask_aux: 2.788011 loss_dice_aux: 2.874830 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.597592 loss: 29.396473 eta: 8:48:00 batch_cost: 1.1376 data_cost: 0.0013 ips: 7.0324 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:35:45] ppdet.engine.callbacks INFO: Epoch: [54] [240/264] learning_rate: 0.000100 loss_class: 2.527194 loss_bbox: 0.181046 loss_giou: 0.231488 loss_mask: 0.473076 loss_dice: 0.477840 loss_class_aux: 15.964618 loss_bbox_aux: 1.231833 loss_giou_aux: 1.509931 loss_mask_aux: 2.897951 loss_dice_aux: 2.923151 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.918274 loss: 30.469657 eta: 8:48:01 batch_cost: 1.1776 data_cost: 0.0013 ips: 6.7936 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:35:58] ppdet.engine.callbacks INFO: Epoch: [54] [250/264] learning_rate: 0.000100 loss_class: 2.343069 loss_bbox: 0.180611 loss_giou: 0.227628 loss_mask: 0.524960 loss_dice: 0.457198 loss_class_aux: 14.973710 loss_bbox_aux: 1.205218 loss_giou_aux: 1.489423 loss_mask_aux: 3.196709 loss_dice_aux: 2.828667 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.747144 loss: 28.749702 eta: 8:48:04 batch_cost: 1.2418 data_cost: 0.0013 ips: 6.4425 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:36:10] ppdet.engine.callbacks INFO: Epoch: [54] [260/264] learning_rate: 0.000100 loss_class: 2.086087 loss_bbox: 0.161044 loss_giou: 0.256145 loss_mask: 0.382837 loss_dice: 0.493213 loss_class_aux: 13.709522 loss_bbox_aux: 1.076624 loss_giou_aux: 1.648584 loss_mask_aux: 2.430636 loss_dice_aux: 3.030859 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.027544 loss: 27.220567 eta: 8:48:05 batch_cost: 1.1627 data_cost: 0.0013 ips: 6.8803 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:36:33] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/54
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 22:36:38] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/54/inference/inference.yml
[05/13 22:36:38] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 22:36:38] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/54/inference
[05/13 22:36:41] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 22:36:58] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 22:37:15] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 22:37:21] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 22:37:21] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.64s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.553
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.766
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.661
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.388
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.712
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.758
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758
[05/13 22:37:23] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.820429060006779
[05/13 22:37:23] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 22:37:23] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/54
[05/13 22:37:23] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 22:37:23] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 22:37:26] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 22:37:31] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 22:37:31] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 22:37:31] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 22:37:46] ppdet.engine.callbacks INFO: Epoch: [55] [  0/264] learning_rate: 0.000100 loss_class: 2.103163 loss_bbox: 0.148044 loss_giou: 0.229269 loss_mask: 0.375795 loss_dice: 0.452518 loss_class_aux: 13.709522 loss_bbox_aux: 0.976734 loss_giou_aux: 1.467624 loss_mask_aux: 2.327610 loss_dice_aux: 2.700208 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.027544 loss: 26.324101 eta: 8:48:37 batch_cost: 2.3882 data_cost: 1.1667 ips: 3.3498 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:38:02] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:38:02] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:38:03] ppdet.engine.callbacks INFO: Epoch: [55] [ 10/264] learning_rate: 0.000100 loss_class: 2.370175 loss_bbox: 0.160634 loss_giou: 0.238871 loss_mask: 0.427258 loss_dice: 0.476026 loss_class_aux: 14.545500 loss_bbox_aux: 1.065027 loss_giou_aux: 1.582869 loss_mask_aux: 2.574946 loss_dice_aux: 2.909222 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.918269 eta: 8:48:51 batch_cost: 1.6502 data_cost: 0.2675 ips: 4.8478 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:38:15] ppdet.engine.callbacks INFO: Epoch: [55] [ 20/264] learning_rate: 0.000100 loss_class: 2.155584 loss_bbox: 0.204570 loss_giou: 0.235844 loss_mask: 0.481376 loss_dice: 0.502397 loss_class_aux: 13.792003 loss_bbox_aux: 1.269978 loss_giou_aux: 1.524067 loss_mask_aux: 3.036357 loss_dice_aux: 3.052684 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.479595 loss: 28.510580 eta: 8:48:54 batch_cost: 1.2671 data_cost: 0.0016 ips: 6.3134 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:38:30] ppdet.engine.callbacks INFO: Epoch: [55] [ 30/264] learning_rate: 0.000100 loss_class: 2.459400 loss_bbox: 0.184355 loss_giou: 0.238778 loss_mask: 0.481213 loss_dice: 0.456716 loss_class_aux: 15.383981 loss_bbox_aux: 1.188017 loss_giou_aux: 1.532172 loss_mask_aux: 2.914101 loss_dice_aux: 2.788834 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.167956 loss: 27.714407 eta: 8:49:01 batch_cost: 1.4353 data_cost: 0.0015 ips: 5.5737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:38:50] ppdet.engine.callbacks INFO: Epoch: [55] [ 40/264] learning_rate: 0.000100 loss_class: 2.416450 loss_bbox: 0.192253 loss_giou: 0.231537 loss_mask: 0.478758 loss_dice: 0.471770 loss_class_aux: 15.562690 loss_bbox_aux: 1.170590 loss_giou_aux: 1.479767 loss_mask_aux: 2.809791 loss_dice_aux: 2.838827 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.515133 loss: 28.738632 eta: 8:49:22 batch_cost: 1.9263 data_cost: 0.0014 ips: 4.1531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:39:03] ppdet.engine.callbacks INFO: Epoch: [55] [ 50/264] learning_rate: 0.000100 loss_class: 2.183802 loss_bbox: 0.193641 loss_giou: 0.249172 loss_mask: 0.589976 loss_dice: 0.503248 loss_class_aux: 13.659168 loss_bbox_aux: 1.266693 loss_giou_aux: 1.567284 loss_mask_aux: 3.555537 loss_dice_aux: 3.118199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.611790 loss: 29.162771 eta: 8:49:27 batch_cost: 1.3373 data_cost: 0.0014 ips: 5.9820 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:39:15] ppdet.engine.callbacks INFO: Epoch: [55] [ 60/264] learning_rate: 0.000100 loss_class: 2.266830 loss_bbox: 0.174275 loss_giou: 0.219292 loss_mask: 0.452260 loss_dice: 0.484536 loss_class_aux: 14.221812 loss_bbox_aux: 1.111471 loss_giou_aux: 1.428568 loss_mask_aux: 2.634179 loss_dice_aux: 2.889962 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.098930 eta: 8:49:28 batch_cost: 1.1851 data_cost: 0.0014 ips: 6.7505 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:39:27] ppdet.engine.callbacks INFO: Epoch: [55] [ 70/264] learning_rate: 0.000100 loss_class: 2.607148 loss_bbox: 0.192479 loss_giou: 0.217448 loss_mask: 0.541383 loss_dice: 0.487779 loss_class_aux: 16.493288 loss_bbox_aux: 1.295465 loss_giou_aux: 1.393161 loss_mask_aux: 3.424294 loss_dice_aux: 3.022824 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496782 loss: 29.696459 eta: 8:49:28 batch_cost: 1.1408 data_cost: 0.0014 ips: 7.0128 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:39:39] ppdet.engine.callbacks INFO: Epoch: [55] [ 80/264] learning_rate: 0.000100 loss_class: 2.159548 loss_bbox: 0.161841 loss_giou: 0.210723 loss_mask: 0.425018 loss_dice: 0.450434 loss_class_aux: 13.772723 loss_bbox_aux: 1.096766 loss_giou_aux: 1.395661 loss_mask_aux: 2.653898 loss_dice_aux: 2.798261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.026303 eta: 8:49:29 batch_cost: 1.2003 data_cost: 0.0014 ips: 6.6650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:39:52] ppdet.engine.callbacks INFO: Epoch: [55] [ 90/264] learning_rate: 0.000100 loss_class: 2.083009 loss_bbox: 0.185716 loss_giou: 0.242707 loss_mask: 0.490463 loss_dice: 0.455551 loss_class_aux: 13.005103 loss_bbox_aux: 1.228014 loss_giou_aux: 1.539849 loss_mask_aux: 3.014112 loss_dice_aux: 2.791034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.212362 loss: 26.941685 eta: 8:49:31 batch_cost: 1.2207 data_cost: 0.0014 ips: 6.5537 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:40:04] ppdet.engine.callbacks INFO: Epoch: [55] [100/264] learning_rate: 0.000100 loss_class: 2.174969 loss_bbox: 0.157159 loss_giou: 0.250904 loss_mask: 0.384340 loss_dice: 0.460055 loss_class_aux: 13.642984 loss_bbox_aux: 1.099756 loss_giou_aux: 1.671454 loss_mask_aux: 2.326365 loss_dice_aux: 2.745998 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.602624 loss: 25.116117 eta: 8:49:31 batch_cost: 1.1613 data_cost: 0.0014 ips: 6.8886 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:40:15] ppdet.engine.callbacks INFO: Epoch: [55] [110/264] learning_rate: 0.000100 loss_class: 2.088122 loss_bbox: 0.169322 loss_giou: 0.240218 loss_mask: 0.435376 loss_dice: 0.464860 loss_class_aux: 13.555621 loss_bbox_aux: 1.115497 loss_giou_aux: 1.552226 loss_mask_aux: 2.797199 loss_dice_aux: 2.805455 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.592569 loss: 26.880582 eta: 8:49:31 batch_cost: 1.1320 data_cost: 0.0014 ips: 7.0670 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:40:27] ppdet.engine.callbacks INFO: Epoch: [55] [120/264] learning_rate: 0.000100 loss_class: 2.102746 loss_bbox: 0.173669 loss_giou: 0.224723 loss_mask: 0.473775 loss_dice: 0.443048 loss_class_aux: 13.857622 loss_bbox_aux: 1.153034 loss_giou_aux: 1.433161 loss_mask_aux: 2.935879 loss_dice_aux: 2.715057 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.973232 eta: 8:49:32 batch_cost: 1.2069 data_cost: 0.0014 ips: 6.6287 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:40:40] ppdet.engine.callbacks INFO: Epoch: [55] [130/264] learning_rate: 0.000100 loss_class: 2.546528 loss_bbox: 0.175191 loss_giou: 0.227289 loss_mask: 0.496840 loss_dice: 0.466521 loss_class_aux: 15.395734 loss_bbox_aux: 1.171150 loss_giou_aux: 1.429517 loss_mask_aux: 3.016226 loss_dice_aux: 2.903753 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.812947 eta: 8:49:33 batch_cost: 1.1797 data_cost: 0.0014 ips: 6.7814 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:40:51] ppdet.engine.callbacks INFO: Epoch: [55] [140/264] learning_rate: 0.000100 loss_class: 2.547503 loss_bbox: 0.198895 loss_giou: 0.286543 loss_mask: 0.575046 loss_dice: 0.523964 loss_class_aux: 16.220695 loss_bbox_aux: 1.309342 loss_giou_aux: 1.818367 loss_mask_aux: 3.483336 loss_dice_aux: 3.196253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.416909 eta: 8:49:31 batch_cost: 1.0804 data_cost: 0.0014 ips: 7.4049 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:41:03] ppdet.engine.callbacks INFO: Epoch: [55] [150/264] learning_rate: 0.000100 loss_class: 2.296768 loss_bbox: 0.187993 loss_giou: 0.256457 loss_mask: 0.477376 loss_dice: 0.500782 loss_class_aux: 14.249307 loss_bbox_aux: 1.214508 loss_giou_aux: 1.598888 loss_mask_aux: 2.926258 loss_dice_aux: 3.038330 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.274727 loss: 28.946351 eta: 8:49:32 batch_cost: 1.1928 data_cost: 0.0015 ips: 6.7070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:41:15] ppdet.engine.callbacks INFO: Epoch: [55] [160/264] learning_rate: 0.000100 loss_class: 2.032366 loss_bbox: 0.156413 loss_giou: 0.194258 loss_mask: 0.441535 loss_dice: 0.470596 loss_class_aux: 12.823127 loss_bbox_aux: 1.071864 loss_giou_aux: 1.286735 loss_mask_aux: 2.819661 loss_dice_aux: 2.870360 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.553884 loss: 25.376261 eta: 8:49:34 batch_cost: 1.2234 data_cost: 0.0014 ips: 6.5390 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:41:27] ppdet.engine.callbacks INFO: Epoch: [55] [170/264] learning_rate: 0.000100 loss_class: 2.349328 loss_bbox: 0.173228 loss_giou: 0.247407 loss_mask: 0.406220 loss_dice: 0.458645 loss_class_aux: 14.729746 loss_bbox_aux: 1.158096 loss_giou_aux: 1.607563 loss_mask_aux: 2.392117 loss_dice_aux: 2.770971 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.577676 loss: 26.882158 eta: 8:49:34 batch_cost: 1.1687 data_cost: 0.0014 ips: 6.8453 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:41:39] ppdet.engine.callbacks INFO: Epoch: [55] [180/264] learning_rate: 0.000100 loss_class: 2.264346 loss_bbox: 0.175113 loss_giou: 0.237704 loss_mask: 0.509094 loss_dice: 0.469023 loss_class_aux: 14.223370 loss_bbox_aux: 1.149264 loss_giou_aux: 1.521861 loss_mask_aux: 3.142336 loss_dice_aux: 2.819134 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.401493 eta: 8:49:34 batch_cost: 1.1461 data_cost: 0.0015 ips: 6.9804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:41:51] ppdet.engine.callbacks INFO: Epoch: [55] [190/264] learning_rate: 0.000100 loss_class: 2.158054 loss_bbox: 0.169359 loss_giou: 0.236546 loss_mask: 0.453412 loss_dice: 0.464383 loss_class_aux: 13.913925 loss_bbox_aux: 1.107153 loss_giou_aux: 1.446206 loss_mask_aux: 2.680560 loss_dice_aux: 2.815089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.262938 eta: 8:49:36 batch_cost: 1.2224 data_cost: 0.0014 ips: 6.5447 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:42:04] ppdet.engine.callbacks INFO: Epoch: [55] [200/264] learning_rate: 0.000100 loss_class: 1.987994 loss_bbox: 0.165091 loss_giou: 0.234567 loss_mask: 0.397954 loss_dice: 0.448652 loss_class_aux: 12.806332 loss_bbox_aux: 1.064098 loss_giou_aux: 1.468664 loss_mask_aux: 2.472800 loss_dice_aux: 2.769163 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.832625 eta: 8:49:36 batch_cost: 1.1839 data_cost: 0.0015 ips: 6.7576 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:42:18] ppdet.engine.callbacks INFO: Epoch: [55] [210/264] learning_rate: 0.000100 loss_class: 2.154808 loss_bbox: 0.158758 loss_giou: 0.229788 loss_mask: 0.389219 loss_dice: 0.449119 loss_class_aux: 13.873755 loss_bbox_aux: 1.081933 loss_giou_aux: 1.459067 loss_mask_aux: 2.485481 loss_dice_aux: 2.667819 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.464470 loss: 26.300519 eta: 8:49:42 batch_cost: 1.3954 data_cost: 0.0014 ips: 5.7331 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:42:30] ppdet.engine.callbacks INFO: Epoch: [55] [220/264] learning_rate: 0.000100 loss_class: 2.372627 loss_bbox: 0.153592 loss_giou: 0.234777 loss_mask: 0.468553 loss_dice: 0.479667 loss_class_aux: 15.242159 loss_bbox_aux: 1.035934 loss_giou_aux: 1.561748 loss_mask_aux: 2.721291 loss_dice_aux: 2.829116 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.485468 loss: 27.466946 eta: 8:49:43 batch_cost: 1.1956 data_cost: 0.0014 ips: 6.6910 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:42:42] ppdet.engine.callbacks INFO: Epoch: [55] [230/264] learning_rate: 0.000100 loss_class: 2.422756 loss_bbox: 0.184735 loss_giou: 0.269845 loss_mask: 0.561766 loss_dice: 0.500606 loss_class_aux: 15.887411 loss_bbox_aux: 1.241631 loss_giou_aux: 1.701525 loss_mask_aux: 3.138565 loss_dice_aux: 2.949361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.310769 loss: 29.454785 eta: 8:49:43 batch_cost: 1.1516 data_cost: 0.0012 ips: 6.9469 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:42:54] ppdet.engine.callbacks INFO: Epoch: [55] [240/264] learning_rate: 0.000100 loss_class: 2.526775 loss_bbox: 0.185040 loss_giou: 0.250197 loss_mask: 0.489312 loss_dice: 0.503136 loss_class_aux: 15.798330 loss_bbox_aux: 1.252911 loss_giou_aux: 1.599148 loss_mask_aux: 3.010789 loss_dice_aux: 3.067377 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.924454 eta: 8:49:45 batch_cost: 1.2251 data_cost: 0.0012 ips: 6.5303 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:43:06] ppdet.engine.callbacks INFO: Epoch: [55] [250/264] learning_rate: 0.000100 loss_class: 2.400411 loss_bbox: 0.172864 loss_giou: 0.247764 loss_mask: 0.514068 loss_dice: 0.495829 loss_class_aux: 15.297310 loss_bbox_aux: 1.145959 loss_giou_aux: 1.568543 loss_mask_aux: 3.237446 loss_dice_aux: 3.028333 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.913557 loss: 29.476188 eta: 8:49:45 batch_cost: 1.1473 data_cost: 0.0013 ips: 6.9730 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:43:18] ppdet.engine.callbacks INFO: Epoch: [55] [260/264] learning_rate: 0.000100 loss_class: 2.321803 loss_bbox: 0.166782 loss_giou: 0.248359 loss_mask: 0.445539 loss_dice: 0.485351 loss_class_aux: 14.538014 loss_bbox_aux: 1.102069 loss_giou_aux: 1.576506 loss_mask_aux: 2.668141 loss_dice_aux: 2.881712 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.330345 loss: 27.118117 eta: 8:49:46 batch_cost: 1.2015 data_cost: 0.0012 ips: 6.6585 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:43:56] ppdet.engine.callbacks INFO: Epoch: [56] [  0/264] learning_rate: 0.000100 loss_class: 2.249812 loss_bbox: 0.171595 loss_giou: 0.230015 loss_mask: 0.445539 loss_dice: 0.482346 loss_class_aux: 14.538014 loss_bbox_aux: 1.166275 loss_giou_aux: 1.483387 loss_mask_aux: 2.668141 loss_dice_aux: 2.881712 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.442272 eta: 8:50:24 batch_cost: 2.7010 data_cost: 1.4020 ips: 2.9618 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:43:59] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:43:59] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:44:10] ppdet.engine.callbacks INFO: Epoch: [56] [ 10/264] learning_rate: 0.000100 loss_class: 2.370242 loss_bbox: 0.143865 loss_giou: 0.224601 loss_mask: 0.386427 loss_dice: 0.454466 loss_class_aux: 15.220613 loss_bbox_aux: 0.966782 loss_giou_aux: 1.388913 loss_mask_aux: 2.373365 loss_dice_aux: 2.727417 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.386605 loss: 27.596888 eta: 8:50:30 batch_cost: 1.3927 data_cost: 0.0035 ips: 5.7443 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:44:21] ppdet.engine.callbacks INFO: Epoch: [56] [ 20/264] learning_rate: 0.000100 loss_class: 2.539506 loss_bbox: 0.209745 loss_giou: 0.222172 loss_mask: 0.697834 loss_dice: 0.520481 loss_class_aux: 16.133318 loss_bbox_aux: 1.409091 loss_giou_aux: 1.385372 loss_mask_aux: 4.293530 loss_dice_aux: 3.195781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.832638 eta: 8:50:28 batch_cost: 1.1107 data_cost: 0.0016 ips: 7.2024 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:44:34] ppdet.engine.callbacks INFO: Epoch: [56] [ 30/264] learning_rate: 0.000100 loss_class: 2.267350 loss_bbox: 0.172387 loss_giou: 0.247625 loss_mask: 0.485744 loss_dice: 0.448836 loss_class_aux: 14.727077 loss_bbox_aux: 1.059391 loss_giou_aux: 1.582804 loss_mask_aux: 2.751202 loss_dice_aux: 2.729837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.578364 loss: 27.666006 eta: 8:50:29 batch_cost: 1.1960 data_cost: 0.0015 ips: 6.6889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:44:46] ppdet.engine.callbacks INFO: Epoch: [56] [ 40/264] learning_rate: 0.000100 loss_class: 2.180869 loss_bbox: 0.171606 loss_giou: 0.256765 loss_mask: 0.463526 loss_dice: 0.470292 loss_class_aux: 13.715802 loss_bbox_aux: 1.231870 loss_giou_aux: 1.612583 loss_mask_aux: 2.850551 loss_dice_aux: 2.827040 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.767701 loss: 26.759655 eta: 8:50:29 batch_cost: 1.1790 data_cost: 0.0016 ips: 6.7853 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:44:57] ppdet.engine.callbacks INFO: Epoch: [56] [ 50/264] learning_rate: 0.000100 loss_class: 2.270102 loss_bbox: 0.178381 loss_giou: 0.234173 loss_mask: 0.477102 loss_dice: 0.465654 loss_class_aux: 15.201789 loss_bbox_aux: 1.097716 loss_giou_aux: 1.458932 loss_mask_aux: 2.951319 loss_dice_aux: 2.774377 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.025092 loss: 29.000170 eta: 8:50:29 batch_cost: 1.1414 data_cost: 0.0015 ips: 7.0091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:45:09] ppdet.engine.callbacks INFO: Epoch: [56] [ 60/264] learning_rate: 0.000100 loss_class: 2.183364 loss_bbox: 0.162710 loss_giou: 0.229624 loss_mask: 0.486087 loss_dice: 0.493405 loss_class_aux: 13.977895 loss_bbox_aux: 1.073737 loss_giou_aux: 1.482657 loss_mask_aux: 2.910721 loss_dice_aux: 2.957160 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.172367 eta: 8:50:28 batch_cost: 1.1300 data_cost: 0.0014 ips: 7.0794 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:45:20] ppdet.engine.callbacks INFO: Epoch: [56] [ 70/264] learning_rate: 0.000100 loss_class: 2.313483 loss_bbox: 0.176628 loss_giou: 0.243702 loss_mask: 0.509877 loss_dice: 0.458426 loss_class_aux: 14.937931 loss_bbox_aux: 1.160971 loss_giou_aux: 1.564598 loss_mask_aux: 3.039874 loss_dice_aux: 2.749620 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546525 loss: 28.511461 eta: 8:50:26 batch_cost: 1.0827 data_cost: 0.0015 ips: 7.3888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:45:32] ppdet.engine.callbacks INFO: Epoch: [56] [ 80/264] learning_rate: 0.000100 loss_class: 2.304245 loss_bbox: 0.157266 loss_giou: 0.244585 loss_mask: 0.449177 loss_dice: 0.451396 loss_class_aux: 14.562488 loss_bbox_aux: 1.094936 loss_giou_aux: 1.557441 loss_mask_aux: 2.684531 loss_dice_aux: 2.712154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.507021 eta: 8:50:27 batch_cost: 1.2042 data_cost: 0.0015 ips: 6.6435 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:45:44] ppdet.engine.callbacks INFO: Epoch: [56] [ 90/264] learning_rate: 0.000100 loss_class: 2.256404 loss_bbox: 0.170538 loss_giou: 0.239957 loss_mask: 0.415420 loss_dice: 0.454771 loss_class_aux: 14.419801 loss_bbox_aux: 1.137284 loss_giou_aux: 1.548287 loss_mask_aux: 2.729746 loss_dice_aux: 2.786719 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.908111 loss: 26.673498 eta: 8:50:26 batch_cost: 1.1268 data_cost: 0.0014 ips: 7.1000 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:45:56] ppdet.engine.callbacks INFO: Epoch: [56] [100/264] learning_rate: 0.000100 loss_class: 2.273882 loss_bbox: 0.169524 loss_giou: 0.230100 loss_mask: 0.437607 loss_dice: 0.431323 loss_class_aux: 14.592392 loss_bbox_aux: 1.172082 loss_giou_aux: 1.470831 loss_mask_aux: 2.686768 loss_dice_aux: 2.610437 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.560767 loss: 27.194546 eta: 8:50:25 batch_cost: 1.1513 data_cost: 0.0015 ips: 6.9488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:46:07] ppdet.engine.callbacks INFO: Epoch: [56] [110/264] learning_rate: 0.000100 loss_class: 2.338749 loss_bbox: 0.145243 loss_giou: 0.220859 loss_mask: 0.480318 loss_dice: 0.458838 loss_class_aux: 14.936876 loss_bbox_aux: 0.989435 loss_giou_aux: 1.418499 loss_mask_aux: 2.894260 loss_dice_aux: 2.959221 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.360588 loss: 27.710202 eta: 8:50:25 batch_cost: 1.1420 data_cost: 0.0014 ips: 7.0051 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:46:19] ppdet.engine.callbacks INFO: Epoch: [56] [120/264] learning_rate: 0.000100 loss_class: 2.735961 loss_bbox: 0.198792 loss_giou: 0.261312 loss_mask: 0.508919 loss_dice: 0.476244 loss_class_aux: 16.786757 loss_bbox_aux: 1.406185 loss_giou_aux: 1.636026 loss_mask_aux: 3.181765 loss_dice_aux: 2.946707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.445702 eta: 8:50:24 batch_cost: 1.1651 data_cost: 0.0015 ips: 6.8666 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:46:31] ppdet.engine.callbacks INFO: Epoch: [56] [130/264] learning_rate: 0.000100 loss_class: 2.511535 loss_bbox: 0.151813 loss_giou: 0.195672 loss_mask: 0.489895 loss_dice: 0.427247 loss_class_aux: 15.872713 loss_bbox_aux: 0.999973 loss_giou_aux: 1.252577 loss_mask_aux: 3.044217 loss_dice_aux: 2.654216 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.820033 eta: 8:50:23 batch_cost: 1.1221 data_cost: 0.0014 ips: 7.1292 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:46:42] ppdet.engine.callbacks INFO: Epoch: [56] [140/264] learning_rate: 0.000100 loss_class: 2.446010 loss_bbox: 0.182035 loss_giou: 0.245672 loss_mask: 0.491829 loss_dice: 0.487027 loss_class_aux: 15.460688 loss_bbox_aux: 1.163744 loss_giou_aux: 1.587346 loss_mask_aux: 2.842582 loss_dice_aux: 3.012621 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.906890 loss: 29.366318 eta: 8:50:22 batch_cost: 1.1291 data_cost: 0.0015 ips: 7.0856 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:46:55] ppdet.engine.callbacks INFO: Epoch: [56] [150/264] learning_rate: 0.000100 loss_class: 2.286472 loss_bbox: 0.154737 loss_giou: 0.221483 loss_mask: 0.385659 loss_dice: 0.459031 loss_class_aux: 14.559898 loss_bbox_aux: 1.015384 loss_giou_aux: 1.384453 loss_mask_aux: 2.453145 loss_dice_aux: 2.823901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.501736 loss: 27.456166 eta: 8:50:23 batch_cost: 1.2132 data_cost: 0.0014 ips: 6.5940 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:47:07] ppdet.engine.callbacks INFO: Epoch: [56] [160/264] learning_rate: 0.000100 loss_class: 2.118146 loss_bbox: 0.158350 loss_giou: 0.230897 loss_mask: 0.368355 loss_dice: 0.446426 loss_class_aux: 13.695610 loss_bbox_aux: 1.047023 loss_giou_aux: 1.455115 loss_mask_aux: 2.236180 loss_dice_aux: 2.656333 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.205212 eta: 8:50:25 batch_cost: 1.2475 data_cost: 0.0015 ips: 6.4129 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:47:19] ppdet.engine.callbacks INFO: Epoch: [56] [170/264] learning_rate: 0.000100 loss_class: 2.439662 loss_bbox: 0.197770 loss_giou: 0.231631 loss_mask: 0.593914 loss_dice: 0.494696 loss_class_aux: 15.454716 loss_bbox_aux: 1.304067 loss_giou_aux: 1.618980 loss_mask_aux: 3.518199 loss_dice_aux: 3.073026 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.983500 eta: 8:50:25 batch_cost: 1.1857 data_cost: 0.0014 ips: 6.7470 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:47:31] ppdet.engine.callbacks INFO: Epoch: [56] [180/264] learning_rate: 0.000100 loss_class: 2.206737 loss_bbox: 0.152136 loss_giou: 0.225040 loss_mask: 0.424085 loss_dice: 0.445523 loss_class_aux: 13.740640 loss_bbox_aux: 1.069622 loss_giou_aux: 1.486206 loss_mask_aux: 2.555937 loss_dice_aux: 2.821918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.212376 eta: 8:50:25 batch_cost: 1.1384 data_cost: 0.0015 ips: 7.0276 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:47:43] ppdet.engine.callbacks INFO: Epoch: [56] [190/264] learning_rate: 0.000100 loss_class: 2.168763 loss_bbox: 0.159581 loss_giou: 0.248991 loss_mask: 0.411370 loss_dice: 0.475911 loss_class_aux: 13.865730 loss_bbox_aux: 1.111232 loss_giou_aux: 1.620088 loss_mask_aux: 2.669527 loss_dice_aux: 2.953668 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.109559 loss: 27.228115 eta: 8:50:24 batch_cost: 1.1735 data_cost: 0.0015 ips: 6.8174 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:47:55] ppdet.engine.callbacks INFO: Epoch: [56] [200/264] learning_rate: 0.000100 loss_class: 2.362111 loss_bbox: 0.170543 loss_giou: 0.259698 loss_mask: 0.491092 loss_dice: 0.519721 loss_class_aux: 15.116438 loss_bbox_aux: 1.080237 loss_giou_aux: 1.649792 loss_mask_aux: 3.005479 loss_dice_aux: 3.108675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.339647 loss: 28.543539 eta: 8:50:24 batch_cost: 1.1631 data_cost: 0.0014 ips: 6.8781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:48:09] ppdet.engine.callbacks INFO: Epoch: [56] [210/264] learning_rate: 0.000100 loss_class: 2.091860 loss_bbox: 0.167195 loss_giou: 0.227650 loss_mask: 0.430003 loss_dice: 0.443785 loss_class_aux: 13.139246 loss_bbox_aux: 1.092312 loss_giou_aux: 1.451877 loss_mask_aux: 2.715135 loss_dice_aux: 2.722265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.629385 loss: 24.532475 eta: 8:50:28 batch_cost: 1.3447 data_cost: 0.0015 ips: 5.9491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:48:25] ppdet.engine.callbacks INFO: Epoch: [56] [220/264] learning_rate: 0.000100 loss_class: 2.417580 loss_bbox: 0.200174 loss_giou: 0.247652 loss_mask: 0.516166 loss_dice: 0.500318 loss_class_aux: 15.496141 loss_bbox_aux: 1.298691 loss_giou_aux: 1.560196 loss_mask_aux: 3.271013 loss_dice_aux: 3.105692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.293561 eta: 8:50:38 batch_cost: 1.5685 data_cost: 0.0013 ips: 5.1006 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:48:36] ppdet.engine.callbacks INFO: Epoch: [56] [230/264] learning_rate: 0.000100 loss_class: 2.435360 loss_bbox: 0.161602 loss_giou: 0.202467 loss_mask: 0.454094 loss_dice: 0.436489 loss_class_aux: 15.565988 loss_bbox_aux: 1.096924 loss_giou_aux: 1.317463 loss_mask_aux: 2.752831 loss_dice_aux: 2.709418 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.798857 eta: 8:50:37 batch_cost: 1.1135 data_cost: 0.0012 ips: 7.1848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:48:47] ppdet.engine.callbacks INFO: Epoch: [56] [240/264] learning_rate: 0.000100 loss_class: 2.148733 loss_bbox: 0.154730 loss_giou: 0.241474 loss_mask: 0.396871 loss_dice: 0.440491 loss_class_aux: 13.337597 loss_bbox_aux: 1.032321 loss_giou_aux: 1.539461 loss_mask_aux: 2.361228 loss_dice_aux: 2.702879 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.740408 eta: 8:50:35 batch_cost: 1.1001 data_cost: 0.0012 ips: 7.2723 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:48:59] ppdet.engine.callbacks INFO: Epoch: [56] [250/264] learning_rate: 0.000100 loss_class: 2.593434 loss_bbox: 0.221431 loss_giou: 0.266461 loss_mask: 0.617854 loss_dice: 0.509381 loss_class_aux: 16.783278 loss_bbox_aux: 1.407709 loss_giou_aux: 1.637634 loss_mask_aux: 3.764042 loss_dice_aux: 3.038933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.364482 eta: 8:50:35 batch_cost: 1.1869 data_cost: 0.0013 ips: 6.7400 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:49:12] ppdet.engine.callbacks INFO: Epoch: [56] [260/264] learning_rate: 0.000100 loss_class: 2.371737 loss_bbox: 0.194402 loss_giou: 0.245357 loss_mask: 0.521769 loss_dice: 0.474008 loss_class_aux: 14.699980 loss_bbox_aux: 1.185626 loss_giou_aux: 1.578057 loss_mask_aux: 3.206031 loss_dice_aux: 2.854000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.562924 loss: 28.723261 eta: 8:50:38 batch_cost: 1.2886 data_cost: 0.0013 ips: 6.2084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:49:47] ppdet.engine.callbacks INFO: Epoch: [57] [  0/264] learning_rate: 0.000100 loss_class: 2.480696 loss_bbox: 0.172148 loss_giou: 0.226243 loss_mask: 0.462647 loss_dice: 0.451542 loss_class_aux: 15.502604 loss_bbox_aux: 1.121742 loss_giou_aux: 1.470639 loss_mask_aux: 2.870648 loss_dice_aux: 2.732489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.392179 eta: 8:51:07 batch_cost: 2.3962 data_cost: 1.0594 ips: 3.3386 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:49:49] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:49:49] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:50:03] ppdet.engine.callbacks INFO: Epoch: [57] [ 10/264] learning_rate: 0.000100 loss_class: 2.657399 loss_bbox: 0.177642 loss_giou: 0.236639 loss_mask: 0.502991 loss_dice: 0.476602 loss_class_aux: 16.523376 loss_bbox_aux: 1.232358 loss_giou_aux: 1.548269 loss_mask_aux: 3.144140 loss_dice_aux: 2.962845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.838185 eta: 8:51:15 batch_cost: 1.5269 data_cost: 0.0729 ips: 5.2395 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:50:14] ppdet.engine.callbacks INFO: Epoch: [57] [ 20/264] learning_rate: 0.000100 loss_class: 2.106351 loss_bbox: 0.168518 loss_giou: 0.222949 loss_mask: 0.456008 loss_dice: 0.439131 loss_class_aux: 13.541158 loss_bbox_aux: 1.098494 loss_giou_aux: 1.400881 loss_mask_aux: 2.753341 loss_dice_aux: 2.660955 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.166065 eta: 8:51:15 batch_cost: 1.1503 data_cost: 0.0016 ips: 6.9546 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:50:27] ppdet.engine.callbacks INFO: Epoch: [57] [ 30/264] learning_rate: 0.000100 loss_class: 2.360195 loss_bbox: 0.184391 loss_giou: 0.268549 loss_mask: 0.493354 loss_dice: 0.513813 loss_class_aux: 14.866622 loss_bbox_aux: 1.219546 loss_giou_aux: 1.699947 loss_mask_aux: 2.886380 loss_dice_aux: 3.056652 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.706846 eta: 8:51:15 batch_cost: 1.2074 data_cost: 0.0018 ips: 6.6260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:50:43] ppdet.engine.callbacks INFO: Epoch: [57] [ 40/264] learning_rate: 0.000100 loss_class: 2.649904 loss_bbox: 0.165188 loss_giou: 0.253030 loss_mask: 0.496498 loss_dice: 0.502884 loss_class_aux: 17.514777 loss_bbox_aux: 1.134835 loss_giou_aux: 1.626971 loss_mask_aux: 3.048410 loss_dice_aux: 3.090762 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.239736 loss: 33.677566 eta: 8:51:25 batch_cost: 1.5551 data_cost: 0.0015 ips: 5.1445 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:50:58] ppdet.engine.callbacks INFO: Epoch: [57] [ 50/264] learning_rate: 0.000100 loss_class: 2.438172 loss_bbox: 0.169757 loss_giou: 0.226704 loss_mask: 0.402880 loss_dice: 0.473126 loss_class_aux: 15.820396 loss_bbox_aux: 1.162606 loss_giou_aux: 1.484729 loss_mask_aux: 2.532496 loss_dice_aux: 2.892126 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.695237 loss: 30.145321 eta: 8:51:32 batch_cost: 1.4699 data_cost: 0.0014 ips: 5.4424 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:51:12] ppdet.engine.callbacks INFO: Epoch: [57] [ 60/264] learning_rate: 0.000100 loss_class: 2.383170 loss_bbox: 0.181669 loss_giou: 0.226752 loss_mask: 0.480042 loss_dice: 0.461545 loss_class_aux: 14.913098 loss_bbox_aux: 1.265953 loss_giou_aux: 1.478638 loss_mask_aux: 3.256670 loss_dice_aux: 2.914076 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.287641 eta: 8:51:37 batch_cost: 1.4176 data_cost: 0.0014 ips: 5.6434 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:51:29] ppdet.engine.callbacks INFO: Epoch: [57] [ 70/264] learning_rate: 0.000100 loss_class: 2.311515 loss_bbox: 0.174585 loss_giou: 0.233716 loss_mask: 0.453530 loss_dice: 0.469649 loss_class_aux: 14.477795 loss_bbox_aux: 1.081712 loss_giou_aux: 1.506480 loss_mask_aux: 2.782115 loss_dice_aux: 2.783788 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.461749 loss: 25.999629 eta: 8:51:51 batch_cost: 1.7118 data_cost: 0.0015 ips: 4.6735 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:51:41] ppdet.engine.callbacks INFO: Epoch: [57] [ 80/264] learning_rate: 0.000100 loss_class: 2.442464 loss_bbox: 0.161887 loss_giou: 0.227695 loss_mask: 0.481119 loss_dice: 0.458902 loss_class_aux: 14.797182 loss_bbox_aux: 1.128731 loss_giou_aux: 1.473878 loss_mask_aux: 2.935066 loss_dice_aux: 2.768559 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.584906 eta: 8:51:50 batch_cost: 1.1646 data_cost: 0.0015 ips: 6.8693 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:51:53] ppdet.engine.callbacks INFO: Epoch: [57] [ 90/264] learning_rate: 0.000100 loss_class: 2.184312 loss_bbox: 0.152194 loss_giou: 0.240850 loss_mask: 0.466494 loss_dice: 0.455452 loss_class_aux: 13.497133 loss_bbox_aux: 1.072436 loss_giou_aux: 1.517610 loss_mask_aux: 2.872342 loss_dice_aux: 2.735430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.271129 loss: 26.015198 eta: 8:51:50 batch_cost: 1.1691 data_cost: 0.0014 ips: 6.8430 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:52:05] ppdet.engine.callbacks INFO: Epoch: [57] [100/264] learning_rate: 0.000100 loss_class: 2.284552 loss_bbox: 0.172267 loss_giou: 0.228155 loss_mask: 0.476133 loss_dice: 0.476359 loss_class_aux: 14.231760 loss_bbox_aux: 1.162424 loss_giou_aux: 1.454653 loss_mask_aux: 2.851292 loss_dice_aux: 2.858715 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.448849 loss: 28.137282 eta: 8:51:50 batch_cost: 1.2033 data_cost: 0.0014 ips: 6.6482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:52:17] ppdet.engine.callbacks INFO: Epoch: [57] [110/264] learning_rate: 0.000100 loss_class: 2.333133 loss_bbox: 0.177817 loss_giou: 0.234902 loss_mask: 0.494449 loss_dice: 0.498405 loss_class_aux: 15.098430 loss_bbox_aux: 1.199079 loss_giou_aux: 1.532044 loss_mask_aux: 3.085353 loss_dice_aux: 3.036282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.777069 eta: 8:51:49 batch_cost: 1.1302 data_cost: 0.0014 ips: 7.0784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:52:29] ppdet.engine.callbacks INFO: Epoch: [57] [120/264] learning_rate: 0.000100 loss_class: 2.230299 loss_bbox: 0.166067 loss_giou: 0.224931 loss_mask: 0.424040 loss_dice: 0.432165 loss_class_aux: 14.275716 loss_bbox_aux: 1.092119 loss_giou_aux: 1.429561 loss_mask_aux: 2.576791 loss_dice_aux: 2.649287 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.101939 eta: 8:51:49 batch_cost: 1.2201 data_cost: 0.0015 ips: 6.5567 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:52:42] ppdet.engine.callbacks INFO: Epoch: [57] [130/264] learning_rate: 0.000100 loss_class: 2.280687 loss_bbox: 0.168785 loss_giou: 0.234906 loss_mask: 0.458198 loss_dice: 0.457956 loss_class_aux: 14.767236 loss_bbox_aux: 1.152514 loss_giou_aux: 1.525964 loss_mask_aux: 2.692847 loss_dice_aux: 2.735406 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.284094 eta: 8:51:49 batch_cost: 1.1971 data_cost: 0.0015 ips: 6.6828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:52:53] ppdet.engine.callbacks INFO: Epoch: [57] [140/264] learning_rate: 0.000100 loss_class: 2.218494 loss_bbox: 0.169468 loss_giou: 0.232031 loss_mask: 0.468607 loss_dice: 0.434206 loss_class_aux: 14.433168 loss_bbox_aux: 1.129072 loss_giou_aux: 1.474918 loss_mask_aux: 2.812740 loss_dice_aux: 2.577762 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.742001 loss: 27.448023 eta: 8:51:48 batch_cost: 1.1178 data_cost: 0.0015 ips: 7.1567 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:53:05] ppdet.engine.callbacks INFO: Epoch: [57] [150/264] learning_rate: 0.000100 loss_class: 1.952773 loss_bbox: 0.146943 loss_giou: 0.210705 loss_mask: 0.370577 loss_dice: 0.438841 loss_class_aux: 12.713879 loss_bbox_aux: 1.023391 loss_giou_aux: 1.352603 loss_mask_aux: 2.273188 loss_dice_aux: 2.681861 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.337116 eta: 8:51:47 batch_cost: 1.1585 data_cost: 0.0015 ips: 6.9057 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:53:17] ppdet.engine.callbacks INFO: Epoch: [57] [160/264] learning_rate: 0.000100 loss_class: 2.321162 loss_bbox: 0.177007 loss_giou: 0.240976 loss_mask: 0.532485 loss_dice: 0.471132 loss_class_aux: 14.653630 loss_bbox_aux: 1.113209 loss_giou_aux: 1.545432 loss_mask_aux: 3.304335 loss_dice_aux: 2.862309 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.574616 loss: 27.834720 eta: 8:51:46 batch_cost: 1.1689 data_cost: 0.0015 ips: 6.8438 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:53:29] ppdet.engine.callbacks INFO: Epoch: [57] [170/264] learning_rate: 0.000100 loss_class: 2.037259 loss_bbox: 0.166738 loss_giou: 0.228994 loss_mask: 0.498901 loss_dice: 0.441269 loss_class_aux: 13.014664 loss_bbox_aux: 1.085718 loss_giou_aux: 1.451755 loss_mask_aux: 2.946247 loss_dice_aux: 2.651655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.137289 loss: 25.319405 eta: 8:51:46 batch_cost: 1.1959 data_cost: 0.0015 ips: 6.6895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:53:41] ppdet.engine.callbacks INFO: Epoch: [57] [180/264] learning_rate: 0.000100 loss_class: 2.296409 loss_bbox: 0.150693 loss_giou: 0.240704 loss_mask: 0.374790 loss_dice: 0.425742 loss_class_aux: 14.433852 loss_bbox_aux: 1.003880 loss_giou_aux: 1.538635 loss_mask_aux: 2.256372 loss_dice_aux: 2.616314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.450903 eta: 8:51:45 batch_cost: 1.1357 data_cost: 0.0014 ips: 7.0440 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:53:53] ppdet.engine.callbacks INFO: Epoch: [57] [190/264] learning_rate: 0.000100 loss_class: 2.150148 loss_bbox: 0.166732 loss_giou: 0.247310 loss_mask: 0.453274 loss_dice: 0.446284 loss_class_aux: 13.802170 loss_bbox_aux: 1.108764 loss_giou_aux: 1.603883 loss_mask_aux: 2.750826 loss_dice_aux: 2.727377 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.222322 eta: 8:51:44 batch_cost: 1.1700 data_cost: 0.0015 ips: 6.8379 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:54:04] ppdet.engine.callbacks INFO: Epoch: [57] [200/264] learning_rate: 0.000100 loss_class: 2.054985 loss_bbox: 0.143805 loss_giou: 0.223172 loss_mask: 0.385178 loss_dice: 0.432432 loss_class_aux: 13.338324 loss_bbox_aux: 0.975131 loss_giou_aux: 1.488475 loss_mask_aux: 2.309617 loss_dice_aux: 2.700822 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.780063 eta: 8:51:43 batch_cost: 1.1305 data_cost: 0.0014 ips: 7.0765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:54:17] ppdet.engine.callbacks INFO: Epoch: [57] [210/264] learning_rate: 0.000100 loss_class: 1.989085 loss_bbox: 0.165283 loss_giou: 0.227867 loss_mask: 0.460128 loss_dice: 0.459141 loss_class_aux: 13.275521 loss_bbox_aux: 1.094842 loss_giou_aux: 1.468170 loss_mask_aux: 2.804339 loss_dice_aux: 2.809586 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.178716 loss: 25.361727 eta: 8:51:43 batch_cost: 1.2014 data_cost: 0.0015 ips: 6.6589 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:54:29] ppdet.engine.callbacks INFO: Epoch: [57] [220/264] learning_rate: 0.000100 loss_class: 2.290082 loss_bbox: 0.186151 loss_giou: 0.244306 loss_mask: 0.578813 loss_dice: 0.515136 loss_class_aux: 14.184349 loss_bbox_aux: 1.251038 loss_giou_aux: 1.546355 loss_mask_aux: 3.412646 loss_dice_aux: 2.991985 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.926044 eta: 8:51:42 batch_cost: 1.1751 data_cost: 0.0014 ips: 6.8082 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:54:40] ppdet.engine.callbacks INFO: Epoch: [57] [230/264] learning_rate: 0.000100 loss_class: 2.354486 loss_bbox: 0.191213 loss_giou: 0.242837 loss_mask: 0.480036 loss_dice: 0.494523 loss_class_aux: 15.086206 loss_bbox_aux: 1.269090 loss_giou_aux: 1.531572 loss_mask_aux: 2.910383 loss_dice_aux: 3.019803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.490464 loss: 28.350581 eta: 8:51:42 batch_cost: 1.1630 data_cost: 0.0013 ips: 6.8789 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:54:54] ppdet.engine.callbacks INFO: Epoch: [57] [240/264] learning_rate: 0.000100 loss_class: 2.222877 loss_bbox: 0.180838 loss_giou: 0.239594 loss_mask: 0.512793 loss_dice: 0.486061 loss_class_aux: 14.459526 loss_bbox_aux: 1.166792 loss_giou_aux: 1.484486 loss_mask_aux: 3.058937 loss_dice_aux: 2.877798 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.848448 eta: 8:51:44 batch_cost: 1.2838 data_cost: 0.0013 ips: 6.2316 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:55:06] ppdet.engine.callbacks INFO: Epoch: [57] [250/264] learning_rate: 0.000100 loss_class: 2.161918 loss_bbox: 0.166414 loss_giou: 0.240635 loss_mask: 0.511292 loss_dice: 0.467338 loss_class_aux: 13.974452 loss_bbox_aux: 1.172987 loss_giou_aux: 1.571853 loss_mask_aux: 3.021124 loss_dice_aux: 2.837512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.404338 eta: 8:51:44 batch_cost: 1.2206 data_cost: 0.0013 ips: 6.5541 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:55:17] ppdet.engine.callbacks INFO: Epoch: [57] [260/264] learning_rate: 0.000100 loss_class: 2.282177 loss_bbox: 0.174310 loss_giou: 0.217186 loss_mask: 0.433801 loss_dice: 0.430382 loss_class_aux: 14.679203 loss_bbox_aux: 1.175909 loss_giou_aux: 1.409405 loss_mask_aux: 2.646369 loss_dice_aux: 2.641501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.874098 loss: 27.428996 eta: 8:51:42 batch_cost: 1.1104 data_cost: 0.0013 ips: 7.2046 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:55:55] ppdet.engine.callbacks INFO: Epoch: [58] [  0/264] learning_rate: 0.000100 loss_class: 2.299903 loss_bbox: 0.164463 loss_giou: 0.255214 loss_mask: 0.386661 loss_dice: 0.460205 loss_class_aux: 14.679203 loss_bbox_aux: 1.061968 loss_giou_aux: 1.615118 loss_mask_aux: 2.343467 loss_dice_aux: 2.772104 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.006068 loss: 27.428996 eta: 8:52:18 batch_cost: 2.6911 data_cost: 1.4217 ips: 2.9728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:56:09] ppdet.engine.callbacks INFO: Epoch: [58] [ 10/264] learning_rate: 0.000100 loss_class: 2.277286 loss_bbox: 0.181120 loss_giou: 0.235233 loss_mask: 0.516342 loss_dice: 0.506781 loss_class_aux: 14.304395 loss_bbox_aux: 1.198671 loss_giou_aux: 1.570056 loss_mask_aux: 3.106742 loss_dice_aux: 3.055622 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.860284 eta: 8:52:22 batch_cost: 1.3425 data_cost: 0.0426 ips: 5.9589 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:56:21] ppdet.engine.callbacks INFO: Epoch: [58] [ 20/264] learning_rate: 0.000100 loss_class: 1.908443 loss_bbox: 0.151122 loss_giou: 0.205882 loss_mask: 0.387528 loss_dice: 0.406451 loss_class_aux: 11.963162 loss_bbox_aux: 0.989762 loss_giou_aux: 1.287823 loss_mask_aux: 2.340074 loss_dice_aux: 2.457867 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.194218 loss: 23.142440 eta: 8:52:21 batch_cost: 1.1695 data_cost: 0.0015 ips: 6.8406 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:56:34] ppdet.engine.callbacks INFO: Epoch: [58] [ 30/264] learning_rate: 0.000100 loss_class: 2.246104 loss_bbox: 0.170585 loss_giou: 0.236619 loss_mask: 0.462105 loss_dice: 0.460218 loss_class_aux: 13.817287 loss_bbox_aux: 1.093486 loss_giou_aux: 1.520457 loss_mask_aux: 2.789055 loss_dice_aux: 2.849853 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.815406 loss: 28.521185 eta: 8:52:21 batch_cost: 1.2178 data_cost: 0.0014 ips: 6.5695 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:56:46] ppdet.engine.callbacks INFO: Epoch: [58] [ 40/264] learning_rate: 0.000100 loss_class: 2.343187 loss_bbox: 0.185017 loss_giou: 0.209171 loss_mask: 0.490349 loss_dice: 0.470451 loss_class_aux: 15.058381 loss_bbox_aux: 1.209873 loss_giou_aux: 1.431421 loss_mask_aux: 3.029921 loss_dice_aux: 2.869369 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.972990 eta: 8:52:22 batch_cost: 1.2503 data_cost: 0.0014 ips: 6.3986 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:56:58] ppdet.engine.callbacks INFO: Epoch: [58] [ 50/264] learning_rate: 0.000100 loss_class: 2.015371 loss_bbox: 0.138973 loss_giou: 0.213842 loss_mask: 0.396677 loss_dice: 0.500903 loss_class_aux: 13.068204 loss_bbox_aux: 0.958710 loss_giou_aux: 1.442195 loss_mask_aux: 2.437497 loss_dice_aux: 2.992858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.638048 eta: 8:52:21 batch_cost: 1.1576 data_cost: 0.0015 ips: 6.9110 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:56:58] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 22:56:58] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 22:57:10] ppdet.engine.callbacks INFO: Epoch: [58] [ 60/264] learning_rate: 0.000100 loss_class: 1.895585 loss_bbox: 0.157383 loss_giou: 0.200487 loss_mask: 0.520971 loss_dice: 0.418049 loss_class_aux: 11.829396 loss_bbox_aux: 1.090359 loss_giou_aux: 1.281245 loss_mask_aux: 2.926144 loss_dice_aux: 2.639415 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.864713 eta: 8:52:19 batch_cost: 1.1140 data_cost: 0.0014 ips: 7.1813 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:57:22] ppdet.engine.callbacks INFO: Epoch: [58] [ 70/264] learning_rate: 0.000100 loss_class: 2.284775 loss_bbox: 0.166580 loss_giou: 0.246086 loss_mask: 0.369952 loss_dice: 0.439237 loss_class_aux: 14.370957 loss_bbox_aux: 1.049698 loss_giou_aux: 1.554927 loss_mask_aux: 2.293356 loss_dice_aux: 2.612099 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.616077 loss: 26.163316 eta: 8:52:18 batch_cost: 1.1656 data_cost: 0.0014 ips: 6.8636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:57:34] ppdet.engine.callbacks INFO: Epoch: [58] [ 80/264] learning_rate: 0.000100 loss_class: 2.446404 loss_bbox: 0.192924 loss_giou: 0.245937 loss_mask: 0.496866 loss_dice: 0.484530 loss_class_aux: 15.131648 loss_bbox_aux: 1.376727 loss_giou_aux: 1.600131 loss_mask_aux: 3.008809 loss_dice_aux: 3.029933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.817289 eta: 8:52:17 batch_cost: 1.1742 data_cost: 0.0015 ips: 6.8134 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:57:46] ppdet.engine.callbacks INFO: Epoch: [58] [ 90/264] learning_rate: 0.000100 loss_class: 2.517285 loss_bbox: 0.173857 loss_giou: 0.235403 loss_mask: 0.585639 loss_dice: 0.504060 loss_class_aux: 16.373635 loss_bbox_aux: 1.170838 loss_giou_aux: 1.525002 loss_mask_aux: 3.744548 loss_dice_aux: 3.052652 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.644124 eta: 8:52:17 batch_cost: 1.1735 data_cost: 0.0014 ips: 6.8171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:57:58] ppdet.engine.callbacks INFO: Epoch: [58] [100/264] learning_rate: 0.000100 loss_class: 2.279152 loss_bbox: 0.192968 loss_giou: 0.224841 loss_mask: 0.565924 loss_dice: 0.468540 loss_class_aux: 14.726352 loss_bbox_aux: 1.234224 loss_giou_aux: 1.442555 loss_mask_aux: 3.417059 loss_dice_aux: 2.829529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.587524 eta: 8:52:16 batch_cost: 1.1837 data_cost: 0.0016 ips: 6.7585 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:58:09] ppdet.engine.callbacks INFO: Epoch: [58] [110/264] learning_rate: 0.000100 loss_class: 2.051919 loss_bbox: 0.159235 loss_giou: 0.231071 loss_mask: 0.401193 loss_dice: 0.446403 loss_class_aux: 12.985415 loss_bbox_aux: 1.058375 loss_giou_aux: 1.466075 loss_mask_aux: 2.386440 loss_dice_aux: 2.686394 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.748333 loss: 24.643856 eta: 8:52:15 batch_cost: 1.1490 data_cost: 0.0015 ips: 6.9625 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:58:22] ppdet.engine.callbacks INFO: Epoch: [58] [120/264] learning_rate: 0.000100 loss_class: 2.609392 loss_bbox: 0.179995 loss_giou: 0.250358 loss_mask: 0.575701 loss_dice: 0.524066 loss_class_aux: 16.281683 loss_bbox_aux: 1.176675 loss_giou_aux: 1.720033 loss_mask_aux: 3.133054 loss_dice_aux: 3.127250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.696830 eta: 8:52:15 batch_cost: 1.2337 data_cost: 0.0015 ips: 6.4847 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:58:34] ppdet.engine.callbacks INFO: Epoch: [58] [130/264] learning_rate: 0.000100 loss_class: 2.460883 loss_bbox: 0.170713 loss_giou: 0.223628 loss_mask: 0.498446 loss_dice: 0.469407 loss_class_aux: 15.237602 loss_bbox_aux: 1.173344 loss_giou_aux: 1.427680 loss_mask_aux: 3.068550 loss_dice_aux: 2.839100 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.018750 eta: 8:52:14 batch_cost: 1.1619 data_cost: 0.0015 ips: 6.8855 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:58:48] ppdet.engine.callbacks INFO: Epoch: [58] [140/264] learning_rate: 0.000100 loss_class: 2.297546 loss_bbox: 0.183445 loss_giou: 0.237194 loss_mask: 0.481100 loss_dice: 0.490841 loss_class_aux: 14.589233 loss_bbox_aux: 1.241167 loss_giou_aux: 1.521806 loss_mask_aux: 2.931776 loss_dice_aux: 2.999286 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.896947 loss: 28.188749 eta: 8:52:18 batch_cost: 1.3568 data_cost: 0.0014 ips: 5.8963 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:59:08] ppdet.engine.callbacks INFO: Epoch: [58] [150/264] learning_rate: 0.000100 loss_class: 2.188466 loss_bbox: 0.166288 loss_giou: 0.210396 loss_mask: 0.464903 loss_dice: 0.462527 loss_class_aux: 14.424152 loss_bbox_aux: 1.123232 loss_giou_aux: 1.435532 loss_mask_aux: 2.806456 loss_dice_aux: 2.818270 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595599 loss: 27.448850 eta: 8:52:37 batch_cost: 1.9907 data_cost: 0.0014 ips: 4.0187 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:59:24] ppdet.engine.callbacks INFO: Epoch: [58] [160/264] learning_rate: 0.000100 loss_class: 2.496956 loss_bbox: 0.181996 loss_giou: 0.225321 loss_mask: 0.511872 loss_dice: 0.466160 loss_class_aux: 15.570058 loss_bbox_aux: 1.190743 loss_giou_aux: 1.423175 loss_mask_aux: 3.086771 loss_dice_aux: 2.784814 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.704845 eta: 8:52:47 batch_cost: 1.6312 data_cost: 0.0014 ips: 4.9042 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:59:36] ppdet.engine.callbacks INFO: Epoch: [58] [170/264] learning_rate: 0.000100 loss_class: 2.517491 loss_bbox: 0.210886 loss_giou: 0.247015 loss_mask: 0.505336 loss_dice: 0.487406 loss_class_aux: 15.964681 loss_bbox_aux: 1.353057 loss_giou_aux: 1.560968 loss_mask_aux: 3.084496 loss_dice_aux: 2.956101 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.342220 eta: 8:52:45 batch_cost: 1.1484 data_cost: 0.0014 ips: 6.9663 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:59:48] ppdet.engine.callbacks INFO: Epoch: [58] [180/264] learning_rate: 0.000100 loss_class: 2.311900 loss_bbox: 0.187156 loss_giou: 0.245393 loss_mask: 0.514309 loss_dice: 0.471844 loss_class_aux: 14.496439 loss_bbox_aux: 1.206591 loss_giou_aux: 1.589659 loss_mask_aux: 3.006028 loss_dice_aux: 2.899574 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.810814 eta: 8:52:44 batch_cost: 1.1716 data_cost: 0.0014 ips: 6.8282 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 22:59:59] ppdet.engine.callbacks INFO: Epoch: [58] [190/264] learning_rate: 0.000100 loss_class: 2.507591 loss_bbox: 0.170710 loss_giou: 0.246562 loss_mask: 0.488857 loss_dice: 0.459063 loss_class_aux: 15.769456 loss_bbox_aux: 1.123349 loss_giou_aux: 1.584054 loss_mask_aux: 2.992737 loss_dice_aux: 2.938053 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.723081 eta: 8:52:41 batch_cost: 1.0865 data_cost: 0.0015 ips: 7.3634 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:00:12] ppdet.engine.callbacks INFO: Epoch: [58] [200/264] learning_rate: 0.000100 loss_class: 2.453049 loss_bbox: 0.153666 loss_giou: 0.211281 loss_mask: 0.453925 loss_dice: 0.436436 loss_class_aux: 15.743025 loss_bbox_aux: 1.113160 loss_giou_aux: 1.376032 loss_mask_aux: 2.812909 loss_dice_aux: 2.648590 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.453378 eta: 8:52:43 batch_cost: 1.2841 data_cost: 0.0015 ips: 6.2302 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:00:24] ppdet.engine.callbacks INFO: Epoch: [58] [210/264] learning_rate: 0.000100 loss_class: 2.387411 loss_bbox: 0.203949 loss_giou: 0.197144 loss_mask: 0.593856 loss_dice: 0.446740 loss_class_aux: 15.261953 loss_bbox_aux: 1.366826 loss_giou_aux: 1.345874 loss_mask_aux: 3.704130 loss_dice_aux: 2.792970 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.725720 loss: 29.419984 eta: 8:52:42 batch_cost: 1.1650 data_cost: 0.0014 ips: 6.8669 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:00:36] ppdet.engine.callbacks INFO: Epoch: [58] [220/264] learning_rate: 0.000100 loss_class: 2.357630 loss_bbox: 0.170286 loss_giou: 0.235107 loss_mask: 0.540255 loss_dice: 0.468915 loss_class_aux: 14.650229 loss_bbox_aux: 1.110712 loss_giou_aux: 1.506847 loss_mask_aux: 3.283201 loss_dice_aux: 2.840997 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.893037 loss: 27.933105 eta: 8:52:41 batch_cost: 1.1609 data_cost: 0.0013 ips: 6.8911 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:00:48] ppdet.engine.callbacks INFO: Epoch: [58] [230/264] learning_rate: 0.000100 loss_class: 2.635788 loss_bbox: 0.179032 loss_giou: 0.258785 loss_mask: 0.480423 loss_dice: 0.494317 loss_class_aux: 17.069515 loss_bbox_aux: 1.263859 loss_giou_aux: 1.624539 loss_mask_aux: 2.922271 loss_dice_aux: 3.027257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.411646 loss: 30.471113 eta: 8:52:40 batch_cost: 1.2039 data_cost: 0.0012 ips: 6.6449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:01:01] ppdet.engine.callbacks INFO: Epoch: [58] [240/264] learning_rate: 0.000100 loss_class: 2.287023 loss_bbox: 0.150896 loss_giou: 0.231668 loss_mask: 0.440549 loss_dice: 0.482457 loss_class_aux: 14.624247 loss_bbox_aux: 1.097029 loss_giou_aux: 1.548564 loss_mask_aux: 2.738913 loss_dice_aux: 2.970826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.802258 eta: 8:52:40 batch_cost: 1.2085 data_cost: 0.0013 ips: 6.6196 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:01:13] ppdet.engine.callbacks INFO: Epoch: [58] [250/264] learning_rate: 0.000100 loss_class: 2.533160 loss_bbox: 0.190593 loss_giou: 0.242289 loss_mask: 0.553261 loss_dice: 0.497953 loss_class_aux: 16.099833 loss_bbox_aux: 1.209981 loss_giou_aux: 1.520464 loss_mask_aux: 3.495938 loss_dice_aux: 3.009918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.029629 eta: 8:52:40 batch_cost: 1.2070 data_cost: 0.0013 ips: 6.6280 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:01:32] ppdet.engine.callbacks INFO: Epoch: [58] [260/264] learning_rate: 0.000100 loss_class: 2.166612 loss_bbox: 0.152163 loss_giou: 0.219873 loss_mask: 0.423226 loss_dice: 0.421078 loss_class_aux: 13.746579 loss_bbox_aux: 1.002956 loss_giou_aux: 1.430461 loss_mask_aux: 2.535329 loss_dice_aux: 2.632969 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.580007 eta: 8:52:55 batch_cost: 1.8641 data_cost: 0.0012 ips: 4.2917 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:02:15] ppdet.engine.callbacks INFO: Epoch: [59] [  0/264] learning_rate: 0.000100 loss_class: 2.210101 loss_bbox: 0.152281 loss_giou: 0.219873 loss_mask: 0.397528 loss_dice: 0.420683 loss_class_aux: 13.819256 loss_bbox_aux: 1.059678 loss_giou_aux: 1.445572 loss_mask_aux: 2.575957 loss_dice_aux: 2.632969 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.578569 eta: 8:53:41 batch_cost: 3.5971 data_cost: 1.6902 ips: 2.2240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:02:28] ppdet.engine.callbacks INFO: Epoch: [59] [ 10/264] learning_rate: 0.000100 loss_class: 2.393154 loss_bbox: 0.167472 loss_giou: 0.261529 loss_mask: 0.533482 loss_dice: 0.479190 loss_class_aux: 15.324515 loss_bbox_aux: 1.133802 loss_giou_aux: 1.679477 loss_mask_aux: 3.242972 loss_dice_aux: 2.941079 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.162094 loss: 30.689554 eta: 8:53:43 batch_cost: 1.3151 data_cost: 0.0041 ips: 6.0833 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:02:40] ppdet.engine.callbacks INFO: Epoch: [59] [ 20/264] learning_rate: 0.000100 loss_class: 2.236490 loss_bbox: 0.180236 loss_giou: 0.238218 loss_mask: 0.548976 loss_dice: 0.476409 loss_class_aux: 14.100621 loss_bbox_aux: 1.185859 loss_giou_aux: 1.579556 loss_mask_aux: 3.202324 loss_dice_aux: 2.903489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.467354 eta: 8:53:41 batch_cost: 1.1198 data_cost: 0.0014 ips: 7.1444 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:02:52] ppdet.engine.callbacks INFO: Epoch: [59] [ 30/264] learning_rate: 0.000100 loss_class: 2.461376 loss_bbox: 0.164871 loss_giou: 0.220753 loss_mask: 0.510017 loss_dice: 0.511604 loss_class_aux: 16.217699 loss_bbox_aux: 1.063442 loss_giou_aux: 1.442347 loss_mask_aux: 3.109126 loss_dice_aux: 2.940284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.363261 loss: 28.281728 eta: 8:53:40 batch_cost: 1.1931 data_cost: 0.0015 ips: 6.7055 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:03:05] ppdet.engine.callbacks INFO: Epoch: [59] [ 40/264] learning_rate: 0.000100 loss_class: 1.945636 loss_bbox: 0.173595 loss_giou: 0.199311 loss_mask: 0.443456 loss_dice: 0.440504 loss_class_aux: 12.650940 loss_bbox_aux: 1.107810 loss_giou_aux: 1.311622 loss_mask_aux: 2.752717 loss_dice_aux: 2.687192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.748477 eta: 8:53:41 batch_cost: 1.2506 data_cost: 0.0014 ips: 6.3971 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:03:17] ppdet.engine.callbacks INFO: Epoch: [59] [ 50/264] learning_rate: 0.000100 loss_class: 2.127382 loss_bbox: 0.176413 loss_giou: 0.233603 loss_mask: 0.489585 loss_dice: 0.470538 loss_class_aux: 13.863603 loss_bbox_aux: 1.194907 loss_giou_aux: 1.509655 loss_mask_aux: 2.974815 loss_dice_aux: 2.842288 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.605562 eta: 8:53:39 batch_cost: 1.1715 data_cost: 0.0014 ips: 6.8287 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:03:29] ppdet.engine.callbacks INFO: Epoch: [59] [ 60/264] learning_rate: 0.000100 loss_class: 2.240568 loss_bbox: 0.171386 loss_giou: 0.246895 loss_mask: 0.457374 loss_dice: 0.469190 loss_class_aux: 14.223478 loss_bbox_aux: 1.133419 loss_giou_aux: 1.543239 loss_mask_aux: 2.700047 loss_dice_aux: 2.783735 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.562149 loss: 27.674179 eta: 8:53:40 batch_cost: 1.2358 data_cost: 0.0015 ips: 6.4736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:03:47] ppdet.engine.callbacks INFO: Epoch: [59] [ 70/264] learning_rate: 0.000100 loss_class: 2.231686 loss_bbox: 0.194450 loss_giou: 0.247815 loss_mask: 0.531027 loss_dice: 0.479418 loss_class_aux: 13.842100 loss_bbox_aux: 1.303013 loss_giou_aux: 1.577121 loss_mask_aux: 3.517949 loss_dice_aux: 2.934450 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.621811 loss: 30.306489 eta: 8:53:52 batch_cost: 1.7675 data_cost: 0.0015 ips: 4.5262 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:04:04] ppdet.engine.callbacks INFO: Epoch: [59] [ 80/264] learning_rate: 0.000100 loss_class: 2.438857 loss_bbox: 0.164210 loss_giou: 0.255292 loss_mask: 0.486499 loss_dice: 0.514928 loss_class_aux: 15.410800 loss_bbox_aux: 1.119841 loss_giou_aux: 1.592512 loss_mask_aux: 2.970224 loss_dice_aux: 3.048266 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.509245 loss: 28.501583 eta: 8:54:02 batch_cost: 1.6111 data_cost: 0.0014 ips: 4.9656 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:04:16] ppdet.engine.callbacks INFO: Epoch: [59] [ 90/264] learning_rate: 0.000100 loss_class: 2.100014 loss_bbox: 0.160482 loss_giou: 0.231452 loss_mask: 0.437574 loss_dice: 0.455811 loss_class_aux: 13.578806 loss_bbox_aux: 1.066460 loss_giou_aux: 1.525255 loss_mask_aux: 2.673851 loss_dice_aux: 2.764313 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.400730 loss: 25.373445 eta: 8:54:01 batch_cost: 1.2124 data_cost: 0.0017 ips: 6.5983 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:04:30] ppdet.engine.callbacks INFO: Epoch: [59] [100/264] learning_rate: 0.000100 loss_class: 2.262515 loss_bbox: 0.176381 loss_giou: 0.242810 loss_mask: 0.448589 loss_dice: 0.443224 loss_class_aux: 14.017403 loss_bbox_aux: 1.131914 loss_giou_aux: 1.553686 loss_mask_aux: 2.628962 loss_dice_aux: 2.695336 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.775384 eta: 8:54:06 batch_cost: 1.4254 data_cost: 0.0015 ips: 5.6125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:04:44] ppdet.engine.callbacks INFO: Epoch: [59] [110/264] learning_rate: 0.000100 loss_class: 2.094852 loss_bbox: 0.169145 loss_giou: 0.219938 loss_mask: 0.486661 loss_dice: 0.425442 loss_class_aux: 13.318921 loss_bbox_aux: 1.103090 loss_giou_aux: 1.442543 loss_mask_aux: 2.829137 loss_dice_aux: 2.549199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.924330 eta: 8:54:10 batch_cost: 1.3809 data_cost: 0.0014 ips: 5.7934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:04:56] ppdet.engine.callbacks INFO: Epoch: [59] [120/264] learning_rate: 0.000100 loss_class: 2.525970 loss_bbox: 0.176837 loss_giou: 0.233721 loss_mask: 0.478739 loss_dice: 0.464369 loss_class_aux: 16.015689 loss_bbox_aux: 1.195451 loss_giou_aux: 1.530289 loss_mask_aux: 2.998670 loss_dice_aux: 2.865372 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.193872 eta: 8:54:06 batch_cost: 1.0760 data_cost: 0.0015 ips: 7.4350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:05:07] ppdet.engine.callbacks INFO: Epoch: [59] [130/264] learning_rate: 0.000100 loss_class: 2.309623 loss_bbox: 0.167230 loss_giou: 0.238793 loss_mask: 0.559832 loss_dice: 0.472169 loss_class_aux: 15.419048 loss_bbox_aux: 1.136771 loss_giou_aux: 1.514208 loss_mask_aux: 3.355507 loss_dice_aux: 2.905727 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.130985 eta: 8:54:04 batch_cost: 1.1278 data_cost: 0.0015 ips: 7.0933 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:05:19] ppdet.engine.callbacks INFO: Epoch: [59] [140/264] learning_rate: 0.000100 loss_class: 2.240764 loss_bbox: 0.169845 loss_giou: 0.253968 loss_mask: 0.447515 loss_dice: 0.469234 loss_class_aux: 14.632691 loss_bbox_aux: 1.169624 loss_giou_aux: 1.587780 loss_mask_aux: 2.706953 loss_dice_aux: 2.816642 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.147969 loss: 27.331516 eta: 8:54:02 batch_cost: 1.1755 data_cost: 0.0015 ips: 6.8056 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:05:32] ppdet.engine.callbacks INFO: Epoch: [59] [150/264] learning_rate: 0.000100 loss_class: 1.994140 loss_bbox: 0.152135 loss_giou: 0.206333 loss_mask: 0.444456 loss_dice: 0.413256 loss_class_aux: 12.787146 loss_bbox_aux: 1.019945 loss_giou_aux: 1.347788 loss_mask_aux: 2.719616 loss_dice_aux: 2.511854 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.981086 eta: 8:54:03 batch_cost: 1.2804 data_cost: 0.0014 ips: 6.2479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:05:52] ppdet.engine.callbacks INFO: Epoch: [59] [160/264] learning_rate: 0.000100 loss_class: 2.110876 loss_bbox: 0.207445 loss_giou: 0.252488 loss_mask: 0.533836 loss_dice: 0.477409 loss_class_aux: 13.394902 loss_bbox_aux: 1.316959 loss_giou_aux: 1.617179 loss_mask_aux: 3.309774 loss_dice_aux: 2.874186 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.328432 eta: 8:54:20 batch_cost: 1.9498 data_cost: 0.0014 ips: 4.1030 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:06:04] ppdet.engine.callbacks INFO: Epoch: [59] [170/264] learning_rate: 0.000100 loss_class: 2.146777 loss_bbox: 0.185577 loss_giou: 0.252823 loss_mask: 0.533895 loss_dice: 0.494140 loss_class_aux: 13.748303 loss_bbox_aux: 1.283708 loss_giou_aux: 1.549407 loss_mask_aux: 3.262535 loss_dice_aux: 2.976428 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.784142 eta: 8:54:19 batch_cost: 1.1808 data_cost: 0.0014 ips: 6.7750 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:06:15] ppdet.engine.callbacks INFO: Epoch: [59] [180/264] learning_rate: 0.000100 loss_class: 2.120218 loss_bbox: 0.197497 loss_giou: 0.241309 loss_mask: 0.428317 loss_dice: 0.452833 loss_class_aux: 13.495315 loss_bbox_aux: 1.240163 loss_giou_aux: 1.564430 loss_mask_aux: 2.654459 loss_dice_aux: 2.782247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.424738 loss: 25.883585 eta: 8:54:16 batch_cost: 1.0988 data_cost: 0.0015 ips: 7.2810 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:06:23] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:06:23] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:06:27] ppdet.engine.callbacks INFO: Epoch: [59] [190/264] learning_rate: 0.000100 loss_class: 2.397651 loss_bbox: 0.177602 loss_giou: 0.249155 loss_mask: 0.429660 loss_dice: 0.498770 loss_class_aux: 15.303012 loss_bbox_aux: 1.110963 loss_giou_aux: 1.574173 loss_mask_aux: 2.644256 loss_dice_aux: 2.893396 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.108131 loss: 29.129676 eta: 8:54:15 batch_cost: 1.1831 data_cost: 0.0014 ips: 6.7619 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:06:39] ppdet.engine.callbacks INFO: Epoch: [59] [200/264] learning_rate: 0.000100 loss_class: 2.397874 loss_bbox: 0.166977 loss_giou: 0.249928 loss_mask: 0.550207 loss_dice: 0.478571 loss_class_aux: 15.516603 loss_bbox_aux: 1.114187 loss_giou_aux: 1.621708 loss_mask_aux: 3.460199 loss_dice_aux: 2.962173 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.447419 eta: 8:54:12 batch_cost: 1.1311 data_cost: 0.0014 ips: 7.0728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:06:51] ppdet.engine.callbacks INFO: Epoch: [59] [210/264] learning_rate: 0.000100 loss_class: 2.379460 loss_bbox: 0.184456 loss_giou: 0.245970 loss_mask: 0.440838 loss_dice: 0.490666 loss_class_aux: 14.567526 loss_bbox_aux: 1.202931 loss_giou_aux: 1.524989 loss_mask_aux: 2.685441 loss_dice_aux: 2.997550 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.634801 loss: 29.425637 eta: 8:54:11 batch_cost: 1.1861 data_cost: 0.0014 ips: 6.7445 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:07:03] ppdet.engine.callbacks INFO: Epoch: [59] [220/264] learning_rate: 0.000100 loss_class: 2.275965 loss_bbox: 0.173054 loss_giou: 0.227956 loss_mask: 0.489805 loss_dice: 0.455564 loss_class_aux: 14.121138 loss_bbox_aux: 1.183956 loss_giou_aux: 1.463038 loss_mask_aux: 2.881377 loss_dice_aux: 2.776338 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.093430 eta: 8:54:11 batch_cost: 1.2132 data_cost: 0.0014 ips: 6.5941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:07:16] ppdet.engine.callbacks INFO: Epoch: [59] [230/264] learning_rate: 0.000100 loss_class: 2.250552 loss_bbox: 0.183499 loss_giou: 0.252443 loss_mask: 0.529582 loss_dice: 0.471010 loss_class_aux: 14.372119 loss_bbox_aux: 1.135220 loss_giou_aux: 1.550325 loss_mask_aux: 2.983883 loss_dice_aux: 2.782009 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.397234 eta: 8:54:10 batch_cost: 1.2040 data_cost: 0.0012 ips: 6.6447 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:07:28] ppdet.engine.callbacks INFO: Epoch: [59] [240/264] learning_rate: 0.000100 loss_class: 2.420824 loss_bbox: 0.155818 loss_giou: 0.248305 loss_mask: 0.429529 loss_dice: 0.478235 loss_class_aux: 15.640373 loss_bbox_aux: 1.047115 loss_giou_aux: 1.622301 loss_mask_aux: 2.710650 loss_dice_aux: 2.860050 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.692318 eta: 8:54:09 batch_cost: 1.1952 data_cost: 0.0013 ips: 6.6932 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:07:40] ppdet.engine.callbacks INFO: Epoch: [59] [250/264] learning_rate: 0.000100 loss_class: 2.339330 loss_bbox: 0.164449 loss_giou: 0.213508 loss_mask: 0.484151 loss_dice: 0.429560 loss_class_aux: 14.743758 loss_bbox_aux: 1.110233 loss_giou_aux: 1.365090 loss_mask_aux: 2.891118 loss_dice_aux: 2.626095 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.123495 eta: 8:54:07 batch_cost: 1.1671 data_cost: 0.0013 ips: 6.8545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:07:52] ppdet.engine.callbacks INFO: Epoch: [59] [260/264] learning_rate: 0.000100 loss_class: 2.246673 loss_bbox: 0.168835 loss_giou: 0.258531 loss_mask: 0.456213 loss_dice: 0.498357 loss_class_aux: 15.181455 loss_bbox_aux: 1.132398 loss_giou_aux: 1.630575 loss_mask_aux: 2.941519 loss_dice_aux: 3.148556 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.507810 eta: 8:54:07 batch_cost: 1.2236 data_cost: 0.0012 ips: 6.5380 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:08:16] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/59
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 23:08:21] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/59/inference/inference.yml
[05/13 23:08:21] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 23:08:22] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/59/inference
[05/13 23:08:25] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 23:08:41] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 23:08:58] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 23:09:03] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 23:09:03] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.26s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.535
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.736
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.637
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.535
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.396
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.763
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
[05/13 23:09:05] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.953589636751882
[05/13 23:09:05] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 23:09:05] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/59
[05/13 23:09:05] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 23:09:05] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 23:09:08] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 23:09:13] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 23:09:13] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 23:09:14] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 23:09:33] ppdet.engine.callbacks INFO: Epoch: [60] [  0/264] learning_rate: 0.000100 loss_class: 2.325957 loss_bbox: 0.179704 loss_giou: 0.270128 loss_mask: 0.412626 loss_dice: 0.498357 loss_class_aux: 15.322610 loss_bbox_aux: 1.127680 loss_giou_aux: 1.666596 loss_mask_aux: 2.569155 loss_dice_aux: 3.127537 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.716386 eta: 8:54:46 batch_cost: 2.9009 data_cost: 1.6485 ips: 2.7577 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:09:48] ppdet.engine.callbacks INFO: Epoch: [60] [ 10/264] learning_rate: 0.000100 loss_class: 2.484437 loss_bbox: 0.150225 loss_giou: 0.213346 loss_mask: 0.385287 loss_dice: 0.407073 loss_class_aux: 15.590344 loss_bbox_aux: 1.054234 loss_giou_aux: 1.374597 loss_mask_aux: 2.423491 loss_dice_aux: 2.480133 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.531144 loss: 27.612144 eta: 8:54:50 batch_cost: 1.4092 data_cost: 0.0109 ips: 5.6770 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:10:01] ppdet.engine.callbacks INFO: Epoch: [60] [ 20/264] learning_rate: 0.000100 loss_class: 2.089053 loss_bbox: 0.139902 loss_giou: 0.219250 loss_mask: 0.420565 loss_dice: 0.418319 loss_class_aux: 13.326240 loss_bbox_aux: 0.974514 loss_giou_aux: 1.419679 loss_mask_aux: 2.622706 loss_dice_aux: 2.599620 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.155482 eta: 8:54:50 batch_cost: 1.2383 data_cost: 0.0015 ips: 6.4605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:10:13] ppdet.engine.callbacks INFO: Epoch: [60] [ 30/264] learning_rate: 0.000100 loss_class: 2.152356 loss_bbox: 0.157577 loss_giou: 0.221405 loss_mask: 0.453316 loss_dice: 0.435182 loss_class_aux: 13.656009 loss_bbox_aux: 1.044195 loss_giou_aux: 1.398436 loss_mask_aux: 2.727473 loss_dice_aux: 2.696274 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.556510 eta: 8:54:50 batch_cost: 1.2373 data_cost: 0.0015 ips: 6.4659 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:10:25] ppdet.engine.callbacks INFO: Epoch: [60] [ 40/264] learning_rate: 0.000100 loss_class: 2.681751 loss_bbox: 0.204013 loss_giou: 0.243487 loss_mask: 0.554626 loss_dice: 0.492022 loss_class_aux: 16.885958 loss_bbox_aux: 1.339348 loss_giou_aux: 1.606132 loss_mask_aux: 3.288033 loss_dice_aux: 3.007814 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.699734 loss: 32.158218 eta: 8:54:48 batch_cost: 1.1566 data_cost: 0.0016 ips: 6.9166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:10:37] ppdet.engine.callbacks INFO: Epoch: [60] [ 50/264] learning_rate: 0.000100 loss_class: 2.179717 loss_bbox: 0.148919 loss_giou: 0.218894 loss_mask: 0.399586 loss_dice: 0.402650 loss_class_aux: 13.673238 loss_bbox_aux: 1.034531 loss_giou_aux: 1.424448 loss_mask_aux: 2.493711 loss_dice_aux: 2.490951 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568419 loss: 25.660575 eta: 8:54:47 batch_cost: 1.1939 data_cost: 0.0018 ips: 6.7008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:10:49] ppdet.engine.callbacks INFO: Epoch: [60] [ 60/264] learning_rate: 0.000100 loss_class: 2.008391 loss_bbox: 0.140140 loss_giou: 0.212747 loss_mask: 0.373059 loss_dice: 0.410918 loss_class_aux: 12.828561 loss_bbox_aux: 0.946171 loss_giou_aux: 1.326836 loss_mask_aux: 2.315496 loss_dice_aux: 2.533241 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.488263 loss: 26.742219 eta: 8:54:46 batch_cost: 1.1881 data_cost: 0.0016 ips: 6.7335 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:11:02] ppdet.engine.callbacks INFO: Epoch: [60] [ 70/264] learning_rate: 0.000100 loss_class: 2.402508 loss_bbox: 0.173977 loss_giou: 0.230104 loss_mask: 0.540135 loss_dice: 0.459020 loss_class_aux: 15.313299 loss_bbox_aux: 1.081307 loss_giou_aux: 1.462501 loss_mask_aux: 3.251065 loss_dice_aux: 2.728693 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.966075 eta: 8:54:45 batch_cost: 1.2155 data_cost: 0.0015 ips: 6.5817 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:11:13] ppdet.engine.callbacks INFO: Epoch: [60] [ 80/264] learning_rate: 0.000100 loss_class: 2.262109 loss_bbox: 0.158723 loss_giou: 0.250586 loss_mask: 0.446981 loss_dice: 0.460243 loss_class_aux: 14.430535 loss_bbox_aux: 1.049751 loss_giou_aux: 1.544348 loss_mask_aux: 2.691092 loss_dice_aux: 2.834373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.678627 loss: 26.630835 eta: 8:54:43 batch_cost: 1.1501 data_cost: 0.0014 ips: 6.9557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:11:25] ppdet.engine.callbacks INFO: Epoch: [60] [ 90/264] learning_rate: 0.000100 loss_class: 2.150597 loss_bbox: 0.157763 loss_giou: 0.216818 loss_mask: 0.451602 loss_dice: 0.465197 loss_class_aux: 13.492073 loss_bbox_aux: 1.054965 loss_giou_aux: 1.418806 loss_mask_aux: 2.912012 loss_dice_aux: 2.837755 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.443432 loss: 25.729038 eta: 8:54:41 batch_cost: 1.1651 data_cost: 0.0015 ips: 6.8662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:11:38] ppdet.engine.callbacks INFO: Epoch: [60] [100/264] learning_rate: 0.000100 loss_class: 2.212824 loss_bbox: 0.191885 loss_giou: 0.225328 loss_mask: 0.526982 loss_dice: 0.469509 loss_class_aux: 14.326415 loss_bbox_aux: 1.255104 loss_giou_aux: 1.417871 loss_mask_aux: 3.090699 loss_dice_aux: 2.783004 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.845635 eta: 8:54:40 batch_cost: 1.2104 data_cost: 0.0014 ips: 6.6091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:11:50] ppdet.engine.callbacks INFO: Epoch: [60] [110/264] learning_rate: 0.000100 loss_class: 2.177926 loss_bbox: 0.165931 loss_giou: 0.209616 loss_mask: 0.503293 loss_dice: 0.482214 loss_class_aux: 14.725501 loss_bbox_aux: 1.140723 loss_giou_aux: 1.440875 loss_mask_aux: 3.050231 loss_dice_aux: 3.048677 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.638775 loss: 28.287550 eta: 8:54:39 batch_cost: 1.1999 data_cost: 0.0014 ips: 6.6673 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:12:02] ppdet.engine.callbacks INFO: Epoch: [60] [120/264] learning_rate: 0.000100 loss_class: 2.326428 loss_bbox: 0.187913 loss_giou: 0.235278 loss_mask: 0.513924 loss_dice: 0.484796 loss_class_aux: 14.587404 loss_bbox_aux: 1.282634 loss_giou_aux: 1.532547 loss_mask_aux: 3.289114 loss_dice_aux: 3.034868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.366034 eta: 8:54:37 batch_cost: 1.1429 data_cost: 0.0015 ips: 6.9996 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:12:14] ppdet.engine.callbacks INFO: Epoch: [60] [130/264] learning_rate: 0.000100 loss_class: 2.443790 loss_bbox: 0.146552 loss_giou: 0.247080 loss_mask: 0.376138 loss_dice: 0.428061 loss_class_aux: 15.408792 loss_bbox_aux: 0.952513 loss_giou_aux: 1.555396 loss_mask_aux: 2.259899 loss_dice_aux: 2.637458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.461337 eta: 8:54:37 batch_cost: 1.2463 data_cost: 0.0015 ips: 6.4189 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:12:26] ppdet.engine.callbacks INFO: Epoch: [60] [140/264] learning_rate: 0.000100 loss_class: 2.694550 loss_bbox: 0.182589 loss_giou: 0.220475 loss_mask: 0.587859 loss_dice: 0.453919 loss_class_aux: 16.891048 loss_bbox_aux: 1.266102 loss_giou_aux: 1.453312 loss_mask_aux: 3.743461 loss_dice_aux: 2.814472 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.527163 eta: 8:54:34 batch_cost: 1.1329 data_cost: 0.0014 ips: 7.0617 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:12:38] ppdet.engine.callbacks INFO: Epoch: [60] [150/264] learning_rate: 0.000100 loss_class: 2.056383 loss_bbox: 0.163179 loss_giou: 0.232349 loss_mask: 0.398191 loss_dice: 0.439326 loss_class_aux: 13.397531 loss_bbox_aux: 1.067441 loss_giou_aux: 1.526277 loss_mask_aux: 2.423486 loss_dice_aux: 2.696149 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.196380 eta: 8:54:33 batch_cost: 1.2150 data_cost: 0.0014 ips: 6.5844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:12:50] ppdet.engine.callbacks INFO: Epoch: [60] [160/264] learning_rate: 0.000100 loss_class: 2.301563 loss_bbox: 0.217492 loss_giou: 0.256997 loss_mask: 0.466249 loss_dice: 0.502270 loss_class_aux: 14.724919 loss_bbox_aux: 1.307693 loss_giou_aux: 1.599341 loss_mask_aux: 2.961239 loss_dice_aux: 3.122769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.474175 loss: 29.507408 eta: 8:54:30 batch_cost: 1.1107 data_cost: 0.0015 ips: 7.2027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:12:52] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:12:52] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:13:02] ppdet.engine.callbacks INFO: Epoch: [60] [170/264] learning_rate: 0.000100 loss_class: 2.457359 loss_bbox: 0.172364 loss_giou: 0.238014 loss_mask: 0.502427 loss_dice: 0.471324 loss_class_aux: 15.448353 loss_bbox_aux: 1.154226 loss_giou_aux: 1.535633 loss_mask_aux: 2.922527 loss_dice_aux: 2.910632 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.472711 loss: 29.322471 eta: 8:54:29 batch_cost: 1.2055 data_cost: 0.0015 ips: 6.6363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:13:15] ppdet.engine.callbacks INFO: Epoch: [60] [180/264] learning_rate: 0.000100 loss_class: 2.120005 loss_bbox: 0.168753 loss_giou: 0.198012 loss_mask: 0.480140 loss_dice: 0.431532 loss_class_aux: 13.894425 loss_bbox_aux: 1.119896 loss_giou_aux: 1.305671 loss_mask_aux: 2.875907 loss_dice_aux: 2.628972 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.000651 eta: 8:54:28 batch_cost: 1.2303 data_cost: 0.0014 ips: 6.5024 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:13:27] ppdet.engine.callbacks INFO: Epoch: [60] [190/264] learning_rate: 0.000100 loss_class: 2.329841 loss_bbox: 0.182606 loss_giou: 0.237131 loss_mask: 0.557905 loss_dice: 0.440899 loss_class_aux: 14.884887 loss_bbox_aux: 1.253968 loss_giou_aux: 1.513662 loss_mask_aux: 3.360926 loss_dice_aux: 2.794021 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.669752 eta: 8:54:28 batch_cost: 1.2324 data_cost: 0.0014 ips: 6.4915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:13:40] ppdet.engine.callbacks INFO: Epoch: [60] [200/264] learning_rate: 0.000100 loss_class: 2.277570 loss_bbox: 0.157841 loss_giou: 0.236719 loss_mask: 0.502546 loss_dice: 0.449526 loss_class_aux: 14.143669 loss_bbox_aux: 1.059978 loss_giou_aux: 1.502101 loss_mask_aux: 2.979710 loss_dice_aux: 2.697742 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.482613 eta: 8:54:28 batch_cost: 1.2497 data_cost: 0.0015 ips: 6.4017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:13:51] ppdet.engine.callbacks INFO: Epoch: [60] [210/264] learning_rate: 0.000100 loss_class: 2.171863 loss_bbox: 0.177052 loss_giou: 0.251010 loss_mask: 0.528005 loss_dice: 0.505451 loss_class_aux: 14.055919 loss_bbox_aux: 1.191144 loss_giou_aux: 1.607032 loss_mask_aux: 3.150271 loss_dice_aux: 2.993903 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.611831 eta: 8:54:24 batch_cost: 1.0698 data_cost: 0.0016 ips: 7.4784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:14:03] ppdet.engine.callbacks INFO: Epoch: [60] [220/264] learning_rate: 0.000100 loss_class: 2.243767 loss_bbox: 0.173487 loss_giou: 0.226548 loss_mask: 0.477745 loss_dice: 0.480582 loss_class_aux: 14.851379 loss_bbox_aux: 1.148917 loss_giou_aux: 1.440352 loss_mask_aux: 3.031946 loss_dice_aux: 2.883225 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.108032 eta: 8:54:22 batch_cost: 1.1803 data_cost: 0.0014 ips: 6.7780 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:14:15] ppdet.engine.callbacks INFO: Epoch: [60] [230/264] learning_rate: 0.000100 loss_class: 2.057176 loss_bbox: 0.156382 loss_giou: 0.224772 loss_mask: 0.403834 loss_dice: 0.411600 loss_class_aux: 13.145128 loss_bbox_aux: 1.014541 loss_giou_aux: 1.404806 loss_mask_aux: 2.643572 loss_dice_aux: 2.532676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.408697 loss: 25.254285 eta: 8:54:21 batch_cost: 1.1996 data_cost: 0.0013 ips: 6.6689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:14:28] ppdet.engine.callbacks INFO: Epoch: [60] [240/264] learning_rate: 0.000100 loss_class: 2.320407 loss_bbox: 0.164319 loss_giou: 0.237831 loss_mask: 0.522580 loss_dice: 0.458948 loss_class_aux: 14.759039 loss_bbox_aux: 1.213004 loss_giou_aux: 1.514824 loss_mask_aux: 3.104528 loss_dice_aux: 2.848806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.979380 loss: 29.410411 eta: 8:54:20 batch_cost: 1.2258 data_cost: 0.0013 ips: 6.5263 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:14:40] ppdet.engine.callbacks INFO: Epoch: [60] [250/264] learning_rate: 0.000100 loss_class: 2.197478 loss_bbox: 0.176023 loss_giou: 0.226179 loss_mask: 0.491900 loss_dice: 0.462548 loss_class_aux: 14.198972 loss_bbox_aux: 1.196595 loss_giou_aux: 1.444001 loss_mask_aux: 3.081434 loss_dice_aux: 2.909052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.551547 loss: 27.212042 eta: 8:54:20 batch_cost: 1.2425 data_cost: 0.0013 ips: 6.4385 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:14:53] ppdet.engine.callbacks INFO: Epoch: [60] [260/264] learning_rate: 0.000100 loss_class: 2.314814 loss_bbox: 0.152737 loss_giou: 0.189894 loss_mask: 0.440661 loss_dice: 0.449908 loss_class_aux: 14.717547 loss_bbox_aux: 1.041384 loss_giou_aux: 1.260710 loss_mask_aux: 2.614459 loss_dice_aux: 2.600741 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.447235 eta: 8:54:19 batch_cost: 1.2131 data_cost: 0.0013 ips: 6.5945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:15:31] ppdet.engine.callbacks INFO: Epoch: [61] [  0/264] learning_rate: 0.000100 loss_class: 2.294884 loss_bbox: 0.153334 loss_giou: 0.204173 loss_mask: 0.461838 loss_dice: 0.410607 loss_class_aux: 14.280084 loss_bbox_aux: 1.016582 loss_giou_aux: 1.336810 loss_mask_aux: 2.732153 loss_dice_aux: 2.480695 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.393134 eta: 8:54:50 batch_cost: 2.5715 data_cost: 1.3249 ips: 3.1111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:15:46] ppdet.engine.callbacks INFO: Epoch: [61] [ 10/264] learning_rate: 0.000100 loss_class: 2.458527 loss_bbox: 0.188901 loss_giou: 0.241391 loss_mask: 0.527118 loss_dice: 0.447608 loss_class_aux: 15.144752 loss_bbox_aux: 1.204661 loss_giou_aux: 1.533704 loss_mask_aux: 3.187218 loss_dice_aux: 2.741253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.681703 loss: 30.527638 eta: 8:54:53 batch_cost: 1.4215 data_cost: 0.0073 ips: 5.6281 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:15:58] ppdet.engine.callbacks INFO: Epoch: [61] [ 20/264] learning_rate: 0.000100 loss_class: 2.189685 loss_bbox: 0.153261 loss_giou: 0.221833 loss_mask: 0.379359 loss_dice: 0.428829 loss_class_aux: 13.598198 loss_bbox_aux: 0.969646 loss_giou_aux: 1.390252 loss_mask_aux: 2.282017 loss_dice_aux: 2.630683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.491255 loss: 25.677684 eta: 8:54:52 batch_cost: 1.1992 data_cost: 0.0016 ips: 6.6710 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:16:02] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:16:02] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:16:10] ppdet.engine.callbacks INFO: Epoch: [61] [ 30/264] learning_rate: 0.000100 loss_class: 2.143804 loss_bbox: 0.139720 loss_giou: 0.206381 loss_mask: 0.344649 loss_dice: 0.428783 loss_class_aux: 13.618720 loss_bbox_aux: 0.926787 loss_giou_aux: 1.332483 loss_mask_aux: 2.090673 loss_dice_aux: 2.678900 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.028487 eta: 8:54:50 batch_cost: 1.1602 data_cost: 0.0015 ips: 6.8953 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:16:22] ppdet.engine.callbacks INFO: Epoch: [61] [ 40/264] learning_rate: 0.000100 loss_class: 2.416358 loss_bbox: 0.153408 loss_giou: 0.248668 loss_mask: 0.471374 loss_dice: 0.451247 loss_class_aux: 15.781509 loss_bbox_aux: 1.074861 loss_giou_aux: 1.549626 loss_mask_aux: 2.784074 loss_dice_aux: 2.702319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.506395 eta: 8:54:48 batch_cost: 1.1878 data_cost: 0.0015 ips: 6.7350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:16:34] ppdet.engine.callbacks INFO: Epoch: [61] [ 50/264] learning_rate: 0.000100 loss_class: 2.096749 loss_bbox: 0.175243 loss_giou: 0.220758 loss_mask: 0.530914 loss_dice: 0.431363 loss_class_aux: 13.296155 loss_bbox_aux: 1.102938 loss_giou_aux: 1.377578 loss_mask_aux: 3.190698 loss_dice_aux: 2.600979 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.723849 eta: 8:54:46 batch_cost: 1.1613 data_cost: 0.0014 ips: 6.8889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:16:46] ppdet.engine.callbacks INFO: Epoch: [61] [ 60/264] learning_rate: 0.000100 loss_class: 2.066120 loss_bbox: 0.182314 loss_giou: 0.260321 loss_mask: 0.450295 loss_dice: 0.478856 loss_class_aux: 13.204719 loss_bbox_aux: 1.140445 loss_giou_aux: 1.623252 loss_mask_aux: 2.640194 loss_dice_aux: 2.870844 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.481596 loss: 25.540178 eta: 8:54:44 batch_cost: 1.1825 data_cost: 0.0014 ips: 6.7651 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:16:58] ppdet.engine.callbacks INFO: Epoch: [61] [ 70/264] learning_rate: 0.000100 loss_class: 2.578746 loss_bbox: 0.244111 loss_giou: 0.250578 loss_mask: 0.644809 loss_dice: 0.528564 loss_class_aux: 16.045654 loss_bbox_aux: 1.566721 loss_giou_aux: 1.589767 loss_mask_aux: 3.764019 loss_dice_aux: 3.098132 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.625418 eta: 8:54:41 batch_cost: 1.1527 data_cost: 0.0016 ips: 6.9402 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:17:10] ppdet.engine.callbacks INFO: Epoch: [61] [ 80/264] learning_rate: 0.000100 loss_class: 2.221339 loss_bbox: 0.166375 loss_giou: 0.207888 loss_mask: 0.407207 loss_dice: 0.424409 loss_class_aux: 14.114322 loss_bbox_aux: 1.086104 loss_giou_aux: 1.321606 loss_mask_aux: 2.431138 loss_dice_aux: 2.535557 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.340398 eta: 8:54:40 batch_cost: 1.2020 data_cost: 0.0016 ips: 6.6558 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:17:22] ppdet.engine.callbacks INFO: Epoch: [61] [ 90/264] learning_rate: 0.000100 loss_class: 2.272222 loss_bbox: 0.197907 loss_giou: 0.204509 loss_mask: 0.602904 loss_dice: 0.503863 loss_class_aux: 14.221379 loss_bbox_aux: 1.266174 loss_giou_aux: 1.313753 loss_mask_aux: 3.709068 loss_dice_aux: 2.923818 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.312207 eta: 8:54:38 batch_cost: 1.1739 data_cost: 0.0015 ips: 6.8146 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:17:34] ppdet.engine.callbacks INFO: Epoch: [61] [100/264] learning_rate: 0.000100 loss_class: 2.293846 loss_bbox: 0.171475 loss_giou: 0.212881 loss_mask: 0.542376 loss_dice: 0.455126 loss_class_aux: 14.625094 loss_bbox_aux: 1.132911 loss_giou_aux: 1.429583 loss_mask_aux: 3.295498 loss_dice_aux: 2.764201 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.024383 eta: 8:54:36 batch_cost: 1.1899 data_cost: 0.0015 ips: 6.7232 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:17:46] ppdet.engine.callbacks INFO: Epoch: [61] [110/264] learning_rate: 0.000100 loss_class: 2.293877 loss_bbox: 0.164633 loss_giou: 0.228833 loss_mask: 0.473568 loss_dice: 0.492850 loss_class_aux: 14.213813 loss_bbox_aux: 1.108573 loss_giou_aux: 1.480380 loss_mask_aux: 2.989370 loss_dice_aux: 2.999458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.876822 loss: 27.447701 eta: 8:54:34 batch_cost: 1.1537 data_cost: 0.0015 ips: 6.9341 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:17:57] ppdet.engine.callbacks INFO: Epoch: [61] [120/264] learning_rate: 0.000100 loss_class: 2.393349 loss_bbox: 0.171747 loss_giou: 0.232093 loss_mask: 0.446187 loss_dice: 0.485120 loss_class_aux: 15.761600 loss_bbox_aux: 1.157477 loss_giou_aux: 1.506361 loss_mask_aux: 2.807505 loss_dice_aux: 2.960457 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.525694 loss: 29.235492 eta: 8:54:30 batch_cost: 1.0842 data_cost: 0.0014 ips: 7.3789 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:18:09] ppdet.engine.callbacks INFO: Epoch: [61] [130/264] learning_rate: 0.000100 loss_class: 2.222702 loss_bbox: 0.170101 loss_giou: 0.247189 loss_mask: 0.485485 loss_dice: 0.486085 loss_class_aux: 14.181238 loss_bbox_aux: 1.098421 loss_giou_aux: 1.553940 loss_mask_aux: 2.980273 loss_dice_aux: 2.941218 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.004226 eta: 8:54:27 batch_cost: 1.1485 data_cost: 0.0014 ips: 6.9655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:18:20] ppdet.engine.callbacks INFO: Epoch: [61] [140/264] learning_rate: 0.000100 loss_class: 2.233443 loss_bbox: 0.194091 loss_giou: 0.240969 loss_mask: 0.490779 loss_dice: 0.484231 loss_class_aux: 13.818799 loss_bbox_aux: 1.257439 loss_giou_aux: 1.530628 loss_mask_aux: 3.029985 loss_dice_aux: 2.827126 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.390226 eta: 8:54:23 batch_cost: 1.1008 data_cost: 0.0017 ips: 7.2673 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:18:32] ppdet.engine.callbacks INFO: Epoch: [61] [150/264] learning_rate: 0.000100 loss_class: 2.072780 loss_bbox: 0.165414 loss_giou: 0.227542 loss_mask: 0.440995 loss_dice: 0.468573 loss_class_aux: 13.453500 loss_bbox_aux: 1.095258 loss_giou_aux: 1.477793 loss_mask_aux: 2.645033 loss_dice_aux: 2.787100 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.686607 loss: 26.159052 eta: 8:54:21 batch_cost: 1.1730 data_cost: 0.0014 ips: 6.8200 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:18:44] ppdet.engine.callbacks INFO: Epoch: [61] [160/264] learning_rate: 0.000100 loss_class: 2.332616 loss_bbox: 0.170837 loss_giou: 0.231305 loss_mask: 0.449701 loss_dice: 0.446651 loss_class_aux: 14.169477 loss_bbox_aux: 1.088816 loss_giou_aux: 1.437665 loss_mask_aux: 2.710312 loss_dice_aux: 2.716071 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.201234 eta: 8:54:19 batch_cost: 1.1910 data_cost: 0.0014 ips: 6.7172 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:19:02] ppdet.engine.callbacks INFO: Epoch: [61] [170/264] learning_rate: 0.000100 loss_class: 2.352273 loss_bbox: 0.169533 loss_giou: 0.264147 loss_mask: 0.429191 loss_dice: 0.528459 loss_class_aux: 15.075860 loss_bbox_aux: 1.103681 loss_giou_aux: 1.666333 loss_mask_aux: 2.601508 loss_dice_aux: 3.175444 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.469065 eta: 8:54:30 batch_cost: 1.7264 data_cost: 0.0014 ips: 4.6338 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:19:19] ppdet.engine.callbacks INFO: Epoch: [61] [180/264] learning_rate: 0.000100 loss_class: 2.168060 loss_bbox: 0.204859 loss_giou: 0.218370 loss_mask: 0.474509 loss_dice: 0.453389 loss_class_aux: 14.033573 loss_bbox_aux: 1.348459 loss_giou_aux: 1.398985 loss_mask_aux: 3.099182 loss_dice_aux: 2.733528 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.666773 eta: 8:54:39 batch_cost: 1.6747 data_cost: 0.0014 ips: 4.7770 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:19:30] ppdet.engine.callbacks INFO: Epoch: [61] [190/264] learning_rate: 0.000100 loss_class: 2.065185 loss_bbox: 0.162326 loss_giou: 0.236301 loss_mask: 0.430304 loss_dice: 0.431893 loss_class_aux: 13.197186 loss_bbox_aux: 1.117503 loss_giou_aux: 1.484005 loss_mask_aux: 2.637359 loss_dice_aux: 2.566040 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.335958 loss: 27.510912 eta: 8:54:36 batch_cost: 1.1603 data_cost: 0.0014 ips: 6.8949 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:19:43] ppdet.engine.callbacks INFO: Epoch: [61] [200/264] learning_rate: 0.000100 loss_class: 2.130726 loss_bbox: 0.160423 loss_giou: 0.215634 loss_mask: 0.426994 loss_dice: 0.403637 loss_class_aux: 13.105653 loss_bbox_aux: 1.073941 loss_giou_aux: 1.358291 loss_mask_aux: 2.572530 loss_dice_aux: 2.446662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.146277 eta: 8:54:35 batch_cost: 1.1900 data_cost: 0.0014 ips: 6.7226 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:19:55] ppdet.engine.callbacks INFO: Epoch: [61] [210/264] learning_rate: 0.000100 loss_class: 2.122955 loss_bbox: 0.169024 loss_giou: 0.231774 loss_mask: 0.450223 loss_dice: 0.441400 loss_class_aux: 13.417959 loss_bbox_aux: 1.109368 loss_giou_aux: 1.482779 loss_mask_aux: 2.733067 loss_dice_aux: 2.661681 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.366782 eta: 8:54:32 batch_cost: 1.1695 data_cost: 0.0014 ips: 6.8403 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:20:06] ppdet.engine.callbacks INFO: Epoch: [61] [220/264] learning_rate: 0.000100 loss_class: 2.108429 loss_bbox: 0.161191 loss_giou: 0.199837 loss_mask: 0.432768 loss_dice: 0.406464 loss_class_aux: 13.247169 loss_bbox_aux: 1.076188 loss_giou_aux: 1.316745 loss_mask_aux: 2.694115 loss_dice_aux: 2.447618 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.533628 eta: 8:54:29 batch_cost: 1.1150 data_cost: 0.0014 ips: 7.1747 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:20:18] ppdet.engine.callbacks INFO: Epoch: [61] [230/264] learning_rate: 0.000100 loss_class: 2.536322 loss_bbox: 0.177005 loss_giou: 0.228024 loss_mask: 0.522372 loss_dice: 0.472213 loss_class_aux: 16.142418 loss_bbox_aux: 1.164617 loss_giou_aux: 1.503388 loss_mask_aux: 3.230820 loss_dice_aux: 2.865640 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.005376 loss: 29.419740 eta: 8:54:26 batch_cost: 1.1696 data_cost: 0.0013 ips: 6.8397 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:20:30] ppdet.engine.callbacks INFO: Epoch: [61] [240/264] learning_rate: 0.000100 loss_class: 2.264175 loss_bbox: 0.191984 loss_giou: 0.246598 loss_mask: 0.484595 loss_dice: 0.456367 loss_class_aux: 14.386650 loss_bbox_aux: 1.156124 loss_giou_aux: 1.599100 loss_mask_aux: 2.994141 loss_dice_aux: 2.793105 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.361508 loss: 28.631699 eta: 8:54:25 batch_cost: 1.2031 data_cost: 0.0013 ips: 6.6493 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:20:42] ppdet.engine.callbacks INFO: Epoch: [61] [250/264] learning_rate: 0.000100 loss_class: 2.024828 loss_bbox: 0.148304 loss_giou: 0.209801 loss_mask: 0.366984 loss_dice: 0.450475 loss_class_aux: 13.222938 loss_bbox_aux: 1.050301 loss_giou_aux: 1.405734 loss_mask_aux: 2.331644 loss_dice_aux: 2.807865 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.947279 eta: 8:54:22 batch_cost: 1.1427 data_cost: 0.0013 ips: 7.0010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:20:54] ppdet.engine.callbacks INFO: Epoch: [61] [260/264] learning_rate: 0.000100 loss_class: 2.153854 loss_bbox: 0.143308 loss_giou: 0.226765 loss_mask: 0.434356 loss_dice: 0.417949 loss_class_aux: 13.688935 loss_bbox_aux: 0.954159 loss_giou_aux: 1.419794 loss_mask_aux: 2.489984 loss_dice_aux: 2.630116 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568663 loss: 24.840646 eta: 8:54:20 batch_cost: 1.1864 data_cost: 0.0013 ips: 6.7430 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:21:31] ppdet.engine.callbacks INFO: Epoch: [62] [  0/264] learning_rate: 0.000100 loss_class: 2.063985 loss_bbox: 0.144965 loss_giou: 0.241628 loss_mask: 0.417522 loss_dice: 0.416903 loss_class_aux: 13.010404 loss_bbox_aux: 0.983128 loss_giou_aux: 1.497333 loss_mask_aux: 2.485540 loss_dice_aux: 2.537621 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.843081 loss: 24.625973 eta: 8:54:47 batch_cost: 2.4529 data_cost: 1.1982 ips: 3.2615 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:21:46] ppdet.engine.callbacks INFO: Epoch: [62] [ 10/264] learning_rate: 0.000100 loss_class: 2.224262 loss_bbox: 0.171883 loss_giou: 0.221237 loss_mask: 0.394708 loss_dice: 0.424904 loss_class_aux: 14.187503 loss_bbox_aux: 1.166743 loss_giou_aux: 1.470279 loss_mask_aux: 2.623096 loss_dice_aux: 2.693585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.730460 eta: 8:54:51 batch_cost: 1.4458 data_cost: 0.0052 ips: 5.5335 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:21:58] ppdet.engine.callbacks INFO: Epoch: [62] [ 20/264] learning_rate: 0.000100 loss_class: 1.996906 loss_bbox: 0.167654 loss_giou: 0.233307 loss_mask: 0.335987 loss_dice: 0.435706 loss_class_aux: 12.677180 loss_bbox_aux: 1.100061 loss_giou_aux: 1.523546 loss_mask_aux: 2.184329 loss_dice_aux: 2.643881 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.215837 eta: 8:54:47 batch_cost: 1.1188 data_cost: 0.0018 ips: 7.1502 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:22:10] ppdet.engine.callbacks INFO: Epoch: [62] [ 30/264] learning_rate: 0.000100 loss_class: 2.474789 loss_bbox: 0.180785 loss_giou: 0.255379 loss_mask: 0.444739 loss_dice: 0.464194 loss_class_aux: 14.784925 loss_bbox_aux: 1.187129 loss_giou_aux: 1.606739 loss_mask_aux: 2.781112 loss_dice_aux: 2.833448 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.436993 eta: 8:54:46 batch_cost: 1.2044 data_cost: 0.0020 ips: 6.6421 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:22:22] ppdet.engine.callbacks INFO: Epoch: [62] [ 40/264] learning_rate: 0.000100 loss_class: 2.403522 loss_bbox: 0.159638 loss_giou: 0.241229 loss_mask: 0.465974 loss_dice: 0.417447 loss_class_aux: 15.139294 loss_bbox_aux: 1.087743 loss_giou_aux: 1.513757 loss_mask_aux: 2.849710 loss_dice_aux: 2.520408 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.189563 eta: 8:54:43 batch_cost: 1.1766 data_cost: 0.0016 ips: 6.7990 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:22:34] ppdet.engine.callbacks INFO: Epoch: [62] [ 50/264] learning_rate: 0.000100 loss_class: 2.221370 loss_bbox: 0.146104 loss_giou: 0.214189 loss_mask: 0.391381 loss_dice: 0.413154 loss_class_aux: 14.201480 loss_bbox_aux: 0.958505 loss_giou_aux: 1.356877 loss_mask_aux: 2.420124 loss_dice_aux: 2.520558 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.555136 eta: 8:54:41 batch_cost: 1.1892 data_cost: 0.0017 ips: 6.7273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:22:36] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:22:36] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:22:46] ppdet.engine.callbacks INFO: Epoch: [62] [ 60/264] learning_rate: 0.000100 loss_class: 2.288962 loss_bbox: 0.162850 loss_giou: 0.239742 loss_mask: 0.422521 loss_dice: 0.487584 loss_class_aux: 14.658272 loss_bbox_aux: 1.098078 loss_giou_aux: 1.570182 loss_mask_aux: 2.649676 loss_dice_aux: 2.987945 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.662949 eta: 8:54:40 batch_cost: 1.1928 data_cost: 0.0014 ips: 6.7072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:22:58] ppdet.engine.callbacks INFO: Epoch: [62] [ 70/264] learning_rate: 0.000100 loss_class: 2.198177 loss_bbox: 0.169058 loss_giou: 0.229554 loss_mask: 0.444315 loss_dice: 0.477739 loss_class_aux: 14.287100 loss_bbox_aux: 1.076685 loss_giou_aux: 1.454504 loss_mask_aux: 2.744113 loss_dice_aux: 2.926135 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.645278 eta: 8:54:36 batch_cost: 1.1215 data_cost: 0.0017 ips: 7.1334 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:23:10] ppdet.engine.callbacks INFO: Epoch: [62] [ 80/264] learning_rate: 0.000100 loss_class: 2.182442 loss_bbox: 0.186845 loss_giou: 0.244604 loss_mask: 0.525908 loss_dice: 0.463213 loss_class_aux: 13.858741 loss_bbox_aux: 1.220095 loss_giou_aux: 1.579147 loss_mask_aux: 3.121130 loss_dice_aux: 2.942447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.809172 eta: 8:54:34 batch_cost: 1.1817 data_cost: 0.0014 ips: 6.7701 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:23:23] ppdet.engine.callbacks INFO: Epoch: [62] [ 90/264] learning_rate: 0.000100 loss_class: 2.413249 loss_bbox: 0.164343 loss_giou: 0.250789 loss_mask: 0.416504 loss_dice: 0.474624 loss_class_aux: 14.984295 loss_bbox_aux: 1.060426 loss_giou_aux: 1.590647 loss_mask_aux: 2.539462 loss_dice_aux: 2.877109 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.429797 eta: 8:54:33 batch_cost: 1.2398 data_cost: 0.0014 ips: 6.4526 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:23:38] ppdet.engine.callbacks INFO: Epoch: [62] [100/264] learning_rate: 0.000100 loss_class: 2.185152 loss_bbox: 0.182925 loss_giou: 0.228671 loss_mask: 0.492935 loss_dice: 0.478193 loss_class_aux: 14.130229 loss_bbox_aux: 1.203763 loss_giou_aux: 1.462183 loss_mask_aux: 2.989413 loss_dice_aux: 2.823758 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.877468 eta: 8:54:39 batch_cost: 1.5570 data_cost: 0.0014 ips: 5.1380 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:23:58] ppdet.engine.callbacks INFO: Epoch: [62] [110/264] learning_rate: 0.000100 loss_class: 2.122069 loss_bbox: 0.169018 loss_giou: 0.205022 loss_mask: 0.436237 loss_dice: 0.427537 loss_class_aux: 13.349682 loss_bbox_aux: 1.083764 loss_giou_aux: 1.352387 loss_mask_aux: 2.576049 loss_dice_aux: 2.530709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.944131 eta: 8:54:53 batch_cost: 1.9063 data_cost: 0.0014 ips: 4.1967 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:24:13] ppdet.engine.callbacks INFO: Epoch: [62] [120/264] learning_rate: 0.000100 loss_class: 2.111825 loss_bbox: 0.146114 loss_giou: 0.239952 loss_mask: 0.387536 loss_dice: 0.468124 loss_class_aux: 13.735741 loss_bbox_aux: 0.990374 loss_giou_aux: 1.520817 loss_mask_aux: 2.443761 loss_dice_aux: 2.755509 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.487869 loss: 26.560050 eta: 8:54:58 batch_cost: 1.5307 data_cost: 0.0014 ips: 5.2263 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:24:26] ppdet.engine.callbacks INFO: Epoch: [62] [130/264] learning_rate: 0.000100 loss_class: 2.255852 loss_bbox: 0.154384 loss_giou: 0.214675 loss_mask: 0.446291 loss_dice: 0.449567 loss_class_aux: 14.349854 loss_bbox_aux: 1.100211 loss_giou_aux: 1.415391 loss_mask_aux: 2.840228 loss_dice_aux: 2.702954 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.672330 eta: 8:54:56 batch_cost: 1.2096 data_cost: 0.0014 ips: 6.6137 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:24:38] ppdet.engine.callbacks INFO: Epoch: [62] [140/264] learning_rate: 0.000100 loss_class: 2.365037 loss_bbox: 0.160844 loss_giou: 0.191019 loss_mask: 0.506543 loss_dice: 0.414565 loss_class_aux: 14.853515 loss_bbox_aux: 1.072324 loss_giou_aux: 1.271760 loss_mask_aux: 3.278486 loss_dice_aux: 2.662780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.325790 eta: 8:54:54 batch_cost: 1.1649 data_cost: 0.0017 ips: 6.8676 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:24:50] ppdet.engine.callbacks INFO: Epoch: [62] [150/264] learning_rate: 0.000100 loss_class: 2.152443 loss_bbox: 0.165235 loss_giou: 0.232801 loss_mask: 0.457033 loss_dice: 0.488430 loss_class_aux: 13.547597 loss_bbox_aux: 1.122549 loss_giou_aux: 1.490374 loss_mask_aux: 2.945336 loss_dice_aux: 3.038445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.236402 eta: 8:54:53 batch_cost: 1.2588 data_cost: 0.0014 ips: 6.3550 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:25:03] ppdet.engine.callbacks INFO: Epoch: [62] [160/264] learning_rate: 0.000100 loss_class: 2.202114 loss_bbox: 0.160245 loss_giou: 0.250735 loss_mask: 0.433373 loss_dice: 0.465023 loss_class_aux: 14.511109 loss_bbox_aux: 1.084906 loss_giou_aux: 1.558892 loss_mask_aux: 2.654436 loss_dice_aux: 2.973224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.495704 eta: 8:54:51 batch_cost: 1.1930 data_cost: 0.0015 ips: 6.7060 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:25:15] ppdet.engine.callbacks INFO: Epoch: [62] [170/264] learning_rate: 0.000100 loss_class: 2.262090 loss_bbox: 0.143362 loss_giou: 0.234451 loss_mask: 0.372708 loss_dice: 0.442020 loss_class_aux: 14.095730 loss_bbox_aux: 0.938040 loss_giou_aux: 1.478762 loss_mask_aux: 2.335905 loss_dice_aux: 2.685435 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.602017 loss: 26.506547 eta: 8:54:49 batch_cost: 1.1795 data_cost: 0.0014 ips: 6.7823 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:25:28] ppdet.engine.callbacks INFO: Epoch: [62] [180/264] learning_rate: 0.000100 loss_class: 2.425390 loss_bbox: 0.191596 loss_giou: 0.213283 loss_mask: 0.531482 loss_dice: 0.467221 loss_class_aux: 15.402978 loss_bbox_aux: 1.280174 loss_giou_aux: 1.334485 loss_mask_aux: 3.270323 loss_dice_aux: 2.828567 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595435 loss: 29.334773 eta: 8:54:48 batch_cost: 1.2649 data_cost: 0.0014 ips: 6.3247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:25:40] ppdet.engine.callbacks INFO: Epoch: [62] [190/264] learning_rate: 0.000100 loss_class: 2.382748 loss_bbox: 0.192707 loss_giou: 0.232675 loss_mask: 0.503416 loss_dice: 0.482324 loss_class_aux: 15.369048 loss_bbox_aux: 1.281440 loss_giou_aux: 1.493646 loss_mask_aux: 3.093761 loss_dice_aux: 2.954942 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.831738 loss: 28.550796 eta: 8:54:45 batch_cost: 1.1690 data_cost: 0.0015 ips: 6.8433 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:25:52] ppdet.engine.callbacks INFO: Epoch: [62] [200/264] learning_rate: 0.000100 loss_class: 1.906035 loss_bbox: 0.144663 loss_giou: 0.194801 loss_mask: 0.379600 loss_dice: 0.395536 loss_class_aux: 12.511716 loss_bbox_aux: 0.941261 loss_giou_aux: 1.259228 loss_mask_aux: 2.335242 loss_dice_aux: 2.389713 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.494458 eta: 8:54:44 batch_cost: 1.2019 data_cost: 0.0014 ips: 6.6560 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:26:05] ppdet.engine.callbacks INFO: Epoch: [62] [210/264] learning_rate: 0.000100 loss_class: 2.215989 loss_bbox: 0.166052 loss_giou: 0.243236 loss_mask: 0.513014 loss_dice: 0.448813 loss_class_aux: 13.879226 loss_bbox_aux: 1.125661 loss_giou_aux: 1.544685 loss_mask_aux: 3.128568 loss_dice_aux: 2.759260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.895352 eta: 8:54:42 batch_cost: 1.2429 data_cost: 0.0014 ips: 6.4367 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:26:17] ppdet.engine.callbacks INFO: Epoch: [62] [220/264] learning_rate: 0.000100 loss_class: 2.179572 loss_bbox: 0.157154 loss_giou: 0.219974 loss_mask: 0.427917 loss_dice: 0.426165 loss_class_aux: 13.905135 loss_bbox_aux: 1.065546 loss_giou_aux: 1.474472 loss_mask_aux: 2.649285 loss_dice_aux: 2.557855 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.561272 loss: 26.771618 eta: 8:54:41 batch_cost: 1.2043 data_cost: 0.0014 ips: 6.6429 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:26:29] ppdet.engine.callbacks INFO: Epoch: [62] [230/264] learning_rate: 0.000100 loss_class: 2.326238 loss_bbox: 0.187001 loss_giou: 0.257452 loss_mask: 0.563313 loss_dice: 0.485065 loss_class_aux: 14.966878 loss_bbox_aux: 1.259560 loss_giou_aux: 1.647913 loss_mask_aux: 3.521572 loss_dice_aux: 2.966666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.695981 eta: 8:54:39 batch_cost: 1.2084 data_cost: 0.0012 ips: 6.6204 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:26:41] ppdet.engine.callbacks INFO: Epoch: [62] [240/264] learning_rate: 0.000100 loss_class: 2.282143 loss_bbox: 0.168367 loss_giou: 0.224271 loss_mask: 0.455271 loss_dice: 0.448809 loss_class_aux: 14.696270 loss_bbox_aux: 1.146051 loss_giou_aux: 1.455775 loss_mask_aux: 2.712397 loss_dice_aux: 2.745614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.292258 eta: 8:54:36 batch_cost: 1.1689 data_cost: 0.0012 ips: 6.8441 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:26:53] ppdet.engine.callbacks INFO: Epoch: [62] [250/264] learning_rate: 0.000100 loss_class: 2.390451 loss_bbox: 0.183053 loss_giou: 0.243584 loss_mask: 0.511030 loss_dice: 0.488596 loss_class_aux: 14.905337 loss_bbox_aux: 1.217789 loss_giou_aux: 1.549713 loss_mask_aux: 3.107173 loss_dice_aux: 2.974797 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.952975 loss: 29.996515 eta: 8:54:34 batch_cost: 1.1862 data_cost: 0.0013 ips: 6.7444 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:27:06] ppdet.engine.callbacks INFO: Epoch: [62] [260/264] learning_rate: 0.000100 loss_class: 2.303437 loss_bbox: 0.177192 loss_giou: 0.254531 loss_mask: 0.440934 loss_dice: 0.475506 loss_class_aux: 14.720141 loss_bbox_aux: 1.137491 loss_giou_aux: 1.582717 loss_mask_aux: 2.724352 loss_dice_aux: 2.864801 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.625698 loss: 26.945087 eta: 8:54:32 batch_cost: 1.2250 data_cost: 0.0012 ips: 6.5306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:27:42] ppdet.engine.callbacks INFO: Epoch: [63] [  0/264] learning_rate: 0.000100 loss_class: 2.303437 loss_bbox: 0.192809 loss_giou: 0.244023 loss_mask: 0.469004 loss_dice: 0.470428 loss_class_aux: 14.720141 loss_bbox_aux: 1.219139 loss_giou_aux: 1.585727 loss_mask_aux: 2.923863 loss_dice_aux: 2.967183 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.897024 loss: 29.710032 eta: 8:54:56 batch_cost: 2.3333 data_cost: 1.0341 ips: 3.4286 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:28:03] ppdet.engine.callbacks INFO: Epoch: [63] [ 10/264] learning_rate: 0.000100 loss_class: 2.166733 loss_bbox: 0.170238 loss_giou: 0.213981 loss_mask: 0.420249 loss_dice: 0.438355 loss_class_aux: 13.296885 loss_bbox_aux: 1.083836 loss_giou_aux: 1.416171 loss_mask_aux: 2.519096 loss_dice_aux: 2.656836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.559001 loss: 26.105547 eta: 8:55:13 batch_cost: 2.1110 data_cost: 0.3011 ips: 3.7896 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:28:24] ppdet.engine.callbacks INFO: Epoch: [63] [ 20/264] learning_rate: 0.000100 loss_class: 2.197321 loss_bbox: 0.165404 loss_giou: 0.250997 loss_mask: 0.413977 loss_dice: 0.466633 loss_class_aux: 13.468153 loss_bbox_aux: 1.054702 loss_giou_aux: 1.607027 loss_mask_aux: 2.679840 loss_dice_aux: 2.800771 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.800646 loss: 26.779752 eta: 8:55:30 batch_cost: 2.0544 data_cost: 0.0015 ips: 3.8941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:28:45] ppdet.engine.callbacks INFO: Epoch: [63] [ 30/264] learning_rate: 0.000100 loss_class: 2.271989 loss_bbox: 0.171321 loss_giou: 0.228725 loss_mask: 0.458755 loss_dice: 0.470098 loss_class_aux: 13.977727 loss_bbox_aux: 1.099500 loss_giou_aux: 1.510863 loss_mask_aux: 2.760965 loss_dice_aux: 2.810022 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.108438 eta: 8:55:47 batch_cost: 2.0706 data_cost: 0.0014 ips: 3.8636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:29:01] ppdet.engine.callbacks INFO: Epoch: [63] [ 40/264] learning_rate: 0.000100 loss_class: 2.256413 loss_bbox: 0.159970 loss_giou: 0.228109 loss_mask: 0.506398 loss_dice: 0.464891 loss_class_aux: 14.260309 loss_bbox_aux: 1.076164 loss_giou_aux: 1.461750 loss_mask_aux: 2.970981 loss_dice_aux: 2.788154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.269504 eta: 8:55:52 batch_cost: 1.5372 data_cost: 0.0014 ips: 5.2042 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:29:13] ppdet.engine.callbacks INFO: Epoch: [63] [ 50/264] learning_rate: 0.000100 loss_class: 2.161299 loss_bbox: 0.169098 loss_giou: 0.200077 loss_mask: 0.470078 loss_dice: 0.423389 loss_class_aux: 13.795928 loss_bbox_aux: 1.113237 loss_giou_aux: 1.302654 loss_mask_aux: 2.857310 loss_dice_aux: 2.495752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.503797 eta: 8:55:49 batch_cost: 1.1821 data_cost: 0.0015 ips: 6.7678 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:29:25] ppdet.engine.callbacks INFO: Epoch: [63] [ 60/264] learning_rate: 0.000100 loss_class: 1.994047 loss_bbox: 0.141997 loss_giou: 0.201075 loss_mask: 0.395960 loss_dice: 0.427548 loss_class_aux: 12.617253 loss_bbox_aux: 0.936069 loss_giou_aux: 1.326407 loss_mask_aux: 2.436633 loss_dice_aux: 2.559681 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.515178 loss: 25.249228 eta: 8:55:47 batch_cost: 1.1784 data_cost: 0.0014 ips: 6.7891 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:29:37] ppdet.engine.callbacks INFO: Epoch: [63] [ 70/264] learning_rate: 0.000100 loss_class: 2.752320 loss_bbox: 0.185928 loss_giou: 0.240919 loss_mask: 0.499304 loss_dice: 0.484145 loss_class_aux: 16.934589 loss_bbox_aux: 1.181591 loss_giou_aux: 1.515538 loss_mask_aux: 3.077879 loss_dice_aux: 2.850997 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.560774 eta: 8:55:44 batch_cost: 1.1763 data_cost: 0.0015 ips: 6.8011 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:29:49] ppdet.engine.callbacks INFO: Epoch: [63] [ 80/264] learning_rate: 0.000100 loss_class: 2.217278 loss_bbox: 0.209839 loss_giou: 0.238336 loss_mask: 0.547120 loss_dice: 0.490419 loss_class_aux: 14.619425 loss_bbox_aux: 1.289737 loss_giou_aux: 1.492223 loss_mask_aux: 3.391528 loss_dice_aux: 3.005243 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.660340 loss: 28.622051 eta: 8:55:41 batch_cost: 1.1726 data_cost: 0.0015 ips: 6.8225 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:30:01] ppdet.engine.callbacks INFO: Epoch: [63] [ 90/264] learning_rate: 0.000100 loss_class: 2.236195 loss_bbox: 0.176278 loss_giou: 0.220025 loss_mask: 0.464111 loss_dice: 0.437915 loss_class_aux: 14.369828 loss_bbox_aux: 1.175563 loss_giou_aux: 1.429340 loss_mask_aux: 2.759364 loss_dice_aux: 2.710524 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.656549 loss: 28.784141 eta: 8:55:38 batch_cost: 1.1785 data_cost: 0.0014 ips: 6.7882 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:30:13] ppdet.engine.callbacks INFO: Epoch: [63] [100/264] learning_rate: 0.000100 loss_class: 2.225975 loss_bbox: 0.157177 loss_giou: 0.256653 loss_mask: 0.422367 loss_dice: 0.463425 loss_class_aux: 14.134444 loss_bbox_aux: 1.007237 loss_giou_aux: 1.606379 loss_mask_aux: 2.501685 loss_dice_aux: 2.811691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.801236 loss: 26.796647 eta: 8:55:36 batch_cost: 1.2128 data_cost: 0.0014 ips: 6.5965 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:30:26] ppdet.engine.callbacks INFO: Epoch: [63] [110/264] learning_rate: 0.000100 loss_class: 2.159735 loss_bbox: 0.161805 loss_giou: 0.242140 loss_mask: 0.401292 loss_dice: 0.462395 loss_class_aux: 13.534540 loss_bbox_aux: 1.031653 loss_giou_aux: 1.572047 loss_mask_aux: 2.461091 loss_dice_aux: 2.766631 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.000588 eta: 8:55:34 batch_cost: 1.2051 data_cost: 0.0014 ips: 6.6385 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:30:27] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:30:27] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:30:37] ppdet.engine.callbacks INFO: Epoch: [63] [120/264] learning_rate: 0.000100 loss_class: 2.241786 loss_bbox: 0.173669 loss_giou: 0.224132 loss_mask: 0.460072 loss_dice: 0.436152 loss_class_aux: 14.028812 loss_bbox_aux: 1.179920 loss_giou_aux: 1.426745 loss_mask_aux: 2.888126 loss_dice_aux: 2.675662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.962466 eta: 8:55:31 batch_cost: 1.1576 data_cost: 0.0014 ips: 6.9106 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:30:49] ppdet.engine.callbacks INFO: Epoch: [63] [130/264] learning_rate: 0.000100 loss_class: 2.271661 loss_bbox: 0.170441 loss_giou: 0.243612 loss_mask: 0.412623 loss_dice: 0.455315 loss_class_aux: 14.144127 loss_bbox_aux: 1.143615 loss_giou_aux: 1.507343 loss_mask_aux: 2.584296 loss_dice_aux: 2.782581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.699521 eta: 8:55:28 batch_cost: 1.1616 data_cost: 0.0015 ips: 6.8872 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:31:01] ppdet.engine.callbacks INFO: Epoch: [63] [140/264] learning_rate: 0.000100 loss_class: 2.202113 loss_bbox: 0.160844 loss_giou: 0.228087 loss_mask: 0.423219 loss_dice: 0.416917 loss_class_aux: 14.258472 loss_bbox_aux: 1.096134 loss_giou_aux: 1.482541 loss_mask_aux: 2.613689 loss_dice_aux: 2.535506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.530565 eta: 8:55:25 batch_cost: 1.1712 data_cost: 0.0016 ips: 6.8307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:31:14] ppdet.engine.callbacks INFO: Epoch: [63] [150/264] learning_rate: 0.000100 loss_class: 2.402087 loss_bbox: 0.168101 loss_giou: 0.253120 loss_mask: 0.462556 loss_dice: 0.455191 loss_class_aux: 15.479519 loss_bbox_aux: 1.127836 loss_giou_aux: 1.547239 loss_mask_aux: 2.711828 loss_dice_aux: 2.788819 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.715031 loss: 28.606853 eta: 8:55:23 batch_cost: 1.2285 data_cost: 0.0015 ips: 6.5121 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:31:25] ppdet.engine.callbacks INFO: Epoch: [63] [160/264] learning_rate: 0.000100 loss_class: 2.281717 loss_bbox: 0.207361 loss_giou: 0.211725 loss_mask: 0.540965 loss_dice: 0.471009 loss_class_aux: 14.544734 loss_bbox_aux: 1.370970 loss_giou_aux: 1.337866 loss_mask_aux: 3.426965 loss_dice_aux: 2.888743 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.699073 loss: 28.856133 eta: 8:55:20 batch_cost: 1.1372 data_cost: 0.0014 ips: 7.0348 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:31:38] ppdet.engine.callbacks INFO: Epoch: [63] [170/264] learning_rate: 0.000100 loss_class: 2.224275 loss_bbox: 0.167533 loss_giou: 0.214914 loss_mask: 0.445131 loss_dice: 0.446625 loss_class_aux: 14.421720 loss_bbox_aux: 1.192398 loss_giou_aux: 1.433032 loss_mask_aux: 2.950950 loss_dice_aux: 2.931789 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.753718 eta: 8:55:18 batch_cost: 1.2463 data_cost: 0.0014 ips: 6.4191 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:31:51] ppdet.engine.callbacks INFO: Epoch: [63] [180/264] learning_rate: 0.000100 loss_class: 2.344390 loss_bbox: 0.158438 loss_giou: 0.233160 loss_mask: 0.459238 loss_dice: 0.457825 loss_class_aux: 15.085968 loss_bbox_aux: 1.074934 loss_giou_aux: 1.515262 loss_mask_aux: 2.877146 loss_dice_aux: 2.767647 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.845053 eta: 8:55:16 batch_cost: 1.2224 data_cost: 0.0014 ips: 6.5446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:32:03] ppdet.engine.callbacks INFO: Epoch: [63] [190/264] learning_rate: 0.000100 loss_class: 2.227408 loss_bbox: 0.162039 loss_giou: 0.242700 loss_mask: 0.443953 loss_dice: 0.456492 loss_class_aux: 13.891409 loss_bbox_aux: 1.045773 loss_giou_aux: 1.521259 loss_mask_aux: 2.621645 loss_dice_aux: 2.780606 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.368258 eta: 8:55:15 batch_cost: 1.2174 data_cost: 0.0015 ips: 6.5711 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:32:15] ppdet.engine.callbacks INFO: Epoch: [63] [200/264] learning_rate: 0.000100 loss_class: 2.295841 loss_bbox: 0.160964 loss_giou: 0.230943 loss_mask: 0.417791 loss_dice: 0.451490 loss_class_aux: 14.417512 loss_bbox_aux: 1.103493 loss_giou_aux: 1.469451 loss_mask_aux: 2.707472 loss_dice_aux: 2.718497 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.651784 eta: 8:55:12 batch_cost: 1.2030 data_cost: 0.0016 ips: 6.6499 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:32:28] ppdet.engine.callbacks INFO: Epoch: [63] [210/264] learning_rate: 0.000100 loss_class: 2.475494 loss_bbox: 0.173113 loss_giou: 0.246227 loss_mask: 0.427065 loss_dice: 0.483843 loss_class_aux: 15.804664 loss_bbox_aux: 1.210424 loss_giou_aux: 1.622540 loss_mask_aux: 2.798129 loss_dice_aux: 2.897778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.449692 loss: 28.062601 eta: 8:55:10 batch_cost: 1.2300 data_cost: 0.0017 ips: 6.5041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:32:40] ppdet.engine.callbacks INFO: Epoch: [63] [220/264] learning_rate: 0.000100 loss_class: 2.139239 loss_bbox: 0.171436 loss_giou: 0.226633 loss_mask: 0.485604 loss_dice: 0.436660 loss_class_aux: 13.344485 loss_bbox_aux: 1.169727 loss_giou_aux: 1.498525 loss_mask_aux: 2.946334 loss_dice_aux: 2.675167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.587234 eta: 8:55:07 batch_cost: 1.1415 data_cost: 0.0016 ips: 7.0080 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:32:52] ppdet.engine.callbacks INFO: Epoch: [63] [230/264] learning_rate: 0.000100 loss_class: 2.389485 loss_bbox: 0.143809 loss_giou: 0.239619 loss_mask: 0.476162 loss_dice: 0.425060 loss_class_aux: 15.097492 loss_bbox_aux: 1.039825 loss_giou_aux: 1.496174 loss_mask_aux: 2.812267 loss_dice_aux: 2.721368 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.434020 loss: 28.620890 eta: 8:55:04 batch_cost: 1.1954 data_cost: 0.0013 ips: 6.6925 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:33:03] ppdet.engine.callbacks INFO: Epoch: [63] [240/264] learning_rate: 0.000100 loss_class: 2.327393 loss_bbox: 0.203205 loss_giou: 0.225264 loss_mask: 0.526495 loss_dice: 0.477867 loss_class_aux: 14.450921 loss_bbox_aux: 1.304157 loss_giou_aux: 1.477933 loss_mask_aux: 3.364725 loss_dice_aux: 2.898247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.096252 eta: 8:55:00 batch_cost: 1.0889 data_cost: 0.0013 ips: 7.3470 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:33:13] ppdet.engine.callbacks INFO: Epoch: [63] [250/264] learning_rate: 0.000100 loss_class: 2.074885 loss_bbox: 0.182646 loss_giou: 0.223432 loss_mask: 0.441522 loss_dice: 0.432487 loss_class_aux: 13.226785 loss_bbox_aux: 1.132399 loss_giou_aux: 1.444746 loss_mask_aux: 2.794296 loss_dice_aux: 2.700781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.673586 loss: 25.829917 eta: 8:54:53 batch_cost: 1.0165 data_cost: 0.0013 ips: 7.8698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:33:25] ppdet.engine.callbacks INFO: Epoch: [63] [260/264] learning_rate: 0.000100 loss_class: 2.103358 loss_bbox: 0.167523 loss_giou: 0.230461 loss_mask: 0.406386 loss_dice: 0.430392 loss_class_aux: 13.294433 loss_bbox_aux: 1.109255 loss_giou_aux: 1.440057 loss_mask_aux: 2.479311 loss_dice_aux: 2.654196 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.489917 loss: 26.911469 eta: 8:54:49 batch_cost: 1.1168 data_cost: 0.0013 ips: 7.1636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:34:01] ppdet.engine.callbacks INFO: Epoch: [64] [  0/264] learning_rate: 0.000100 loss_class: 2.245545 loss_bbox: 0.173223 loss_giou: 0.225699 loss_mask: 0.471712 loss_dice: 0.439755 loss_class_aux: 14.138363 loss_bbox_aux: 1.096402 loss_giou_aux: 1.419608 loss_mask_aux: 2.812061 loss_dice_aux: 2.672319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.348600 eta: 8:55:12 batch_cost: 2.2777 data_cost: 1.0448 ips: 3.5123 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:34:17] ppdet.engine.callbacks INFO: Epoch: [64] [ 10/264] learning_rate: 0.000100 loss_class: 2.111975 loss_bbox: 0.167377 loss_giou: 0.228194 loss_mask: 0.501279 loss_dice: 0.448011 loss_class_aux: 13.158010 loss_bbox_aux: 1.105288 loss_giou_aux: 1.432775 loss_mask_aux: 3.043982 loss_dice_aux: 2.693662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.475768 loss: 25.439109 eta: 8:55:17 batch_cost: 1.5455 data_cost: 0.1828 ips: 5.1764 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:34:30] ppdet.engine.callbacks INFO: Epoch: [64] [ 20/264] learning_rate: 0.000100 loss_class: 2.184273 loss_bbox: 0.155394 loss_giou: 0.209521 loss_mask: 0.467522 loss_dice: 0.426790 loss_class_aux: 13.826152 loss_bbox_aux: 1.070226 loss_giou_aux: 1.350792 loss_mask_aux: 2.815717 loss_dice_aux: 2.596461 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.996922 eta: 8:55:15 batch_cost: 1.2225 data_cost: 0.0019 ips: 6.5439 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:34:42] ppdet.engine.callbacks INFO: Epoch: [64] [ 30/264] learning_rate: 0.000100 loss_class: 2.373881 loss_bbox: 0.154178 loss_giou: 0.238723 loss_mask: 0.376245 loss_dice: 0.437789 loss_class_aux: 14.818987 loss_bbox_aux: 1.050642 loss_giou_aux: 1.588962 loss_mask_aux: 2.303403 loss_dice_aux: 2.658883 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.891932 eta: 8:55:12 batch_cost: 1.1614 data_cost: 0.0014 ips: 6.8881 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:34:53] ppdet.engine.callbacks INFO: Epoch: [64] [ 40/264] learning_rate: 0.000100 loss_class: 2.051613 loss_bbox: 0.144687 loss_giou: 0.213378 loss_mask: 0.413079 loss_dice: 0.444680 loss_class_aux: 13.488008 loss_bbox_aux: 0.979334 loss_giou_aux: 1.386796 loss_mask_aux: 2.513225 loss_dice_aux: 2.675408 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.485141 eta: 8:55:08 batch_cost: 1.1243 data_cost: 0.0015 ips: 7.1155 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:35:06] ppdet.engine.callbacks INFO: Epoch: [64] [ 50/264] learning_rate: 0.000100 loss_class: 2.118984 loss_bbox: 0.208788 loss_giou: 0.245352 loss_mask: 0.536261 loss_dice: 0.472664 loss_class_aux: 13.574787 loss_bbox_aux: 1.286613 loss_giou_aux: 1.526965 loss_mask_aux: 3.201406 loss_dice_aux: 2.881887 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.544076 loss: 27.583140 eta: 8:55:05 batch_cost: 1.2093 data_cost: 0.0015 ips: 6.6154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:35:17] ppdet.engine.callbacks INFO: Epoch: [64] [ 60/264] learning_rate: 0.000100 loss_class: 2.112265 loss_bbox: 0.156674 loss_giou: 0.234377 loss_mask: 0.430348 loss_dice: 0.459821 loss_class_aux: 13.833807 loss_bbox_aux: 1.044583 loss_giou_aux: 1.491017 loss_mask_aux: 2.640357 loss_dice_aux: 2.751487 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.277009 loss: 26.554907 eta: 8:55:02 batch_cost: 1.1555 data_cost: 0.0014 ips: 6.9231 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:35:30] ppdet.engine.callbacks INFO: Epoch: [64] [ 70/264] learning_rate: 0.000100 loss_class: 2.691609 loss_bbox: 0.187594 loss_giou: 0.273979 loss_mask: 0.495918 loss_dice: 0.526420 loss_class_aux: 16.772193 loss_bbox_aux: 1.301893 loss_giou_aux: 1.754024 loss_mask_aux: 3.204715 loss_dice_aux: 3.241933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.416948 eta: 8:55:01 batch_cost: 1.2621 data_cost: 0.0014 ips: 6.3388 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:35:42] ppdet.engine.callbacks INFO: Epoch: [64] [ 80/264] learning_rate: 0.000100 loss_class: 2.339632 loss_bbox: 0.149316 loss_giou: 0.220050 loss_mask: 0.428184 loss_dice: 0.442938 loss_class_aux: 14.064425 loss_bbox_aux: 1.028026 loss_giou_aux: 1.417909 loss_mask_aux: 2.679659 loss_dice_aux: 2.663986 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.618981 loss: 27.684893 eta: 8:54:57 batch_cost: 1.1602 data_cost: 0.0014 ips: 6.8956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:35:57] ppdet.engine.callbacks INFO: Epoch: [64] [ 90/264] learning_rate: 0.000100 loss_class: 2.237522 loss_bbox: 0.137741 loss_giou: 0.203455 loss_mask: 0.371826 loss_dice: 0.444341 loss_class_aux: 14.159700 loss_bbox_aux: 0.891379 loss_giou_aux: 1.315475 loss_mask_aux: 2.298800 loss_dice_aux: 2.675681 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.176068 eta: 8:55:01 batch_cost: 1.4945 data_cost: 0.0015 ips: 5.3530 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:36:15] ppdet.engine.callbacks INFO: Epoch: [64] [100/264] learning_rate: 0.000100 loss_class: 2.327992 loss_bbox: 0.188384 loss_giou: 0.267940 loss_mask: 0.526467 loss_dice: 0.474299 loss_class_aux: 14.694507 loss_bbox_aux: 1.176348 loss_giou_aux: 1.674457 loss_mask_aux: 3.055809 loss_dice_aux: 3.004761 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.880288 loss: 29.032836 eta: 8:55:09 batch_cost: 1.7236 data_cost: 0.0014 ips: 4.6413 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:36:33] ppdet.engine.callbacks INFO: Epoch: [64] [110/264] learning_rate: 0.000100 loss_class: 2.218990 loss_bbox: 0.160493 loss_giou: 0.218958 loss_mask: 0.505144 loss_dice: 0.442509 loss_class_aux: 14.209453 loss_bbox_aux: 1.095846 loss_giou_aux: 1.405075 loss_mask_aux: 3.183519 loss_dice_aux: 2.747498 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.187627 eta: 8:55:19 batch_cost: 1.7715 data_cost: 0.0014 ips: 4.5160 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:36:45] ppdet.engine.callbacks INFO: Epoch: [64] [120/264] learning_rate: 0.000100 loss_class: 2.448011 loss_bbox: 0.172914 loss_giou: 0.224662 loss_mask: 0.469487 loss_dice: 0.455601 loss_class_aux: 15.260993 loss_bbox_aux: 1.149923 loss_giou_aux: 1.436998 loss_mask_aux: 2.830788 loss_dice_aux: 2.802101 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.445529 eta: 8:55:16 batch_cost: 1.1942 data_cost: 0.0015 ips: 6.6992 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:36:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:36:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:36:58] ppdet.engine.callbacks INFO: Epoch: [64] [130/264] learning_rate: 0.000100 loss_class: 2.333273 loss_bbox: 0.161440 loss_giou: 0.225050 loss_mask: 0.396797 loss_dice: 0.438343 loss_class_aux: 14.700923 loss_bbox_aux: 1.101272 loss_giou_aux: 1.461094 loss_mask_aux: 2.481146 loss_dice_aux: 2.736361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.685376 eta: 8:55:14 batch_cost: 1.2392 data_cost: 0.0014 ips: 6.4555 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:37:10] ppdet.engine.callbacks INFO: Epoch: [64] [140/264] learning_rate: 0.000100 loss_class: 2.524995 loss_bbox: 0.160983 loss_giou: 0.270872 loss_mask: 0.409592 loss_dice: 0.495662 loss_class_aux: 15.939982 loss_bbox_aux: 1.091068 loss_giou_aux: 1.750049 loss_mask_aux: 2.583405 loss_dice_aux: 2.991077 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.781422 eta: 8:55:12 batch_cost: 1.2067 data_cost: 0.0014 ips: 6.6296 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:37:22] ppdet.engine.callbacks INFO: Epoch: [64] [150/264] learning_rate: 0.000100 loss_class: 2.427352 loss_bbox: 0.170058 loss_giou: 0.233943 loss_mask: 0.504630 loss_dice: 0.477895 loss_class_aux: 15.622468 loss_bbox_aux: 1.157923 loss_giou_aux: 1.492840 loss_mask_aux: 3.381135 loss_dice_aux: 2.931270 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.298591 loss: 30.448534 eta: 8:55:09 batch_cost: 1.1849 data_cost: 0.0014 ips: 6.7516 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:37:34] ppdet.engine.callbacks INFO: Epoch: [64] [160/264] learning_rate: 0.000100 loss_class: 2.339940 loss_bbox: 0.141423 loss_giou: 0.203863 loss_mask: 0.379869 loss_dice: 0.412606 loss_class_aux: 14.525065 loss_bbox_aux: 0.953434 loss_giou_aux: 1.340712 loss_mask_aux: 2.164032 loss_dice_aux: 2.554805 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.748210 eta: 8:55:05 batch_cost: 1.1546 data_cost: 0.0014 ips: 6.9287 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:37:46] ppdet.engine.callbacks INFO: Epoch: [64] [170/264] learning_rate: 0.000100 loss_class: 2.350118 loss_bbox: 0.187293 loss_giou: 0.215274 loss_mask: 0.525521 loss_dice: 0.449716 loss_class_aux: 15.125761 loss_bbox_aux: 1.265790 loss_giou_aux: 1.408285 loss_mask_aux: 3.192998 loss_dice_aux: 2.804218 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.367245 eta: 8:55:03 batch_cost: 1.2386 data_cost: 0.0014 ips: 6.4588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:37:57] ppdet.engine.callbacks INFO: Epoch: [64] [180/264] learning_rate: 0.000100 loss_class: 2.225483 loss_bbox: 0.178143 loss_giou: 0.250545 loss_mask: 0.512363 loss_dice: 0.455283 loss_class_aux: 14.279793 loss_bbox_aux: 1.128283 loss_giou_aux: 1.586834 loss_mask_aux: 3.149529 loss_dice_aux: 2.788602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.434712 eta: 8:54:57 batch_cost: 1.0511 data_cost: 0.0015 ips: 7.6107 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:38:10] ppdet.engine.callbacks INFO: Epoch: [64] [190/264] learning_rate: 0.000100 loss_class: 2.261843 loss_bbox: 0.148333 loss_giou: 0.214722 loss_mask: 0.371209 loss_dice: 0.436234 loss_class_aux: 14.260732 loss_bbox_aux: 1.004455 loss_giou_aux: 1.380071 loss_mask_aux: 2.259963 loss_dice_aux: 2.725230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.506018 loss: 27.127811 eta: 8:54:55 batch_cost: 1.2286 data_cost: 0.0014 ips: 6.5112 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:38:21] ppdet.engine.callbacks INFO: Epoch: [64] [200/264] learning_rate: 0.000100 loss_class: 2.148937 loss_bbox: 0.165503 loss_giou: 0.241605 loss_mask: 0.463624 loss_dice: 0.459889 loss_class_aux: 13.403426 loss_bbox_aux: 1.090118 loss_giou_aux: 1.515662 loss_mask_aux: 2.905612 loss_dice_aux: 2.841614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.953448 eta: 8:54:51 batch_cost: 1.1235 data_cost: 0.0014 ips: 7.1205 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:38:34] ppdet.engine.callbacks INFO: Epoch: [64] [210/264] learning_rate: 0.000100 loss_class: 1.964354 loss_bbox: 0.162776 loss_giou: 0.222169 loss_mask: 0.391326 loss_dice: 0.403032 loss_class_aux: 12.450717 loss_bbox_aux: 1.071422 loss_giou_aux: 1.382734 loss_mask_aux: 2.410785 loss_dice_aux: 2.441945 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.792501 loss: 25.075130 eta: 8:54:49 batch_cost: 1.2293 data_cost: 0.0015 ips: 6.5079 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:38:46] ppdet.engine.callbacks INFO: Epoch: [64] [220/264] learning_rate: 0.000100 loss_class: 2.176056 loss_bbox: 0.168024 loss_giou: 0.256393 loss_mask: 0.418470 loss_dice: 0.471178 loss_class_aux: 13.641592 loss_bbox_aux: 1.120391 loss_giou_aux: 1.602055 loss_mask_aux: 2.604605 loss_dice_aux: 2.845308 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.837808 eta: 8:54:45 batch_cost: 1.1413 data_cost: 0.0019 ips: 7.0095 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:38:58] ppdet.engine.callbacks INFO: Epoch: [64] [230/264] learning_rate: 0.000100 loss_class: 2.168894 loss_bbox: 0.154461 loss_giou: 0.233604 loss_mask: 0.465773 loss_dice: 0.441351 loss_class_aux: 13.306147 loss_bbox_aux: 1.039181 loss_giou_aux: 1.439395 loss_mask_aux: 2.779965 loss_dice_aux: 2.763261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.464947 eta: 8:54:42 batch_cost: 1.1790 data_cost: 0.0012 ips: 6.7852 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:39:10] ppdet.engine.callbacks INFO: Epoch: [64] [240/264] learning_rate: 0.000100 loss_class: 2.219617 loss_bbox: 0.163791 loss_giou: 0.224651 loss_mask: 0.398495 loss_dice: 0.466693 loss_class_aux: 14.255730 loss_bbox_aux: 1.060330 loss_giou_aux: 1.424366 loss_mask_aux: 2.479868 loss_dice_aux: 2.781381 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.407606 loss: 26.255905 eta: 8:54:39 batch_cost: 1.1964 data_cost: 0.0013 ips: 6.6865 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:39:22] ppdet.engine.callbacks INFO: Epoch: [64] [250/264] learning_rate: 0.000100 loss_class: 2.136209 loss_bbox: 0.192544 loss_giou: 0.239528 loss_mask: 0.454696 loss_dice: 0.490134 loss_class_aux: 13.721645 loss_bbox_aux: 1.218803 loss_giou_aux: 1.540770 loss_mask_aux: 2.714513 loss_dice_aux: 2.956104 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.854885 loss: 28.529078 eta: 8:54:37 batch_cost: 1.2321 data_cost: 0.0013 ips: 6.4931 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:39:35] ppdet.engine.callbacks INFO: Epoch: [64] [260/264] learning_rate: 0.000100 loss_class: 2.010710 loss_bbox: 0.160869 loss_giou: 0.224858 loss_mask: 0.485415 loss_dice: 0.464682 loss_class_aux: 12.614060 loss_bbox_aux: 1.135920 loss_giou_aux: 1.436723 loss_mask_aux: 2.853441 loss_dice_aux: 2.738602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.489135 eta: 8:54:34 batch_cost: 1.2066 data_cost: 0.0013 ips: 6.6304 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:40:00] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/64
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 23:40:06] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/64/inference/inference.yml
[05/13 23:40:06] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 23:40:06] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/64/inference
[05/13 23:40:09] ppdet.engine.callbacks INFO: Eval iter: 0
[05/13 23:40:24] ppdet.engine.callbacks INFO: Eval iter: 100
[05/13 23:40:40] ppdet.engine.callbacks INFO: Eval iter: 200
[05/13 23:40:47] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 23:40:47] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.536
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.737
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.630
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.396
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.719
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.761
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.761
[05/13 23:40:49] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 6.122202623920554
[05/13 23:40:49] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/13 23:40:49] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/64
[05/13 23:40:49] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/13 23:40:49] ppdet.engine INFO: Best test  ap is 0.000.
[05/13 23:40:51] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/13 23:40:57] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/13 23:40:57] ppdet.engine INFO: Skipping import of the encryption module.
[05/13 23:40:57] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/13 23:41:17] ppdet.engine.callbacks INFO: Epoch: [65] [  0/264] learning_rate: 0.000100 loss_class: 2.457273 loss_bbox: 0.205922 loss_giou: 0.232225 loss_mask: 0.593844 loss_dice: 0.468518 loss_class_aux: 15.629591 loss_bbox_aux: 1.283085 loss_giou_aux: 1.479195 loss_mask_aux: 3.574568 loss_dice_aux: 2.774958 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.420262 eta: 8:55:09 batch_cost: 2.8920 data_cost: 1.6591 ips: 2.7662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:41:30] ppdet.engine.callbacks INFO: Epoch: [65] [ 10/264] learning_rate: 0.000100 loss_class: 2.242252 loss_bbox: 0.161666 loss_giou: 0.216510 loss_mask: 0.389911 loss_dice: 0.415117 loss_class_aux: 14.329000 loss_bbox_aux: 1.054893 loss_giou_aux: 1.404369 loss_mask_aux: 2.408659 loss_dice_aux: 2.566090 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.724572 eta: 8:55:09 batch_cost: 1.3308 data_cost: 0.0057 ips: 6.0113 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:41:41] ppdet.engine.callbacks INFO: Epoch: [65] [ 20/264] learning_rate: 0.000100 loss_class: 2.205716 loss_bbox: 0.150270 loss_giou: 0.210288 loss_mask: 0.398755 loss_dice: 0.409156 loss_class_aux: 13.461195 loss_bbox_aux: 0.989971 loss_giou_aux: 1.386795 loss_mask_aux: 2.454235 loss_dice_aux: 2.520543 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.134287 loss: 26.120762 eta: 8:55:03 batch_cost: 1.0723 data_cost: 0.0015 ips: 7.4606 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:41:52] ppdet.engine.callbacks INFO: Epoch: [65] [ 30/264] learning_rate: 0.000100 loss_class: 2.170038 loss_bbox: 0.189328 loss_giou: 0.233678 loss_mask: 0.519560 loss_dice: 0.452189 loss_class_aux: 13.719515 loss_bbox_aux: 1.238610 loss_giou_aux: 1.497487 loss_mask_aux: 3.141212 loss_dice_aux: 2.787867 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.443041 loss: 27.099032 eta: 8:54:58 batch_cost: 1.0843 data_cost: 0.0015 ips: 7.3778 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:42:04] ppdet.engine.callbacks INFO: Epoch: [65] [ 40/264] learning_rate: 0.000100 loss_class: 2.214639 loss_bbox: 0.146755 loss_giou: 0.212943 loss_mask: 0.390518 loss_dice: 0.406470 loss_class_aux: 14.278430 loss_bbox_aux: 1.051533 loss_giou_aux: 1.417874 loss_mask_aux: 2.349528 loss_dice_aux: 2.488137 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.081153 eta: 8:54:55 batch_cost: 1.1788 data_cost: 0.0015 ips: 6.7864 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:42:17] ppdet.engine.callbacks INFO: Epoch: [65] [ 50/264] learning_rate: 0.000100 loss_class: 2.169154 loss_bbox: 0.157832 loss_giou: 0.250486 loss_mask: 0.439155 loss_dice: 0.472165 loss_class_aux: 13.751808 loss_bbox_aux: 1.052423 loss_giou_aux: 1.588938 loss_mask_aux: 2.666833 loss_dice_aux: 2.948474 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.154022 eta: 8:54:52 batch_cost: 1.2024 data_cost: 0.0014 ips: 6.6535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:42:29] ppdet.engine.callbacks INFO: Epoch: [65] [ 60/264] learning_rate: 0.000100 loss_class: 2.381820 loss_bbox: 0.179319 loss_giou: 0.258684 loss_mask: 0.495006 loss_dice: 0.485490 loss_class_aux: 14.838631 loss_bbox_aux: 1.213768 loss_giou_aux: 1.673035 loss_mask_aux: 2.998718 loss_dice_aux: 3.007126 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.503405 loss: 29.428219 eta: 8:54:49 batch_cost: 1.2208 data_cost: 0.0014 ips: 6.5529 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:42:42] ppdet.engine.callbacks INFO: Epoch: [65] [ 70/264] learning_rate: 0.000100 loss_class: 2.536988 loss_bbox: 0.225332 loss_giou: 0.254143 loss_mask: 0.643585 loss_dice: 0.527472 loss_class_aux: 15.675563 loss_bbox_aux: 1.448285 loss_giou_aux: 1.697315 loss_mask_aux: 3.887697 loss_dice_aux: 3.204120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.444896 loss: 31.980247 eta: 8:54:48 batch_cost: 1.2556 data_cost: 0.0015 ips: 6.3715 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:42:55] ppdet.engine.callbacks INFO: Epoch: [65] [ 80/264] learning_rate: 0.000100 loss_class: 2.132469 loss_bbox: 0.168361 loss_giou: 0.207088 loss_mask: 0.414057 loss_dice: 0.438209 loss_class_aux: 13.506771 loss_bbox_aux: 1.138023 loss_giou_aux: 1.251783 loss_mask_aux: 2.519150 loss_dice_aux: 2.519741 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.001192 eta: 8:54:46 batch_cost: 1.2636 data_cost: 0.0014 ips: 6.3313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:43:07] ppdet.engine.callbacks INFO: Epoch: [65] [ 90/264] learning_rate: 0.000100 loss_class: 2.426408 loss_bbox: 0.170944 loss_giou: 0.214798 loss_mask: 0.476013 loss_dice: 0.486936 loss_class_aux: 15.472183 loss_bbox_aux: 1.191419 loss_giou_aux: 1.424148 loss_mask_aux: 3.059350 loss_dice_aux: 2.987934 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.188139 eta: 8:54:44 batch_cost: 1.2170 data_cost: 0.0014 ips: 6.5736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:43:20] ppdet.engine.callbacks INFO: Epoch: [65] [100/264] learning_rate: 0.000100 loss_class: 2.353135 loss_bbox: 0.193415 loss_giou: 0.239995 loss_mask: 0.520439 loss_dice: 0.480039 loss_class_aux: 15.062560 loss_bbox_aux: 1.351930 loss_giou_aux: 1.548674 loss_mask_aux: 3.123423 loss_dice_aux: 2.935089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.378443 loss: 29.975794 eta: 8:54:41 batch_cost: 1.2187 data_cost: 0.0015 ips: 6.5642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:43:31] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:43:31] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:43:32] ppdet.engine.callbacks INFO: Epoch: [65] [110/264] learning_rate: 0.000100 loss_class: 2.247735 loss_bbox: 0.154927 loss_giou: 0.249454 loss_mask: 0.432421 loss_dice: 0.457363 loss_class_aux: 14.774997 loss_bbox_aux: 1.021738 loss_giou_aux: 1.539775 loss_mask_aux: 2.484392 loss_dice_aux: 2.755774 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.775945 loss: 26.757375 eta: 8:54:38 batch_cost: 1.2173 data_cost: 0.0014 ips: 6.5717 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:43:44] ppdet.engine.callbacks INFO: Epoch: [65] [120/264] learning_rate: 0.000100 loss_class: 2.194798 loss_bbox: 0.193459 loss_giou: 0.265202 loss_mask: 0.460775 loss_dice: 0.458592 loss_class_aux: 13.752721 loss_bbox_aux: 1.299791 loss_giou_aux: 1.667163 loss_mask_aux: 2.832017 loss_dice_aux: 2.860806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.557471 loss: 27.784981 eta: 8:54:34 batch_cost: 1.1445 data_cost: 0.0014 ips: 6.9900 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:43:56] ppdet.engine.callbacks INFO: Epoch: [65] [130/264] learning_rate: 0.000100 loss_class: 2.154752 loss_bbox: 0.159561 loss_giou: 0.229786 loss_mask: 0.435217 loss_dice: 0.402956 loss_class_aux: 14.168601 loss_bbox_aux: 1.022649 loss_giou_aux: 1.465705 loss_mask_aux: 2.603678 loss_dice_aux: 2.509312 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.723495 eta: 8:54:31 batch_cost: 1.2012 data_cost: 0.0014 ips: 6.6598 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:44:08] ppdet.engine.callbacks INFO: Epoch: [65] [140/264] learning_rate: 0.000100 loss_class: 2.227550 loss_bbox: 0.151174 loss_giou: 0.211863 loss_mask: 0.397024 loss_dice: 0.404955 loss_class_aux: 13.439989 loss_bbox_aux: 1.035210 loss_giou_aux: 1.354894 loss_mask_aux: 2.462038 loss_dice_aux: 2.457454 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.282074 eta: 8:54:27 batch_cost: 1.1487 data_cost: 0.0015 ips: 6.9644 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:44:20] ppdet.engine.callbacks INFO: Epoch: [65] [150/264] learning_rate: 0.000100 loss_class: 2.570371 loss_bbox: 0.188852 loss_giou: 0.220009 loss_mask: 0.475375 loss_dice: 0.460146 loss_class_aux: 16.518417 loss_bbox_aux: 1.231784 loss_giou_aux: 1.417877 loss_mask_aux: 2.933226 loss_dice_aux: 2.856524 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.076504 loss: 30.609086 eta: 8:54:24 batch_cost: 1.1846 data_cost: 0.0014 ips: 6.7536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:44:32] ppdet.engine.callbacks INFO: Epoch: [65] [160/264] learning_rate: 0.000100 loss_class: 2.351001 loss_bbox: 0.151775 loss_giou: 0.236802 loss_mask: 0.388663 loss_dice: 0.425801 loss_class_aux: 15.031402 loss_bbox_aux: 1.037338 loss_giou_aux: 1.520037 loss_mask_aux: 2.473956 loss_dice_aux: 2.644614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.860139 eta: 8:54:21 batch_cost: 1.1635 data_cost: 0.0015 ips: 6.8757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:44:44] ppdet.engine.callbacks INFO: Epoch: [65] [170/264] learning_rate: 0.000100 loss_class: 2.326500 loss_bbox: 0.165951 loss_giou: 0.240487 loss_mask: 0.496231 loss_dice: 0.437764 loss_class_aux: 14.229376 loss_bbox_aux: 1.066667 loss_giou_aux: 1.541066 loss_mask_aux: 2.981472 loss_dice_aux: 2.666249 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.669190 eta: 8:54:16 batch_cost: 1.1326 data_cost: 0.0016 ips: 7.0632 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:44:56] ppdet.engine.callbacks INFO: Epoch: [65] [180/264] learning_rate: 0.000100 loss_class: 2.205601 loss_bbox: 0.170706 loss_giou: 0.197096 loss_mask: 0.448929 loss_dice: 0.435256 loss_class_aux: 13.662105 loss_bbox_aux: 1.159768 loss_giou_aux: 1.334255 loss_mask_aux: 2.889317 loss_dice_aux: 2.683663 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.559749 eta: 8:54:13 batch_cost: 1.2059 data_cost: 0.0015 ips: 6.6342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:45:08] ppdet.engine.callbacks INFO: Epoch: [65] [190/264] learning_rate: 0.000100 loss_class: 2.089732 loss_bbox: 0.158989 loss_giou: 0.213201 loss_mask: 0.389495 loss_dice: 0.437517 loss_class_aux: 13.297352 loss_bbox_aux: 1.074710 loss_giou_aux: 1.441949 loss_mask_aux: 2.431105 loss_dice_aux: 2.785496 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.685828 eta: 8:54:09 batch_cost: 1.1526 data_cost: 0.0015 ips: 6.9411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:45:20] ppdet.engine.callbacks INFO: Epoch: [65] [200/264] learning_rate: 0.000100 loss_class: 2.550214 loss_bbox: 0.180963 loss_giou: 0.260444 loss_mask: 0.444130 loss_dice: 0.528626 loss_class_aux: 16.304179 loss_bbox_aux: 1.224965 loss_giou_aux: 1.648915 loss_mask_aux: 2.773345 loss_dice_aux: 3.218845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.567709 loss: 30.087190 eta: 8:54:07 batch_cost: 1.2298 data_cost: 0.0014 ips: 6.5052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:45:32] ppdet.engine.callbacks INFO: Epoch: [65] [210/264] learning_rate: 0.000100 loss_class: 2.306583 loss_bbox: 0.137371 loss_giou: 0.223062 loss_mask: 0.384517 loss_dice: 0.416802 loss_class_aux: 14.643929 loss_bbox_aux: 0.903671 loss_giou_aux: 1.413181 loss_mask_aux: 2.263430 loss_dice_aux: 2.473151 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.817725 loss: 26.310949 eta: 8:54:03 batch_cost: 1.1376 data_cost: 0.0014 ips: 7.0322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:45:44] ppdet.engine.callbacks INFO: Epoch: [65] [220/264] learning_rate: 0.000100 loss_class: 2.085083 loss_bbox: 0.169644 loss_giou: 0.219911 loss_mask: 0.436432 loss_dice: 0.395802 loss_class_aux: 13.179134 loss_bbox_aux: 1.175613 loss_giou_aux: 1.411183 loss_mask_aux: 2.617156 loss_dice_aux: 2.473973 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.869343 eta: 8:54:00 batch_cost: 1.2252 data_cost: 0.0014 ips: 6.5298 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:45:57] ppdet.engine.callbacks INFO: Epoch: [65] [230/264] learning_rate: 0.000100 loss_class: 2.083974 loss_bbox: 0.167524 loss_giou: 0.243541 loss_mask: 0.485769 loss_dice: 0.460980 loss_class_aux: 13.397172 loss_bbox_aux: 1.063064 loss_giou_aux: 1.519158 loss_mask_aux: 2.906814 loss_dice_aux: 2.755311 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.951834 loss: 27.363219 eta: 8:53:57 batch_cost: 1.1985 data_cost: 0.0013 ips: 6.6750 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:46:08] ppdet.engine.callbacks INFO: Epoch: [65] [240/264] learning_rate: 0.000100 loss_class: 2.204414 loss_bbox: 0.178024 loss_giou: 0.229438 loss_mask: 0.425618 loss_dice: 0.430525 loss_class_aux: 14.050169 loss_bbox_aux: 1.165161 loss_giou_aux: 1.474358 loss_mask_aux: 2.599384 loss_dice_aux: 2.660290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.552047 loss: 26.268169 eta: 8:53:53 batch_cost: 1.1247 data_cost: 0.0013 ips: 7.1127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:46:21] ppdet.engine.callbacks INFO: Epoch: [65] [250/264] learning_rate: 0.000100 loss_class: 2.121485 loss_bbox: 0.146842 loss_giou: 0.237783 loss_mask: 0.384973 loss_dice: 0.442376 loss_class_aux: 13.392943 loss_bbox_aux: 0.953930 loss_giou_aux: 1.539795 loss_mask_aux: 2.284454 loss_dice_aux: 2.674543 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.136235 eta: 8:53:50 batch_cost: 1.2423 data_cost: 0.0013 ips: 6.4396 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:46:32] ppdet.engine.callbacks INFO: Epoch: [65] [260/264] learning_rate: 0.000100 loss_class: 2.066009 loss_bbox: 0.185330 loss_giou: 0.224929 loss_mask: 0.423450 loss_dice: 0.431380 loss_class_aux: 12.877160 loss_bbox_aux: 1.206941 loss_giou_aux: 1.447464 loss_mask_aux: 2.730430 loss_dice_aux: 2.636752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.170349 eta: 8:53:46 batch_cost: 1.1193 data_cost: 0.0013 ips: 7.1476 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:47:11] ppdet.engine.callbacks INFO: Epoch: [66] [  0/264] learning_rate: 0.000100 loss_class: 2.009165 loss_bbox: 0.163131 loss_giou: 0.229504 loss_mask: 0.446788 loss_dice: 0.443712 loss_class_aux: 12.386517 loss_bbox_aux: 1.112275 loss_giou_aux: 1.447464 loss_mask_aux: 2.734298 loss_dice_aux: 2.679570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.708198 loss: 25.358416 eta: 8:54:10 batch_cost: 2.3602 data_cost: 1.2486 ips: 3.3895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:47:26] ppdet.engine.callbacks INFO: Epoch: [66] [ 10/264] learning_rate: 0.000100 loss_class: 2.304369 loss_bbox: 0.201175 loss_giou: 0.215567 loss_mask: 0.597821 loss_dice: 0.492316 loss_class_aux: 14.849050 loss_bbox_aux: 1.331355 loss_giou_aux: 1.435878 loss_mask_aux: 3.513834 loss_dice_aux: 3.005758 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.788510 eta: 8:54:12 batch_cost: 1.4516 data_cost: 0.0045 ips: 5.5113 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:47:38] ppdet.engine.callbacks INFO: Epoch: [66] [ 20/264] learning_rate: 0.000100 loss_class: 2.504158 loss_bbox: 0.171934 loss_giou: 0.220259 loss_mask: 0.447019 loss_dice: 0.449027 loss_class_aux: 15.667517 loss_bbox_aux: 1.175364 loss_giou_aux: 1.452450 loss_mask_aux: 2.867142 loss_dice_aux: 2.785282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.310506 eta: 8:54:08 batch_cost: 1.1987 data_cost: 0.0015 ips: 6.6741 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:47:50] ppdet.engine.callbacks INFO: Epoch: [66] [ 30/264] learning_rate: 0.000100 loss_class: 2.132209 loss_bbox: 0.153853 loss_giou: 0.228935 loss_mask: 0.399831 loss_dice: 0.465426 loss_class_aux: 13.397664 loss_bbox_aux: 1.024843 loss_giou_aux: 1.471612 loss_mask_aux: 2.483256 loss_dice_aux: 2.843390 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.679938 loss: 27.018165 eta: 8:54:06 batch_cost: 1.2097 data_cost: 0.0014 ips: 6.6132 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:48:03] ppdet.engine.callbacks INFO: Epoch: [66] [ 40/264] learning_rate: 0.000100 loss_class: 2.025965 loss_bbox: 0.164922 loss_giou: 0.203051 loss_mask: 0.452693 loss_dice: 0.416219 loss_class_aux: 12.731756 loss_bbox_aux: 1.084404 loss_giou_aux: 1.325703 loss_mask_aux: 2.783961 loss_dice_aux: 2.558887 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.262530 eta: 8:54:04 batch_cost: 1.2569 data_cost: 0.0014 ips: 6.3648 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:48:15] ppdet.engine.callbacks INFO: Epoch: [66] [ 50/264] learning_rate: 0.000100 loss_class: 2.152108 loss_bbox: 0.180228 loss_giou: 0.244768 loss_mask: 0.426251 loss_dice: 0.420471 loss_class_aux: 13.853275 loss_bbox_aux: 1.140553 loss_giou_aux: 1.570109 loss_mask_aux: 2.641525 loss_dice_aux: 2.573985 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.365820 loss: 27.374538 eta: 8:53:59 batch_cost: 1.1450 data_cost: 0.0014 ips: 6.9869 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:48:27] ppdet.engine.callbacks INFO: Epoch: [66] [ 60/264] learning_rate: 0.000100 loss_class: 2.155903 loss_bbox: 0.185193 loss_giou: 0.259251 loss_mask: 0.504209 loss_dice: 0.493370 loss_class_aux: 14.049414 loss_bbox_aux: 1.240381 loss_giou_aux: 1.630793 loss_mask_aux: 3.016812 loss_dice_aux: 2.974227 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.414282 eta: 8:53:56 batch_cost: 1.2108 data_cost: 0.0014 ips: 6.6070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:48:39] ppdet.engine.callbacks INFO: Epoch: [66] [ 70/264] learning_rate: 0.000100 loss_class: 2.727537 loss_bbox: 0.203098 loss_giou: 0.239710 loss_mask: 0.513436 loss_dice: 0.519618 loss_class_aux: 17.052771 loss_bbox_aux: 1.338512 loss_giou_aux: 1.528653 loss_mask_aux: 3.125949 loss_dice_aux: 3.161353 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.494043 eta: 8:53:53 batch_cost: 1.1880 data_cost: 0.0014 ips: 6.7339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:48:51] ppdet.engine.callbacks INFO: Epoch: [66] [ 80/264] learning_rate: 0.000100 loss_class: 2.283625 loss_bbox: 0.182117 loss_giou: 0.237015 loss_mask: 0.450418 loss_dice: 0.494595 loss_class_aux: 14.370716 loss_bbox_aux: 1.173457 loss_giou_aux: 1.490079 loss_mask_aux: 2.784349 loss_dice_aux: 2.938185 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.604901 eta: 8:53:49 batch_cost: 1.1391 data_cost: 0.0014 ips: 7.0228 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:49:04] ppdet.engine.callbacks INFO: Epoch: [66] [ 90/264] learning_rate: 0.000100 loss_class: 2.164712 loss_bbox: 0.145346 loss_giou: 0.240408 loss_mask: 0.324704 loss_dice: 0.439227 loss_class_aux: 13.887798 loss_bbox_aux: 0.968010 loss_giou_aux: 1.554213 loss_mask_aux: 2.022024 loss_dice_aux: 2.658451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.195870 eta: 8:53:46 batch_cost: 1.2497 data_cost: 0.0014 ips: 6.4016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:49:15] ppdet.engine.callbacks INFO: Epoch: [66] [100/264] learning_rate: 0.000100 loss_class: 1.988954 loss_bbox: 0.155388 loss_giou: 0.207788 loss_mask: 0.409431 loss_dice: 0.423832 loss_class_aux: 12.773145 loss_bbox_aux: 0.999699 loss_giou_aux: 1.364888 loss_mask_aux: 2.509274 loss_dice_aux: 2.531348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.900044 eta: 8:53:42 batch_cost: 1.1511 data_cost: 0.0016 ips: 6.9497 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:49:27] ppdet.engine.callbacks INFO: Epoch: [66] [110/264] learning_rate: 0.000100 loss_class: 2.362152 loss_bbox: 0.165686 loss_giou: 0.233271 loss_mask: 0.487940 loss_dice: 0.455338 loss_class_aux: 14.712161 loss_bbox_aux: 1.068707 loss_giou_aux: 1.475675 loss_mask_aux: 3.009020 loss_dice_aux: 2.788356 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.906779 eta: 8:53:38 batch_cost: 1.1674 data_cost: 0.0015 ips: 6.8527 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:49:39] ppdet.engine.callbacks INFO: Epoch: [66] [120/264] learning_rate: 0.000100 loss_class: 2.127459 loss_bbox: 0.169270 loss_giou: 0.243699 loss_mask: 0.494604 loss_dice: 0.461194 loss_class_aux: 13.463110 loss_bbox_aux: 1.113718 loss_giou_aux: 1.504151 loss_mask_aux: 2.950345 loss_dice_aux: 2.852623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.611304 eta: 8:53:35 batch_cost: 1.1684 data_cost: 0.0014 ips: 6.8468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:49:51] ppdet.engine.callbacks INFO: Epoch: [66] [130/264] learning_rate: 0.000100 loss_class: 2.256577 loss_bbox: 0.165082 loss_giou: 0.265509 loss_mask: 0.374892 loss_dice: 0.453393 loss_class_aux: 14.308083 loss_bbox_aux: 1.107923 loss_giou_aux: 1.665513 loss_mask_aux: 2.311447 loss_dice_aux: 2.774010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.779985 loss: 26.840405 eta: 8:53:31 batch_cost: 1.1716 data_cost: 0.0014 ips: 6.8284 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:50:06] ppdet.engine.callbacks INFO: Epoch: [66] [140/264] learning_rate: 0.000100 loss_class: 2.303485 loss_bbox: 0.168409 loss_giou: 0.251849 loss_mask: 0.480023 loss_dice: 0.476367 loss_class_aux: 14.679032 loss_bbox_aux: 1.108995 loss_giou_aux: 1.611453 loss_mask_aux: 2.922380 loss_dice_aux: 2.873851 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.099807 eta: 8:53:32 batch_cost: 1.4221 data_cost: 0.0014 ips: 5.6256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:50:24] ppdet.engine.callbacks INFO: Epoch: [66] [150/264] learning_rate: 0.000100 loss_class: 2.316554 loss_bbox: 0.192753 loss_giou: 0.248702 loss_mask: 0.478177 loss_dice: 0.515020 loss_class_aux: 14.872760 loss_bbox_aux: 1.234517 loss_giou_aux: 1.547032 loss_mask_aux: 2.926119 loss_dice_aux: 3.144301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.355373 eta: 8:53:41 batch_cost: 1.8037 data_cost: 0.0014 ips: 4.4352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:50:39] ppdet.engine.callbacks INFO: Epoch: [66] [160/264] learning_rate: 0.000100 loss_class: 2.280613 loss_bbox: 0.192822 loss_giou: 0.234506 loss_mask: 0.521663 loss_dice: 0.476038 loss_class_aux: 14.705282 loss_bbox_aux: 1.199739 loss_giou_aux: 1.475635 loss_mask_aux: 3.133624 loss_dice_aux: 2.805015 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.053075 eta: 8:53:42 batch_cost: 1.4199 data_cost: 0.0014 ips: 5.6342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:50:51] ppdet.engine.callbacks INFO: Epoch: [66] [170/264] learning_rate: 0.000100 loss_class: 2.223510 loss_bbox: 0.165657 loss_giou: 0.220824 loss_mask: 0.470701 loss_dice: 0.425431 loss_class_aux: 14.447881 loss_bbox_aux: 1.127168 loss_giou_aux: 1.383617 loss_mask_aux: 2.833090 loss_dice_aux: 2.642417 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.518824 eta: 8:53:38 batch_cost: 1.1756 data_cost: 0.0014 ips: 6.8051 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:51:02] ppdet.engine.callbacks INFO: Epoch: [66] [180/264] learning_rate: 0.000100 loss_class: 2.096588 loss_bbox: 0.171021 loss_giou: 0.226283 loss_mask: 0.414476 loss_dice: 0.412147 loss_class_aux: 12.875211 loss_bbox_aux: 1.098307 loss_giou_aux: 1.446526 loss_mask_aux: 2.505086 loss_dice_aux: 2.493880 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.625698 loss: 24.559575 eta: 8:53:34 batch_cost: 1.1425 data_cost: 0.0015 ips: 7.0023 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:51:14] ppdet.engine.callbacks INFO: Epoch: [66] [190/264] learning_rate: 0.000100 loss_class: 2.200034 loss_bbox: 0.179951 loss_giou: 0.237039 loss_mask: 0.476622 loss_dice: 0.474370 loss_class_aux: 13.906792 loss_bbox_aux: 1.228611 loss_giou_aux: 1.504685 loss_mask_aux: 2.849503 loss_dice_aux: 2.808992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.712081 eta: 8:53:30 batch_cost: 1.1774 data_cost: 0.0016 ips: 6.7947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:51:21] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:51:21] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:51:26] ppdet.engine.callbacks INFO: Epoch: [66] [200/264] learning_rate: 0.000100 loss_class: 2.181018 loss_bbox: 0.145965 loss_giou: 0.211053 loss_mask: 0.362779 loss_dice: 0.431007 loss_class_aux: 14.038549 loss_bbox_aux: 1.005404 loss_giou_aux: 1.344197 loss_mask_aux: 2.240495 loss_dice_aux: 2.628059 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.379203 eta: 8:53:25 batch_cost: 1.1368 data_cost: 0.0016 ips: 7.0371 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:51:38] ppdet.engine.callbacks INFO: Epoch: [66] [210/264] learning_rate: 0.000100 loss_class: 2.275211 loss_bbox: 0.183768 loss_giou: 0.206677 loss_mask: 0.482595 loss_dice: 0.454864 loss_class_aux: 14.586555 loss_bbox_aux: 1.172495 loss_giou_aux: 1.354136 loss_mask_aux: 2.925441 loss_dice_aux: 2.784613 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.866955 eta: 8:53:22 batch_cost: 1.1691 data_cost: 0.0015 ips: 6.8432 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:51:50] ppdet.engine.callbacks INFO: Epoch: [66] [220/264] learning_rate: 0.000100 loss_class: 2.413432 loss_bbox: 0.160546 loss_giou: 0.267702 loss_mask: 0.388536 loss_dice: 0.478191 loss_class_aux: 15.009221 loss_bbox_aux: 1.069408 loss_giou_aux: 1.736262 loss_mask_aux: 2.461216 loss_dice_aux: 2.983449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.249290 eta: 8:53:18 batch_cost: 1.1725 data_cost: 0.0014 ips: 6.8230 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:52:02] ppdet.engine.callbacks INFO: Epoch: [66] [230/264] learning_rate: 0.000100 loss_class: 2.330157 loss_bbox: 0.161769 loss_giou: 0.216825 loss_mask: 0.392338 loss_dice: 0.439362 loss_class_aux: 14.722590 loss_bbox_aux: 1.093770 loss_giou_aux: 1.414616 loss_mask_aux: 2.445945 loss_dice_aux: 2.735935 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.707555 loss: 26.905635 eta: 8:53:15 batch_cost: 1.2386 data_cost: 0.0013 ips: 6.4587 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:52:14] ppdet.engine.callbacks INFO: Epoch: [66] [240/264] learning_rate: 0.000100 loss_class: 2.426712 loss_bbox: 0.167645 loss_giou: 0.226797 loss_mask: 0.502114 loss_dice: 0.492205 loss_class_aux: 15.909104 loss_bbox_aux: 1.098720 loss_giou_aux: 1.505049 loss_mask_aux: 3.030133 loss_dice_aux: 2.959770 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.479953 loss: 29.057278 eta: 8:53:11 batch_cost: 1.1510 data_cost: 0.0013 ips: 6.9504 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:52:26] ppdet.engine.callbacks INFO: Epoch: [66] [250/264] learning_rate: 0.000100 loss_class: 2.098373 loss_bbox: 0.162054 loss_giou: 0.220387 loss_mask: 0.399660 loss_dice: 0.443553 loss_class_aux: 13.445159 loss_bbox_aux: 1.044045 loss_giou_aux: 1.404398 loss_mask_aux: 2.393528 loss_dice_aux: 2.662080 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.093325 eta: 8:53:07 batch_cost: 1.1668 data_cost: 0.0013 ips: 6.8564 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:52:38] ppdet.engine.callbacks INFO: Epoch: [66] [260/264] learning_rate: 0.000100 loss_class: 2.339232 loss_bbox: 0.153657 loss_giou: 0.227603 loss_mask: 0.428992 loss_dice: 0.429211 loss_class_aux: 14.320166 loss_bbox_aux: 1.062561 loss_giou_aux: 1.458342 loss_mask_aux: 2.540057 loss_dice_aux: 2.660502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.617854 loss: 26.292401 eta: 8:53:02 batch_cost: 1.1330 data_cost: 0.0013 ips: 7.0607 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:53:19] ppdet.engine.callbacks INFO: Epoch: [67] [  0/264] learning_rate: 0.000100 loss_class: 2.467744 loss_bbox: 0.164012 loss_giou: 0.239035 loss_mask: 0.428992 loss_dice: 0.441361 loss_class_aux: 15.376946 loss_bbox_aux: 1.072126 loss_giou_aux: 1.505658 loss_mask_aux: 2.626801 loss_dice_aux: 2.711718 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.617854 loss: 28.463735 eta: 8:53:30 batch_cost: 2.6005 data_cost: 1.4112 ips: 3.0763 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:53:32] ppdet.engine.callbacks INFO: Epoch: [67] [ 10/264] learning_rate: 0.000100 loss_class: 2.490871 loss_bbox: 0.195775 loss_giou: 0.247391 loss_mask: 0.525986 loss_dice: 0.469339 loss_class_aux: 15.464721 loss_bbox_aux: 1.230186 loss_giou_aux: 1.551792 loss_mask_aux: 3.224962 loss_dice_aux: 2.877093 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.517715 eta: 8:53:28 batch_cost: 1.2814 data_cost: 0.0073 ips: 6.2430 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:53:45] ppdet.engine.callbacks INFO: Epoch: [67] [ 20/264] learning_rate: 0.000100 loss_class: 2.195360 loss_bbox: 0.151338 loss_giou: 0.240047 loss_mask: 0.378531 loss_dice: 0.463824 loss_class_aux: 14.163420 loss_bbox_aux: 1.034813 loss_giou_aux: 1.507339 loss_mask_aux: 2.408682 loss_dice_aux: 2.881407 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.356175 loss: 26.104711 eta: 8:53:25 batch_cost: 1.1985 data_cost: 0.0015 ips: 6.6750 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:53:57] ppdet.engine.callbacks INFO: Epoch: [67] [ 30/264] learning_rate: 0.000100 loss_class: 1.984821 loss_bbox: 0.148027 loss_giou: 0.214684 loss_mask: 0.390608 loss_dice: 0.391019 loss_class_aux: 12.959400 loss_bbox_aux: 0.986935 loss_giou_aux: 1.392367 loss_mask_aux: 2.290095 loss_dice_aux: 2.418484 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.542874 loss: 24.235673 eta: 8:53:22 batch_cost: 1.2356 data_cost: 0.0015 ips: 6.4744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:54:09] ppdet.engine.callbacks INFO: Epoch: [67] [ 40/264] learning_rate: 0.000100 loss_class: 2.325483 loss_bbox: 0.194188 loss_giou: 0.221868 loss_mask: 0.527712 loss_dice: 0.469300 loss_class_aux: 15.142750 loss_bbox_aux: 1.329435 loss_giou_aux: 1.463624 loss_mask_aux: 3.337292 loss_dice_aux: 2.850748 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.140866 eta: 8:53:17 batch_cost: 1.1167 data_cost: 0.0014 ips: 7.1643 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:54:20] ppdet.engine.callbacks INFO: Epoch: [67] [ 50/264] learning_rate: 0.000100 loss_class: 2.450061 loss_bbox: 0.151391 loss_giou: 0.252479 loss_mask: 0.361139 loss_dice: 0.491258 loss_class_aux: 14.831286 loss_bbox_aux: 1.035340 loss_giou_aux: 1.614774 loss_mask_aux: 2.517186 loss_dice_aux: 3.045110 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.124798 eta: 8:53:12 batch_cost: 1.1055 data_cost: 0.0015 ips: 7.2368 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:54:33] ppdet.engine.callbacks INFO: Epoch: [67] [ 60/264] learning_rate: 0.000100 loss_class: 2.034071 loss_bbox: 0.165855 loss_giou: 0.221721 loss_mask: 0.449728 loss_dice: 0.447129 loss_class_aux: 12.816908 loss_bbox_aux: 1.092719 loss_giou_aux: 1.375243 loss_mask_aux: 2.695492 loss_dice_aux: 2.592304 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.700902 eta: 8:53:09 batch_cost: 1.2419 data_cost: 0.0015 ips: 6.4416 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:54:45] ppdet.engine.callbacks INFO: Epoch: [67] [ 70/264] learning_rate: 0.000100 loss_class: 2.229549 loss_bbox: 0.190247 loss_giou: 0.238823 loss_mask: 0.523560 loss_dice: 0.469301 loss_class_aux: 13.740539 loss_bbox_aux: 1.221733 loss_giou_aux: 1.589362 loss_mask_aux: 3.336381 loss_dice_aux: 2.865724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.937837 loss: 26.426438 eta: 8:53:06 batch_cost: 1.2307 data_cost: 0.0014 ips: 6.5006 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:54:58] ppdet.engine.callbacks INFO: Epoch: [67] [ 80/264] learning_rate: 0.000100 loss_class: 2.134261 loss_bbox: 0.205241 loss_giou: 0.200289 loss_mask: 0.557430 loss_dice: 0.449984 loss_class_aux: 13.637967 loss_bbox_aux: 1.322272 loss_giou_aux: 1.301996 loss_mask_aux: 3.471873 loss_dice_aux: 2.684616 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.264189 eta: 8:53:03 batch_cost: 1.2278 data_cost: 0.0014 ips: 6.5156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:55:10] ppdet.engine.callbacks INFO: Epoch: [67] [ 90/264] learning_rate: 0.000100 loss_class: 2.252329 loss_bbox: 0.162249 loss_giou: 0.231133 loss_mask: 0.390836 loss_dice: 0.489797 loss_class_aux: 14.660908 loss_bbox_aux: 1.021943 loss_giou_aux: 1.498775 loss_mask_aux: 2.344328 loss_dice_aux: 2.963105 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.676502 loss: 26.297017 eta: 8:53:00 batch_cost: 1.2118 data_cost: 0.0014 ips: 6.6016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:55:22] ppdet.engine.callbacks INFO: Epoch: [67] [100/264] learning_rate: 0.000100 loss_class: 2.334238 loss_bbox: 0.167717 loss_giou: 0.227917 loss_mask: 0.451901 loss_dice: 0.469534 loss_class_aux: 14.388410 loss_bbox_aux: 1.107612 loss_giou_aux: 1.491102 loss_mask_aux: 2.729794 loss_dice_aux: 2.948175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.922446 eta: 8:52:57 batch_cost: 1.2013 data_cost: 0.0014 ips: 6.6595 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:55:35] ppdet.engine.callbacks INFO: Epoch: [67] [110/264] learning_rate: 0.000100 loss_class: 2.369461 loss_bbox: 0.141169 loss_giou: 0.222078 loss_mask: 0.422960 loss_dice: 0.438329 loss_class_aux: 14.593433 loss_bbox_aux: 1.080982 loss_giou_aux: 1.464143 loss_mask_aux: 2.605261 loss_dice_aux: 2.729991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.923657 loss: 26.434283 eta: 8:52:53 batch_cost: 1.2154 data_cost: 0.0017 ips: 6.5823 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:55:46] ppdet.engine.callbacks INFO: Epoch: [67] [120/264] learning_rate: 0.000100 loss_class: 2.175128 loss_bbox: 0.170347 loss_giou: 0.230145 loss_mask: 0.471595 loss_dice: 0.422449 loss_class_aux: 14.459887 loss_bbox_aux: 1.090786 loss_giou_aux: 1.488361 loss_mask_aux: 2.973736 loss_dice_aux: 2.517152 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.468739 loss: 27.327306 eta: 8:52:49 batch_cost: 1.1280 data_cost: 0.0015 ips: 7.0922 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:55:57] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/13 23:55:57] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/13 23:55:58] ppdet.engine.callbacks INFO: Epoch: [67] [130/264] learning_rate: 0.000100 loss_class: 2.381261 loss_bbox: 0.159753 loss_giou: 0.232166 loss_mask: 0.408683 loss_dice: 0.478175 loss_class_aux: 14.932515 loss_bbox_aux: 1.075932 loss_giou_aux: 1.480463 loss_mask_aux: 2.828886 loss_dice_aux: 2.891969 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.411808 loss: 28.255467 eta: 8:52:45 batch_cost: 1.1863 data_cost: 0.0016 ips: 6.7435 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:56:11] ppdet.engine.callbacks INFO: Epoch: [67] [140/264] learning_rate: 0.000100 loss_class: 1.996625 loss_bbox: 0.170600 loss_giou: 0.211744 loss_mask: 0.402125 loss_dice: 0.426587 loss_class_aux: 12.868072 loss_bbox_aux: 1.091239 loss_giou_aux: 1.322483 loss_mask_aux: 2.474593 loss_dice_aux: 2.639783 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.273177 eta: 8:52:42 batch_cost: 1.2514 data_cost: 0.0015 ips: 6.3927 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:56:23] ppdet.engine.callbacks INFO: Epoch: [67] [150/264] learning_rate: 0.000100 loss_class: 2.101851 loss_bbox: 0.171072 loss_giou: 0.231401 loss_mask: 0.384924 loss_dice: 0.460729 loss_class_aux: 13.080585 loss_bbox_aux: 1.127385 loss_giou_aux: 1.453786 loss_mask_aux: 2.438188 loss_dice_aux: 2.820052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.503573 loss: 25.367290 eta: 8:52:37 batch_cost: 1.1342 data_cost: 0.0014 ips: 7.0532 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:56:35] ppdet.engine.callbacks INFO: Epoch: [67] [160/264] learning_rate: 0.000100 loss_class: 2.250543 loss_bbox: 0.163852 loss_giou: 0.240242 loss_mask: 0.442665 loss_dice: 0.455652 loss_class_aux: 14.440364 loss_bbox_aux: 1.113854 loss_giou_aux: 1.538249 loss_mask_aux: 2.666063 loss_dice_aux: 2.791281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.704859 loss: 28.575700 eta: 8:52:34 batch_cost: 1.2088 data_cost: 0.0015 ips: 6.6180 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:56:47] ppdet.engine.callbacks INFO: Epoch: [67] [170/264] learning_rate: 0.000100 loss_class: 2.245561 loss_bbox: 0.162724 loss_giou: 0.222887 loss_mask: 0.439309 loss_dice: 0.447001 loss_class_aux: 14.240142 loss_bbox_aux: 1.014086 loss_giou_aux: 1.468922 loss_mask_aux: 2.697993 loss_dice_aux: 2.726756 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.010400 eta: 8:52:30 batch_cost: 1.1660 data_cost: 0.0015 ips: 6.8609 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:57:00] ppdet.engine.callbacks INFO: Epoch: [67] [180/264] learning_rate: 0.000100 loss_class: 2.249417 loss_bbox: 0.186108 loss_giou: 0.235090 loss_mask: 0.537462 loss_dice: 0.479288 loss_class_aux: 14.484643 loss_bbox_aux: 1.195779 loss_giou_aux: 1.506558 loss_mask_aux: 3.295890 loss_dice_aux: 2.964682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.981787 eta: 8:52:27 batch_cost: 1.2289 data_cost: 0.0015 ips: 6.5097 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:57:11] ppdet.engine.callbacks INFO: Epoch: [67] [190/264] learning_rate: 0.000100 loss_class: 2.307706 loss_bbox: 0.212455 loss_giou: 0.235073 loss_mask: 0.490682 loss_dice: 0.491055 loss_class_aux: 14.632415 loss_bbox_aux: 1.385543 loss_giou_aux: 1.464320 loss_mask_aux: 3.154507 loss_dice_aux: 2.934637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.251757 eta: 8:52:22 batch_cost: 1.1408 data_cost: 0.0015 ips: 7.0124 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:57:23] ppdet.engine.callbacks INFO: Epoch: [67] [200/264] learning_rate: 0.000100 loss_class: 2.229984 loss_bbox: 0.150731 loss_giou: 0.211635 loss_mask: 0.408549 loss_dice: 0.416737 loss_class_aux: 14.328118 loss_bbox_aux: 0.963205 loss_giou_aux: 1.338781 loss_mask_aux: 2.470383 loss_dice_aux: 2.600403 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.573475 eta: 8:52:18 batch_cost: 1.1925 data_cost: 0.0015 ips: 6.7087 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:57:35] ppdet.engine.callbacks INFO: Epoch: [67] [210/264] learning_rate: 0.000100 loss_class: 2.279886 loss_bbox: 0.164740 loss_giou: 0.238829 loss_mask: 0.465249 loss_dice: 0.432359 loss_class_aux: 14.047501 loss_bbox_aux: 1.203975 loss_giou_aux: 1.512151 loss_mask_aux: 2.829623 loss_dice_aux: 2.681134 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.939960 loss: 26.710688 eta: 8:52:15 batch_cost: 1.1868 data_cost: 0.0014 ips: 6.7407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:57:53] ppdet.engine.callbacks INFO: Epoch: [67] [220/264] learning_rate: 0.000100 loss_class: 2.093847 loss_bbox: 0.165523 loss_giou: 0.225959 loss_mask: 0.438840 loss_dice: 0.435465 loss_class_aux: 13.361150 loss_bbox_aux: 1.085273 loss_giou_aux: 1.454788 loss_mask_aux: 2.634715 loss_dice_aux: 2.606212 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.121840 eta: 8:52:21 batch_cost: 1.7364 data_cost: 0.0020 ips: 4.6073 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:58:13] ppdet.engine.callbacks INFO: Epoch: [67] [230/264] learning_rate: 0.000100 loss_class: 2.081115 loss_bbox: 0.143408 loss_giou: 0.234421 loss_mask: 0.373076 loss_dice: 0.426631 loss_class_aux: 13.059038 loss_bbox_aux: 0.928312 loss_giou_aux: 1.477722 loss_mask_aux: 2.150695 loss_dice_aux: 2.637157 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.791720 loss: 24.829188 eta: 8:52:32 batch_cost: 1.9564 data_cost: 0.0013 ips: 4.0892 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:58:33] ppdet.engine.callbacks INFO: Epoch: [67] [240/264] learning_rate: 0.000100 loss_class: 2.521991 loss_bbox: 0.175692 loss_giou: 0.231471 loss_mask: 0.525456 loss_dice: 0.497338 loss_class_aux: 16.400583 loss_bbox_aux: 1.163981 loss_giou_aux: 1.479126 loss_mask_aux: 3.173689 loss_dice_aux: 2.978097 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.690532 loss: 29.124569 eta: 8:52:43 batch_cost: 1.9504 data_cost: 0.0012 ips: 4.1017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:58:52] ppdet.engine.callbacks INFO: Epoch: [67] [250/264] learning_rate: 0.000100 loss_class: 2.294174 loss_bbox: 0.184043 loss_giou: 0.215371 loss_mask: 0.500817 loss_dice: 0.453953 loss_class_aux: 14.907829 loss_bbox_aux: 1.183796 loss_giou_aux: 1.384706 loss_mask_aux: 3.135782 loss_dice_aux: 2.749683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.074913 eta: 8:52:54 batch_cost: 1.9502 data_cost: 0.0013 ips: 4.1020 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:59:13] ppdet.engine.callbacks INFO: Epoch: [67] [260/264] learning_rate: 0.000100 loss_class: 2.340279 loss_bbox: 0.190882 loss_giou: 0.244392 loss_mask: 0.493042 loss_dice: 0.454279 loss_class_aux: 14.167890 loss_bbox_aux: 1.242050 loss_giou_aux: 1.521249 loss_mask_aux: 3.187484 loss_dice_aux: 2.809646 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.852210 eta: 8:53:07 batch_cost: 2.0267 data_cost: 0.0013 ips: 3.9473 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/13 23:59:55] ppdet.engine.callbacks INFO: Epoch: [68] [  0/264] learning_rate: 0.000100 loss_class: 2.252825 loss_bbox: 0.190882 loss_giou: 0.239107 loss_mask: 0.443140 loss_dice: 0.462923 loss_class_aux: 13.855766 loss_bbox_aux: 1.242050 loss_giou_aux: 1.529342 loss_mask_aux: 2.749279 loss_dice_aux: 2.792205 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.425509 loss: 26.726728 eta: 8:53:35 batch_cost: 3.2390 data_cost: 1.2880 ips: 2.4699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:00:09] ppdet.engine.callbacks INFO: Epoch: [68] [ 10/264] learning_rate: 0.000100 loss_class: 2.473985 loss_bbox: 0.175314 loss_giou: 0.258081 loss_mask: 0.412604 loss_dice: 0.510880 loss_class_aux: 15.597620 loss_bbox_aux: 1.210608 loss_giou_aux: 1.680938 loss_mask_aux: 2.598437 loss_dice_aux: 3.191693 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.471272 eta: 8:53:35 batch_cost: 1.4057 data_cost: 0.0118 ips: 5.6910 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:00:22] ppdet.engine.callbacks INFO: Epoch: [68] [ 20/264] learning_rate: 0.000100 loss_class: 2.153490 loss_bbox: 0.162822 loss_giou: 0.214112 loss_mask: 0.386871 loss_dice: 0.399868 loss_class_aux: 13.615967 loss_bbox_aux: 1.061283 loss_giou_aux: 1.401028 loss_mask_aux: 2.243247 loss_dice_aux: 2.454803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.741633 loss: 25.777029 eta: 8:53:32 batch_cost: 1.2384 data_cost: 0.0016 ips: 6.4598 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:00:38] ppdet.engine.callbacks INFO: Epoch: [68] [ 30/264] learning_rate: 0.000100 loss_class: 2.376483 loss_bbox: 0.194711 loss_giou: 0.241927 loss_mask: 0.565191 loss_dice: 0.467012 loss_class_aux: 14.897040 loss_bbox_aux: 1.279910 loss_giou_aux: 1.566815 loss_mask_aux: 3.382754 loss_dice_aux: 2.891883 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.663253 loss: 29.663462 eta: 8:53:35 batch_cost: 1.5433 data_cost: 0.0014 ips: 5.1836 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:00:58] ppdet.engine.callbacks INFO: Epoch: [68] [ 40/264] learning_rate: 0.000100 loss_class: 2.181381 loss_bbox: 0.165507 loss_giou: 0.244946 loss_mask: 0.402222 loss_dice: 0.423199 loss_class_aux: 13.966072 loss_bbox_aux: 1.089946 loss_giou_aux: 1.587299 loss_mask_aux: 2.473306 loss_dice_aux: 2.665496 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595435 loss: 26.219144 eta: 8:53:47 batch_cost: 2.0194 data_cost: 0.0014 ips: 3.9616 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:01:15] ppdet.engine.callbacks INFO: Epoch: [68] [ 50/264] learning_rate: 0.000100 loss_class: 2.502865 loss_bbox: 0.195474 loss_giou: 0.213904 loss_mask: 0.588731 loss_dice: 0.472511 loss_class_aux: 15.417203 loss_bbox_aux: 1.330452 loss_giou_aux: 1.408815 loss_mask_aux: 3.529243 loss_dice_aux: 2.909293 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.241540 eta: 8:53:51 batch_cost: 1.6225 data_cost: 0.0014 ips: 4.9307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:01:26] ppdet.engine.callbacks INFO: Epoch: [68] [ 60/264] learning_rate: 0.000100 loss_class: 2.202676 loss_bbox: 0.148759 loss_giou: 0.219771 loss_mask: 0.417731 loss_dice: 0.430411 loss_class_aux: 14.043729 loss_bbox_aux: 0.946042 loss_giou_aux: 1.433828 loss_mask_aux: 2.603661 loss_dice_aux: 2.608623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.635897 loss: 25.801163 eta: 8:53:45 batch_cost: 1.0622 data_cost: 0.0022 ips: 7.5313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:01:39] ppdet.engine.callbacks INFO: Epoch: [68] [ 70/264] learning_rate: 0.000100 loss_class: 2.267574 loss_bbox: 0.162624 loss_giou: 0.222124 loss_mask: 0.432173 loss_dice: 0.454123 loss_class_aux: 14.033788 loss_bbox_aux: 1.104277 loss_giou_aux: 1.428280 loss_mask_aux: 2.825157 loss_dice_aux: 2.754492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.320630 loss: 27.335063 eta: 8:53:42 batch_cost: 1.2616 data_cost: 0.0015 ips: 6.3411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:01:50] ppdet.engine.callbacks INFO: Epoch: [68] [ 80/264] learning_rate: 0.000100 loss_class: 2.423668 loss_bbox: 0.178605 loss_giou: 0.227684 loss_mask: 0.518068 loss_dice: 0.461209 loss_class_aux: 15.455157 loss_bbox_aux: 1.208634 loss_giou_aux: 1.413293 loss_mask_aux: 3.102129 loss_dice_aux: 2.789459 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.329806 eta: 8:53:38 batch_cost: 1.1641 data_cost: 0.0015 ips: 6.8724 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:02:03] ppdet.engine.callbacks INFO: Epoch: [68] [ 90/264] learning_rate: 0.000100 loss_class: 1.977273 loss_bbox: 0.151476 loss_giou: 0.194233 loss_mask: 0.440684 loss_dice: 0.381829 loss_class_aux: 12.978636 loss_bbox_aux: 0.956226 loss_giou_aux: 1.302589 loss_mask_aux: 2.665050 loss_dice_aux: 2.343696 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.839033 eta: 8:53:34 batch_cost: 1.1984 data_cost: 0.0015 ips: 6.6755 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:02:15] ppdet.engine.callbacks INFO: Epoch: [68] [100/264] learning_rate: 0.000100 loss_class: 2.028301 loss_bbox: 0.171160 loss_giou: 0.224798 loss_mask: 0.452389 loss_dice: 0.434416 loss_class_aux: 13.190235 loss_bbox_aux: 1.099945 loss_giou_aux: 1.438299 loss_mask_aux: 2.595439 loss_dice_aux: 2.633986 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.510803 loss: 25.115650 eta: 8:53:30 batch_cost: 1.2001 data_cost: 0.0014 ips: 6.6661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:02:26] ppdet.engine.callbacks INFO: Epoch: [68] [110/264] learning_rate: 0.000100 loss_class: 2.268108 loss_bbox: 0.165458 loss_giou: 0.228225 loss_mask: 0.527911 loss_dice: 0.470692 loss_class_aux: 13.544884 loss_bbox_aux: 1.057066 loss_giou_aux: 1.464860 loss_mask_aux: 2.989778 loss_dice_aux: 2.840769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.263750 loss: 27.014867 eta: 8:53:24 batch_cost: 1.0902 data_cost: 0.0014 ips: 7.3384 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:02:38] ppdet.engine.callbacks INFO: Epoch: [68] [120/264] learning_rate: 0.000100 loss_class: 2.118840 loss_bbox: 0.159534 loss_giou: 0.210729 loss_mask: 0.398072 loss_dice: 0.395301 loss_class_aux: 13.095541 loss_bbox_aux: 1.055836 loss_giou_aux: 1.354898 loss_mask_aux: 2.473100 loss_dice_aux: 2.445047 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.251569 loss: 25.340369 eta: 8:53:20 batch_cost: 1.1917 data_cost: 0.0014 ips: 6.7132 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:02:50] ppdet.engine.callbacks INFO: Epoch: [68] [130/264] learning_rate: 0.000100 loss_class: 2.292706 loss_bbox: 0.176323 loss_giou: 0.254980 loss_mask: 0.446775 loss_dice: 0.482602 loss_class_aux: 14.358810 loss_bbox_aux: 1.193849 loss_giou_aux: 1.561239 loss_mask_aux: 2.798167 loss_dice_aux: 2.915862 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.760685 loss: 27.805326 eta: 8:53:16 batch_cost: 1.1881 data_cost: 0.0015 ips: 6.7332 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:03:03] ppdet.engine.callbacks INFO: Epoch: [68] [140/264] learning_rate: 0.000100 loss_class: 2.023242 loss_bbox: 0.157545 loss_giou: 0.221326 loss_mask: 0.409001 loss_dice: 0.432675 loss_class_aux: 13.012516 loss_bbox_aux: 0.994189 loss_giou_aux: 1.402109 loss_mask_aux: 2.492287 loss_dice_aux: 2.606814 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.825773 loss: 25.489093 eta: 8:53:13 batch_cost: 1.2318 data_cost: 0.0014 ips: 6.4945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:03:15] ppdet.engine.callbacks INFO: Epoch: [68] [150/264] learning_rate: 0.000100 loss_class: 2.095367 loss_bbox: 0.141114 loss_giou: 0.209958 loss_mask: 0.387628 loss_dice: 0.401042 loss_class_aux: 12.998486 loss_bbox_aux: 0.944974 loss_giou_aux: 1.385094 loss_mask_aux: 2.430476 loss_dice_aux: 2.393257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.398458 loss: 24.739438 eta: 8:53:09 batch_cost: 1.2170 data_cost: 0.0014 ips: 6.5737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:03:27] ppdet.engine.callbacks INFO: Epoch: [68] [160/264] learning_rate: 0.000100 loss_class: 2.095142 loss_bbox: 0.136409 loss_giou: 0.235088 loss_mask: 0.441944 loss_dice: 0.453293 loss_class_aux: 13.224586 loss_bbox_aux: 0.896473 loss_giou_aux: 1.530520 loss_mask_aux: 2.488410 loss_dice_aux: 2.753928 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.455066 loss: 25.217057 eta: 8:53:05 batch_cost: 1.1743 data_cost: 0.0015 ips: 6.8125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:03:41] ppdet.engine.callbacks INFO: Epoch: [68] [170/264] learning_rate: 0.000100 loss_class: 2.065018 loss_bbox: 0.157835 loss_giou: 0.227890 loss_mask: 0.391436 loss_dice: 0.434453 loss_class_aux: 12.932077 loss_bbox_aux: 1.033157 loss_giou_aux: 1.454183 loss_mask_aux: 2.478512 loss_dice_aux: 2.727127 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.579909 loss: 25.736828 eta: 8:53:03 batch_cost: 1.2894 data_cost: 0.0014 ips: 6.2043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:03:53] ppdet.engine.callbacks INFO: Epoch: [68] [180/264] learning_rate: 0.000100 loss_class: 2.194508 loss_bbox: 0.156028 loss_giou: 0.238159 loss_mask: 0.377107 loss_dice: 0.438138 loss_class_aux: 13.997152 loss_bbox_aux: 1.008852 loss_giou_aux: 1.489917 loss_mask_aux: 2.283563 loss_dice_aux: 2.662999 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.926723 loss: 26.859747 eta: 8:52:59 batch_cost: 1.2189 data_cost: 0.0016 ips: 6.5633 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:04:10] ppdet.engine.callbacks INFO: Epoch: [68] [190/264] learning_rate: 0.000100 loss_class: 2.575639 loss_bbox: 0.179575 loss_giou: 0.255049 loss_mask: 0.481703 loss_dice: 0.507227 loss_class_aux: 16.082954 loss_bbox_aux: 1.176382 loss_giou_aux: 1.581044 loss_mask_aux: 3.124231 loss_dice_aux: 3.068613 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.539359 loss: 30.041080 eta: 8:53:05 batch_cost: 1.6999 data_cost: 0.0015 ips: 4.7062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:04:23] ppdet.engine.callbacks INFO: Epoch: [68] [200/264] learning_rate: 0.000100 loss_class: 2.183754 loss_bbox: 0.138686 loss_giou: 0.213714 loss_mask: 0.363763 loss_dice: 0.453200 loss_class_aux: 13.929077 loss_bbox_aux: 0.910960 loss_giou_aux: 1.398167 loss_mask_aux: 2.221919 loss_dice_aux: 2.703835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.434326 eta: 8:53:01 batch_cost: 1.2256 data_cost: 0.0014 ips: 6.5273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:04:26] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:04:26] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:04:35] ppdet.engine.callbacks INFO: Epoch: [68] [210/264] learning_rate: 0.000100 loss_class: 2.047187 loss_bbox: 0.185451 loss_giou: 0.208911 loss_mask: 0.510774 loss_dice: 0.449064 loss_class_aux: 12.799842 loss_bbox_aux: 1.223029 loss_giou_aux: 1.310658 loss_mask_aux: 3.066464 loss_dice_aux: 2.709807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.499927 loss: 25.734632 eta: 8:52:57 batch_cost: 1.1965 data_cost: 0.0014 ips: 6.6861 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:04:48] ppdet.engine.callbacks INFO: Epoch: [68] [220/264] learning_rate: 0.000100 loss_class: 2.350655 loss_bbox: 0.163428 loss_giou: 0.242696 loss_mask: 0.395215 loss_dice: 0.438690 loss_class_aux: 15.006660 loss_bbox_aux: 1.089704 loss_giou_aux: 1.527065 loss_mask_aux: 2.406509 loss_dice_aux: 2.718848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.816549 loss: 27.621300 eta: 8:52:54 batch_cost: 1.2423 data_cost: 0.0014 ips: 6.4397 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:05:00] ppdet.engine.callbacks INFO: Epoch: [68] [230/264] learning_rate: 0.000100 loss_class: 2.357395 loss_bbox: 0.151885 loss_giou: 0.198660 loss_mask: 0.383495 loss_dice: 0.406204 loss_class_aux: 14.949099 loss_bbox_aux: 1.006225 loss_giou_aux: 1.278696 loss_mask_aux: 2.428721 loss_dice_aux: 2.449013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.212818 eta: 8:52:51 batch_cost: 1.2431 data_cost: 0.0012 ips: 6.4353 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:05:13] ppdet.engine.callbacks INFO: Epoch: [68] [240/264] learning_rate: 0.000100 loss_class: 2.310307 loss_bbox: 0.187229 loss_giou: 0.217224 loss_mask: 0.531487 loss_dice: 0.465236 loss_class_aux: 14.878045 loss_bbox_aux: 1.180094 loss_giou_aux: 1.402003 loss_mask_aux: 3.205472 loss_dice_aux: 2.861593 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.573714 eta: 8:52:48 batch_cost: 1.2292 data_cost: 0.0012 ips: 6.5083 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:05:25] ppdet.engine.callbacks INFO: Epoch: [68] [250/264] learning_rate: 0.000100 loss_class: 2.590827 loss_bbox: 0.226456 loss_giou: 0.251678 loss_mask: 0.580609 loss_dice: 0.509158 loss_class_aux: 16.319367 loss_bbox_aux: 1.414711 loss_giou_aux: 1.563834 loss_mask_aux: 3.730420 loss_dice_aux: 3.115204 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 31.442146 eta: 8:52:44 batch_cost: 1.2169 data_cost: 0.0013 ips: 6.5740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:05:38] ppdet.engine.callbacks INFO: Epoch: [68] [260/264] learning_rate: 0.000100 loss_class: 2.374233 loss_bbox: 0.156866 loss_giou: 0.213777 loss_mask: 0.435818 loss_dice: 0.463422 loss_class_aux: 15.473499 loss_bbox_aux: 1.085784 loss_giou_aux: 1.365812 loss_mask_aux: 2.864669 loss_dice_aux: 2.745848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.064857 eta: 8:52:41 batch_cost: 1.2586 data_cost: 0.0012 ips: 6.3563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:06:23] ppdet.engine.callbacks INFO: Epoch: [69] [  0/264] learning_rate: 0.000100 loss_class: 2.418592 loss_bbox: 0.189855 loss_giou: 0.221875 loss_mask: 0.465945 loss_dice: 0.477812 loss_class_aux: 15.670283 loss_bbox_aux: 1.202329 loss_giou_aux: 1.441528 loss_mask_aux: 2.797688 loss_dice_aux: 2.822480 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.405641 eta: 8:53:12 batch_cost: 2.9532 data_cost: 1.6657 ips: 2.7089 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:06:37] ppdet.engine.callbacks INFO: Epoch: [69] [ 10/264] learning_rate: 0.000100 loss_class: 1.979108 loss_bbox: 0.142850 loss_giou: 0.216857 loss_mask: 0.400904 loss_dice: 0.427306 loss_class_aux: 12.854309 loss_bbox_aux: 1.009966 loss_giou_aux: 1.427341 loss_mask_aux: 2.423054 loss_dice_aux: 2.543678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.195253 eta: 8:53:11 batch_cost: 1.4022 data_cost: 0.0054 ips: 5.7054 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:06:49] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:06:49] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:06:50] ppdet.engine.callbacks INFO: Epoch: [69] [ 20/264] learning_rate: 0.000100 loss_class: 2.335150 loss_bbox: 0.164245 loss_giou: 0.226416 loss_mask: 0.433046 loss_dice: 0.457937 loss_class_aux: 14.586075 loss_bbox_aux: 1.157378 loss_giou_aux: 1.515082 loss_mask_aux: 2.829371 loss_dice_aux: 2.832680 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.359349 loss: 26.928398 eta: 8:53:09 batch_cost: 1.2733 data_cost: 0.0015 ips: 6.2828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:07:02] ppdet.engine.callbacks INFO: Epoch: [69] [ 30/264] learning_rate: 0.000100 loss_class: 1.926596 loss_bbox: 0.139505 loss_giou: 0.214301 loss_mask: 0.325416 loss_dice: 0.386323 loss_class_aux: 12.310045 loss_bbox_aux: 0.915393 loss_giou_aux: 1.387000 loss_mask_aux: 2.000831 loss_dice_aux: 2.372419 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.910549 eta: 8:53:05 batch_cost: 1.1993 data_cost: 0.0020 ips: 6.6704 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:07:14] ppdet.engine.callbacks INFO: Epoch: [69] [ 40/264] learning_rate: 0.000100 loss_class: 2.038479 loss_bbox: 0.142577 loss_giou: 0.233929 loss_mask: 0.345635 loss_dice: 0.470550 loss_class_aux: 13.401195 loss_bbox_aux: 0.944502 loss_giou_aux: 1.485536 loss_mask_aux: 2.051908 loss_dice_aux: 2.863087 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.745114 loss: 25.325387 eta: 8:53:00 batch_cost: 1.1419 data_cost: 0.0015 ips: 7.0056 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:07:26] ppdet.engine.callbacks INFO: Epoch: [69] [ 50/264] learning_rate: 0.000100 loss_class: 2.127627 loss_bbox: 0.162045 loss_giou: 0.226191 loss_mask: 0.428117 loss_dice: 0.450409 loss_class_aux: 13.595140 loss_bbox_aux: 1.096644 loss_giou_aux: 1.480960 loss_mask_aux: 2.610132 loss_dice_aux: 2.801846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.927830 eta: 8:52:55 batch_cost: 1.1965 data_cost: 0.0016 ips: 6.6859 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:07:38] ppdet.engine.callbacks INFO: Epoch: [69] [ 60/264] learning_rate: 0.000100 loss_class: 2.094862 loss_bbox: 0.150006 loss_giou: 0.203100 loss_mask: 0.376592 loss_dice: 0.406879 loss_class_aux: 13.234808 loss_bbox_aux: 1.064233 loss_giou_aux: 1.339422 loss_mask_aux: 2.543463 loss_dice_aux: 2.482691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.738589 loss: 25.665008 eta: 8:52:50 batch_cost: 1.1276 data_cost: 0.0014 ips: 7.0950 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:07:49] ppdet.engine.callbacks INFO: Epoch: [69] [ 70/264] learning_rate: 0.000100 loss_class: 2.212808 loss_bbox: 0.181220 loss_giou: 0.232806 loss_mask: 0.467221 loss_dice: 0.472163 loss_class_aux: 14.795456 loss_bbox_aux: 1.146515 loss_giou_aux: 1.473311 loss_mask_aux: 2.774517 loss_dice_aux: 2.759820 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.088715 eta: 8:52:45 batch_cost: 1.1282 data_cost: 0.0015 ips: 7.0908 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:08:02] ppdet.engine.callbacks INFO: Epoch: [69] [ 80/264] learning_rate: 0.000100 loss_class: 1.981071 loss_bbox: 0.138789 loss_giou: 0.194128 loss_mask: 0.335560 loss_dice: 0.392500 loss_class_aux: 12.075824 loss_bbox_aux: 0.902794 loss_giou_aux: 1.286577 loss_mask_aux: 2.047049 loss_dice_aux: 2.398942 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.645175 eta: 8:52:40 batch_cost: 1.2020 data_cost: 0.0014 ips: 6.6557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:08:12] ppdet.engine.callbacks INFO: Epoch: [69] [ 90/264] learning_rate: 0.000100 loss_class: 2.246784 loss_bbox: 0.175024 loss_giou: 0.251828 loss_mask: 0.453710 loss_dice: 0.479482 loss_class_aux: 13.941832 loss_bbox_aux: 1.177833 loss_giou_aux: 1.564566 loss_mask_aux: 2.805932 loss_dice_aux: 2.961811 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.327448 eta: 8:52:34 batch_cost: 1.0612 data_cost: 0.0015 ips: 7.5389 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:08:24] ppdet.engine.callbacks INFO: Epoch: [69] [100/264] learning_rate: 0.000100 loss_class: 2.589344 loss_bbox: 0.180459 loss_giou: 0.230882 loss_mask: 0.530773 loss_dice: 0.512741 loss_class_aux: 16.803836 loss_bbox_aux: 1.157100 loss_giou_aux: 1.478473 loss_mask_aux: 3.290536 loss_dice_aux: 3.019799 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.920265 eta: 8:52:28 batch_cost: 1.1241 data_cost: 0.0015 ips: 7.1166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:08:36] ppdet.engine.callbacks INFO: Epoch: [69] [110/264] learning_rate: 0.000100 loss_class: 2.475909 loss_bbox: 0.155002 loss_giou: 0.216933 loss_mask: 0.397880 loss_dice: 0.443065 loss_class_aux: 15.741645 loss_bbox_aux: 1.057612 loss_giou_aux: 1.412826 loss_mask_aux: 2.544411 loss_dice_aux: 2.760195 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.710862 eta: 8:52:23 batch_cost: 1.1605 data_cost: 0.0015 ips: 6.8937 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:08:48] ppdet.engine.callbacks INFO: Epoch: [69] [120/264] learning_rate: 0.000100 loss_class: 2.145530 loss_bbox: 0.137870 loss_giou: 0.218485 loss_mask: 0.338208 loss_dice: 0.401855 loss_class_aux: 13.618348 loss_bbox_aux: 0.909778 loss_giou_aux: 1.406152 loss_mask_aux: 2.079494 loss_dice_aux: 2.451687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.810794 eta: 8:52:19 batch_cost: 1.1753 data_cost: 0.0015 ips: 6.8066 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:09:00] ppdet.engine.callbacks INFO: Epoch: [69] [130/264] learning_rate: 0.000100 loss_class: 2.379383 loss_bbox: 0.169007 loss_giou: 0.200162 loss_mask: 0.547477 loss_dice: 0.446462 loss_class_aux: 14.748977 loss_bbox_aux: 1.237788 loss_giou_aux: 1.337515 loss_mask_aux: 3.354336 loss_dice_aux: 2.708575 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.131770 eta: 8:52:14 batch_cost: 1.1531 data_cost: 0.0014 ips: 6.9379 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:09:12] ppdet.engine.callbacks INFO: Epoch: [69] [140/264] learning_rate: 0.000100 loss_class: 2.065710 loss_bbox: 0.157073 loss_giou: 0.234002 loss_mask: 0.439497 loss_dice: 0.418221 loss_class_aux: 13.375286 loss_bbox_aux: 1.023098 loss_giou_aux: 1.508295 loss_mask_aux: 2.668965 loss_dice_aux: 2.529723 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.038732 loss: 26.403363 eta: 8:52:09 batch_cost: 1.1685 data_cost: 0.0014 ips: 6.8464 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:09:23] ppdet.engine.callbacks INFO: Epoch: [69] [150/264] learning_rate: 0.000100 loss_class: 2.550186 loss_bbox: 0.185977 loss_giou: 0.229962 loss_mask: 0.494161 loss_dice: 0.477324 loss_class_aux: 16.254091 loss_bbox_aux: 1.189137 loss_giou_aux: 1.489875 loss_mask_aux: 3.025046 loss_dice_aux: 2.892918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.946157 eta: 8:52:03 batch_cost: 1.1196 data_cost: 0.0015 ips: 7.1455 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:09:35] ppdet.engine.callbacks INFO: Epoch: [69] [160/264] learning_rate: 0.000100 loss_class: 2.313052 loss_bbox: 0.159113 loss_giou: 0.266562 loss_mask: 0.373154 loss_dice: 0.515575 loss_class_aux: 14.485878 loss_bbox_aux: 1.049625 loss_giou_aux: 1.714275 loss_mask_aux: 2.208637 loss_dice_aux: 3.033172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.382137 loss: 27.128608 eta: 8:51:58 batch_cost: 1.1422 data_cost: 0.0016 ips: 7.0040 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:09:47] ppdet.engine.callbacks INFO: Epoch: [69] [170/264] learning_rate: 0.000100 loss_class: 2.156619 loss_bbox: 0.156815 loss_giou: 0.232017 loss_mask: 0.377685 loss_dice: 0.430986 loss_class_aux: 14.142058 loss_bbox_aux: 1.055884 loss_giou_aux: 1.491246 loss_mask_aux: 2.504038 loss_dice_aux: 2.673903 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.430223 loss: 28.080521 eta: 8:51:54 batch_cost: 1.2306 data_cost: 0.0016 ips: 6.5007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:09:59] ppdet.engine.callbacks INFO: Epoch: [69] [180/264] learning_rate: 0.000100 loss_class: 1.991807 loss_bbox: 0.170238 loss_giou: 0.222861 loss_mask: 0.440271 loss_dice: 0.421443 loss_class_aux: 12.933923 loss_bbox_aux: 1.123515 loss_giou_aux: 1.418005 loss_mask_aux: 2.699522 loss_dice_aux: 2.576846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.588529 loss: 24.570466 eta: 8:51:50 batch_cost: 1.1629 data_cost: 0.0015 ips: 6.8796 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:10:12] ppdet.engine.callbacks INFO: Epoch: [69] [190/264] learning_rate: 0.000100 loss_class: 2.183340 loss_bbox: 0.170705 loss_giou: 0.237185 loss_mask: 0.511788 loss_dice: 0.445004 loss_class_aux: 14.480056 loss_bbox_aux: 1.133989 loss_giou_aux: 1.519995 loss_mask_aux: 3.065960 loss_dice_aux: 2.660172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.624590 loss: 27.632169 eta: 8:51:47 batch_cost: 1.2971 data_cost: 0.0014 ips: 6.1677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:10:28] ppdet.engine.callbacks INFO: Epoch: [69] [200/264] learning_rate: 0.000100 loss_class: 2.246308 loss_bbox: 0.159660 loss_giou: 0.218078 loss_mask: 0.483128 loss_dice: 0.447022 loss_class_aux: 14.354544 loss_bbox_aux: 1.102443 loss_giou_aux: 1.480577 loss_mask_aux: 3.026449 loss_dice_aux: 2.774681 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.474862 eta: 8:51:49 batch_cost: 1.4978 data_cost: 0.0014 ips: 5.3411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:10:45] ppdet.engine.callbacks INFO: Epoch: [69] [210/264] learning_rate: 0.000100 loss_class: 2.076087 loss_bbox: 0.184207 loss_giou: 0.206742 loss_mask: 0.435645 loss_dice: 0.437211 loss_class_aux: 13.275885 loss_bbox_aux: 1.236086 loss_giou_aux: 1.371988 loss_mask_aux: 2.883497 loss_dice_aux: 2.663773 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.099930 eta: 8:51:54 batch_cost: 1.7287 data_cost: 0.0014 ips: 4.6279 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:10:56] ppdet.engine.callbacks INFO: Epoch: [69] [220/264] learning_rate: 0.000100 loss_class: 2.093590 loss_bbox: 0.156678 loss_giou: 0.225875 loss_mask: 0.475808 loss_dice: 0.485569 loss_class_aux: 13.331934 loss_bbox_aux: 1.046429 loss_giou_aux: 1.449696 loss_mask_aux: 2.797560 loss_dice_aux: 2.874637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.886740 eta: 8:51:48 batch_cost: 1.0816 data_cost: 0.0015 ips: 7.3967 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:11:07] ppdet.engine.callbacks INFO: Epoch: [69] [230/264] learning_rate: 0.000100 loss_class: 2.066359 loss_bbox: 0.188028 loss_giou: 0.235365 loss_mask: 0.497785 loss_dice: 0.464136 loss_class_aux: 13.819401 loss_bbox_aux: 1.249382 loss_giou_aux: 1.478314 loss_mask_aux: 3.013356 loss_dice_aux: 2.800044 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.458054 loss: 28.436058 eta: 8:51:41 batch_cost: 1.0794 data_cost: 0.0017 ips: 7.4118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:11:22] ppdet.engine.callbacks INFO: Epoch: [69] [240/264] learning_rate: 0.000100 loss_class: 1.997102 loss_bbox: 0.143439 loss_giou: 0.216751 loss_mask: 0.435068 loss_dice: 0.408392 loss_class_aux: 12.580839 loss_bbox_aux: 0.952955 loss_giou_aux: 1.381786 loss_mask_aux: 2.649868 loss_dice_aux: 2.520355 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.410456 eta: 8:51:41 batch_cost: 1.4284 data_cost: 0.0013 ips: 5.6008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:11:37] ppdet.engine.callbacks INFO: Epoch: [69] [250/264] learning_rate: 0.000100 loss_class: 2.153853 loss_bbox: 0.149095 loss_giou: 0.238494 loss_mask: 0.407506 loss_dice: 0.431781 loss_class_aux: 13.743450 loss_bbox_aux: 0.982719 loss_giou_aux: 1.565069 loss_mask_aux: 2.555392 loss_dice_aux: 2.631229 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.541363 loss: 25.776824 eta: 8:51:43 batch_cost: 1.5379 data_cost: 0.0013 ips: 5.2019 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:11:49] ppdet.engine.callbacks INFO: Epoch: [69] [260/264] learning_rate: 0.000100 loss_class: 2.134737 loss_bbox: 0.170540 loss_giou: 0.223895 loss_mask: 0.437297 loss_dice: 0.460887 loss_class_aux: 13.332814 loss_bbox_aux: 1.089018 loss_giou_aux: 1.467188 loss_mask_aux: 2.692412 loss_dice_aux: 2.879354 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.281606 eta: 8:51:38 batch_cost: 1.1477 data_cost: 0.0013 ips: 6.9703 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:12:16] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/69
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:12:22] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/69/inference/inference.yml
[05/14 00:12:22] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 00:12:22] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/69/inference
[05/14 00:12:25] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 00:12:46] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 00:13:06] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 00:13:13] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:13:13] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.66s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.533
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.734
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.630
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.401
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.720
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
[05/14 00:13:15] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 4.798146625614204
[05/14 00:13:15] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 00:13:15] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/69
[05/14 00:13:15] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 00:13:15] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 00:13:18] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:13:23] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 00:13:23] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 00:13:24] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 00:13:39] ppdet.engine.callbacks INFO: Epoch: [70] [  0/264] learning_rate: 0.000100 loss_class: 2.212856 loss_bbox: 0.176441 loss_giou: 0.251658 loss_mask: 0.481292 loss_dice: 0.478865 loss_class_aux: 14.297246 loss_bbox_aux: 1.135829 loss_giou_aux: 1.598493 loss_mask_aux: 2.919950 loss_dice_aux: 2.975816 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.873660 eta: 8:52:00 batch_cost: 2.4387 data_cost: 1.2072 ips: 3.2804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:13:43] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:13:43] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:13:54] ppdet.engine.callbacks INFO: Epoch: [70] [ 10/264] learning_rate: 0.000100 loss_class: 2.309675 loss_bbox: 0.157953 loss_giou: 0.251439 loss_mask: 0.499550 loss_dice: 0.475003 loss_class_aux: 15.552225 loss_bbox_aux: 1.164227 loss_giou_aux: 1.612725 loss_mask_aux: 3.051249 loss_dice_aux: 2.849994 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.270208 eta: 8:52:01 batch_cost: 1.4654 data_cost: 0.0068 ips: 5.4593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:14:06] ppdet.engine.callbacks INFO: Epoch: [70] [ 20/264] learning_rate: 0.000100 loss_class: 2.256956 loss_bbox: 0.189169 loss_giou: 0.247097 loss_mask: 0.474585 loss_dice: 0.468942 loss_class_aux: 14.518121 loss_bbox_aux: 1.245285 loss_giou_aux: 1.608074 loss_mask_aux: 2.886384 loss_dice_aux: 2.896932 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.750032 eta: 8:51:56 batch_cost: 1.1484 data_cost: 0.0017 ips: 6.9661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:14:19] ppdet.engine.callbacks INFO: Epoch: [70] [ 30/264] learning_rate: 0.000100 loss_class: 2.127427 loss_bbox: 0.134455 loss_giou: 0.242720 loss_mask: 0.356754 loss_dice: 0.445220 loss_class_aux: 13.716302 loss_bbox_aux: 0.943318 loss_giou_aux: 1.525527 loss_mask_aux: 2.166989 loss_dice_aux: 2.769267 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.182027 loss: 27.602442 eta: 8:51:52 batch_cost: 1.2101 data_cost: 0.0015 ips: 6.6108 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:14:30] ppdet.engine.callbacks INFO: Epoch: [70] [ 40/264] learning_rate: 0.000100 loss_class: 2.284011 loss_bbox: 0.179980 loss_giou: 0.234160 loss_mask: 0.485743 loss_dice: 0.495445 loss_class_aux: 14.306528 loss_bbox_aux: 1.177661 loss_giou_aux: 1.536952 loss_mask_aux: 3.045593 loss_dice_aux: 3.014436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.792554 eta: 8:51:46 batch_cost: 1.1561 data_cost: 0.0015 ips: 6.9201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:14:43] ppdet.engine.callbacks INFO: Epoch: [70] [ 50/264] learning_rate: 0.000100 loss_class: 2.475450 loss_bbox: 0.199852 loss_giou: 0.235111 loss_mask: 0.562675 loss_dice: 0.489816 loss_class_aux: 15.273712 loss_bbox_aux: 1.310344 loss_giou_aux: 1.567985 loss_mask_aux: 3.512589 loss_dice_aux: 2.954223 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.189838 eta: 8:51:42 batch_cost: 1.2014 data_cost: 0.0014 ips: 6.6588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:14:55] ppdet.engine.callbacks INFO: Epoch: [70] [ 60/264] learning_rate: 0.000100 loss_class: 2.097393 loss_bbox: 0.140401 loss_giou: 0.219841 loss_mask: 0.369927 loss_dice: 0.424217 loss_class_aux: 13.650586 loss_bbox_aux: 0.970019 loss_giou_aux: 1.391176 loss_mask_aux: 2.214743 loss_dice_aux: 2.615858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.696607 eta: 8:51:38 batch_cost: 1.2173 data_cost: 0.0014 ips: 6.5721 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:15:07] ppdet.engine.callbacks INFO: Epoch: [70] [ 70/264] learning_rate: 0.000100 loss_class: 2.153056 loss_bbox: 0.178576 loss_giou: 0.240673 loss_mask: 0.544440 loss_dice: 0.471418 loss_class_aux: 13.680789 loss_bbox_aux: 1.209435 loss_giou_aux: 1.517054 loss_mask_aux: 3.335951 loss_dice_aux: 2.806075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.445208 loss: 27.449594 eta: 8:51:33 batch_cost: 1.1803 data_cost: 0.0014 ips: 6.7780 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:15:18] ppdet.engine.callbacks INFO: Epoch: [70] [ 80/264] learning_rate: 0.000100 loss_class: 2.157239 loss_bbox: 0.176710 loss_giou: 0.256533 loss_mask: 0.437302 loss_dice: 0.508626 loss_class_aux: 13.480301 loss_bbox_aux: 1.106300 loss_giou_aux: 1.589026 loss_mask_aux: 2.634118 loss_dice_aux: 2.965333 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.235194 eta: 8:51:27 batch_cost: 1.1072 data_cost: 0.0014 ips: 7.2255 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:15:30] ppdet.engine.callbacks INFO: Epoch: [70] [ 90/264] learning_rate: 0.000100 loss_class: 2.079234 loss_bbox: 0.152356 loss_giou: 0.189436 loss_mask: 0.438291 loss_dice: 0.479874 loss_class_aux: 13.523019 loss_bbox_aux: 1.011901 loss_giou_aux: 1.248562 loss_mask_aux: 2.693959 loss_dice_aux: 2.784881 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.088100 eta: 8:51:21 batch_cost: 1.0885 data_cost: 0.0014 ips: 7.3493 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:15:41] ppdet.engine.callbacks INFO: Epoch: [70] [100/264] learning_rate: 0.000100 loss_class: 2.214670 loss_bbox: 0.169095 loss_giou: 0.230383 loss_mask: 0.452490 loss_dice: 0.466253 loss_class_aux: 14.193847 loss_bbox_aux: 1.090427 loss_giou_aux: 1.464417 loss_mask_aux: 2.724283 loss_dice_aux: 2.722303 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.999837 loss: 27.284345 eta: 8:51:14 batch_cost: 1.0721 data_cost: 0.0016 ips: 7.4617 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:15:52] ppdet.engine.callbacks INFO: Epoch: [70] [110/264] learning_rate: 0.000100 loss_class: 1.977030 loss_bbox: 0.162523 loss_giou: 0.216236 loss_mask: 0.432853 loss_dice: 0.438558 loss_class_aux: 12.644724 loss_bbox_aux: 1.133176 loss_giou_aux: 1.401238 loss_mask_aux: 2.743796 loss_dice_aux: 2.731918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.534727 loss: 25.569405 eta: 8:51:08 batch_cost: 1.0814 data_cost: 0.0014 ips: 7.3979 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:16:03] ppdet.engine.callbacks INFO: Epoch: [70] [120/264] learning_rate: 0.000100 loss_class: 1.983121 loss_bbox: 0.149893 loss_giou: 0.207321 loss_mask: 0.383061 loss_dice: 0.396906 loss_class_aux: 12.499923 loss_bbox_aux: 1.063772 loss_giou_aux: 1.304303 loss_mask_aux: 2.485027 loss_dice_aux: 2.486774 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.137569 eta: 8:51:02 batch_cost: 1.1275 data_cost: 0.0014 ips: 7.0952 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:16:15] ppdet.engine.callbacks INFO: Epoch: [70] [130/264] learning_rate: 0.000100 loss_class: 1.989491 loss_bbox: 0.172575 loss_giou: 0.247082 loss_mask: 0.437057 loss_dice: 0.420781 loss_class_aux: 12.347986 loss_bbox_aux: 1.110462 loss_giou_aux: 1.588261 loss_mask_aux: 2.549976 loss_dice_aux: 2.609692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.410899 loss: 23.879667 eta: 8:50:57 batch_cost: 1.1736 data_cost: 0.0014 ips: 6.8168 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:16:28] ppdet.engine.callbacks INFO: Epoch: [70] [140/264] learning_rate: 0.000100 loss_class: 2.058869 loss_bbox: 0.134638 loss_giou: 0.218163 loss_mask: 0.378021 loss_dice: 0.410147 loss_class_aux: 13.533102 loss_bbox_aux: 0.903158 loss_giou_aux: 1.382834 loss_mask_aux: 2.319905 loss_dice_aux: 2.459659 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.582026 eta: 8:50:53 batch_cost: 1.2369 data_cost: 0.0015 ips: 6.4678 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:16:40] ppdet.engine.callbacks INFO: Epoch: [70] [150/264] learning_rate: 0.000100 loss_class: 2.156705 loss_bbox: 0.168042 loss_giou: 0.240675 loss_mask: 0.419744 loss_dice: 0.444137 loss_class_aux: 13.282222 loss_bbox_aux: 1.079438 loss_giou_aux: 1.542270 loss_mask_aux: 2.417914 loss_dice_aux: 2.718665 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.359694 loss: 25.999935 eta: 8:50:49 batch_cost: 1.2266 data_cost: 0.0014 ips: 6.5223 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:16:53] ppdet.engine.callbacks INFO: Epoch: [70] [160/264] learning_rate: 0.000100 loss_class: 2.433089 loss_bbox: 0.196092 loss_giou: 0.250011 loss_mask: 0.443962 loss_dice: 0.459377 loss_class_aux: 15.228543 loss_bbox_aux: 1.246825 loss_giou_aux: 1.546741 loss_mask_aux: 2.816737 loss_dice_aux: 2.825620 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.623069 loss: 28.001328 eta: 8:50:46 batch_cost: 1.2376 data_cost: 0.0014 ips: 6.4639 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:17:06] ppdet.engine.callbacks INFO: Epoch: [70] [170/264] learning_rate: 0.000100 loss_class: 2.483615 loss_bbox: 0.144624 loss_giou: 0.219159 loss_mask: 0.422288 loss_dice: 0.427127 loss_class_aux: 15.890635 loss_bbox_aux: 0.940178 loss_giou_aux: 1.400240 loss_mask_aux: 2.441889 loss_dice_aux: 2.606908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.851678 loss: 28.380331 eta: 8:50:42 batch_cost: 1.2435 data_cost: 0.0014 ips: 6.4337 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:17:17] ppdet.engine.callbacks INFO: Epoch: [70] [180/264] learning_rate: 0.000100 loss_class: 2.230221 loss_bbox: 0.189411 loss_giou: 0.215278 loss_mask: 0.505746 loss_dice: 0.448644 loss_class_aux: 14.095695 loss_bbox_aux: 1.242524 loss_giou_aux: 1.451880 loss_mask_aux: 3.101922 loss_dice_aux: 2.701164 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.644686 eta: 8:50:37 batch_cost: 1.1462 data_cost: 0.0014 ips: 6.9797 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:17:29] ppdet.engine.callbacks INFO: Epoch: [70] [190/264] learning_rate: 0.000100 loss_class: 2.141088 loss_bbox: 0.159459 loss_giou: 0.222333 loss_mask: 0.449487 loss_dice: 0.470218 loss_class_aux: 13.645387 loss_bbox_aux: 1.083467 loss_giou_aux: 1.427583 loss_mask_aux: 2.635427 loss_dice_aux: 2.893636 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.368996 eta: 8:50:31 batch_cost: 1.1347 data_cost: 0.0015 ips: 7.0504 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:17:41] ppdet.engine.callbacks INFO: Epoch: [70] [200/264] learning_rate: 0.000100 loss_class: 2.574915 loss_bbox: 0.167168 loss_giou: 0.233767 loss_mask: 0.485520 loss_dice: 0.469918 loss_class_aux: 16.232344 loss_bbox_aux: 1.163512 loss_giou_aux: 1.549764 loss_mask_aux: 3.044400 loss_dice_aux: 2.917519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.740334 eta: 8:50:26 batch_cost: 1.1849 data_cost: 0.0015 ips: 6.7517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:17:53] ppdet.engine.callbacks INFO: Epoch: [70] [210/264] learning_rate: 0.000100 loss_class: 2.447327 loss_bbox: 0.164342 loss_giou: 0.243748 loss_mask: 0.480789 loss_dice: 0.457518 loss_class_aux: 15.900503 loss_bbox_aux: 1.112119 loss_giou_aux: 1.551648 loss_mask_aux: 2.914341 loss_dice_aux: 2.780717 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.442479 eta: 8:50:22 batch_cost: 1.2062 data_cost: 0.0014 ips: 6.6322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:18:05] ppdet.engine.callbacks INFO: Epoch: [70] [220/264] learning_rate: 0.000100 loss_class: 2.497516 loss_bbox: 0.158544 loss_giou: 0.211909 loss_mask: 0.530677 loss_dice: 0.436321 loss_class_aux: 15.733369 loss_bbox_aux: 1.081736 loss_giou_aux: 1.351363 loss_mask_aux: 3.028000 loss_dice_aux: 2.688550 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.109290 eta: 8:50:17 batch_cost: 1.1566 data_cost: 0.0014 ips: 6.9167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:18:22] ppdet.engine.callbacks INFO: Epoch: [70] [230/264] learning_rate: 0.000100 loss_class: 2.388746 loss_bbox: 0.160792 loss_giou: 0.190699 loss_mask: 0.498069 loss_dice: 0.432429 loss_class_aux: 14.875061 loss_bbox_aux: 1.103197 loss_giou_aux: 1.258136 loss_mask_aux: 2.990273 loss_dice_aux: 2.657314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.797808 eta: 8:50:20 batch_cost: 1.6197 data_cost: 0.0013 ips: 4.9392 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:18:34] ppdet.engine.callbacks INFO: Epoch: [70] [240/264] learning_rate: 0.000100 loss_class: 2.218017 loss_bbox: 0.159283 loss_giou: 0.247590 loss_mask: 0.329448 loss_dice: 0.423252 loss_class_aux: 14.161841 loss_bbox_aux: 1.020806 loss_giou_aux: 1.574149 loss_mask_aux: 1.956966 loss_dice_aux: 2.601225 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.802341 loss: 25.483224 eta: 8:50:15 batch_cost: 1.1970 data_cost: 0.0013 ips: 6.6835 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:18:46] ppdet.engine.callbacks INFO: Epoch: [70] [250/264] learning_rate: 0.000100 loss_class: 2.044109 loss_bbox: 0.151276 loss_giou: 0.197244 loss_mask: 0.429179 loss_dice: 0.413676 loss_class_aux: 12.853989 loss_bbox_aux: 1.040001 loss_giou_aux: 1.300479 loss_mask_aux: 2.555521 loss_dice_aux: 2.540701 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.769984 loss: 25.013717 eta: 8:50:11 batch_cost: 1.1866 data_cost: 0.0013 ips: 6.7419 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:18:58] ppdet.engine.callbacks INFO: Epoch: [70] [260/264] learning_rate: 0.000100 loss_class: 2.360139 loss_bbox: 0.168278 loss_giou: 0.219721 loss_mask: 0.458742 loss_dice: 0.442130 loss_class_aux: 14.869055 loss_bbox_aux: 1.117900 loss_giou_aux: 1.406473 loss_mask_aux: 2.792657 loss_dice_aux: 2.699183 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.648157 loss: 28.052413 eta: 8:50:06 batch_cost: 1.1819 data_cost: 0.0013 ips: 6.7685 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:19:38] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:19:38] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:19:44] ppdet.engine.callbacks INFO: Epoch: [71] [  0/264] learning_rate: 0.000100 loss_class: 2.230403 loss_bbox: 0.158773 loss_giou: 0.203499 loss_mask: 0.376269 loss_dice: 0.427297 loss_class_aux: 14.120219 loss_bbox_aux: 1.046797 loss_giou_aux: 1.286586 loss_mask_aux: 2.478406 loss_dice_aux: 2.579185 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.080606 eta: 8:50:37 batch_cost: 2.9872 data_cost: 1.7174 ips: 2.6781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:02] ppdet.engine.callbacks INFO: Epoch: [71] [ 10/264] learning_rate: 0.000100 loss_class: 2.048214 loss_bbox: 0.176355 loss_giou: 0.211930 loss_mask: 0.476077 loss_dice: 0.426051 loss_class_aux: 13.484330 loss_bbox_aux: 1.203817 loss_giou_aux: 1.384318 loss_mask_aux: 2.907046 loss_dice_aux: 2.668687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.641312 eta: 8:50:42 batch_cost: 1.7564 data_cost: 0.0035 ips: 4.5546 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:14] ppdet.engine.callbacks INFO: Epoch: [71] [ 20/264] learning_rate: 0.000100 loss_class: 2.493401 loss_bbox: 0.188589 loss_giou: 0.235081 loss_mask: 0.530677 loss_dice: 0.457270 loss_class_aux: 16.212776 loss_bbox_aux: 1.252507 loss_giou_aux: 1.500272 loss_mask_aux: 3.230967 loss_dice_aux: 2.933676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.435692 loss: 30.083226 eta: 8:50:38 batch_cost: 1.2001 data_cost: 0.0014 ips: 6.6660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:27] ppdet.engine.callbacks INFO: Epoch: [71] [ 30/264] learning_rate: 0.000100 loss_class: 2.170712 loss_bbox: 0.171799 loss_giou: 0.236918 loss_mask: 0.476185 loss_dice: 0.451016 loss_class_aux: 14.136527 loss_bbox_aux: 1.181938 loss_giou_aux: 1.501451 loss_mask_aux: 2.814206 loss_dice_aux: 2.762878 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.469995 eta: 8:50:34 batch_cost: 1.2463 data_cost: 0.0015 ips: 6.4188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:37] ppdet.engine.callbacks INFO: Epoch: [71] [ 40/264] learning_rate: 0.000100 loss_class: 2.181536 loss_bbox: 0.186569 loss_giou: 0.212296 loss_mask: 0.471968 loss_dice: 0.465069 loss_class_aux: 14.018267 loss_bbox_aux: 1.234174 loss_giou_aux: 1.376903 loss_mask_aux: 3.073301 loss_dice_aux: 2.750031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.824934 eta: 8:50:26 batch_cost: 1.0173 data_cost: 0.0016 ips: 7.8643 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:46] ppdet.engine.callbacks INFO: Epoch: [71] [ 50/264] learning_rate: 0.000100 loss_class: 2.005454 loss_bbox: 0.148075 loss_giou: 0.213017 loss_mask: 0.418580 loss_dice: 0.417229 loss_class_aux: 12.657686 loss_bbox_aux: 1.054617 loss_giou_aux: 1.374459 loss_mask_aux: 2.553112 loss_dice_aux: 2.513582 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.891861 loss: 24.124879 eta: 8:50:16 batch_cost: 0.8736 data_cost: 0.0017 ips: 9.1571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:53] ppdet.engine.callbacks INFO: Epoch: [71] [ 60/264] learning_rate: 0.000100 loss_class: 2.162735 loss_bbox: 0.179521 loss_giou: 0.244509 loss_mask: 0.544664 loss_dice: 0.453993 loss_class_aux: 13.769467 loss_bbox_aux: 1.180105 loss_giou_aux: 1.552842 loss_mask_aux: 3.244323 loss_dice_aux: 2.793606 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.789332 loss: 28.360356 eta: 8:50:01 batch_cost: 0.6629 data_cost: 0.0018 ips: 12.0675 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:20:59] ppdet.engine.callbacks INFO: Epoch: [71] [ 70/264] learning_rate: 0.000100 loss_class: 1.956010 loss_bbox: 0.210618 loss_giou: 0.223691 loss_mask: 0.502987 loss_dice: 0.431496 loss_class_aux: 12.481303 loss_bbox_aux: 1.242411 loss_giou_aux: 1.442049 loss_mask_aux: 2.913421 loss_dice_aux: 2.611198 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.426399 loss: 26.393696 eta: 8:49:46 batch_cost: 0.6084 data_cost: 0.0020 ips: 13.1501 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:05] ppdet.engine.callbacks INFO: Epoch: [71] [ 80/264] learning_rate: 0.000100 loss_class: 1.985988 loss_bbox: 0.144784 loss_giou: 0.200354 loss_mask: 0.384347 loss_dice: 0.426625 loss_class_aux: 12.954633 loss_bbox_aux: 0.972509 loss_giou_aux: 1.289598 loss_mask_aux: 2.343046 loss_dice_aux: 2.545692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.327926 eta: 8:49:31 batch_cost: 0.5924 data_cost: 0.0019 ips: 13.5045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:12] ppdet.engine.callbacks INFO: Epoch: [71] [ 90/264] learning_rate: 0.000100 loss_class: 2.361213 loss_bbox: 0.149915 loss_giou: 0.230318 loss_mask: 0.425516 loss_dice: 0.455399 loss_class_aux: 14.746128 loss_bbox_aux: 1.016019 loss_giou_aux: 1.493943 loss_mask_aux: 2.585341 loss_dice_aux: 2.813968 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.833598 loss: 27.470724 eta: 8:49:15 batch_cost: 0.5801 data_cost: 0.0019 ips: 13.7912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:18] ppdet.engine.callbacks INFO: Epoch: [71] [100/264] learning_rate: 0.000100 loss_class: 2.031730 loss_bbox: 0.172892 loss_giou: 0.232435 loss_mask: 0.446958 loss_dice: 0.432040 loss_class_aux: 12.732588 loss_bbox_aux: 1.107208 loss_giou_aux: 1.498675 loss_mask_aux: 2.692847 loss_dice_aux: 2.644315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.177486 eta: 8:49:00 batch_cost: 0.6135 data_cost: 0.0028 ips: 13.0394 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:24] ppdet.engine.callbacks INFO: Epoch: [71] [110/264] learning_rate: 0.000100 loss_class: 2.401913 loss_bbox: 0.138790 loss_giou: 0.231112 loss_mask: 0.360047 loss_dice: 0.455830 loss_class_aux: 15.140588 loss_bbox_aux: 0.928383 loss_giou_aux: 1.506571 loss_mask_aux: 2.261209 loss_dice_aux: 2.743515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.691950 loss: 26.931688 eta: 8:48:44 batch_cost: 0.6022 data_cost: 0.0021 ips: 13.2848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:31] ppdet.engine.callbacks INFO: Epoch: [71] [120/264] learning_rate: 0.000100 loss_class: 2.303885 loss_bbox: 0.197124 loss_giou: 0.236266 loss_mask: 0.506653 loss_dice: 0.508103 loss_class_aux: 14.356041 loss_bbox_aux: 1.329163 loss_giou_aux: 1.563096 loss_mask_aux: 3.145159 loss_dice_aux: 2.990322 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.040881 loss: 31.812378 eta: 8:48:29 batch_cost: 0.6268 data_cost: 0.0023 ips: 12.7639 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:37] ppdet.engine.callbacks INFO: Epoch: [71] [130/264] learning_rate: 0.000100 loss_class: 2.222853 loss_bbox: 0.144370 loss_giou: 0.221225 loss_mask: 0.406737 loss_dice: 0.435242 loss_class_aux: 13.565829 loss_bbox_aux: 0.981404 loss_giou_aux: 1.438998 loss_mask_aux: 2.520679 loss_dice_aux: 2.653644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.583243 eta: 8:48:14 batch_cost: 0.6093 data_cost: 0.0025 ips: 13.1289 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:44] ppdet.engine.callbacks INFO: Epoch: [71] [140/264] learning_rate: 0.000100 loss_class: 2.200524 loss_bbox: 0.158435 loss_giou: 0.208250 loss_mask: 0.435008 loss_dice: 0.424290 loss_class_aux: 14.384458 loss_bbox_aux: 1.066224 loss_giou_aux: 1.430266 loss_mask_aux: 2.783824 loss_dice_aux: 2.645341 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.871384 eta: 8:47:59 batch_cost: 0.6045 data_cost: 0.0020 ips: 13.2349 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:50] ppdet.engine.callbacks INFO: Epoch: [71] [150/264] learning_rate: 0.000100 loss_class: 2.135053 loss_bbox: 0.146733 loss_giou: 0.249813 loss_mask: 0.379023 loss_dice: 0.427813 loss_class_aux: 13.442045 loss_bbox_aux: 0.917667 loss_giou_aux: 1.565853 loss_mask_aux: 2.309069 loss_dice_aux: 2.552974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.307627 eta: 8:47:43 batch_cost: 0.5893 data_cost: 0.0020 ips: 13.5744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:21:55] ppdet.engine.callbacks INFO: Epoch: [71] [160/264] learning_rate: 0.000100 loss_class: 2.309834 loss_bbox: 0.162376 loss_giou: 0.236171 loss_mask: 0.411237 loss_dice: 0.451873 loss_class_aux: 14.170103 loss_bbox_aux: 1.123198 loss_giou_aux: 1.514388 loss_mask_aux: 2.515172 loss_dice_aux: 2.691973 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.266397 eta: 8:47:27 batch_cost: 0.5378 data_cost: 0.0022 ips: 14.8765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:02] ppdet.engine.callbacks INFO: Epoch: [71] [170/264] learning_rate: 0.000100 loss_class: 2.019868 loss_bbox: 0.163433 loss_giou: 0.227709 loss_mask: 0.434033 loss_dice: 0.450827 loss_class_aux: 12.995582 loss_bbox_aux: 1.091739 loss_giou_aux: 1.436289 loss_mask_aux: 2.680196 loss_dice_aux: 2.650889 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.844164 loss: 25.375324 eta: 8:47:12 batch_cost: 0.6126 data_cost: 0.0022 ips: 13.0593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:08] ppdet.engine.callbacks INFO: Epoch: [71] [180/264] learning_rate: 0.000100 loss_class: 2.075218 loss_bbox: 0.185669 loss_giou: 0.217878 loss_mask: 0.462007 loss_dice: 0.449054 loss_class_aux: 13.444670 loss_bbox_aux: 1.156518 loss_giou_aux: 1.386632 loss_mask_aux: 2.719432 loss_dice_aux: 2.646051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.408583 eta: 8:46:57 batch_cost: 0.6164 data_cost: 0.0023 ips: 12.9787 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:15] ppdet.engine.callbacks INFO: Epoch: [71] [190/264] learning_rate: 0.000100 loss_class: 2.386222 loss_bbox: 0.189274 loss_giou: 0.235847 loss_mask: 0.520139 loss_dice: 0.443696 loss_class_aux: 14.929209 loss_bbox_aux: 1.359748 loss_giou_aux: 1.476578 loss_mask_aux: 3.165061 loss_dice_aux: 2.716224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.545054 loss: 29.201622 eta: 8:46:42 batch_cost: 0.6271 data_cost: 0.0020 ips: 12.7577 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:21] ppdet.engine.callbacks INFO: Epoch: [71] [200/264] learning_rate: 0.000100 loss_class: 2.177579 loss_bbox: 0.179788 loss_giou: 0.211338 loss_mask: 0.463351 loss_dice: 0.431355 loss_class_aux: 13.257509 loss_bbox_aux: 1.183491 loss_giou_aux: 1.355531 loss_mask_aux: 2.813070 loss_dice_aux: 2.628308 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.805821 loss: 25.515592 eta: 8:46:26 batch_cost: 0.5668 data_cost: 0.0023 ips: 14.1138 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:27] ppdet.engine.callbacks INFO: Epoch: [71] [210/264] learning_rate: 0.000100 loss_class: 2.108859 loss_bbox: 0.153668 loss_giou: 0.230508 loss_mask: 0.492000 loss_dice: 0.438808 loss_class_aux: 13.260372 loss_bbox_aux: 1.011880 loss_giou_aux: 1.454018 loss_mask_aux: 2.914607 loss_dice_aux: 2.681111 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.119707 eta: 8:46:11 batch_cost: 0.5875 data_cost: 0.0021 ips: 13.6170 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:33] ppdet.engine.callbacks INFO: Epoch: [71] [220/264] learning_rate: 0.000100 loss_class: 2.356482 loss_bbox: 0.171836 loss_giou: 0.234174 loss_mask: 0.505718 loss_dice: 0.464814 loss_class_aux: 15.598295 loss_bbox_aux: 1.115255 loss_giou_aux: 1.521835 loss_mask_aux: 3.185212 loss_dice_aux: 2.912296 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.935305 eta: 8:45:56 batch_cost: 0.6130 data_cost: 0.0018 ips: 13.0506 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:40] ppdet.engine.callbacks INFO: Epoch: [71] [230/264] learning_rate: 0.000100 loss_class: 2.262361 loss_bbox: 0.172336 loss_giou: 0.230306 loss_mask: 0.421151 loss_dice: 0.472289 loss_class_aux: 14.260167 loss_bbox_aux: 1.156013 loss_giou_aux: 1.481114 loss_mask_aux: 2.684546 loss_dice_aux: 2.802953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.097008 eta: 8:45:41 batch_cost: 0.6333 data_cost: 0.0017 ips: 12.6314 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:46] ppdet.engine.callbacks INFO: Epoch: [71] [240/264] learning_rate: 0.000100 loss_class: 2.224831 loss_bbox: 0.161445 loss_giou: 0.228315 loss_mask: 0.379596 loss_dice: 0.423432 loss_class_aux: 13.763990 loss_bbox_aux: 1.016563 loss_giou_aux: 1.437052 loss_mask_aux: 2.509866 loss_dice_aux: 2.595661 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.399448 loss: 25.540761 eta: 8:45:25 batch_cost: 0.5791 data_cost: 0.0015 ips: 13.8147 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:52] ppdet.engine.callbacks INFO: Epoch: [71] [250/264] learning_rate: 0.000100 loss_class: 2.367323 loss_bbox: 0.157374 loss_giou: 0.213970 loss_mask: 0.461552 loss_dice: 0.437900 loss_class_aux: 15.260048 loss_bbox_aux: 1.054439 loss_giou_aux: 1.397196 loss_mask_aux: 2.756635 loss_dice_aux: 2.730276 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.460008 eta: 8:45:09 batch_cost: 0.5619 data_cost: 0.0015 ips: 14.2368 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:22:58] ppdet.engine.callbacks INFO: Epoch: [71] [260/264] learning_rate: 0.000100 loss_class: 2.441141 loss_bbox: 0.168951 loss_giou: 0.214682 loss_mask: 0.442605 loss_dice: 0.437075 loss_class_aux: 15.278128 loss_bbox_aux: 1.136331 loss_giou_aux: 1.412383 loss_mask_aux: 2.735173 loss_dice_aux: 2.760886 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.023401 loss: 27.710155 eta: 8:44:53 batch_cost: 0.5392 data_cost: 0.0015 ips: 14.8356 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:23:33] ppdet.engine.callbacks INFO: Epoch: [72] [  0/264] learning_rate: 0.000100 loss_class: 2.408697 loss_bbox: 0.173761 loss_giou: 0.246716 loss_mask: 0.482432 loss_dice: 0.449436 loss_class_aux: 15.019445 loss_bbox_aux: 1.172916 loss_giou_aux: 1.568305 loss_mask_aux: 2.982744 loss_dice_aux: 2.871480 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.576975 loss: 27.710155 eta: 8:45:06 batch_cost: 1.6192 data_cost: 1.0085 ips: 4.9408 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:23:44] ppdet.engine.callbacks INFO: Epoch: [72] [ 10/264] learning_rate: 0.000100 loss_class: 2.128897 loss_bbox: 0.148880 loss_giou: 0.216868 loss_mask: 0.404938 loss_dice: 0.413869 loss_class_aux: 13.483171 loss_bbox_aux: 0.992666 loss_giou_aux: 1.399985 loss_mask_aux: 2.543271 loss_dice_aux: 2.540202 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.510025 loss: 27.309176 eta: 8:44:59 batch_cost: 1.0502 data_cost: 0.0700 ips: 7.6173 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:23:52] ppdet.engine.callbacks INFO: Epoch: [72] [ 20/264] learning_rate: 0.000100 loss_class: 2.100090 loss_bbox: 0.178415 loss_giou: 0.253610 loss_mask: 0.500217 loss_dice: 0.473859 loss_class_aux: 13.335983 loss_bbox_aux: 1.137366 loss_giou_aux: 1.579667 loss_mask_aux: 2.893437 loss_dice_aux: 2.856268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.600832 loss: 25.811814 eta: 8:44:45 batch_cost: 0.7102 data_cost: 0.0030 ips: 11.2642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:23:58] ppdet.engine.callbacks INFO: Epoch: [72] [ 30/264] learning_rate: 0.000100 loss_class: 2.104767 loss_bbox: 0.147314 loss_giou: 0.210375 loss_mask: 0.400164 loss_dice: 0.381450 loss_class_aux: 12.975757 loss_bbox_aux: 0.987050 loss_giou_aux: 1.345554 loss_mask_aux: 2.338715 loss_dice_aux: 2.324128 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.588309 loss: 25.378200 eta: 8:44:31 batch_cost: 0.6373 data_cost: 0.0031 ips: 12.5524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:05] ppdet.engine.callbacks INFO: Epoch: [72] [ 40/264] learning_rate: 0.000100 loss_class: 2.104133 loss_bbox: 0.189736 loss_giou: 0.217518 loss_mask: 0.517421 loss_dice: 0.472009 loss_class_aux: 13.593334 loss_bbox_aux: 1.245739 loss_giou_aux: 1.397099 loss_mask_aux: 3.314639 loss_dice_aux: 2.955762 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.529988 eta: 8:44:16 batch_cost: 0.6160 data_cost: 0.0027 ips: 12.9872 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:11] ppdet.engine.callbacks INFO: Epoch: [72] [ 50/264] learning_rate: 0.000100 loss_class: 2.419004 loss_bbox: 0.179992 loss_giou: 0.216733 loss_mask: 0.430643 loss_dice: 0.450810 loss_class_aux: 14.522349 loss_bbox_aux: 1.170676 loss_giou_aux: 1.410462 loss_mask_aux: 2.622628 loss_dice_aux: 2.690220 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.327459 eta: 8:44:01 batch_cost: 0.6118 data_cost: 0.0020 ips: 13.0765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:17] ppdet.engine.callbacks INFO: Epoch: [72] [ 60/264] learning_rate: 0.000100 loss_class: 2.156512 loss_bbox: 0.135868 loss_giou: 0.235009 loss_mask: 0.362809 loss_dice: 0.439451 loss_class_aux: 13.604969 loss_bbox_aux: 0.897114 loss_giou_aux: 1.447425 loss_mask_aux: 2.255718 loss_dice_aux: 2.734948 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.432891 loss: 24.878160 eta: 8:43:46 batch_cost: 0.5893 data_cost: 0.0023 ips: 13.5747 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:23] ppdet.engine.callbacks INFO: Epoch: [72] [ 70/264] learning_rate: 0.000100 loss_class: 2.015712 loss_bbox: 0.152008 loss_giou: 0.211501 loss_mask: 0.393159 loss_dice: 0.436244 loss_class_aux: 13.095294 loss_bbox_aux: 0.971459 loss_giou_aux: 1.363416 loss_mask_aux: 2.323844 loss_dice_aux: 2.667480 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.718891 loss: 25.700212 eta: 8:43:30 batch_cost: 0.5691 data_cost: 0.0021 ips: 14.0571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:30] ppdet.engine.callbacks INFO: Epoch: [72] [ 80/264] learning_rate: 0.000100 loss_class: 2.108053 loss_bbox: 0.158609 loss_giou: 0.211513 loss_mask: 0.523148 loss_dice: 0.447664 loss_class_aux: 13.616620 loss_bbox_aux: 1.092203 loss_giou_aux: 1.374211 loss_mask_aux: 3.023069 loss_dice_aux: 2.663801 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.511398 eta: 8:43:15 batch_cost: 0.6124 data_cost: 0.0021 ips: 13.0627 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:30] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:24:30] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:24:36] ppdet.engine.callbacks INFO: Epoch: [72] [ 90/264] learning_rate: 0.000100 loss_class: 2.132868 loss_bbox: 0.178712 loss_giou: 0.243900 loss_mask: 0.439013 loss_dice: 0.436766 loss_class_aux: 13.432895 loss_bbox_aux: 1.126683 loss_giou_aux: 1.525502 loss_mask_aux: 2.597542 loss_dice_aux: 2.673309 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.486335 loss: 25.758126 eta: 8:43:00 batch_cost: 0.5972 data_cost: 0.0021 ips: 13.3956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:42] ppdet.engine.callbacks INFO: Epoch: [72] [100/264] learning_rate: 0.000100 loss_class: 2.056803 loss_bbox: 0.161192 loss_giou: 0.228599 loss_mask: 0.407334 loss_dice: 0.439239 loss_class_aux: 12.558522 loss_bbox_aux: 0.965299 loss_giou_aux: 1.443695 loss_mask_aux: 2.354133 loss_dice_aux: 2.576532 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.451933 loss: 23.767757 eta: 8:42:44 batch_cost: 0.5772 data_cost: 0.0021 ips: 13.8610 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:48] ppdet.engine.callbacks INFO: Epoch: [72] [110/264] learning_rate: 0.000100 loss_class: 2.256566 loss_bbox: 0.211708 loss_giou: 0.230006 loss_mask: 0.557534 loss_dice: 0.474063 loss_class_aux: 14.377958 loss_bbox_aux: 1.303705 loss_giou_aux: 1.457710 loss_mask_aux: 3.371642 loss_dice_aux: 2.885706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.875586 eta: 8:42:29 batch_cost: 0.5854 data_cost: 0.0021 ips: 13.6648 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:24:54] ppdet.engine.callbacks INFO: Epoch: [72] [120/264] learning_rate: 0.000100 loss_class: 2.146971 loss_bbox: 0.162968 loss_giou: 0.241948 loss_mask: 0.501223 loss_dice: 0.452030 loss_class_aux: 13.876500 loss_bbox_aux: 1.123741 loss_giou_aux: 1.543425 loss_mask_aux: 3.093234 loss_dice_aux: 2.799904 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.118629 eta: 8:42:13 batch_cost: 0.5902 data_cost: 0.0020 ips: 13.5554 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:00] ppdet.engine.callbacks INFO: Epoch: [72] [130/264] learning_rate: 0.000100 loss_class: 2.209267 loss_bbox: 0.164790 loss_giou: 0.264916 loss_mask: 0.420348 loss_dice: 0.490514 loss_class_aux: 14.410735 loss_bbox_aux: 1.064692 loss_giou_aux: 1.675610 loss_mask_aux: 2.810059 loss_dice_aux: 2.934936 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.723222 eta: 8:41:57 batch_cost: 0.5370 data_cost: 0.0019 ips: 14.8984 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:06] ppdet.engine.callbacks INFO: Epoch: [72] [140/264] learning_rate: 0.000100 loss_class: 2.282777 loss_bbox: 0.145425 loss_giou: 0.227275 loss_mask: 0.395212 loss_dice: 0.460057 loss_class_aux: 14.521990 loss_bbox_aux: 0.960100 loss_giou_aux: 1.453356 loss_mask_aux: 2.457958 loss_dice_aux: 2.771820 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.523524 loss: 26.992654 eta: 8:41:42 batch_cost: 0.5844 data_cost: 0.0024 ips: 13.6895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:13] ppdet.engine.callbacks INFO: Epoch: [72] [150/264] learning_rate: 0.000100 loss_class: 2.050026 loss_bbox: 0.157905 loss_giou: 0.197582 loss_mask: 0.476986 loss_dice: 0.433416 loss_class_aux: 13.630003 loss_bbox_aux: 1.005920 loss_giou_aux: 1.290592 loss_mask_aux: 2.876875 loss_dice_aux: 2.666832 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.434076 eta: 8:41:27 batch_cost: 0.6098 data_cost: 0.0030 ips: 13.1192 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:19] ppdet.engine.callbacks INFO: Epoch: [72] [160/264] learning_rate: 0.000100 loss_class: 1.954067 loss_bbox: 0.134797 loss_giou: 0.195326 loss_mask: 0.394342 loss_dice: 0.376992 loss_class_aux: 12.614755 loss_bbox_aux: 0.952291 loss_giou_aux: 1.248638 loss_mask_aux: 2.567867 loss_dice_aux: 2.386233 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.446013 eta: 8:41:12 batch_cost: 0.5955 data_cost: 0.0025 ips: 13.4336 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:25] ppdet.engine.callbacks INFO: Epoch: [72] [170/264] learning_rate: 0.000100 loss_class: 1.953582 loss_bbox: 0.152519 loss_giou: 0.224412 loss_mask: 0.411481 loss_dice: 0.405306 loss_class_aux: 12.755986 loss_bbox_aux: 1.005019 loss_giou_aux: 1.414180 loss_mask_aux: 2.456609 loss_dice_aux: 2.528176 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.379490 eta: 8:40:56 batch_cost: 0.5698 data_cost: 0.0019 ips: 14.0409 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:31] ppdet.engine.callbacks INFO: Epoch: [72] [180/264] learning_rate: 0.000100 loss_class: 2.234339 loss_bbox: 0.152972 loss_giou: 0.221397 loss_mask: 0.422695 loss_dice: 0.422997 loss_class_aux: 14.061259 loss_bbox_aux: 1.044800 loss_giou_aux: 1.448369 loss_mask_aux: 2.557848 loss_dice_aux: 2.670282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.413931 loss: 27.285089 eta: 8:40:41 batch_cost: 0.5739 data_cost: 0.0019 ips: 13.9391 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:37] ppdet.engine.callbacks INFO: Epoch: [72] [190/264] learning_rate: 0.000100 loss_class: 2.093028 loss_bbox: 0.156761 loss_giou: 0.244604 loss_mask: 0.407415 loss_dice: 0.450708 loss_class_aux: 13.333602 loss_bbox_aux: 1.034934 loss_giou_aux: 1.546919 loss_mask_aux: 2.468722 loss_dice_aux: 2.752489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.723174 eta: 8:40:25 batch_cost: 0.5794 data_cost: 0.0022 ips: 13.8072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:43] ppdet.engine.callbacks INFO: Epoch: [72] [200/264] learning_rate: 0.000100 loss_class: 2.347312 loss_bbox: 0.174670 loss_giou: 0.230151 loss_mask: 0.537753 loss_dice: 0.473196 loss_class_aux: 14.743266 loss_bbox_aux: 1.264318 loss_giou_aux: 1.508896 loss_mask_aux: 3.262705 loss_dice_aux: 2.824296 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.004837 loss: 29.849713 eta: 8:40:10 batch_cost: 0.6015 data_cost: 0.0023 ips: 13.3006 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:50] ppdet.engine.callbacks INFO: Epoch: [72] [210/264] learning_rate: 0.000100 loss_class: 2.156290 loss_bbox: 0.176032 loss_giou: 0.246678 loss_mask: 0.473505 loss_dice: 0.465093 loss_class_aux: 13.732527 loss_bbox_aux: 1.117100 loss_giou_aux: 1.571679 loss_mask_aux: 2.953369 loss_dice_aux: 2.849256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.534636 eta: 8:39:56 batch_cost: 0.6263 data_cost: 0.0020 ips: 12.7744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:25:56] ppdet.engine.callbacks INFO: Epoch: [72] [220/264] learning_rate: 0.000100 loss_class: 2.105141 loss_bbox: 0.173734 loss_giou: 0.204454 loss_mask: 0.446544 loss_dice: 0.446927 loss_class_aux: 13.771929 loss_bbox_aux: 1.146705 loss_giou_aux: 1.328066 loss_mask_aux: 2.758013 loss_dice_aux: 2.743033 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.854942 eta: 8:39:41 batch_cost: 0.6245 data_cost: 0.0021 ips: 12.8111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:26:02] ppdet.engine.callbacks INFO: Epoch: [72] [230/264] learning_rate: 0.000100 loss_class: 2.234348 loss_bbox: 0.186088 loss_giou: 0.230772 loss_mask: 0.500627 loss_dice: 0.477517 loss_class_aux: 14.022269 loss_bbox_aux: 1.216871 loss_giou_aux: 1.455538 loss_mask_aux: 3.080019 loss_dice_aux: 2.789676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.464594 eta: 8:39:25 batch_cost: 0.5670 data_cost: 0.0016 ips: 14.1105 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:26:08] ppdet.engine.callbacks INFO: Epoch: [72] [240/264] learning_rate: 0.000100 loss_class: 2.084965 loss_bbox: 0.149960 loss_giou: 0.217472 loss_mask: 0.452400 loss_dice: 0.382654 loss_class_aux: 13.208721 loss_bbox_aux: 0.969340 loss_giou_aux: 1.370498 loss_mask_aux: 2.618330 loss_dice_aux: 2.332864 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.244593 loss: 25.781653 eta: 8:39:10 batch_cost: 0.5718 data_cost: 0.0015 ips: 13.9913 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:26:14] ppdet.engine.callbacks INFO: Epoch: [72] [250/264] learning_rate: 0.000100 loss_class: 2.427961 loss_bbox: 0.177482 loss_giou: 0.252000 loss_mask: 0.546439 loss_dice: 0.485141 loss_class_aux: 15.600974 loss_bbox_aux: 1.139493 loss_giou_aux: 1.596000 loss_mask_aux: 3.147379 loss_dice_aux: 2.942628 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.889578 loss: 28.362703 eta: 8:38:54 batch_cost: 0.5675 data_cost: 0.0015 ips: 14.0973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:26:20] ppdet.engine.callbacks INFO: Epoch: [72] [260/264] learning_rate: 0.000100 loss_class: 2.065015 loss_bbox: 0.149636 loss_giou: 0.248553 loss_mask: 0.373387 loss_dice: 0.498101 loss_class_aux: 13.139953 loss_bbox_aux: 1.044496 loss_giou_aux: 1.547680 loss_mask_aux: 2.431792 loss_dice_aux: 3.029885 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.130376 eta: 8:38:39 batch_cost: 0.5814 data_cost: 0.0015 ips: 13.7593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:00] ppdet.engine.callbacks INFO: Epoch: [73] [  0/264] learning_rate: 0.000100 loss_class: 2.076131 loss_bbox: 0.161434 loss_giou: 0.235457 loss_mask: 0.464530 loss_dice: 0.498721 loss_class_aux: 13.238067 loss_bbox_aux: 1.059938 loss_giou_aux: 1.533489 loss_mask_aux: 2.951255 loss_dice_aux: 3.029885 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.845416 eta: 8:38:58 batch_cost: 2.0185 data_cost: 1.3658 ips: 3.9632 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:04] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:27:04] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:27:09] ppdet.engine.callbacks INFO: Epoch: [73] [ 10/264] learning_rate: 0.000100 loss_class: 2.181947 loss_bbox: 0.174506 loss_giou: 0.220625 loss_mask: 0.472730 loss_dice: 0.481155 loss_class_aux: 14.045874 loss_bbox_aux: 1.106379 loss_giou_aux: 1.404310 loss_mask_aux: 2.772983 loss_dice_aux: 2.806296 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.832391 loss: 24.834941 eta: 8:38:47 batch_cost: 0.8528 data_cost: 0.0029 ips: 9.3813 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:16] ppdet.engine.callbacks INFO: Epoch: [73] [ 20/264] learning_rate: 0.000100 loss_class: 1.959585 loss_bbox: 0.170281 loss_giou: 0.201760 loss_mask: 0.458769 loss_dice: 0.407730 loss_class_aux: 12.022418 loss_bbox_aux: 1.099284 loss_giou_aux: 1.277826 loss_mask_aux: 2.658877 loss_dice_aux: 2.470182 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.632226 eta: 8:38:34 batch_cost: 0.6927 data_cost: 0.0026 ips: 11.5486 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:23] ppdet.engine.callbacks INFO: Epoch: [73] [ 30/264] learning_rate: 0.000100 loss_class: 2.374729 loss_bbox: 0.143317 loss_giou: 0.236076 loss_mask: 0.446468 loss_dice: 0.448672 loss_class_aux: 15.175323 loss_bbox_aux: 0.957009 loss_giou_aux: 1.512939 loss_mask_aux: 2.717454 loss_dice_aux: 2.723858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.631660 loss: 27.495893 eta: 8:38:20 batch_cost: 0.6439 data_cost: 0.0022 ips: 12.4244 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:29] ppdet.engine.callbacks INFO: Epoch: [73] [ 40/264] learning_rate: 0.000100 loss_class: 2.180759 loss_bbox: 0.169153 loss_giou: 0.237625 loss_mask: 0.535582 loss_dice: 0.423335 loss_class_aux: 13.950174 loss_bbox_aux: 1.137541 loss_giou_aux: 1.499883 loss_mask_aux: 3.309463 loss_dice_aux: 2.636507 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.731581 eta: 8:38:03 batch_cost: 0.5379 data_cost: 0.0019 ips: 14.8728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:35] ppdet.engine.callbacks INFO: Epoch: [73] [ 50/264] learning_rate: 0.000100 loss_class: 2.319325 loss_bbox: 0.165563 loss_giou: 0.235145 loss_mask: 0.575964 loss_dice: 0.502224 loss_class_aux: 14.865324 loss_bbox_aux: 1.107421 loss_giou_aux: 1.488397 loss_mask_aux: 3.315584 loss_dice_aux: 2.955651 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.298522 eta: 8:37:48 batch_cost: 0.5915 data_cost: 0.0025 ips: 13.5253 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:42] ppdet.engine.callbacks INFO: Epoch: [73] [ 60/264] learning_rate: 0.000100 loss_class: 2.218760 loss_bbox: 0.138703 loss_giou: 0.233061 loss_mask: 0.372993 loss_dice: 0.427994 loss_class_aux: 14.083040 loss_bbox_aux: 0.956589 loss_giou_aux: 1.497101 loss_mask_aux: 2.325705 loss_dice_aux: 2.649147 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.361530 loss: 26.993690 eta: 8:37:34 batch_cost: 0.6217 data_cost: 0.0023 ips: 12.8688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:48] ppdet.engine.callbacks INFO: Epoch: [73] [ 70/264] learning_rate: 0.000100 loss_class: 2.701433 loss_bbox: 0.179343 loss_giou: 0.237472 loss_mask: 0.525356 loss_dice: 0.436285 loss_class_aux: 17.111000 loss_bbox_aux: 1.158080 loss_giou_aux: 1.556741 loss_mask_aux: 3.086914 loss_dice_aux: 2.635522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.025337 loss: 30.772985 eta: 8:37:19 batch_cost: 0.5833 data_cost: 0.0019 ips: 13.7143 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:27:54] ppdet.engine.callbacks INFO: Epoch: [73] [ 80/264] learning_rate: 0.000100 loss_class: 2.227698 loss_bbox: 0.163853 loss_giou: 0.232208 loss_mask: 0.427977 loss_dice: 0.459023 loss_class_aux: 14.243512 loss_bbox_aux: 1.059003 loss_giou_aux: 1.502612 loss_mask_aux: 2.658317 loss_dice_aux: 2.819382 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.339294 eta: 8:37:04 batch_cost: 0.6257 data_cost: 0.0028 ips: 12.7866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:00] ppdet.engine.callbacks INFO: Epoch: [73] [ 90/264] learning_rate: 0.000100 loss_class: 2.137977 loss_bbox: 0.189184 loss_giou: 0.222338 loss_mask: 0.501041 loss_dice: 0.466324 loss_class_aux: 14.252083 loss_bbox_aux: 1.233347 loss_giou_aux: 1.440864 loss_mask_aux: 3.086045 loss_dice_aux: 2.838803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.407977 loss: 26.045354 eta: 8:36:49 batch_cost: 0.5760 data_cost: 0.0023 ips: 13.8878 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:07] ppdet.engine.callbacks INFO: Epoch: [73] [100/264] learning_rate: 0.000100 loss_class: 2.091976 loss_bbox: 0.189773 loss_giou: 0.221077 loss_mask: 0.572782 loss_dice: 0.473979 loss_class_aux: 13.514943 loss_bbox_aux: 1.278369 loss_giou_aux: 1.449549 loss_mask_aux: 3.482589 loss_dice_aux: 2.862536 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.399484 eta: 8:36:34 batch_cost: 0.5949 data_cost: 0.0022 ips: 13.4485 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:13] ppdet.engine.callbacks INFO: Epoch: [73] [110/264] learning_rate: 0.000100 loss_class: 2.244490 loss_bbox: 0.165152 loss_giou: 0.255275 loss_mask: 0.362502 loss_dice: 0.442311 loss_class_aux: 14.651497 loss_bbox_aux: 1.053667 loss_giou_aux: 1.588735 loss_mask_aux: 2.217897 loss_dice_aux: 2.688155 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.357992 loss: 27.508307 eta: 8:36:19 batch_cost: 0.5926 data_cost: 0.0021 ips: 13.5006 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:19] ppdet.engine.callbacks INFO: Epoch: [73] [120/264] learning_rate: 0.000100 loss_class: 2.508426 loss_bbox: 0.174538 loss_giou: 0.202478 loss_mask: 0.430337 loss_dice: 0.432247 loss_class_aux: 15.620583 loss_bbox_aux: 1.173627 loss_giou_aux: 1.350544 loss_mask_aux: 2.690796 loss_dice_aux: 2.636614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.711042 eta: 8:36:03 batch_cost: 0.5653 data_cost: 0.0020 ips: 14.1517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:25] ppdet.engine.callbacks INFO: Epoch: [73] [130/264] learning_rate: 0.000100 loss_class: 2.146687 loss_bbox: 0.162769 loss_giou: 0.192193 loss_mask: 0.433786 loss_dice: 0.419372 loss_class_aux: 13.628507 loss_bbox_aux: 1.065829 loss_giou_aux: 1.264045 loss_mask_aux: 2.650898 loss_dice_aux: 2.573805 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.396232 eta: 8:35:48 batch_cost: 0.5876 data_cost: 0.0020 ips: 13.6139 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:31] ppdet.engine.callbacks INFO: Epoch: [73] [140/264] learning_rate: 0.000100 loss_class: 2.359168 loss_bbox: 0.169283 loss_giou: 0.234298 loss_mask: 0.455504 loss_dice: 0.439500 loss_class_aux: 14.610460 loss_bbox_aux: 1.110814 loss_giou_aux: 1.516940 loss_mask_aux: 2.772680 loss_dice_aux: 2.705341 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.884039 eta: 8:35:33 batch_cost: 0.6113 data_cost: 0.0023 ips: 13.0866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:37] ppdet.engine.callbacks INFO: Epoch: [73] [150/264] learning_rate: 0.000100 loss_class: 1.925049 loss_bbox: 0.173816 loss_giou: 0.228365 loss_mask: 0.426481 loss_dice: 0.471459 loss_class_aux: 12.651594 loss_bbox_aux: 1.084837 loss_giou_aux: 1.461378 loss_mask_aux: 2.524958 loss_dice_aux: 2.864704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.911168 eta: 8:35:18 batch_cost: 0.5674 data_cost: 0.0019 ips: 14.1005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:43] ppdet.engine.callbacks INFO: Epoch: [73] [160/264] learning_rate: 0.000100 loss_class: 2.185343 loss_bbox: 0.172046 loss_giou: 0.228541 loss_mask: 0.531404 loss_dice: 0.442694 loss_class_aux: 13.927231 loss_bbox_aux: 1.167704 loss_giou_aux: 1.477682 loss_mask_aux: 3.247269 loss_dice_aux: 2.651549 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.814641 loss: 25.376398 eta: 8:35:03 batch_cost: 0.5864 data_cost: 0.0019 ips: 13.6422 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:49] ppdet.engine.callbacks INFO: Epoch: [73] [170/264] learning_rate: 0.000100 loss_class: 2.322865 loss_bbox: 0.175655 loss_giou: 0.226470 loss_mask: 0.556993 loss_dice: 0.467417 loss_class_aux: 14.719184 loss_bbox_aux: 1.178298 loss_giou_aux: 1.422508 loss_mask_aux: 3.367316 loss_dice_aux: 2.753577 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.150117 eta: 8:34:47 batch_cost: 0.5710 data_cost: 0.0023 ips: 14.0111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:28:56] ppdet.engine.callbacks INFO: Epoch: [73] [180/264] learning_rate: 0.000100 loss_class: 2.117587 loss_bbox: 0.161219 loss_giou: 0.223401 loss_mask: 0.394396 loss_dice: 0.449073 loss_class_aux: 13.650049 loss_bbox_aux: 1.014333 loss_giou_aux: 1.391211 loss_mask_aux: 2.407269 loss_dice_aux: 2.701709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.132154 eta: 8:34:33 batch_cost: 0.6153 data_cost: 0.0021 ips: 13.0021 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:02] ppdet.engine.callbacks INFO: Epoch: [73] [190/264] learning_rate: 0.000100 loss_class: 2.159627 loss_bbox: 0.160504 loss_giou: 0.218173 loss_mask: 0.435203 loss_dice: 0.425135 loss_class_aux: 13.579434 loss_bbox_aux: 1.094879 loss_giou_aux: 1.413482 loss_mask_aux: 2.626695 loss_dice_aux: 2.637489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.405377 eta: 8:34:18 batch_cost: 0.5886 data_cost: 0.0021 ips: 13.5915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:09] ppdet.engine.callbacks INFO: Epoch: [73] [200/264] learning_rate: 0.000100 loss_class: 2.183843 loss_bbox: 0.153833 loss_giou: 0.225999 loss_mask: 0.393922 loss_dice: 0.417321 loss_class_aux: 13.607203 loss_bbox_aux: 1.027496 loss_giou_aux: 1.445872 loss_mask_aux: 2.372003 loss_dice_aux: 2.594666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.763052 eta: 8:34:04 batch_cost: 0.6476 data_cost: 0.0023 ips: 12.3528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:15] ppdet.engine.callbacks INFO: Epoch: [73] [210/264] learning_rate: 0.000100 loss_class: 2.270287 loss_bbox: 0.180293 loss_giou: 0.226210 loss_mask: 0.467871 loss_dice: 0.445997 loss_class_aux: 14.410298 loss_bbox_aux: 1.192258 loss_giou_aux: 1.453695 loss_mask_aux: 2.852166 loss_dice_aux: 2.734903 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.109843 eta: 8:33:49 batch_cost: 0.5783 data_cost: 0.0020 ips: 13.8331 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:21] ppdet.engine.callbacks INFO: Epoch: [73] [220/264] learning_rate: 0.000100 loss_class: 2.343755 loss_bbox: 0.188837 loss_giou: 0.235258 loss_mask: 0.540228 loss_dice: 0.466545 loss_class_aux: 14.912848 loss_bbox_aux: 1.180081 loss_giou_aux: 1.497965 loss_mask_aux: 3.189637 loss_dice_aux: 2.845075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.398536 loss: 30.918262 eta: 8:33:34 batch_cost: 0.5850 data_cost: 0.0021 ips: 13.6752 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:27] ppdet.engine.callbacks INFO: Epoch: [73] [230/264] learning_rate: 0.000100 loss_class: 1.957426 loss_bbox: 0.148970 loss_giou: 0.206048 loss_mask: 0.392166 loss_dice: 0.387868 loss_class_aux: 12.864322 loss_bbox_aux: 0.959198 loss_giou_aux: 1.331951 loss_mask_aux: 2.343700 loss_dice_aux: 2.383726 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.142030 eta: 8:33:18 batch_cost: 0.5449 data_cost: 0.0016 ips: 14.6815 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:33] ppdet.engine.callbacks INFO: Epoch: [73] [240/264] learning_rate: 0.000100 loss_class: 2.327330 loss_bbox: 0.183974 loss_giou: 0.234488 loss_mask: 0.495028 loss_dice: 0.452104 loss_class_aux: 14.963237 loss_bbox_aux: 1.130374 loss_giou_aux: 1.471462 loss_mask_aux: 2.956246 loss_dice_aux: 2.726667 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.013434 loss: 27.876600 eta: 8:33:03 batch_cost: 0.6150 data_cost: 0.0015 ips: 13.0086 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:39] ppdet.engine.callbacks INFO: Epoch: [73] [250/264] learning_rate: 0.000100 loss_class: 2.307076 loss_bbox: 0.171805 loss_giou: 0.230228 loss_mask: 0.487644 loss_dice: 0.475715 loss_class_aux: 14.284208 loss_bbox_aux: 1.136853 loss_giou_aux: 1.460385 loss_mask_aux: 2.996279 loss_dice_aux: 2.897604 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.625134 loss: 28.279442 eta: 8:32:47 batch_cost: 0.5432 data_cost: 0.0015 ips: 14.7280 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:29:45] ppdet.engine.callbacks INFO: Epoch: [73] [260/264] learning_rate: 0.000100 loss_class: 2.112885 loss_bbox: 0.155810 loss_giou: 0.242042 loss_mask: 0.416178 loss_dice: 0.453533 loss_class_aux: 13.746189 loss_bbox_aux: 1.026560 loss_giou_aux: 1.509473 loss_mask_aux: 2.579581 loss_dice_aux: 2.775193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.633053 eta: 8:32:32 batch_cost: 0.5610 data_cost: 0.0015 ips: 14.2593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:30:24] ppdet.engine.callbacks INFO: Epoch: [74] [  0/264] learning_rate: 0.000100 loss_class: 2.307882 loss_bbox: 0.163952 loss_giou: 0.229289 loss_mask: 0.445067 loss_dice: 0.460151 loss_class_aux: 15.157212 loss_bbox_aux: 1.132295 loss_giou_aux: 1.519407 loss_mask_aux: 2.810069 loss_dice_aux: 2.853329 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.491639 eta: 8:32:49 batch_cost: 1.9234 data_cost: 1.3125 ips: 4.1593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:30:32] ppdet.engine.callbacks INFO: Epoch: [74] [ 10/264] learning_rate: 0.000100 loss_class: 1.933849 loss_bbox: 0.175842 loss_giou: 0.220441 loss_mask: 0.491710 loss_dice: 0.428845 loss_class_aux: 12.465335 loss_bbox_aux: 1.114274 loss_giou_aux: 1.394516 loss_mask_aux: 2.863976 loss_dice_aux: 2.597231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.248818 eta: 8:32:38 batch_cost: 0.8034 data_cost: 0.0027 ips: 9.9579 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:30:41] ppdet.engine.callbacks INFO: Epoch: [74] [ 20/264] learning_rate: 0.000100 loss_class: 2.028651 loss_bbox: 0.166570 loss_giou: 0.240746 loss_mask: 0.397702 loss_dice: 0.442855 loss_class_aux: 13.000312 loss_bbox_aux: 1.092694 loss_giou_aux: 1.520983 loss_mask_aux: 2.389351 loss_dice_aux: 2.700125 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.629979 eta: 8:32:28 batch_cost: 0.8691 data_cost: 0.0026 ips: 9.2045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:30:49] ppdet.engine.callbacks INFO: Epoch: [74] [ 30/264] learning_rate: 0.000100 loss_class: 2.166718 loss_bbox: 0.178510 loss_giou: 0.251481 loss_mask: 0.499132 loss_dice: 0.439236 loss_class_aux: 14.026878 loss_bbox_aux: 1.226971 loss_giou_aux: 1.629469 loss_mask_aux: 3.042984 loss_dice_aux: 2.650921 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.455447 eta: 8:32:15 batch_cost: 0.7149 data_cost: 0.0017 ips: 11.1903 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:30:55] ppdet.engine.callbacks INFO: Epoch: [74] [ 40/264] learning_rate: 0.000100 loss_class: 2.159034 loss_bbox: 0.156867 loss_giou: 0.244835 loss_mask: 0.356999 loss_dice: 0.417934 loss_class_aux: 13.321402 loss_bbox_aux: 1.052162 loss_giou_aux: 1.602878 loss_mask_aux: 2.376242 loss_dice_aux: 2.563828 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.842963 eta: 8:32:00 batch_cost: 0.5554 data_cost: 0.0019 ips: 14.4030 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:01] ppdet.engine.callbacks INFO: Epoch: [74] [ 50/264] learning_rate: 0.000100 loss_class: 2.036957 loss_bbox: 0.174623 loss_giou: 0.242927 loss_mask: 0.466609 loss_dice: 0.477840 loss_class_aux: 12.765612 loss_bbox_aux: 1.146689 loss_giou_aux: 1.531348 loss_mask_aux: 2.831001 loss_dice_aux: 2.912746 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.084579 loss: 26.798652 eta: 8:31:45 batch_cost: 0.6213 data_cost: 0.0022 ips: 12.8771 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:08] ppdet.engine.callbacks INFO: Epoch: [74] [ 60/264] learning_rate: 0.000100 loss_class: 2.124964 loss_bbox: 0.159138 loss_giou: 0.199458 loss_mask: 0.396814 loss_dice: 0.441558 loss_class_aux: 13.119483 loss_bbox_aux: 1.052946 loss_giou_aux: 1.348939 loss_mask_aux: 2.497477 loss_dice_aux: 2.657066 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.805329 eta: 8:31:31 batch_cost: 0.6371 data_cost: 0.0019 ips: 12.5569 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:14] ppdet.engine.callbacks INFO: Epoch: [74] [ 70/264] learning_rate: 0.000100 loss_class: 2.235206 loss_bbox: 0.162541 loss_giou: 0.228335 loss_mask: 0.475619 loss_dice: 0.440653 loss_class_aux: 14.549207 loss_bbox_aux: 1.104464 loss_giou_aux: 1.518801 loss_mask_aux: 2.899173 loss_dice_aux: 2.767655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.559283 loss: 28.178578 eta: 8:31:16 batch_cost: 0.5773 data_cost: 0.0021 ips: 13.8570 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:20] ppdet.engine.callbacks INFO: Epoch: [74] [ 80/264] learning_rate: 0.000100 loss_class: 2.213120 loss_bbox: 0.146714 loss_giou: 0.248764 loss_mask: 0.379086 loss_dice: 0.449547 loss_class_aux: 14.066086 loss_bbox_aux: 1.000707 loss_giou_aux: 1.604668 loss_mask_aux: 2.408898 loss_dice_aux: 2.807846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.315259 eta: 8:31:01 batch_cost: 0.5968 data_cost: 0.0019 ips: 13.4046 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:26] ppdet.engine.callbacks INFO: Epoch: [74] [ 90/264] learning_rate: 0.000100 loss_class: 1.993237 loss_bbox: 0.158586 loss_giou: 0.226765 loss_mask: 0.370967 loss_dice: 0.404140 loss_class_aux: 12.587741 loss_bbox_aux: 0.993438 loss_giou_aux: 1.455470 loss_mask_aux: 2.239178 loss_dice_aux: 2.487256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.971251 loss: 24.708058 eta: 8:30:46 batch_cost: 0.5512 data_cost: 0.0019 ips: 14.5147 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:33] ppdet.engine.callbacks INFO: Epoch: [74] [100/264] learning_rate: 0.000100 loss_class: 2.158032 loss_bbox: 0.146955 loss_giou: 0.217362 loss_mask: 0.381809 loss_dice: 0.425494 loss_class_aux: 13.733564 loss_bbox_aux: 1.004055 loss_giou_aux: 1.396231 loss_mask_aux: 2.548256 loss_dice_aux: 2.618487 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.455594 loss: 25.952899 eta: 8:30:32 batch_cost: 0.6403 data_cost: 0.0022 ips: 12.4949 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:39] ppdet.engine.callbacks INFO: Epoch: [74] [110/264] learning_rate: 0.000100 loss_class: 2.156131 loss_bbox: 0.161260 loss_giou: 0.231895 loss_mask: 0.533463 loss_dice: 0.465945 loss_class_aux: 14.011804 loss_bbox_aux: 1.065253 loss_giou_aux: 1.518218 loss_mask_aux: 3.220529 loss_dice_aux: 2.806872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.586401 eta: 8:30:16 batch_cost: 0.5665 data_cost: 0.0019 ips: 14.1225 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:44] ppdet.engine.callbacks INFO: Epoch: [74] [120/264] learning_rate: 0.000100 loss_class: 2.194668 loss_bbox: 0.157943 loss_giou: 0.241615 loss_mask: 0.436707 loss_dice: 0.452706 loss_class_aux: 13.831864 loss_bbox_aux: 1.051668 loss_giou_aux: 1.545176 loss_mask_aux: 2.679903 loss_dice_aux: 2.744623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.976545 loss: 27.090728 eta: 8:30:01 batch_cost: 0.5579 data_cost: 0.0020 ips: 14.3407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:51] ppdet.engine.callbacks INFO: Epoch: [74] [130/264] learning_rate: 0.000100 loss_class: 2.016390 loss_bbox: 0.140128 loss_giou: 0.233013 loss_mask: 0.364622 loss_dice: 0.426642 loss_class_aux: 12.472157 loss_bbox_aux: 0.900636 loss_giou_aux: 1.430319 loss_mask_aux: 2.299568 loss_dice_aux: 2.615775 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.364333 eta: 8:29:46 batch_cost: 0.5959 data_cost: 0.0020 ips: 13.4241 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:57] ppdet.engine.callbacks INFO: Epoch: [74] [140/264] learning_rate: 0.000100 loss_class: 2.025282 loss_bbox: 0.192945 loss_giou: 0.214098 loss_mask: 0.552692 loss_dice: 0.497906 loss_class_aux: 13.393455 loss_bbox_aux: 1.236169 loss_giou_aux: 1.436628 loss_mask_aux: 3.273736 loss_dice_aux: 3.056736 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.106190 eta: 8:29:32 batch_cost: 0.6399 data_cost: 0.0022 ips: 12.5025 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:31:58] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:31:58] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:32:04] ppdet.engine.callbacks INFO: Epoch: [74] [150/264] learning_rate: 0.000100 loss_class: 2.342357 loss_bbox: 0.176996 loss_giou: 0.227983 loss_mask: 0.450193 loss_dice: 0.466638 loss_class_aux: 14.731679 loss_bbox_aux: 1.215690 loss_giou_aux: 1.454494 loss_mask_aux: 2.823264 loss_dice_aux: 2.893306 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.123130 loss: 29.142256 eta: 8:29:18 batch_cost: 0.6092 data_cost: 0.0021 ips: 13.1310 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:10] ppdet.engine.callbacks INFO: Epoch: [74] [160/264] learning_rate: 0.000100 loss_class: 2.285631 loss_bbox: 0.186427 loss_giou: 0.245820 loss_mask: 0.561917 loss_dice: 0.502615 loss_class_aux: 14.669258 loss_bbox_aux: 1.238063 loss_giou_aux: 1.584822 loss_mask_aux: 3.483017 loss_dice_aux: 2.970736 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.490326 loss: 28.773190 eta: 8:29:03 batch_cost: 0.6159 data_cost: 0.0019 ips: 12.9902 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:16] ppdet.engine.callbacks INFO: Epoch: [74] [170/264] learning_rate: 0.000100 loss_class: 2.164135 loss_bbox: 0.163189 loss_giou: 0.224329 loss_mask: 0.495647 loss_dice: 0.470448 loss_class_aux: 13.673408 loss_bbox_aux: 1.133932 loss_giou_aux: 1.434697 loss_mask_aux: 3.054444 loss_dice_aux: 2.844761 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.716490 eta: 8:28:48 batch_cost: 0.5875 data_cost: 0.0019 ips: 13.6167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:23] ppdet.engine.callbacks INFO: Epoch: [74] [180/264] learning_rate: 0.000100 loss_class: 1.854705 loss_bbox: 0.128151 loss_giou: 0.206878 loss_mask: 0.329641 loss_dice: 0.389199 loss_class_aux: 11.585333 loss_bbox_aux: 0.866829 loss_giou_aux: 1.332541 loss_mask_aux: 2.023701 loss_dice_aux: 2.399833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.245776 eta: 8:28:34 batch_cost: 0.6221 data_cost: 0.0032 ips: 12.8595 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:29] ppdet.engine.callbacks INFO: Epoch: [74] [190/264] learning_rate: 0.000100 loss_class: 2.259305 loss_bbox: 0.185397 loss_giou: 0.238991 loss_mask: 0.530353 loss_dice: 0.463354 loss_class_aux: 14.046361 loss_bbox_aux: 1.205969 loss_giou_aux: 1.491425 loss_mask_aux: 3.342459 loss_dice_aux: 2.870994 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.574972 eta: 8:28:20 batch_cost: 0.6003 data_cost: 0.0020 ips: 13.3266 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:35] ppdet.engine.callbacks INFO: Epoch: [74] [200/264] learning_rate: 0.000100 loss_class: 2.450230 loss_bbox: 0.176415 loss_giou: 0.236471 loss_mask: 0.519766 loss_dice: 0.483511 loss_class_aux: 15.090162 loss_bbox_aux: 1.174212 loss_giou_aux: 1.566419 loss_mask_aux: 3.130694 loss_dice_aux: 2.949295 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.540226 eta: 8:28:04 batch_cost: 0.5684 data_cost: 0.0021 ips: 14.0736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:41] ppdet.engine.callbacks INFO: Epoch: [74] [210/264] learning_rate: 0.000100 loss_class: 2.057150 loss_bbox: 0.170427 loss_giou: 0.233843 loss_mask: 0.442902 loss_dice: 0.455623 loss_class_aux: 13.000474 loss_bbox_aux: 1.070675 loss_giou_aux: 1.494606 loss_mask_aux: 2.622832 loss_dice_aux: 2.811860 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.450617 loss: 26.655741 eta: 8:27:50 batch_cost: 0.6071 data_cost: 0.0019 ips: 13.1766 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:47] ppdet.engine.callbacks INFO: Epoch: [74] [220/264] learning_rate: 0.000100 loss_class: 2.245284 loss_bbox: 0.162523 loss_giou: 0.229807 loss_mask: 0.452456 loss_dice: 0.464332 loss_class_aux: 13.823716 loss_bbox_aux: 1.089876 loss_giou_aux: 1.463764 loss_mask_aux: 2.756780 loss_dice_aux: 2.807747 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.060300 eta: 8:27:35 batch_cost: 0.5682 data_cost: 0.0024 ips: 14.0804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:53] ppdet.engine.callbacks INFO: Epoch: [74] [230/264] learning_rate: 0.000100 loss_class: 2.148758 loss_bbox: 0.170025 loss_giou: 0.240647 loss_mask: 0.374986 loss_dice: 0.481133 loss_class_aux: 13.594698 loss_bbox_aux: 1.093748 loss_giou_aux: 1.536888 loss_mask_aux: 2.354923 loss_dice_aux: 3.008928 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.079497 loss: 27.046420 eta: 8:27:20 batch_cost: 0.5623 data_cost: 0.0017 ips: 14.2272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:32:59] ppdet.engine.callbacks INFO: Epoch: [74] [240/264] learning_rate: 0.000100 loss_class: 2.200623 loss_bbox: 0.146610 loss_giou: 0.199632 loss_mask: 0.479445 loss_dice: 0.459595 loss_class_aux: 13.694692 loss_bbox_aux: 1.030026 loss_giou_aux: 1.356448 loss_mask_aux: 2.975422 loss_dice_aux: 2.899710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.721798 eta: 8:27:04 batch_cost: 0.5564 data_cost: 0.0017 ips: 14.3781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:33:05] ppdet.engine.callbacks INFO: Epoch: [74] [250/264] learning_rate: 0.000100 loss_class: 2.084728 loss_bbox: 0.193998 loss_giou: 0.206515 loss_mask: 0.558723 loss_dice: 0.439980 loss_class_aux: 13.394142 loss_bbox_aux: 1.342390 loss_giou_aux: 1.365093 loss_mask_aux: 3.440087 loss_dice_aux: 2.799950 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.812694 eta: 8:26:50 batch_cost: 0.6037 data_cost: 0.0017 ips: 13.2518 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:33:11] ppdet.engine.callbacks INFO: Epoch: [74] [260/264] learning_rate: 0.000100 loss_class: 2.140619 loss_bbox: 0.164642 loss_giou: 0.203427 loss_mask: 0.490106 loss_dice: 0.430826 loss_class_aux: 13.809861 loss_bbox_aux: 1.092173 loss_giou_aux: 1.367235 loss_mask_aux: 2.958471 loss_dice_aux: 2.657962 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.221365 eta: 8:26:35 batch_cost: 0.5708 data_cost: 0.0015 ips: 14.0159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:33:37] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/74
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:33:43] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/74/inference/inference.yml
[05/14 00:33:43] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 00:33:43] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/74/inference
[05/14 00:33:46] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 00:33:54] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 00:34:02] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 00:34:06] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:34:06] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.66s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.534
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.737
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.630
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.400
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.727
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.779
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779
[05/14 00:34:08] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.24399396888772
[05/14 00:34:08] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 00:34:08] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/74
[05/14 00:34:08] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 00:34:08] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 00:34:11] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:34:16] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 00:34:16] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 00:34:17] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 00:34:32] ppdet.engine.callbacks INFO: Epoch: [75] [  0/264] learning_rate: 0.000100 loss_class: 2.101529 loss_bbox: 0.165910 loss_giou: 0.203427 loss_mask: 0.459665 loss_dice: 0.436566 loss_class_aux: 13.793571 loss_bbox_aux: 1.085635 loss_giou_aux: 1.351331 loss_mask_aux: 2.730329 loss_dice_aux: 2.702137 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.925491 eta: 8:26:52 batch_cost: 1.9651 data_cost: 1.2878 ips: 4.0709 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:34:44] ppdet.engine.callbacks INFO: Epoch: [75] [ 10/264] learning_rate: 0.000100 loss_class: 2.217746 loss_bbox: 0.158294 loss_giou: 0.251828 loss_mask: 0.427286 loss_dice: 0.457339 loss_class_aux: 13.763174 loss_bbox_aux: 1.034068 loss_giou_aux: 1.581686 loss_mask_aux: 2.634953 loss_dice_aux: 2.776089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.631658 loss: 25.367265 eta: 8:26:47 batch_cost: 1.1499 data_cost: 0.0025 ips: 6.9570 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:34:50] ppdet.engine.callbacks INFO: Epoch: [75] [ 20/264] learning_rate: 0.000100 loss_class: 2.063385 loss_bbox: 0.135441 loss_giou: 0.198209 loss_mask: 0.363177 loss_dice: 0.388113 loss_class_aux: 12.910441 loss_bbox_aux: 0.916519 loss_giou_aux: 1.293648 loss_mask_aux: 2.287620 loss_dice_aux: 2.460699 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.136281 eta: 8:26:32 batch_cost: 0.5897 data_cost: 0.0022 ips: 13.5658 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:34:58] ppdet.engine.callbacks INFO: Epoch: [75] [ 30/264] learning_rate: 0.000100 loss_class: 2.091339 loss_bbox: 0.147351 loss_giou: 0.204426 loss_mask: 0.383724 loss_dice: 0.417499 loss_class_aux: 13.020757 loss_bbox_aux: 0.977314 loss_giou_aux: 1.327538 loss_mask_aux: 2.405034 loss_dice_aux: 2.574282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.598875 loss: 24.985128 eta: 8:26:18 batch_cost: 0.6673 data_cost: 0.0024 ips: 11.9883 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:04] ppdet.engine.callbacks INFO: Epoch: [75] [ 40/264] learning_rate: 0.000100 loss_class: 1.942334 loss_bbox: 0.149347 loss_giou: 0.214194 loss_mask: 0.407978 loss_dice: 0.388574 loss_class_aux: 12.075654 loss_bbox_aux: 1.020061 loss_giou_aux: 1.432121 loss_mask_aux: 2.464323 loss_dice_aux: 2.411477 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.537949 eta: 8:26:04 batch_cost: 0.5988 data_cost: 0.0021 ips: 13.3595 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:10] ppdet.engine.callbacks INFO: Epoch: [75] [ 50/264] learning_rate: 0.000100 loss_class: 2.195558 loss_bbox: 0.145680 loss_giou: 0.230951 loss_mask: 0.459586 loss_dice: 0.441536 loss_class_aux: 13.616263 loss_bbox_aux: 1.030086 loss_giou_aux: 1.522633 loss_mask_aux: 2.764530 loss_dice_aux: 2.678662 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.752199 loss: 25.038553 eta: 8:25:49 batch_cost: 0.5906 data_cost: 0.0021 ips: 13.5453 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:16] ppdet.engine.callbacks INFO: Epoch: [75] [ 60/264] learning_rate: 0.000100 loss_class: 2.239758 loss_bbox: 0.162870 loss_giou: 0.231282 loss_mask: 0.395901 loss_dice: 0.455833 loss_class_aux: 13.937328 loss_bbox_aux: 1.057918 loss_giou_aux: 1.495692 loss_mask_aux: 2.558323 loss_dice_aux: 2.765504 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.071342 eta: 8:25:35 batch_cost: 0.6090 data_cost: 0.0020 ips: 13.1373 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:22] ppdet.engine.callbacks INFO: Epoch: [75] [ 70/264] learning_rate: 0.000100 loss_class: 2.125406 loss_bbox: 0.174692 loss_giou: 0.226320 loss_mask: 0.435919 loss_dice: 0.427923 loss_class_aux: 13.645729 loss_bbox_aux: 1.136194 loss_giou_aux: 1.460812 loss_mask_aux: 2.735485 loss_dice_aux: 2.624146 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.948839 eta: 8:25:19 batch_cost: 0.5487 data_cost: 0.0019 ips: 14.5796 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:28] ppdet.engine.callbacks INFO: Epoch: [75] [ 80/264] learning_rate: 0.000100 loss_class: 1.947845 loss_bbox: 0.139412 loss_giou: 0.215563 loss_mask: 0.362269 loss_dice: 0.387785 loss_class_aux: 12.864417 loss_bbox_aux: 0.951279 loss_giou_aux: 1.377251 loss_mask_aux: 2.217449 loss_dice_aux: 2.381754 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.101959 eta: 8:25:05 batch_cost: 0.5836 data_cost: 0.0025 ips: 13.7071 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:35] ppdet.engine.callbacks INFO: Epoch: [75] [ 90/264] learning_rate: 0.000100 loss_class: 2.217891 loss_bbox: 0.141015 loss_giou: 0.213644 loss_mask: 0.360191 loss_dice: 0.388864 loss_class_aux: 13.780064 loss_bbox_aux: 1.007655 loss_giou_aux: 1.395760 loss_mask_aux: 2.276573 loss_dice_aux: 2.468686 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.552716 loss: 26.630009 eta: 8:24:50 batch_cost: 0.5929 data_cost: 0.0022 ips: 13.4938 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:40] ppdet.engine.callbacks INFO: Epoch: [75] [100/264] learning_rate: 0.000100 loss_class: 2.057818 loss_bbox: 0.159398 loss_giou: 0.237500 loss_mask: 0.392064 loss_dice: 0.438702 loss_class_aux: 13.137256 loss_bbox_aux: 1.049328 loss_giou_aux: 1.508641 loss_mask_aux: 2.399602 loss_dice_aux: 2.634604 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.416281 loss: 25.734686 eta: 8:24:35 batch_cost: 0.5694 data_cost: 0.0020 ips: 14.0488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:42] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:35:42] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:35:47] ppdet.engine.callbacks INFO: Epoch: [75] [110/264] learning_rate: 0.000100 loss_class: 2.373700 loss_bbox: 0.159582 loss_giou: 0.226042 loss_mask: 0.433639 loss_dice: 0.435898 loss_class_aux: 14.713916 loss_bbox_aux: 1.054047 loss_giou_aux: 1.471863 loss_mask_aux: 2.678706 loss_dice_aux: 2.715292 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546886 loss: 27.998132 eta: 8:24:21 batch_cost: 0.6292 data_cost: 0.0021 ips: 12.7147 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:35:53] ppdet.engine.callbacks INFO: Epoch: [75] [120/264] learning_rate: 0.000100 loss_class: 2.384310 loss_bbox: 0.169972 loss_giou: 0.233762 loss_mask: 0.398923 loss_dice: 0.437917 loss_class_aux: 15.010474 loss_bbox_aux: 1.117850 loss_giou_aux: 1.517502 loss_mask_aux: 2.785365 loss_dice_aux: 2.736465 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.469820 loss: 26.863772 eta: 8:24:06 batch_cost: 0.5734 data_cost: 0.0024 ips: 13.9511 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:00] ppdet.engine.callbacks INFO: Epoch: [75] [130/264] learning_rate: 0.000100 loss_class: 2.300588 loss_bbox: 0.197397 loss_giou: 0.239745 loss_mask: 0.527109 loss_dice: 0.484043 loss_class_aux: 14.690388 loss_bbox_aux: 1.272676 loss_giou_aux: 1.537069 loss_mask_aux: 3.305178 loss_dice_aux: 2.967044 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.615596 loss: 28.885871 eta: 8:23:52 batch_cost: 0.6139 data_cost: 0.0023 ips: 13.0322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:06] ppdet.engine.callbacks INFO: Epoch: [75] [140/264] learning_rate: 0.000100 loss_class: 2.195926 loss_bbox: 0.167082 loss_giou: 0.249943 loss_mask: 0.420513 loss_dice: 0.463605 loss_class_aux: 13.670940 loss_bbox_aux: 1.166074 loss_giou_aux: 1.597462 loss_mask_aux: 2.643983 loss_dice_aux: 2.848780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.234622 eta: 8:23:38 batch_cost: 0.6337 data_cost: 0.0023 ips: 12.6250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:12] ppdet.engine.callbacks INFO: Epoch: [75] [150/264] learning_rate: 0.000100 loss_class: 2.154006 loss_bbox: 0.170621 loss_giou: 0.223283 loss_mask: 0.439125 loss_dice: 0.430907 loss_class_aux: 13.616566 loss_bbox_aux: 1.147648 loss_giou_aux: 1.434968 loss_mask_aux: 2.749086 loss_dice_aux: 2.677259 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.624461 loss: 25.449576 eta: 8:23:23 batch_cost: 0.5925 data_cost: 0.0026 ips: 13.5017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:25] ppdet.engine.callbacks INFO: Epoch: [75] [160/264] learning_rate: 0.000100 loss_class: 2.345217 loss_bbox: 0.175591 loss_giou: 0.252609 loss_mask: 0.559967 loss_dice: 0.484198 loss_class_aux: 14.590336 loss_bbox_aux: 1.183659 loss_giou_aux: 1.622385 loss_mask_aux: 3.558189 loss_dice_aux: 2.975771 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.769550 loss: 28.000298 eta: 8:23:19 batch_cost: 1.2024 data_cost: 0.0017 ips: 6.6535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:37] ppdet.engine.callbacks INFO: Epoch: [75] [170/264] learning_rate: 0.000100 loss_class: 2.231512 loss_bbox: 0.168249 loss_giou: 0.234694 loss_mask: 0.448129 loss_dice: 0.434144 loss_class_aux: 13.728069 loss_bbox_aux: 1.126916 loss_giou_aux: 1.478677 loss_mask_aux: 2.599029 loss_dice_aux: 2.659833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.847229 loss: 27.301728 eta: 8:23:14 batch_cost: 1.2062 data_cost: 0.0017 ips: 6.6323 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:48] ppdet.engine.callbacks INFO: Epoch: [75] [180/264] learning_rate: 0.000100 loss_class: 2.363538 loss_bbox: 0.164592 loss_giou: 0.206747 loss_mask: 0.410172 loss_dice: 0.424510 loss_class_aux: 15.636011 loss_bbox_aux: 1.019439 loss_giou_aux: 1.372917 loss_mask_aux: 2.576499 loss_dice_aux: 2.653148 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.350857 loss: 28.385943 eta: 8:23:08 batch_cost: 1.0974 data_cost: 0.0017 ips: 7.2897 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:36:54] ppdet.engine.callbacks INFO: Epoch: [75] [190/264] learning_rate: 0.000100 loss_class: 2.080916 loss_bbox: 0.165172 loss_giou: 0.219195 loss_mask: 0.471092 loss_dice: 0.405839 loss_class_aux: 13.275513 loss_bbox_aux: 1.083095 loss_giou_aux: 1.428329 loss_mask_aux: 2.853734 loss_dice_aux: 2.498808 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.525027 eta: 8:22:52 batch_cost: 0.5321 data_cost: 0.0026 ips: 15.0342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:00] ppdet.engine.callbacks INFO: Epoch: [75] [200/264] learning_rate: 0.000100 loss_class: 2.041864 loss_bbox: 0.144759 loss_giou: 0.201490 loss_mask: 0.423242 loss_dice: 0.416620 loss_class_aux: 13.061195 loss_bbox_aux: 1.025773 loss_giou_aux: 1.315733 loss_mask_aux: 2.596160 loss_dice_aux: 2.578109 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.569504 eta: 8:22:38 batch_cost: 0.6077 data_cost: 0.0022 ips: 13.1651 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:06] ppdet.engine.callbacks INFO: Epoch: [75] [210/264] learning_rate: 0.000100 loss_class: 2.182860 loss_bbox: 0.149164 loss_giou: 0.215752 loss_mask: 0.410615 loss_dice: 0.427594 loss_class_aux: 13.718375 loss_bbox_aux: 1.009051 loss_giou_aux: 1.378917 loss_mask_aux: 2.497940 loss_dice_aux: 2.563295 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.450162 loss: 25.029280 eta: 8:22:23 batch_cost: 0.5905 data_cost: 0.0021 ips: 13.5473 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:13] ppdet.engine.callbacks INFO: Epoch: [75] [220/264] learning_rate: 0.000100 loss_class: 2.211462 loss_bbox: 0.141042 loss_giou: 0.235444 loss_mask: 0.356402 loss_dice: 0.441131 loss_class_aux: 14.309545 loss_bbox_aux: 0.953971 loss_giou_aux: 1.526009 loss_mask_aux: 2.207749 loss_dice_aux: 2.690180 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.663945 loss: 26.327119 eta: 8:22:09 batch_cost: 0.5945 data_cost: 0.0026 ips: 13.4560 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:19] ppdet.engine.callbacks INFO: Epoch: [75] [230/264] learning_rate: 0.000100 loss_class: 2.377437 loss_bbox: 0.189000 loss_giou: 0.228011 loss_mask: 0.702420 loss_dice: 0.532983 loss_class_aux: 14.776821 loss_bbox_aux: 1.221223 loss_giou_aux: 1.453237 loss_mask_aux: 4.028976 loss_dice_aux: 3.150928 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.564886 eta: 8:21:54 batch_cost: 0.5673 data_cost: 0.0025 ips: 14.1011 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:25] ppdet.engine.callbacks INFO: Epoch: [75] [240/264] learning_rate: 0.000100 loss_class: 2.171789 loss_bbox: 0.173042 loss_giou: 0.237146 loss_mask: 0.428500 loss_dice: 0.438017 loss_class_aux: 13.649218 loss_bbox_aux: 1.137024 loss_giou_aux: 1.554840 loss_mask_aux: 2.625465 loss_dice_aux: 2.742187 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.047281 eta: 8:21:39 batch_cost: 0.5744 data_cost: 0.0022 ips: 13.9268 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:30] ppdet.engine.callbacks INFO: Epoch: [75] [250/264] learning_rate: 0.000100 loss_class: 2.233681 loss_bbox: 0.162523 loss_giou: 0.210501 loss_mask: 0.438378 loss_dice: 0.431577 loss_class_aux: 14.491868 loss_bbox_aux: 1.099514 loss_giou_aux: 1.365061 loss_mask_aux: 2.614549 loss_dice_aux: 2.683049 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.435822 loss: 28.502659 eta: 8:21:24 batch_cost: 0.5545 data_cost: 0.0020 ips: 14.4287 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:37:36] ppdet.engine.callbacks INFO: Epoch: [75] [260/264] learning_rate: 0.000100 loss_class: 2.195038 loss_bbox: 0.147775 loss_giou: 0.204733 loss_mask: 0.395434 loss_dice: 0.429714 loss_class_aux: 13.704464 loss_bbox_aux: 1.017850 loss_giou_aux: 1.337370 loss_mask_aux: 2.469132 loss_dice_aux: 2.573329 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.466216 eta: 8:21:09 batch_cost: 0.5393 data_cost: 0.0019 ips: 14.8328 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:38:20] ppdet.engine.callbacks INFO: Epoch: [76] [  0/264] learning_rate: 0.000100 loss_class: 2.328807 loss_bbox: 0.150224 loss_giou: 0.209716 loss_mask: 0.427734 loss_dice: 0.444668 loss_class_aux: 14.920061 loss_bbox_aux: 1.074248 loss_giou_aux: 1.374633 loss_mask_aux: 2.705898 loss_dice_aux: 2.614450 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.586448 eta: 8:21:31 batch_cost: 2.2829 data_cost: 1.5902 ips: 3.5043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:38:29] ppdet.engine.callbacks INFO: Epoch: [76] [ 10/264] learning_rate: 0.000100 loss_class: 2.363766 loss_bbox: 0.178744 loss_giou: 0.256710 loss_mask: 0.468131 loss_dice: 0.494045 loss_class_aux: 14.883806 loss_bbox_aux: 1.153928 loss_giou_aux: 1.590009 loss_mask_aux: 2.508228 loss_dice_aux: 2.913225 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.640664 eta: 8:21:22 batch_cost: 0.8940 data_cost: 0.0024 ips: 8.9484 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:38:35] ppdet.engine.callbacks INFO: Epoch: [76] [ 20/264] learning_rate: 0.000100 loss_class: 2.019975 loss_bbox: 0.168998 loss_giou: 0.218776 loss_mask: 0.409951 loss_dice: 0.406745 loss_class_aux: 12.969431 loss_bbox_aux: 1.117972 loss_giou_aux: 1.397773 loss_mask_aux: 2.508534 loss_dice_aux: 2.473084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.529725 eta: 8:21:07 batch_cost: 0.5935 data_cost: 0.0022 ips: 13.4793 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:38:38] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:38:38] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:38:41] ppdet.engine.callbacks INFO: Epoch: [76] [ 30/264] learning_rate: 0.000100 loss_class: 2.217300 loss_bbox: 0.159880 loss_giou: 0.207833 loss_mask: 0.454470 loss_dice: 0.446541 loss_class_aux: 14.261737 loss_bbox_aux: 1.090775 loss_giou_aux: 1.348886 loss_mask_aux: 2.822905 loss_dice_aux: 2.752600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.511148 loss: 26.998834 eta: 8:20:52 batch_cost: 0.5655 data_cost: 0.0023 ips: 14.1473 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:38:47] ppdet.engine.callbacks INFO: Epoch: [76] [ 40/264] learning_rate: 0.000100 loss_class: 2.173813 loss_bbox: 0.175703 loss_giou: 0.237078 loss_mask: 0.465623 loss_dice: 0.463593 loss_class_aux: 13.944075 loss_bbox_aux: 1.152902 loss_giou_aux: 1.510304 loss_mask_aux: 2.967216 loss_dice_aux: 2.769846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.923702 eta: 8:20:38 batch_cost: 0.5903 data_cost: 0.0023 ips: 13.5521 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:38:54] ppdet.engine.callbacks INFO: Epoch: [76] [ 50/264] learning_rate: 0.000100 loss_class: 2.072520 loss_bbox: 0.168941 loss_giou: 0.211495 loss_mask: 0.409678 loss_dice: 0.427275 loss_class_aux: 13.437658 loss_bbox_aux: 1.079629 loss_giou_aux: 1.332146 loss_mask_aux: 2.445662 loss_dice_aux: 2.642283 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.866787 loss: 25.823121 eta: 8:20:23 batch_cost: 0.6040 data_cost: 0.0021 ips: 13.2453 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:00] ppdet.engine.callbacks INFO: Epoch: [76] [ 60/264] learning_rate: 0.000100 loss_class: 2.028989 loss_bbox: 0.160509 loss_giou: 0.217448 loss_mask: 0.406172 loss_dice: 0.424652 loss_class_aux: 12.903083 loss_bbox_aux: 1.057827 loss_giou_aux: 1.360286 loss_mask_aux: 2.429134 loss_dice_aux: 2.526023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.456817 loss: 25.834667 eta: 8:20:09 batch_cost: 0.6040 data_cost: 0.0021 ips: 13.2440 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:07] ppdet.engine.callbacks INFO: Epoch: [76] [ 70/264] learning_rate: 0.000100 loss_class: 2.160977 loss_bbox: 0.168450 loss_giou: 0.201350 loss_mask: 0.417303 loss_dice: 0.438238 loss_class_aux: 13.690846 loss_bbox_aux: 1.083216 loss_giou_aux: 1.290765 loss_mask_aux: 2.530926 loss_dice_aux: 2.638693 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.472998 eta: 8:19:55 batch_cost: 0.6420 data_cost: 0.0022 ips: 12.4616 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:13] ppdet.engine.callbacks INFO: Epoch: [76] [ 80/264] learning_rate: 0.000100 loss_class: 2.378053 loss_bbox: 0.210416 loss_giou: 0.237842 loss_mask: 0.488158 loss_dice: 0.443677 loss_class_aux: 15.639755 loss_bbox_aux: 1.301961 loss_giou_aux: 1.482477 loss_mask_aux: 3.018132 loss_dice_aux: 2.684549 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.829905 eta: 8:19:41 batch_cost: 0.5855 data_cost: 0.0021 ips: 13.6634 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:19] ppdet.engine.callbacks INFO: Epoch: [76] [ 90/264] learning_rate: 0.000100 loss_class: 1.982544 loss_bbox: 0.171109 loss_giou: 0.217663 loss_mask: 0.460415 loss_dice: 0.405857 loss_class_aux: 12.848753 loss_bbox_aux: 1.158318 loss_giou_aux: 1.369492 loss_mask_aux: 2.758372 loss_dice_aux: 2.438382 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.313811 eta: 8:19:26 batch_cost: 0.5688 data_cost: 0.0019 ips: 14.0635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:25] ppdet.engine.callbacks INFO: Epoch: [76] [100/264] learning_rate: 0.000100 loss_class: 2.269228 loss_bbox: 0.174842 loss_giou: 0.228836 loss_mask: 0.478461 loss_dice: 0.457090 loss_class_aux: 14.371092 loss_bbox_aux: 1.099622 loss_giou_aux: 1.431887 loss_mask_aux: 2.984825 loss_dice_aux: 2.760193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.470330 eta: 8:19:11 batch_cost: 0.5773 data_cost: 0.0019 ips: 13.8577 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:31] ppdet.engine.callbacks INFO: Epoch: [76] [110/264] learning_rate: 0.000100 loss_class: 2.268190 loss_bbox: 0.170991 loss_giou: 0.219767 loss_mask: 0.467102 loss_dice: 0.449045 loss_class_aux: 14.150497 loss_bbox_aux: 1.171884 loss_giou_aux: 1.406707 loss_mask_aux: 2.836752 loss_dice_aux: 2.706365 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.051774 eta: 8:18:57 batch_cost: 0.6327 data_cost: 0.0022 ips: 12.6446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:38] ppdet.engine.callbacks INFO: Epoch: [76] [120/264] learning_rate: 0.000100 loss_class: 2.259578 loss_bbox: 0.161042 loss_giou: 0.242139 loss_mask: 0.492347 loss_dice: 0.484157 loss_class_aux: 14.534587 loss_bbox_aux: 1.146825 loss_giou_aux: 1.508083 loss_mask_aux: 3.044304 loss_dice_aux: 2.946636 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.573330 loss: 27.801609 eta: 8:18:43 batch_cost: 0.5847 data_cost: 0.0019 ips: 13.6815 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:43] ppdet.engine.callbacks INFO: Epoch: [76] [130/264] learning_rate: 0.000100 loss_class: 2.348235 loss_bbox: 0.178682 loss_giou: 0.227165 loss_mask: 0.553262 loss_dice: 0.465189 loss_class_aux: 14.460268 loss_bbox_aux: 1.268940 loss_giou_aux: 1.441929 loss_mask_aux: 3.365882 loss_dice_aux: 2.798626 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.770472 eta: 8:18:28 batch_cost: 0.5444 data_cost: 0.0021 ips: 14.6957 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:50] ppdet.engine.callbacks INFO: Epoch: [76] [140/264] learning_rate: 0.000100 loss_class: 2.032785 loss_bbox: 0.144609 loss_giou: 0.217437 loss_mask: 0.332831 loss_dice: 0.452059 loss_class_aux: 13.118733 loss_bbox_aux: 0.931201 loss_giou_aux: 1.325986 loss_mask_aux: 2.012885 loss_dice_aux: 2.650573 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.784793 loss: 24.920404 eta: 8:18:14 batch_cost: 0.6114 data_cost: 0.0020 ips: 13.0839 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:39:55] ppdet.engine.callbacks INFO: Epoch: [76] [150/264] learning_rate: 0.000100 loss_class: 2.221439 loss_bbox: 0.152161 loss_giou: 0.206005 loss_mask: 0.456061 loss_dice: 0.412321 loss_class_aux: 14.079148 loss_bbox_aux: 1.046694 loss_giou_aux: 1.343348 loss_mask_aux: 2.867592 loss_dice_aux: 2.525084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.166903 eta: 8:17:58 batch_cost: 0.5402 data_cost: 0.0019 ips: 14.8083 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:02] ppdet.engine.callbacks INFO: Epoch: [76] [160/264] learning_rate: 0.000100 loss_class: 2.250815 loss_bbox: 0.176535 loss_giou: 0.217558 loss_mask: 0.475616 loss_dice: 0.456179 loss_class_aux: 14.176942 loss_bbox_aux: 1.096547 loss_giou_aux: 1.410360 loss_mask_aux: 2.934592 loss_dice_aux: 2.780199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.580890 eta: 8:17:45 batch_cost: 0.6306 data_cost: 0.0025 ips: 12.6869 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:08] ppdet.engine.callbacks INFO: Epoch: [76] [170/264] learning_rate: 0.000100 loss_class: 2.178509 loss_bbox: 0.175782 loss_giou: 0.220220 loss_mask: 0.449384 loss_dice: 0.477391 loss_class_aux: 13.869951 loss_bbox_aux: 1.100264 loss_giou_aux: 1.439713 loss_mask_aux: 2.751290 loss_dice_aux: 2.880539 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.474036 loss: 26.516757 eta: 8:17:30 batch_cost: 0.6026 data_cost: 0.0020 ips: 13.2758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:15] ppdet.engine.callbacks INFO: Epoch: [76] [180/264] learning_rate: 0.000100 loss_class: 2.164455 loss_bbox: 0.133465 loss_giou: 0.203273 loss_mask: 0.410094 loss_dice: 0.386515 loss_class_aux: 13.618469 loss_bbox_aux: 0.916199 loss_giou_aux: 1.337001 loss_mask_aux: 2.465964 loss_dice_aux: 2.389794 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.783703 eta: 8:17:16 batch_cost: 0.5938 data_cost: 0.0020 ips: 13.4736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:21] ppdet.engine.callbacks INFO: Epoch: [76] [190/264] learning_rate: 0.000100 loss_class: 2.215991 loss_bbox: 0.169864 loss_giou: 0.218639 loss_mask: 0.438149 loss_dice: 0.456864 loss_class_aux: 13.883424 loss_bbox_aux: 1.075089 loss_giou_aux: 1.415506 loss_mask_aux: 2.700848 loss_dice_aux: 2.815920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.598722 loss: 26.194860 eta: 8:17:01 batch_cost: 0.5715 data_cost: 0.0019 ips: 13.9972 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:27] ppdet.engine.callbacks INFO: Epoch: [76] [200/264] learning_rate: 0.000100 loss_class: 2.109505 loss_bbox: 0.157904 loss_giou: 0.215671 loss_mask: 0.402747 loss_dice: 0.422094 loss_class_aux: 13.964647 loss_bbox_aux: 1.037220 loss_giou_aux: 1.338111 loss_mask_aux: 2.442481 loss_dice_aux: 2.582789 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.372989 eta: 8:16:47 batch_cost: 0.5996 data_cost: 0.0022 ips: 13.3428 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:33] ppdet.engine.callbacks INFO: Epoch: [76] [210/264] learning_rate: 0.000100 loss_class: 2.144858 loss_bbox: 0.172179 loss_giou: 0.215306 loss_mask: 0.454313 loss_dice: 0.442804 loss_class_aux: 13.429154 loss_bbox_aux: 1.191314 loss_giou_aux: 1.422957 loss_mask_aux: 2.756747 loss_dice_aux: 2.682968 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.803842 eta: 8:16:33 batch_cost: 0.6011 data_cost: 0.0025 ips: 13.3087 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:43] ppdet.engine.callbacks INFO: Epoch: [76] [220/264] learning_rate: 0.000100 loss_class: 1.908260 loss_bbox: 0.156309 loss_giou: 0.230771 loss_mask: 0.396047 loss_dice: 0.434335 loss_class_aux: 12.431862 loss_bbox_aux: 1.070974 loss_giou_aux: 1.459607 loss_mask_aux: 2.519019 loss_dice_aux: 2.645976 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.681088 loss: 25.635232 eta: 8:16:24 batch_cost: 0.9688 data_cost: 0.0018 ips: 8.2578 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:53] ppdet.engine.callbacks INFO: Epoch: [76] [230/264] learning_rate: 0.000100 loss_class: 2.142002 loss_bbox: 0.169268 loss_giou: 0.239366 loss_mask: 0.425494 loss_dice: 0.448728 loss_class_aux: 13.199543 loss_bbox_aux: 1.050712 loss_giou_aux: 1.471705 loss_mask_aux: 2.549867 loss_dice_aux: 2.682536 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.047758 eta: 8:16:16 batch_cost: 0.9300 data_cost: 0.0013 ips: 8.6018 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:40:59] ppdet.engine.callbacks INFO: Epoch: [76] [240/264] learning_rate: 0.000100 loss_class: 2.000392 loss_bbox: 0.138714 loss_giou: 0.207229 loss_mask: 0.408973 loss_dice: 0.435792 loss_class_aux: 12.728166 loss_bbox_aux: 0.938351 loss_giou_aux: 1.306918 loss_mask_aux: 2.474932 loss_dice_aux: 2.587233 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.347185 eta: 8:16:00 batch_cost: 0.5496 data_cost: 0.0015 ips: 14.5570 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:41:05] ppdet.engine.callbacks INFO: Epoch: [76] [250/264] learning_rate: 0.000100 loss_class: 2.051079 loss_bbox: 0.179731 loss_giou: 0.231446 loss_mask: 0.418143 loss_dice: 0.426631 loss_class_aux: 13.171688 loss_bbox_aux: 1.201563 loss_giou_aux: 1.469115 loss_mask_aux: 2.452621 loss_dice_aux: 2.575582 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.532694 loss: 24.569850 eta: 8:15:47 batch_cost: 0.6138 data_cost: 0.0015 ips: 13.0342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:41:11] ppdet.engine.callbacks INFO: Epoch: [76] [260/264] learning_rate: 0.000100 loss_class: 2.568876 loss_bbox: 0.181408 loss_giou: 0.245941 loss_mask: 0.527911 loss_dice: 0.525112 loss_class_aux: 16.111630 loss_bbox_aux: 1.241310 loss_giou_aux: 1.578278 loss_mask_aux: 3.239919 loss_dice_aux: 3.067470 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.571116 loss: 31.332495 eta: 8:15:32 batch_cost: 0.5609 data_cost: 0.0016 ips: 14.2622 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:41:48] ppdet.engine.callbacks INFO: Epoch: [77] [  0/264] learning_rate: 0.000100 loss_class: 2.445032 loss_bbox: 0.195176 loss_giou: 0.251026 loss_mask: 0.588563 loss_dice: 0.525112 loss_class_aux: 15.021944 loss_bbox_aux: 1.343142 loss_giou_aux: 1.628888 loss_mask_aux: 3.658427 loss_dice_aux: 3.181744 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.016501 eta: 8:15:42 batch_cost: 1.6004 data_cost: 0.9888 ips: 4.9988 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:41:58] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:41:58] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:42:00] ppdet.engine.callbacks INFO: Epoch: [77] [ 10/264] learning_rate: 0.000100 loss_class: 2.041011 loss_bbox: 0.130026 loss_giou: 0.196189 loss_mask: 0.375215 loss_dice: 0.406887 loss_class_aux: 13.194613 loss_bbox_aux: 0.922839 loss_giou_aux: 1.299747 loss_mask_aux: 2.497988 loss_dice_aux: 2.530513 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.928761 eta: 8:15:37 batch_cost: 1.1657 data_cost: 0.0087 ips: 6.8627 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:07] ppdet.engine.callbacks INFO: Epoch: [77] [ 20/264] learning_rate: 0.000100 loss_class: 2.076571 loss_bbox: 0.143229 loss_giou: 0.203610 loss_mask: 0.363149 loss_dice: 0.442373 loss_class_aux: 13.559258 loss_bbox_aux: 0.936071 loss_giou_aux: 1.285773 loss_mask_aux: 2.278444 loss_dice_aux: 2.649651 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.648815 loss: 24.902514 eta: 8:15:24 batch_cost: 0.6377 data_cost: 0.0031 ips: 12.5449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:13] ppdet.engine.callbacks INFO: Epoch: [77] [ 30/264] learning_rate: 0.000100 loss_class: 2.458023 loss_bbox: 0.169691 loss_giou: 0.248649 loss_mask: 0.492710 loss_dice: 0.451119 loss_class_aux: 14.815712 loss_bbox_aux: 1.120428 loss_giou_aux: 1.609214 loss_mask_aux: 2.916974 loss_dice_aux: 2.753447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.432064 loss: 28.927269 eta: 8:15:10 batch_cost: 0.6473 data_cost: 0.0021 ips: 12.3582 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:20] ppdet.engine.callbacks INFO: Epoch: [77] [ 40/264] learning_rate: 0.000100 loss_class: 2.105621 loss_bbox: 0.186162 loss_giou: 0.222876 loss_mask: 0.509073 loss_dice: 0.453469 loss_class_aux: 13.549604 loss_bbox_aux: 1.215549 loss_giou_aux: 1.427623 loss_mask_aux: 3.036362 loss_dice_aux: 2.807130 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.948593 eta: 8:14:56 batch_cost: 0.5806 data_cost: 0.0021 ips: 13.7783 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:26] ppdet.engine.callbacks INFO: Epoch: [77] [ 50/264] learning_rate: 0.000100 loss_class: 2.209323 loss_bbox: 0.146978 loss_giou: 0.230214 loss_mask: 0.415026 loss_dice: 0.432972 loss_class_aux: 14.286797 loss_bbox_aux: 1.040143 loss_giou_aux: 1.474534 loss_mask_aux: 2.476394 loss_dice_aux: 2.684496 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.192674 eta: 8:14:41 batch_cost: 0.5894 data_cost: 0.0022 ips: 13.5728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:32] ppdet.engine.callbacks INFO: Epoch: [77] [ 60/264] learning_rate: 0.000100 loss_class: 2.432207 loss_bbox: 0.174735 loss_giou: 0.212965 loss_mask: 0.520208 loss_dice: 0.430015 loss_class_aux: 14.756589 loss_bbox_aux: 1.256191 loss_giou_aux: 1.391880 loss_mask_aux: 3.279247 loss_dice_aux: 2.646707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.990596 eta: 8:14:27 batch_cost: 0.5717 data_cost: 0.0022 ips: 13.9939 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:38] ppdet.engine.callbacks INFO: Epoch: [77] [ 70/264] learning_rate: 0.000100 loss_class: 2.267027 loss_bbox: 0.168185 loss_giou: 0.256728 loss_mask: 0.448320 loss_dice: 0.481348 loss_class_aux: 14.554386 loss_bbox_aux: 1.167501 loss_giou_aux: 1.657427 loss_mask_aux: 2.794370 loss_dice_aux: 2.916500 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.983967 loss: 28.935283 eta: 8:14:12 batch_cost: 0.5910 data_cost: 0.0020 ips: 13.5363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:44] ppdet.engine.callbacks INFO: Epoch: [77] [ 80/264] learning_rate: 0.000100 loss_class: 2.441474 loss_bbox: 0.173018 loss_giou: 0.219782 loss_mask: 0.430290 loss_dice: 0.442262 loss_class_aux: 14.943418 loss_bbox_aux: 1.119815 loss_giou_aux: 1.426247 loss_mask_aux: 2.687198 loss_dice_aux: 2.739073 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.846298 eta: 8:13:59 batch_cost: 0.6164 data_cost: 0.0022 ips: 12.9784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:51] ppdet.engine.callbacks INFO: Epoch: [77] [ 90/264] learning_rate: 0.000100 loss_class: 2.315780 loss_bbox: 0.207084 loss_giou: 0.246615 loss_mask: 0.560181 loss_dice: 0.498024 loss_class_aux: 14.682081 loss_bbox_aux: 1.338878 loss_giou_aux: 1.515299 loss_mask_aux: 3.398623 loss_dice_aux: 2.963826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.691735 eta: 8:13:45 batch_cost: 0.6089 data_cost: 0.0018 ips: 13.1376 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:42:57] ppdet.engine.callbacks INFO: Epoch: [77] [100/264] learning_rate: 0.000100 loss_class: 1.996248 loss_bbox: 0.148138 loss_giou: 0.229874 loss_mask: 0.348829 loss_dice: 0.428971 loss_class_aux: 12.925069 loss_bbox_aux: 0.979092 loss_giou_aux: 1.473780 loss_mask_aux: 2.146197 loss_dice_aux: 2.525035 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.429733 eta: 8:13:31 batch_cost: 0.6093 data_cost: 0.0021 ips: 13.1298 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:04] ppdet.engine.callbacks INFO: Epoch: [77] [110/264] learning_rate: 0.000100 loss_class: 2.039848 loss_bbox: 0.148001 loss_giou: 0.222332 loss_mask: 0.400793 loss_dice: 0.433618 loss_class_aux: 13.123430 loss_bbox_aux: 1.011725 loss_giou_aux: 1.423875 loss_mask_aux: 2.589570 loss_dice_aux: 2.723824 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.469165 loss: 26.164881 eta: 8:13:17 batch_cost: 0.6286 data_cost: 0.0021 ips: 12.7268 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:14] ppdet.engine.callbacks INFO: Epoch: [77] [120/264] learning_rate: 0.000100 loss_class: 2.300957 loss_bbox: 0.126509 loss_giou: 0.236364 loss_mask: 0.370957 loss_dice: 0.427537 loss_class_aux: 14.106462 loss_bbox_aux: 0.879432 loss_giou_aux: 1.517283 loss_mask_aux: 2.290560 loss_dice_aux: 2.665531 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.332511 eta: 8:13:09 batch_cost: 0.9668 data_cost: 0.0026 ips: 8.2751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:21] ppdet.engine.callbacks INFO: Epoch: [77] [130/264] learning_rate: 0.000100 loss_class: 1.870389 loss_bbox: 0.175027 loss_giou: 0.213449 loss_mask: 0.424638 loss_dice: 0.412141 loss_class_aux: 12.060628 loss_bbox_aux: 1.070516 loss_giou_aux: 1.334453 loss_mask_aux: 2.564532 loss_dice_aux: 2.547442 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.040668 eta: 8:12:57 batch_cost: 0.7439 data_cost: 0.0022 ips: 10.7542 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:28] ppdet.engine.callbacks INFO: Epoch: [77] [140/264] learning_rate: 0.000100 loss_class: 2.333194 loss_bbox: 0.169145 loss_giou: 0.261376 loss_mask: 0.411278 loss_dice: 0.462062 loss_class_aux: 14.798910 loss_bbox_aux: 1.082924 loss_giou_aux: 1.629399 loss_mask_aux: 2.463376 loss_dice_aux: 2.774521 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.423756 loss: 26.892102 eta: 8:12:43 batch_cost: 0.6122 data_cost: 0.0026 ips: 13.0681 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:34] ppdet.engine.callbacks INFO: Epoch: [77] [150/264] learning_rate: 0.000100 loss_class: 2.162881 loss_bbox: 0.166772 loss_giou: 0.229544 loss_mask: 0.452140 loss_dice: 0.446591 loss_class_aux: 13.518019 loss_bbox_aux: 1.091880 loss_giou_aux: 1.434916 loss_mask_aux: 2.764355 loss_dice_aux: 2.666606 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.255596 eta: 8:12:29 batch_cost: 0.5871 data_cost: 0.0021 ips: 13.6260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:40] ppdet.engine.callbacks INFO: Epoch: [77] [160/264] learning_rate: 0.000100 loss_class: 1.944020 loss_bbox: 0.190630 loss_giou: 0.210642 loss_mask: 0.503136 loss_dice: 0.430372 loss_class_aux: 12.646166 loss_bbox_aux: 1.267610 loss_giou_aux: 1.402801 loss_mask_aux: 3.143426 loss_dice_aux: 2.654492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.994215 eta: 8:12:14 batch_cost: 0.5945 data_cost: 0.0028 ips: 13.4563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:49] ppdet.engine.callbacks INFO: Epoch: [77] [170/264] learning_rate: 0.000100 loss_class: 2.090599 loss_bbox: 0.171063 loss_giou: 0.232712 loss_mask: 0.534755 loss_dice: 0.462336 loss_class_aux: 13.152445 loss_bbox_aux: 1.178539 loss_giou_aux: 1.531039 loss_mask_aux: 3.365313 loss_dice_aux: 2.880143 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.413162 loss: 25.643342 eta: 8:12:05 batch_cost: 0.9140 data_cost: 0.0021 ips: 8.7525 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:43:59] ppdet.engine.callbacks INFO: Epoch: [77] [180/264] learning_rate: 0.000100 loss_class: 2.170272 loss_bbox: 0.189279 loss_giou: 0.217410 loss_mask: 0.537480 loss_dice: 0.481722 loss_class_aux: 14.091229 loss_bbox_aux: 1.256216 loss_giou_aux: 1.371166 loss_mask_aux: 3.145181 loss_dice_aux: 2.889226 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.179942 eta: 8:11:57 batch_cost: 0.9637 data_cost: 0.0018 ips: 8.3012 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:06] ppdet.engine.callbacks INFO: Epoch: [77] [190/264] learning_rate: 0.000100 loss_class: 2.059539 loss_bbox: 0.163515 loss_giou: 0.225938 loss_mask: 0.484518 loss_dice: 0.412885 loss_class_aux: 13.029623 loss_bbox_aux: 1.028528 loss_giou_aux: 1.431345 loss_mask_aux: 2.771981 loss_dice_aux: 2.600099 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.137162 eta: 8:11:43 batch_cost: 0.5874 data_cost: 0.0019 ips: 13.6188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:12] ppdet.engine.callbacks INFO: Epoch: [77] [200/264] learning_rate: 0.000100 loss_class: 2.100626 loss_bbox: 0.161043 loss_giou: 0.217910 loss_mask: 0.485504 loss_dice: 0.454000 loss_class_aux: 13.320693 loss_bbox_aux: 1.025496 loss_giou_aux: 1.419106 loss_mask_aux: 2.771475 loss_dice_aux: 2.728984 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.486654 loss: 26.932605 eta: 8:11:28 batch_cost: 0.5794 data_cost: 0.0020 ips: 13.8070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:18] ppdet.engine.callbacks INFO: Epoch: [77] [210/264] learning_rate: 0.000100 loss_class: 2.383386 loss_bbox: 0.179601 loss_giou: 0.236071 loss_mask: 0.495531 loss_dice: 0.476575 loss_class_aux: 14.989099 loss_bbox_aux: 1.234326 loss_giou_aux: 1.488382 loss_mask_aux: 2.997267 loss_dice_aux: 2.789955 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.432668 loss: 27.702806 eta: 8:11:14 batch_cost: 0.6094 data_cost: 0.0020 ips: 13.1269 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:26] ppdet.engine.callbacks INFO: Epoch: [77] [220/264] learning_rate: 0.000100 loss_class: 2.105073 loss_bbox: 0.166128 loss_giou: 0.228767 loss_mask: 0.494853 loss_dice: 0.489327 loss_class_aux: 13.706566 loss_bbox_aux: 1.180258 loss_giou_aux: 1.499921 loss_mask_aux: 3.030873 loss_dice_aux: 3.035925 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.482902 eta: 8:11:03 batch_cost: 0.7812 data_cost: 0.0018 ips: 10.2401 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:36] ppdet.engine.callbacks INFO: Epoch: [77] [230/264] learning_rate: 0.000100 loss_class: 2.191333 loss_bbox: 0.156117 loss_giou: 0.251597 loss_mask: 0.402057 loss_dice: 0.499866 loss_class_aux: 14.021963 loss_bbox_aux: 1.014567 loss_giou_aux: 1.604891 loss_mask_aux: 2.434144 loss_dice_aux: 3.022664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.065642 loss: 27.681981 eta: 8:10:55 batch_cost: 0.9980 data_cost: 0.0015 ips: 8.0160 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:42] ppdet.engine.callbacks INFO: Epoch: [77] [240/264] learning_rate: 0.000100 loss_class: 2.031867 loss_bbox: 0.140992 loss_giou: 0.223907 loss_mask: 0.391069 loss_dice: 0.435856 loss_class_aux: 13.357429 loss_bbox_aux: 0.930793 loss_giou_aux: 1.430245 loss_mask_aux: 2.413241 loss_dice_aux: 2.622871 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.442857 loss: 24.811028 eta: 8:10:41 batch_cost: 0.5826 data_cost: 0.0015 ips: 13.7306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:44:48] ppdet.engine.callbacks INFO: Epoch: [77] [250/264] learning_rate: 0.000100 loss_class: 2.230205 loss_bbox: 0.162121 loss_giou: 0.219177 loss_mask: 0.418470 loss_dice: 0.447557 loss_class_aux: 13.740594 loss_bbox_aux: 1.069354 loss_giou_aux: 1.401437 loss_mask_aux: 2.607155 loss_dice_aux: 2.683032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.318797 eta: 8:10:26 batch_cost: 0.5677 data_cost: 0.0015 ips: 14.0920 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:45:00] ppdet.engine.callbacks INFO: Epoch: [77] [260/264] learning_rate: 0.000100 loss_class: 2.067955 loss_bbox: 0.165744 loss_giou: 0.218211 loss_mask: 0.412726 loss_dice: 0.434230 loss_class_aux: 12.962851 loss_bbox_aux: 1.114305 loss_giou_aux: 1.383142 loss_mask_aux: 2.490131 loss_dice_aux: 2.630439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.468513 loss: 25.070722 eta: 8:10:21 batch_cost: 1.1690 data_cost: 0.0013 ips: 6.8437 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:45:43] ppdet.engine.callbacks INFO: Epoch: [78] [  0/264] learning_rate: 0.000100 loss_class: 2.167334 loss_bbox: 0.142496 loss_giou: 0.220351 loss_mask: 0.326320 loss_dice: 0.420875 loss_class_aux: 13.442213 loss_bbox_aux: 0.954298 loss_giou_aux: 1.437288 loss_mask_aux: 1.929771 loss_dice_aux: 2.565088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.114448 eta: 8:10:40 batch_cost: 2.5790 data_cost: 1.2765 ips: 3.1020 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:45:51] ppdet.engine.callbacks INFO: Epoch: [78] [ 10/264] learning_rate: 0.000100 loss_class: 2.277324 loss_bbox: 0.169285 loss_giou: 0.231872 loss_mask: 0.476454 loss_dice: 0.477902 loss_class_aux: 14.364569 loss_bbox_aux: 1.102147 loss_giou_aux: 1.484253 loss_mask_aux: 2.950310 loss_dice_aux: 2.885087 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640387 loss: 27.855639 eta: 8:10:30 batch_cost: 0.8320 data_cost: 0.0052 ips: 9.6150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:45:58] ppdet.engine.callbacks INFO: Epoch: [78] [ 20/264] learning_rate: 0.000100 loss_class: 2.061758 loss_bbox: 0.166271 loss_giou: 0.241104 loss_mask: 0.358163 loss_dice: 0.450262 loss_class_aux: 13.680030 loss_bbox_aux: 1.037648 loss_giou_aux: 1.505536 loss_mask_aux: 2.219949 loss_dice_aux: 2.688483 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.381157 eta: 8:10:16 batch_cost: 0.6217 data_cost: 0.0029 ips: 12.8688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:46:13] ppdet.engine.callbacks INFO: Epoch: [78] [ 30/264] learning_rate: 0.000100 loss_class: 2.284897 loss_bbox: 0.169627 loss_giou: 0.250112 loss_mask: 0.472867 loss_dice: 0.477126 loss_class_aux: 14.295834 loss_bbox_aux: 1.135164 loss_giou_aux: 1.633719 loss_mask_aux: 2.909582 loss_dice_aux: 2.940109 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.336859 eta: 8:10:16 batch_cost: 1.4900 data_cost: 0.0025 ips: 5.3690 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:46:35] ppdet.engine.callbacks INFO: Epoch: [78] [ 40/264] learning_rate: 0.000100 loss_class: 2.262193 loss_bbox: 0.196976 loss_giou: 0.244744 loss_mask: 0.565174 loss_dice: 0.508938 loss_class_aux: 14.115959 loss_bbox_aux: 1.344312 loss_giou_aux: 1.548792 loss_mask_aux: 3.359843 loss_dice_aux: 2.980149 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.640544 eta: 8:10:27 batch_cost: 2.1881 data_cost: 0.0014 ips: 3.6562 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:46:51] ppdet.engine.callbacks INFO: Epoch: [78] [ 50/264] learning_rate: 0.000100 loss_class: 2.087575 loss_bbox: 0.164939 loss_giou: 0.216196 loss_mask: 0.439600 loss_dice: 0.440421 loss_class_aux: 13.561298 loss_bbox_aux: 1.094374 loss_giou_aux: 1.396586 loss_mask_aux: 2.546340 loss_dice_aux: 2.660268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.888958 eta: 8:10:28 batch_cost: 1.5682 data_cost: 0.0014 ips: 5.1012 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:47:13] ppdet.engine.callbacks INFO: Epoch: [78] [ 60/264] learning_rate: 0.000100 loss_class: 2.206240 loss_bbox: 0.156180 loss_giou: 0.210595 loss_mask: 0.478440 loss_dice: 0.436616 loss_class_aux: 13.878052 loss_bbox_aux: 1.111319 loss_giou_aux: 1.397977 loss_mask_aux: 2.915305 loss_dice_aux: 2.545441 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.223612 eta: 8:10:37 batch_cost: 2.0978 data_cost: 0.0014 ips: 3.8136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:47:32] ppdet.engine.callbacks INFO: Epoch: [78] [ 70/264] learning_rate: 0.000100 loss_class: 2.041528 loss_bbox: 0.170645 loss_giou: 0.207048 loss_mask: 0.405285 loss_dice: 0.423374 loss_class_aux: 13.679367 loss_bbox_aux: 1.067340 loss_giou_aux: 1.323432 loss_mask_aux: 2.463835 loss_dice_aux: 2.595418 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.759615 loss: 25.027030 eta: 8:10:44 batch_cost: 1.9525 data_cost: 0.0015 ips: 4.0974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:47:39] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:47:39] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:47:52] ppdet.engine.callbacks INFO: Epoch: [78] [ 80/264] learning_rate: 0.000100 loss_class: 2.112013 loss_bbox: 0.162624 loss_giou: 0.214902 loss_mask: 0.449254 loss_dice: 0.448251 loss_class_aux: 13.573656 loss_bbox_aux: 1.025372 loss_giou_aux: 1.309279 loss_mask_aux: 2.469080 loss_dice_aux: 2.591700 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.713039 loss: 25.077717 eta: 8:10:50 batch_cost: 1.9143 data_cost: 0.0015 ips: 4.1791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:48:12] ppdet.engine.callbacks INFO: Epoch: [78] [ 90/264] learning_rate: 0.000100 loss_class: 2.211432 loss_bbox: 0.186479 loss_giou: 0.233416 loss_mask: 0.551297 loss_dice: 0.434592 loss_class_aux: 14.260304 loss_bbox_aux: 1.238140 loss_giou_aux: 1.470368 loss_mask_aux: 3.174857 loss_dice_aux: 2.649000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.825869 eta: 8:10:57 batch_cost: 1.9615 data_cost: 0.0014 ips: 4.0785 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:48:33] ppdet.engine.callbacks INFO: Epoch: [78] [100/264] learning_rate: 0.000100 loss_class: 2.050596 loss_bbox: 0.151863 loss_giou: 0.210580 loss_mask: 0.457011 loss_dice: 0.412899 loss_class_aux: 13.004768 loss_bbox_aux: 1.005483 loss_giou_aux: 1.365885 loss_mask_aux: 2.705484 loss_dice_aux: 2.523131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.881412 eta: 8:11:07 batch_cost: 2.1380 data_cost: 0.0014 ips: 3.7418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:48:51] ppdet.engine.callbacks INFO: Epoch: [78] [110/264] learning_rate: 0.000100 loss_class: 2.073797 loss_bbox: 0.154171 loss_giou: 0.223804 loss_mask: 0.404682 loss_dice: 0.419136 loss_class_aux: 13.169045 loss_bbox_aux: 0.962904 loss_giou_aux: 1.389432 loss_mask_aux: 2.422722 loss_dice_aux: 2.539546 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.493782 eta: 8:11:10 batch_cost: 1.7323 data_cost: 0.0014 ips: 4.6182 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:49:05] ppdet.engine.callbacks INFO: Epoch: [78] [120/264] learning_rate: 0.000100 loss_class: 2.113032 loss_bbox: 0.145381 loss_giou: 0.217492 loss_mask: 0.450947 loss_dice: 0.453051 loss_class_aux: 13.323020 loss_bbox_aux: 0.935500 loss_giou_aux: 1.382170 loss_mask_aux: 2.797122 loss_dice_aux: 2.716580 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.795817 loss: 28.913437 eta: 8:11:09 batch_cost: 1.4270 data_cost: 0.0014 ips: 5.6063 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:49:13] ppdet.engine.callbacks INFO: Epoch: [78] [130/264] learning_rate: 0.000100 loss_class: 2.266264 loss_bbox: 0.164652 loss_giou: 0.236961 loss_mask: 0.458180 loss_dice: 0.431149 loss_class_aux: 14.572475 loss_bbox_aux: 1.051973 loss_giou_aux: 1.474324 loss_mask_aux: 2.546417 loss_dice_aux: 2.687224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.157845 eta: 8:10:58 batch_cost: 0.7931 data_cost: 0.0016 ips: 10.0873 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:49:19] ppdet.engine.callbacks INFO: Epoch: [78] [140/264] learning_rate: 0.000100 loss_class: 2.065201 loss_bbox: 0.132353 loss_giou: 0.206293 loss_mask: 0.395520 loss_dice: 0.420802 loss_class_aux: 13.001873 loss_bbox_aux: 0.904605 loss_giou_aux: 1.346019 loss_mask_aux: 2.379342 loss_dice_aux: 2.554501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.337137 eta: 8:10:43 batch_cost: 0.5507 data_cost: 0.0019 ips: 14.5261 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:49:28] ppdet.engine.callbacks INFO: Epoch: [78] [150/264] learning_rate: 0.000100 loss_class: 2.585721 loss_bbox: 0.161466 loss_giou: 0.244752 loss_mask: 0.399791 loss_dice: 0.450809 loss_class_aux: 15.707870 loss_bbox_aux: 1.121198 loss_giou_aux: 1.562157 loss_mask_aux: 2.608291 loss_dice_aux: 2.756630 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.634755 loss: 28.425427 eta: 8:10:33 batch_cost: 0.8638 data_cost: 0.0021 ips: 9.2615 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:49:35] ppdet.engine.callbacks INFO: Epoch: [78] [160/264] learning_rate: 0.000100 loss_class: 2.219444 loss_bbox: 0.151996 loss_giou: 0.235474 loss_mask: 0.444301 loss_dice: 0.467402 loss_class_aux: 13.910549 loss_bbox_aux: 1.101816 loss_giou_aux: 1.520569 loss_mask_aux: 2.649014 loss_dice_aux: 2.709561 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.681218 eta: 8:10:20 batch_cost: 0.6909 data_cost: 0.0017 ips: 11.5786 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:49:50] ppdet.engine.callbacks INFO: Epoch: [78] [170/264] learning_rate: 0.000100 loss_class: 2.163492 loss_bbox: 0.171447 loss_giou: 0.207935 loss_mask: 0.407495 loss_dice: 0.396113 loss_class_aux: 13.583461 loss_bbox_aux: 1.112230 loss_giou_aux: 1.368407 loss_mask_aux: 2.465566 loss_dice_aux: 2.467626 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.986947 eta: 8:10:19 batch_cost: 1.4028 data_cost: 0.0016 ips: 5.7028 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:50:05] ppdet.engine.callbacks INFO: Epoch: [78] [180/264] learning_rate: 0.000100 loss_class: 2.260805 loss_bbox: 0.175277 loss_giou: 0.243352 loss_mask: 0.435685 loss_dice: 0.443275 loss_class_aux: 14.772802 loss_bbox_aux: 1.155250 loss_giou_aux: 1.564922 loss_mask_aux: 2.818371 loss_dice_aux: 2.743235 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.071049 eta: 8:10:19 batch_cost: 1.5285 data_cost: 0.0014 ips: 5.2339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:50:23] ppdet.engine.callbacks INFO: Epoch: [78] [190/264] learning_rate: 0.000100 loss_class: 2.411983 loss_bbox: 0.164541 loss_giou: 0.239481 loss_mask: 0.577546 loss_dice: 0.450960 loss_class_aux: 14.969964 loss_bbox_aux: 1.133155 loss_giou_aux: 1.536724 loss_mask_aux: 3.736393 loss_dice_aux: 2.836315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.109451 loss: 29.572279 eta: 8:10:23 batch_cost: 1.7757 data_cost: 0.0014 ips: 4.5053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:50:43] ppdet.engine.callbacks INFO: Epoch: [78] [200/264] learning_rate: 0.000100 loss_class: 1.995773 loss_bbox: 0.129735 loss_giou: 0.219096 loss_mask: 0.372044 loss_dice: 0.426559 loss_class_aux: 12.929264 loss_bbox_aux: 0.892308 loss_giou_aux: 1.402122 loss_mask_aux: 2.375300 loss_dice_aux: 2.591078 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.785326 loss: 25.121082 eta: 8:10:29 batch_cost: 1.9391 data_cost: 0.0014 ips: 4.1257 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:51:09] ppdet.engine.callbacks INFO: Epoch: [78] [210/264] learning_rate: 0.000100 loss_class: 2.199138 loss_bbox: 0.157453 loss_giou: 0.194373 loss_mask: 0.407721 loss_dice: 0.432945 loss_class_aux: 13.586854 loss_bbox_aux: 1.041037 loss_giou_aux: 1.322795 loss_mask_aux: 2.432998 loss_dice_aux: 2.662997 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.591540 eta: 8:10:46 batch_cost: 2.6151 data_cost: 0.0014 ips: 3.0591 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:51:32] ppdet.engine.callbacks INFO: Epoch: [78] [220/264] learning_rate: 0.000100 loss_class: 2.035657 loss_bbox: 0.168840 loss_giou: 0.220907 loss_mask: 0.567899 loss_dice: 0.463686 loss_class_aux: 13.606216 loss_bbox_aux: 1.187164 loss_giou_aux: 1.426286 loss_mask_aux: 3.330561 loss_dice_aux: 2.797679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.190171 eta: 8:10:57 batch_cost: 2.2239 data_cost: 0.0013 ips: 3.5972 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:51:52] ppdet.engine.callbacks INFO: Epoch: [78] [230/264] learning_rate: 0.000100 loss_class: 1.966733 loss_bbox: 0.131137 loss_giou: 0.208474 loss_mask: 0.386205 loss_dice: 0.404176 loss_class_aux: 13.118437 loss_bbox_aux: 0.904555 loss_giou_aux: 1.356582 loss_mask_aux: 2.281641 loss_dice_aux: 2.494933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.737108 eta: 8:11:05 batch_cost: 2.0465 data_cost: 0.0012 ips: 3.9091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:52:04] ppdet.engine.callbacks INFO: Epoch: [78] [240/264] learning_rate: 0.000100 loss_class: 2.152527 loss_bbox: 0.168004 loss_giou: 0.225147 loss_mask: 0.386767 loss_dice: 0.465344 loss_class_aux: 13.930761 loss_bbox_aux: 1.108094 loss_giou_aux: 1.419110 loss_mask_aux: 2.320127 loss_dice_aux: 2.794189 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.766628 eta: 8:11:00 batch_cost: 1.1569 data_cost: 0.0015 ips: 6.9148 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:52:19] ppdet.engine.callbacks INFO: Epoch: [78] [250/264] learning_rate: 0.000100 loss_class: 2.201785 loss_bbox: 0.175272 loss_giou: 0.221521 loss_mask: 0.463191 loss_dice: 0.415408 loss_class_aux: 14.231902 loss_bbox_aux: 1.182112 loss_giou_aux: 1.462344 loss_mask_aux: 2.841268 loss_dice_aux: 2.613273 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.535905 eta: 8:10:58 batch_cost: 1.4288 data_cost: 0.0013 ips: 5.5990 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:52:34] ppdet.engine.callbacks INFO: Epoch: [78] [260/264] learning_rate: 0.000100 loss_class: 2.248475 loss_bbox: 0.155132 loss_giou: 0.235460 loss_mask: 0.368367 loss_dice: 0.443141 loss_class_aux: 13.750439 loss_bbox_aux: 1.024347 loss_giou_aux: 1.518194 loss_mask_aux: 2.293613 loss_dice_aux: 2.729534 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.817340 eta: 8:10:58 batch_cost: 1.4822 data_cost: 0.0014 ips: 5.3975 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:53:16] ppdet.engine.callbacks INFO: Epoch: [79] [  0/264] learning_rate: 0.000100 loss_class: 2.126394 loss_bbox: 0.150413 loss_giou: 0.221414 loss_mask: 0.357487 loss_dice: 0.438167 loss_class_aux: 13.420778 loss_bbox_aux: 0.972018 loss_giou_aux: 1.426952 loss_mask_aux: 2.186541 loss_dice_aux: 2.674861 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.790481 loss: 24.770454 eta: 8:11:14 batch_cost: 2.5523 data_cost: 1.1676 ips: 3.1344 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:53:26] ppdet.engine.callbacks INFO: Epoch: [79] [ 10/264] learning_rate: 0.000100 loss_class: 2.334500 loss_bbox: 0.160739 loss_giou: 0.224603 loss_mask: 0.436254 loss_dice: 0.424545 loss_class_aux: 14.074672 loss_bbox_aux: 1.075630 loss_giou_aux: 1.438405 loss_mask_aux: 2.608252 loss_dice_aux: 2.614610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.681244 eta: 8:11:05 batch_cost: 0.9578 data_cost: 0.0081 ips: 8.3527 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:53:33] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:53:33] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:53:33] ppdet.engine.callbacks INFO: Epoch: [79] [ 20/264] learning_rate: 0.000100 loss_class: 1.952379 loss_bbox: 0.148083 loss_giou: 0.212700 loss_mask: 0.424846 loss_dice: 0.413965 loss_class_aux: 12.669340 loss_bbox_aux: 1.014311 loss_giou_aux: 1.341264 loss_mask_aux: 2.602181 loss_dice_aux: 2.398857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.385611 loss: 25.583045 eta: 8:10:53 batch_cost: 0.7119 data_cost: 0.0059 ips: 11.2382 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:53:40] ppdet.engine.callbacks INFO: Epoch: [79] [ 30/264] learning_rate: 0.000100 loss_class: 1.795824 loss_bbox: 0.132809 loss_giou: 0.217535 loss_mask: 0.331798 loss_dice: 0.389934 loss_class_aux: 11.909375 loss_bbox_aux: 0.935512 loss_giou_aux: 1.384797 loss_mask_aux: 2.020912 loss_dice_aux: 2.387705 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.319574 eta: 8:10:40 batch_cost: 0.6681 data_cost: 0.0025 ips: 11.9738 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:53:47] ppdet.engine.callbacks INFO: Epoch: [79] [ 40/264] learning_rate: 0.000100 loss_class: 2.176808 loss_bbox: 0.161217 loss_giou: 0.218282 loss_mask: 0.476358 loss_dice: 0.426071 loss_class_aux: 13.943295 loss_bbox_aux: 1.069000 loss_giou_aux: 1.388905 loss_mask_aux: 2.911436 loss_dice_aux: 2.599254 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.732526 eta: 8:10:26 batch_cost: 0.6158 data_cost: 0.0020 ips: 12.9912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:53:53] ppdet.engine.callbacks INFO: Epoch: [79] [ 50/264] learning_rate: 0.000100 loss_class: 1.998055 loss_bbox: 0.139516 loss_giou: 0.220528 loss_mask: 0.350378 loss_dice: 0.407645 loss_class_aux: 12.535753 loss_bbox_aux: 0.962927 loss_giou_aux: 1.394399 loss_mask_aux: 2.112947 loss_dice_aux: 2.574836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.543819 loss: 24.719795 eta: 8:10:12 batch_cost: 0.6245 data_cost: 0.0020 ips: 12.8109 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:00] ppdet.engine.callbacks INFO: Epoch: [79] [ 60/264] learning_rate: 0.000100 loss_class: 1.809521 loss_bbox: 0.172907 loss_giou: 0.199931 loss_mask: 0.489218 loss_dice: 0.392794 loss_class_aux: 11.666688 loss_bbox_aux: 1.140654 loss_giou_aux: 1.282727 loss_mask_aux: 3.022715 loss_dice_aux: 2.359829 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.376325 eta: 8:09:58 batch_cost: 0.6126 data_cost: 0.0028 ips: 13.0584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:06] ppdet.engine.callbacks INFO: Epoch: [79] [ 70/264] learning_rate: 0.000100 loss_class: 2.061940 loss_bbox: 0.174075 loss_giou: 0.215286 loss_mask: 0.460086 loss_dice: 0.424790 loss_class_aux: 12.857557 loss_bbox_aux: 1.160841 loss_giou_aux: 1.353194 loss_mask_aux: 2.680287 loss_dice_aux: 2.581944 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.516875 loss: 25.442932 eta: 8:09:44 batch_cost: 0.5881 data_cost: 0.0023 ips: 13.6022 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:12] ppdet.engine.callbacks INFO: Epoch: [79] [ 80/264] learning_rate: 0.000100 loss_class: 2.027733 loss_bbox: 0.169677 loss_giou: 0.236118 loss_mask: 0.424897 loss_dice: 0.443406 loss_class_aux: 12.983253 loss_bbox_aux: 1.096899 loss_giou_aux: 1.486238 loss_mask_aux: 2.602743 loss_dice_aux: 2.681211 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.834150 eta: 8:09:30 batch_cost: 0.6311 data_cost: 0.0025 ips: 12.6753 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:19] ppdet.engine.callbacks INFO: Epoch: [79] [ 90/264] learning_rate: 0.000100 loss_class: 1.994343 loss_bbox: 0.165251 loss_giou: 0.219975 loss_mask: 0.438864 loss_dice: 0.434001 loss_class_aux: 12.990853 loss_bbox_aux: 1.093141 loss_giou_aux: 1.417820 loss_mask_aux: 2.628602 loss_dice_aux: 2.606611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.931968 eta: 8:09:16 batch_cost: 0.5919 data_cost: 0.0027 ips: 13.5153 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:25] ppdet.engine.callbacks INFO: Epoch: [79] [100/264] learning_rate: 0.000100 loss_class: 1.965490 loss_bbox: 0.166579 loss_giou: 0.222831 loss_mask: 0.442554 loss_dice: 0.420041 loss_class_aux: 12.357187 loss_bbox_aux: 1.129799 loss_giou_aux: 1.410933 loss_mask_aux: 2.766370 loss_dice_aux: 2.530222 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.231318 eta: 8:09:01 batch_cost: 0.5673 data_cost: 0.0023 ips: 14.1019 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:31] ppdet.engine.callbacks INFO: Epoch: [79] [110/264] learning_rate: 0.000100 loss_class: 2.298635 loss_bbox: 0.199192 loss_giou: 0.239389 loss_mask: 0.556178 loss_dice: 0.487253 loss_class_aux: 14.001347 loss_bbox_aux: 1.264835 loss_giou_aux: 1.540039 loss_mask_aux: 3.370622 loss_dice_aux: 2.960115 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.402967 eta: 8:08:48 batch_cost: 0.6332 data_cost: 0.0025 ips: 12.6347 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:38] ppdet.engine.callbacks INFO: Epoch: [79] [120/264] learning_rate: 0.000100 loss_class: 2.202243 loss_bbox: 0.180447 loss_giou: 0.227313 loss_mask: 0.423491 loss_dice: 0.432527 loss_class_aux: 14.098639 loss_bbox_aux: 1.161622 loss_giou_aux: 1.500140 loss_mask_aux: 2.602363 loss_dice_aux: 2.747408 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.780935 loss: 26.775320 eta: 8:08:34 batch_cost: 0.5954 data_cost: 0.0027 ips: 13.4361 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:44] ppdet.engine.callbacks INFO: Epoch: [79] [130/264] learning_rate: 0.000100 loss_class: 2.169444 loss_bbox: 0.208361 loss_giou: 0.264013 loss_mask: 0.534135 loss_dice: 0.506351 loss_class_aux: 13.640234 loss_bbox_aux: 1.291830 loss_giou_aux: 1.651378 loss_mask_aux: 3.194102 loss_dice_aux: 3.026641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.933457 eta: 8:08:20 batch_cost: 0.5921 data_cost: 0.0025 ips: 13.5113 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:50] ppdet.engine.callbacks INFO: Epoch: [79] [140/264] learning_rate: 0.000100 loss_class: 2.364582 loss_bbox: 0.172544 loss_giou: 0.218106 loss_mask: 0.450977 loss_dice: 0.442904 loss_class_aux: 14.424427 loss_bbox_aux: 1.114281 loss_giou_aux: 1.382088 loss_mask_aux: 2.743731 loss_dice_aux: 2.657000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.934664 eta: 8:08:05 batch_cost: 0.5584 data_cost: 0.0022 ips: 14.3277 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:54:56] ppdet.engine.callbacks INFO: Epoch: [79] [150/264] learning_rate: 0.000100 loss_class: 2.009455 loss_bbox: 0.147910 loss_giou: 0.223496 loss_mask: 0.379623 loss_dice: 0.414073 loss_class_aux: 13.002535 loss_bbox_aux: 0.994718 loss_giou_aux: 1.401758 loss_mask_aux: 2.332383 loss_dice_aux: 2.576757 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.083755 eta: 8:07:51 batch_cost: 0.6130 data_cost: 0.0022 ips: 13.0514 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:02] ppdet.engine.callbacks INFO: Epoch: [79] [160/264] learning_rate: 0.000100 loss_class: 2.182162 loss_bbox: 0.183774 loss_giou: 0.226078 loss_mask: 0.565334 loss_dice: 0.441150 loss_class_aux: 13.380477 loss_bbox_aux: 1.185290 loss_giou_aux: 1.411544 loss_mask_aux: 3.354535 loss_dice_aux: 2.659733 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.124055 eta: 8:07:37 batch_cost: 0.5809 data_cost: 0.0020 ips: 13.7726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:09] ppdet.engine.callbacks INFO: Epoch: [79] [170/264] learning_rate: 0.000100 loss_class: 1.972951 loss_bbox: 0.159915 loss_giou: 0.222787 loss_mask: 0.480386 loss_dice: 0.443669 loss_class_aux: 12.612308 loss_bbox_aux: 1.084966 loss_giou_aux: 1.413145 loss_mask_aux: 2.941463 loss_dice_aux: 2.669373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.396813 eta: 8:07:23 batch_cost: 0.6052 data_cost: 0.0020 ips: 13.2178 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:15] ppdet.engine.callbacks INFO: Epoch: [79] [180/264] learning_rate: 0.000100 loss_class: 2.279221 loss_bbox: 0.162504 loss_giou: 0.228696 loss_mask: 0.429246 loss_dice: 0.446590 loss_class_aux: 13.701049 loss_bbox_aux: 1.072316 loss_giou_aux: 1.440467 loss_mask_aux: 2.655688 loss_dice_aux: 2.681443 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.424072 loss: 25.366956 eta: 8:07:08 batch_cost: 0.5841 data_cost: 0.0019 ips: 13.6956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:21] ppdet.engine.callbacks INFO: Epoch: [79] [190/264] learning_rate: 0.000100 loss_class: 2.102743 loss_bbox: 0.164142 loss_giou: 0.209653 loss_mask: 0.432738 loss_dice: 0.412489 loss_class_aux: 13.598359 loss_bbox_aux: 1.149658 loss_giou_aux: 1.381030 loss_mask_aux: 2.699142 loss_dice_aux: 2.511519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.560325 eta: 8:06:54 batch_cost: 0.5751 data_cost: 0.0020 ips: 13.9110 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:27] ppdet.engine.callbacks INFO: Epoch: [79] [200/264] learning_rate: 0.000100 loss_class: 2.179582 loss_bbox: 0.148123 loss_giou: 0.208985 loss_mask: 0.373309 loss_dice: 0.407289 loss_class_aux: 13.761966 loss_bbox_aux: 0.978436 loss_giou_aux: 1.341686 loss_mask_aux: 2.278852 loss_dice_aux: 2.480515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.666992 loss: 24.866658 eta: 8:06:40 batch_cost: 0.5996 data_cost: 0.0020 ips: 13.3414 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:33] ppdet.engine.callbacks INFO: Epoch: [79] [210/264] learning_rate: 0.000100 loss_class: 2.216293 loss_bbox: 0.161165 loss_giou: 0.231064 loss_mask: 0.472552 loss_dice: 0.469915 loss_class_aux: 14.225690 loss_bbox_aux: 1.072128 loss_giou_aux: 1.501141 loss_mask_aux: 2.834232 loss_dice_aux: 2.866167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.263956 eta: 8:06:26 batch_cost: 0.5804 data_cost: 0.0019 ips: 13.7848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:39] ppdet.engine.callbacks INFO: Epoch: [79] [220/264] learning_rate: 0.000100 loss_class: 2.309293 loss_bbox: 0.197372 loss_giou: 0.226142 loss_mask: 0.549010 loss_dice: 0.448101 loss_class_aux: 14.751291 loss_bbox_aux: 1.303190 loss_giou_aux: 1.507504 loss_mask_aux: 3.346492 loss_dice_aux: 2.830664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.996294 eta: 8:06:11 batch_cost: 0.5435 data_cost: 0.0018 ips: 14.7181 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:45] ppdet.engine.callbacks INFO: Epoch: [79] [230/264] learning_rate: 0.000100 loss_class: 2.140579 loss_bbox: 0.144346 loss_giou: 0.211295 loss_mask: 0.442834 loss_dice: 0.407158 loss_class_aux: 13.679770 loss_bbox_aux: 0.951449 loss_giou_aux: 1.382506 loss_mask_aux: 2.924066 loss_dice_aux: 2.539858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.445046 loss: 25.391270 eta: 8:05:56 batch_cost: 0.5575 data_cost: 0.0016 ips: 14.3507 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:50] ppdet.engine.callbacks INFO: Epoch: [79] [240/264] learning_rate: 0.000100 loss_class: 2.068655 loss_bbox: 0.160895 loss_giou: 0.233573 loss_mask: 0.463517 loss_dice: 0.470554 loss_class_aux: 13.573717 loss_bbox_aux: 1.095679 loss_giou_aux: 1.490712 loss_mask_aux: 2.890664 loss_dice_aux: 2.733314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.225067 loss: 26.909485 eta: 8:05:41 batch_cost: 0.5459 data_cost: 0.0015 ips: 14.6546 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:55:56] ppdet.engine.callbacks INFO: Epoch: [79] [250/264] learning_rate: 0.000100 loss_class: 2.157793 loss_bbox: 0.155528 loss_giou: 0.208988 loss_mask: 0.392329 loss_dice: 0.431742 loss_class_aux: 13.533151 loss_bbox_aux: 1.099773 loss_giou_aux: 1.368407 loss_mask_aux: 2.538241 loss_dice_aux: 2.598126 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.157063 loss: 25.808042 eta: 8:05:27 batch_cost: 0.5685 data_cost: 0.0015 ips: 14.0732 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:56:02] ppdet.engine.callbacks INFO: Epoch: [79] [260/264] learning_rate: 0.000100 loss_class: 2.351526 loss_bbox: 0.165653 loss_giou: 0.226353 loss_mask: 0.528556 loss_dice: 0.461952 loss_class_aux: 14.732100 loss_bbox_aux: 1.090723 loss_giou_aux: 1.438725 loss_mask_aux: 3.215654 loss_dice_aux: 2.766088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.973238 eta: 8:05:12 batch_cost: 0.5666 data_cost: 0.0015 ips: 14.1193 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:56:30] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/79
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:56:35] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/79/inference/inference.yml
[05/14 00:56:35] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 00:56:35] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/79/inference
[05/14 00:56:38] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 00:56:46] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 00:56:54] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 00:56:58] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:56:58] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.718
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.612
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 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 ] = 0.398
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.774
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774
[05/14 00:57:00] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.38120617503629
[05/14 00:57:00] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 00:57:00] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/79
[05/14 00:57:00] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 00:57:00] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 00:57:05] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 00:57:10] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 00:57:10] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 00:57:10] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 00:57:29] ppdet.engine.callbacks INFO: Epoch: [80] [  0/264] learning_rate: 0.000100 loss_class: 2.031160 loss_bbox: 0.163345 loss_giou: 0.217146 loss_mask: 0.487491 loss_dice: 0.412085 loss_class_aux: 12.627067 loss_bbox_aux: 1.058452 loss_giou_aux: 1.393610 loss_mask_aux: 2.975607 loss_dice_aux: 2.518068 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.808803 eta: 8:05:31 batch_cost: 2.2238 data_cost: 1.4348 ips: 3.5974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:57:43] ppdet.engine.callbacks INFO: Epoch: [80] [ 10/264] learning_rate: 0.000100 loss_class: 2.055055 loss_bbox: 0.173154 loss_giou: 0.234456 loss_mask: 0.470912 loss_dice: 0.475761 loss_class_aux: 13.166821 loss_bbox_aux: 1.109350 loss_giou_aux: 1.479830 loss_mask_aux: 2.903853 loss_dice_aux: 2.886974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.609119 eta: 8:05:28 batch_cost: 1.3363 data_cost: 0.0038 ips: 5.9866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:57:49] ppdet.engine.callbacks INFO: Epoch: [80] [ 20/264] learning_rate: 0.000100 loss_class: 1.818672 loss_bbox: 0.136028 loss_giou: 0.208250 loss_mask: 0.406073 loss_dice: 0.388987 loss_class_aux: 11.533249 loss_bbox_aux: 0.944330 loss_giou_aux: 1.339990 loss_mask_aux: 2.455566 loss_dice_aux: 2.365308 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.602272 loss: 22.593401 eta: 8:05:14 batch_cost: 0.5858 data_cost: 0.0019 ips: 13.6563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:57:55] ppdet.engine.callbacks INFO: Epoch: [80] [ 30/264] learning_rate: 0.000100 loss_class: 2.299854 loss_bbox: 0.173094 loss_giou: 0.234025 loss_mask: 0.405506 loss_dice: 0.434496 loss_class_aux: 14.795138 loss_bbox_aux: 1.091029 loss_giou_aux: 1.470253 loss_mask_aux: 2.637465 loss_dice_aux: 2.617036 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.860504 loss: 26.808976 eta: 8:05:00 batch_cost: 0.6005 data_cost: 0.0020 ips: 13.3232 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:01] ppdet.engine.callbacks INFO: Epoch: [80] [ 40/264] learning_rate: 0.000100 loss_class: 2.122441 loss_bbox: 0.149569 loss_giou: 0.223263 loss_mask: 0.402277 loss_dice: 0.400596 loss_class_aux: 12.596135 loss_bbox_aux: 1.034156 loss_giou_aux: 1.446350 loss_mask_aux: 2.438658 loss_dice_aux: 2.496597 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.632709 loss: 26.251794 eta: 8:04:46 batch_cost: 0.6039 data_cost: 0.0022 ips: 13.2467 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:08] ppdet.engine.callbacks INFO: Epoch: [80] [ 50/264] learning_rate: 0.000100 loss_class: 2.299141 loss_bbox: 0.156619 loss_giou: 0.204235 loss_mask: 0.450026 loss_dice: 0.400854 loss_class_aux: 14.065308 loss_bbox_aux: 1.139616 loss_giou_aux: 1.360270 loss_mask_aux: 2.983041 loss_dice_aux: 2.593344 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.867775 eta: 8:04:32 batch_cost: 0.6081 data_cost: 0.0019 ips: 13.1561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:14] ppdet.engine.callbacks INFO: Epoch: [80] [ 60/264] learning_rate: 0.000100 loss_class: 2.149806 loss_bbox: 0.158528 loss_giou: 0.228617 loss_mask: 0.401945 loss_dice: 0.420598 loss_class_aux: 13.172612 loss_bbox_aux: 1.043959 loss_giou_aux: 1.435389 loss_mask_aux: 2.416209 loss_dice_aux: 2.578575 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.476001 loss: 23.837809 eta: 8:04:19 batch_cost: 0.6208 data_cost: 0.0021 ips: 12.8874 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:20] ppdet.engine.callbacks INFO: Epoch: [80] [ 70/264] learning_rate: 0.000100 loss_class: 2.278506 loss_bbox: 0.167326 loss_giou: 0.240248 loss_mask: 0.440233 loss_dice: 0.499215 loss_class_aux: 13.939423 loss_bbox_aux: 1.109662 loss_giou_aux: 1.544915 loss_mask_aux: 2.691323 loss_dice_aux: 3.054000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.508243 eta: 8:04:04 batch_cost: 0.5506 data_cost: 0.0022 ips: 14.5292 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:27] ppdet.engine.callbacks INFO: Epoch: [80] [ 80/264] learning_rate: 0.000100 loss_class: 2.299219 loss_bbox: 0.183458 loss_giou: 0.205368 loss_mask: 0.463859 loss_dice: 0.425876 loss_class_aux: 14.793556 loss_bbox_aux: 1.230272 loss_giou_aux: 1.380897 loss_mask_aux: 2.974320 loss_dice_aux: 2.708456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.052082 eta: 8:03:51 batch_cost: 0.6583 data_cost: 0.0022 ips: 12.1526 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:33] ppdet.engine.callbacks INFO: Epoch: [80] [ 90/264] learning_rate: 0.000100 loss_class: 2.130570 loss_bbox: 0.158269 loss_giou: 0.198973 loss_mask: 0.446867 loss_dice: 0.412871 loss_class_aux: 13.764098 loss_bbox_aux: 1.098181 loss_giou_aux: 1.300538 loss_mask_aux: 2.670850 loss_dice_aux: 2.512330 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.569866 eta: 8:03:37 batch_cost: 0.5725 data_cost: 0.0019 ips: 13.9732 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:39] ppdet.engine.callbacks INFO: Epoch: [80] [100/264] learning_rate: 0.000100 loss_class: 2.200747 loss_bbox: 0.191287 loss_giou: 0.239140 loss_mask: 0.396126 loss_dice: 0.442386 loss_class_aux: 14.100913 loss_bbox_aux: 1.216549 loss_giou_aux: 1.506271 loss_mask_aux: 2.415599 loss_dice_aux: 2.781896 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.552047 loss: 27.713895 eta: 8:03:23 batch_cost: 0.6013 data_cost: 0.0023 ips: 13.3050 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:46] ppdet.engine.callbacks INFO: Epoch: [80] [110/264] learning_rate: 0.000100 loss_class: 2.296611 loss_bbox: 0.166022 loss_giou: 0.219314 loss_mask: 0.463455 loss_dice: 0.451395 loss_class_aux: 14.201665 loss_bbox_aux: 1.077644 loss_giou_aux: 1.442178 loss_mask_aux: 2.885379 loss_dice_aux: 2.754849 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.883614 eta: 8:03:09 batch_cost: 0.6059 data_cost: 0.0021 ips: 13.2034 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:52] ppdet.engine.callbacks INFO: Epoch: [80] [120/264] learning_rate: 0.000100 loss_class: 2.218455 loss_bbox: 0.150847 loss_giou: 0.230515 loss_mask: 0.381837 loss_dice: 0.421156 loss_class_aux: 14.299002 loss_bbox_aux: 1.022882 loss_giou_aux: 1.468120 loss_mask_aux: 2.311384 loss_dice_aux: 2.527456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.096526 eta: 8:02:56 batch_cost: 0.6386 data_cost: 0.0023 ips: 12.5276 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:58:59] ppdet.engine.callbacks INFO: Epoch: [80] [130/264] learning_rate: 0.000100 loss_class: 2.214366 loss_bbox: 0.177175 loss_giou: 0.229058 loss_mask: 0.442364 loss_dice: 0.411130 loss_class_aux: 14.121805 loss_bbox_aux: 1.110889 loss_giou_aux: 1.426428 loss_mask_aux: 2.681602 loss_dice_aux: 2.517958 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.012015 eta: 8:02:42 batch_cost: 0.6147 data_cost: 0.0020 ips: 13.0150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:03] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 00:59:03] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 00:59:06] ppdet.engine.callbacks INFO: Epoch: [80] [140/264] learning_rate: 0.000100 loss_class: 2.187597 loss_bbox: 0.180741 loss_giou: 0.214764 loss_mask: 0.479935 loss_dice: 0.414842 loss_class_aux: 14.182846 loss_bbox_aux: 1.189145 loss_giou_aux: 1.403711 loss_mask_aux: 3.009306 loss_dice_aux: 2.678774 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.498718 eta: 8:02:30 batch_cost: 0.7091 data_cost: 0.0019 ips: 11.2824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:15] ppdet.engine.callbacks INFO: Epoch: [80] [150/264] learning_rate: 0.000100 loss_class: 2.245631 loss_bbox: 0.158099 loss_giou: 0.214244 loss_mask: 0.492236 loss_dice: 0.445573 loss_class_aux: 14.469412 loss_bbox_aux: 1.077393 loss_giou_aux: 1.386230 loss_mask_aux: 2.990963 loss_dice_aux: 2.706859 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.185986 eta: 8:02:20 batch_cost: 0.9020 data_cost: 0.0017 ips: 8.8696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:21] ppdet.engine.callbacks INFO: Epoch: [80] [160/264] learning_rate: 0.000100 loss_class: 2.278590 loss_bbox: 0.163987 loss_giou: 0.236776 loss_mask: 0.496702 loss_dice: 0.484753 loss_class_aux: 14.655200 loss_bbox_aux: 1.127724 loss_giou_aux: 1.541057 loss_mask_aux: 3.071514 loss_dice_aux: 2.947700 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.671125 eta: 8:02:06 batch_cost: 0.5896 data_cost: 0.0019 ips: 13.5694 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:28] ppdet.engine.callbacks INFO: Epoch: [80] [170/264] learning_rate: 0.000100 loss_class: 2.214400 loss_bbox: 0.190849 loss_giou: 0.240379 loss_mask: 0.421252 loss_dice: 0.453429 loss_class_aux: 14.123312 loss_bbox_aux: 1.168045 loss_giou_aux: 1.489742 loss_mask_aux: 2.612461 loss_dice_aux: 2.740245 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.861682 loss: 27.476987 eta: 8:01:52 batch_cost: 0.5963 data_cost: 0.0020 ips: 13.4164 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:34] ppdet.engine.callbacks INFO: Epoch: [80] [180/264] learning_rate: 0.000100 loss_class: 1.982385 loss_bbox: 0.172805 loss_giou: 0.202620 loss_mask: 0.504155 loss_dice: 0.448556 loss_class_aux: 13.183459 loss_bbox_aux: 1.094696 loss_giou_aux: 1.327460 loss_mask_aux: 3.121342 loss_dice_aux: 2.681978 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.063862 eta: 8:01:38 batch_cost: 0.6080 data_cost: 0.0022 ips: 13.1590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:46] ppdet.engine.callbacks INFO: Epoch: [80] [190/264] learning_rate: 0.000100 loss_class: 2.082588 loss_bbox: 0.163319 loss_giou: 0.204533 loss_mask: 0.433894 loss_dice: 0.432218 loss_class_aux: 13.966007 loss_bbox_aux: 1.108317 loss_giou_aux: 1.372422 loss_mask_aux: 2.831370 loss_dice_aux: 2.704447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.635300 eta: 8:01:32 batch_cost: 1.1268 data_cost: 0.0024 ips: 7.1000 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 00:59:58] ppdet.engine.callbacks INFO: Epoch: [80] [200/264] learning_rate: 0.000100 loss_class: 2.319160 loss_bbox: 0.203786 loss_giou: 0.233950 loss_mask: 0.520881 loss_dice: 0.470219 loss_class_aux: 14.816401 loss_bbox_aux: 1.272484 loss_giou_aux: 1.480886 loss_mask_aux: 3.198890 loss_dice_aux: 2.837265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.747579 eta: 8:01:27 batch_cost: 1.1783 data_cost: 0.0015 ips: 6.7895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:00:04] ppdet.engine.callbacks INFO: Epoch: [80] [210/264] learning_rate: 0.000100 loss_class: 2.315100 loss_bbox: 0.146545 loss_giou: 0.239709 loss_mask: 0.383347 loss_dice: 0.413490 loss_class_aux: 14.703858 loss_bbox_aux: 1.010762 loss_giou_aux: 1.498714 loss_mask_aux: 2.345434 loss_dice_aux: 2.503454 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.401116 loss: 26.342628 eta: 8:01:13 batch_cost: 0.5957 data_cost: 0.0019 ips: 13.4307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:00:16] ppdet.engine.callbacks INFO: Epoch: [80] [220/264] learning_rate: 0.000100 loss_class: 2.329690 loss_bbox: 0.163099 loss_giou: 0.237275 loss_mask: 0.506068 loss_dice: 0.461256 loss_class_aux: 14.892276 loss_bbox_aux: 1.071223 loss_giou_aux: 1.492384 loss_mask_aux: 3.037832 loss_dice_aux: 2.853207 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.367145 eta: 8:01:07 batch_cost: 1.1514 data_cost: 0.0015 ips: 6.9479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:00:25] ppdet.engine.callbacks INFO: Epoch: [80] [230/264] learning_rate: 0.000100 loss_class: 2.191416 loss_bbox: 0.151734 loss_giou: 0.213381 loss_mask: 0.438277 loss_dice: 0.454091 loss_class_aux: 13.701716 loss_bbox_aux: 1.015832 loss_giou_aux: 1.352671 loss_mask_aux: 2.732929 loss_dice_aux: 2.712846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.344521 eta: 8:00:58 batch_cost: 0.8800 data_cost: 0.0014 ips: 9.0909 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:00:31] ppdet.engine.callbacks INFO: Epoch: [80] [240/264] learning_rate: 0.000100 loss_class: 2.222761 loss_bbox: 0.171832 loss_giou: 0.238627 loss_mask: 0.545968 loss_dice: 0.466790 loss_class_aux: 15.063380 loss_bbox_aux: 1.121633 loss_giou_aux: 1.462257 loss_mask_aux: 3.337090 loss_dice_aux: 2.908943 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.738351 loss: 31.008128 eta: 8:00:44 batch_cost: 0.5933 data_cost: 0.0015 ips: 13.4840 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:00:37] ppdet.engine.callbacks INFO: Epoch: [80] [250/264] learning_rate: 0.000100 loss_class: 2.048462 loss_bbox: 0.151215 loss_giou: 0.228763 loss_mask: 0.458390 loss_dice: 0.421576 loss_class_aux: 13.370863 loss_bbox_aux: 0.985961 loss_giou_aux: 1.424655 loss_mask_aux: 2.712714 loss_dice_aux: 2.638124 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.576012 loss: 25.535937 eta: 8:00:30 batch_cost: 0.5847 data_cost: 0.0015 ips: 13.6829 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:00:43] ppdet.engine.callbacks INFO: Epoch: [80] [260/264] learning_rate: 0.000100 loss_class: 2.355121 loss_bbox: 0.169778 loss_giou: 0.224212 loss_mask: 0.463861 loss_dice: 0.445205 loss_class_aux: 14.869389 loss_bbox_aux: 1.161494 loss_giou_aux: 1.431048 loss_mask_aux: 2.985606 loss_dice_aux: 2.808782 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.676734 eta: 8:00:16 batch_cost: 0.5983 data_cost: 0.0015 ips: 13.3708 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:01:24] ppdet.engine.callbacks INFO: Epoch: [81] [  0/264] learning_rate: 0.000100 loss_class: 2.316511 loss_bbox: 0.184967 loss_giou: 0.217642 loss_mask: 0.529133 loss_dice: 0.464100 loss_class_aux: 14.957396 loss_bbox_aux: 1.243113 loss_giou_aux: 1.419141 loss_mask_aux: 3.365370 loss_dice_aux: 2.891602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.012267 eta: 8:00:29 batch_cost: 1.8872 data_cost: 1.2323 ips: 4.2392 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:01:33] ppdet.engine.callbacks INFO: Epoch: [81] [ 10/264] learning_rate: 0.000100 loss_class: 1.967870 loss_bbox: 0.151084 loss_giou: 0.198212 loss_mask: 0.499535 loss_dice: 0.417990 loss_class_aux: 13.042693 loss_bbox_aux: 0.982623 loss_giou_aux: 1.284909 loss_mask_aux: 2.898248 loss_dice_aux: 2.565434 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.799249 eta: 8:00:20 batch_cost: 0.9005 data_cost: 0.0064 ips: 8.8840 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:01:41] ppdet.engine.callbacks INFO: Epoch: [81] [ 20/264] learning_rate: 0.000100 loss_class: 2.031785 loss_bbox: 0.157060 loss_giou: 0.200276 loss_mask: 0.363485 loss_dice: 0.410106 loss_class_aux: 13.596334 loss_bbox_aux: 0.893486 loss_giou_aux: 1.270715 loss_mask_aux: 2.174896 loss_dice_aux: 2.400221 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.252959 eta: 8:00:07 batch_cost: 0.6641 data_cost: 0.0025 ips: 12.0467 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:01:48] ppdet.engine.callbacks INFO: Epoch: [81] [ 30/264] learning_rate: 0.000100 loss_class: 2.137955 loss_bbox: 0.156282 loss_giou: 0.220905 loss_mask: 0.463749 loss_dice: 0.452394 loss_class_aux: 13.723598 loss_bbox_aux: 1.061852 loss_giou_aux: 1.447395 loss_mask_aux: 2.850567 loss_dice_aux: 2.774983 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.983644 eta: 7:59:55 batch_cost: 0.7034 data_cost: 0.0025 ips: 11.3741 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:01:54] ppdet.engine.callbacks INFO: Epoch: [81] [ 40/264] learning_rate: 0.000100 loss_class: 1.952621 loss_bbox: 0.138065 loss_giou: 0.214731 loss_mask: 0.317283 loss_dice: 0.410583 loss_class_aux: 12.292691 loss_bbox_aux: 0.894516 loss_giou_aux: 1.350384 loss_mask_aux: 1.923027 loss_dice_aux: 2.469566 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.811256 eta: 7:59:41 batch_cost: 0.5995 data_cost: 0.0020 ips: 13.3446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:00] ppdet.engine.callbacks INFO: Epoch: [81] [ 50/264] learning_rate: 0.000100 loss_class: 2.193177 loss_bbox: 0.149273 loss_giou: 0.222678 loss_mask: 0.388479 loss_dice: 0.431261 loss_class_aux: 13.785635 loss_bbox_aux: 1.017034 loss_giou_aux: 1.457638 loss_mask_aux: 2.488937 loss_dice_aux: 2.691834 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.758423 eta: 7:59:26 batch_cost: 0.5458 data_cost: 0.0019 ips: 14.6585 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:06] ppdet.engine.callbacks INFO: Epoch: [81] [ 60/264] learning_rate: 0.000100 loss_class: 2.211719 loss_bbox: 0.186652 loss_giou: 0.217799 loss_mask: 0.503905 loss_dice: 0.448296 loss_class_aux: 14.245254 loss_bbox_aux: 1.213701 loss_giou_aux: 1.393109 loss_mask_aux: 2.977538 loss_dice_aux: 2.697371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.607687 eta: 7:59:12 batch_cost: 0.5549 data_cost: 0.0020 ips: 14.4181 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:12] ppdet.engine.callbacks INFO: Epoch: [81] [ 70/264] learning_rate: 0.000100 loss_class: 2.481778 loss_bbox: 0.192454 loss_giou: 0.220835 loss_mask: 0.460427 loss_dice: 0.468645 loss_class_aux: 15.445699 loss_bbox_aux: 1.336281 loss_giou_aux: 1.488512 loss_mask_aux: 2.879670 loss_dice_aux: 2.833594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.471060 loss: 31.001510 eta: 7:58:58 batch_cost: 0.5913 data_cost: 0.0022 ips: 13.5305 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:18] ppdet.engine.callbacks INFO: Epoch: [81] [ 80/264] learning_rate: 0.000100 loss_class: 1.974223 loss_bbox: 0.169440 loss_giou: 0.230092 loss_mask: 0.355601 loss_dice: 0.424159 loss_class_aux: 12.383246 loss_bbox_aux: 1.083089 loss_giou_aux: 1.443868 loss_mask_aux: 2.250611 loss_dice_aux: 2.564535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.844687 eta: 7:58:44 batch_cost: 0.6143 data_cost: 0.0021 ips: 13.0219 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:25] ppdet.engine.callbacks INFO: Epoch: [81] [ 90/264] learning_rate: 0.000100 loss_class: 1.962424 loss_bbox: 0.155151 loss_giou: 0.222401 loss_mask: 0.429711 loss_dice: 0.422292 loss_class_aux: 12.369671 loss_bbox_aux: 1.006459 loss_giou_aux: 1.427070 loss_mask_aux: 2.617626 loss_dice_aux: 2.543481 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.498080 eta: 7:58:31 batch_cost: 0.6178 data_cost: 0.0019 ips: 12.9499 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:31] ppdet.engine.callbacks INFO: Epoch: [81] [100/264] learning_rate: 0.000100 loss_class: 2.042472 loss_bbox: 0.184135 loss_giou: 0.226059 loss_mask: 0.440414 loss_dice: 0.450791 loss_class_aux: 12.981469 loss_bbox_aux: 1.158019 loss_giou_aux: 1.450900 loss_mask_aux: 2.691568 loss_dice_aux: 2.632932 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.350761 eta: 7:58:17 batch_cost: 0.5895 data_cost: 0.0023 ips: 13.5714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:37] ppdet.engine.callbacks INFO: Epoch: [81] [110/264] learning_rate: 0.000100 loss_class: 1.965432 loss_bbox: 0.165306 loss_giou: 0.229296 loss_mask: 0.441810 loss_dice: 0.444487 loss_class_aux: 12.446866 loss_bbox_aux: 1.055311 loss_giou_aux: 1.466115 loss_mask_aux: 2.659272 loss_dice_aux: 2.696875 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.298776 eta: 7:58:03 batch_cost: 0.6054 data_cost: 0.0024 ips: 13.2154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:43] ppdet.engine.callbacks INFO: Epoch: [81] [120/264] learning_rate: 0.000100 loss_class: 2.160621 loss_bbox: 0.170309 loss_giou: 0.220581 loss_mask: 0.413292 loss_dice: 0.433419 loss_class_aux: 13.593905 loss_bbox_aux: 1.112299 loss_giou_aux: 1.422198 loss_mask_aux: 2.574595 loss_dice_aux: 2.702567 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.152949 eta: 7:57:49 batch_cost: 0.5751 data_cost: 0.0023 ips: 13.9095 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:50] ppdet.engine.callbacks INFO: Epoch: [81] [130/264] learning_rate: 0.000100 loss_class: 2.158395 loss_bbox: 0.170754 loss_giou: 0.229520 loss_mask: 0.431682 loss_dice: 0.454398 loss_class_aux: 14.319528 loss_bbox_aux: 1.058704 loss_giou_aux: 1.491674 loss_mask_aux: 2.667847 loss_dice_aux: 2.795806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.497161 loss: 27.065453 eta: 7:57:35 batch_cost: 0.5916 data_cost: 0.0024 ips: 13.5218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:02:56] ppdet.engine.callbacks INFO: Epoch: [81] [140/264] learning_rate: 0.000100 loss_class: 2.101627 loss_bbox: 0.160824 loss_giou: 0.229728 loss_mask: 0.437251 loss_dice: 0.452625 loss_class_aux: 13.702115 loss_bbox_aux: 1.017259 loss_giou_aux: 1.439706 loss_mask_aux: 2.549884 loss_dice_aux: 2.664839 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.740201 loss: 25.691132 eta: 7:57:22 batch_cost: 0.6328 data_cost: 0.0029 ips: 12.6422 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:03] ppdet.engine.callbacks INFO: Epoch: [81] [150/264] learning_rate: 0.000100 loss_class: 2.220881 loss_bbox: 0.165124 loss_giou: 0.226321 loss_mask: 0.513789 loss_dice: 0.469294 loss_class_aux: 13.924451 loss_bbox_aux: 1.152542 loss_giou_aux: 1.464342 loss_mask_aux: 3.336173 loss_dice_aux: 2.835696 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.662281 eta: 7:57:08 batch_cost: 0.6308 data_cost: 0.0022 ips: 12.6821 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:09] ppdet.engine.callbacks INFO: Epoch: [81] [160/264] learning_rate: 0.000100 loss_class: 2.044124 loss_bbox: 0.138270 loss_giou: 0.219432 loss_mask: 0.342903 loss_dice: 0.409865 loss_class_aux: 12.676002 loss_bbox_aux: 0.917074 loss_giou_aux: 1.420606 loss_mask_aux: 2.129712 loss_dice_aux: 2.459766 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.247330 eta: 7:56:54 batch_cost: 0.5682 data_cost: 0.0023 ips: 14.0806 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:15] ppdet.engine.callbacks INFO: Epoch: [81] [170/264] learning_rate: 0.000100 loss_class: 2.115952 loss_bbox: 0.150444 loss_giou: 0.217124 loss_mask: 0.409190 loss_dice: 0.429486 loss_class_aux: 13.210744 loss_bbox_aux: 1.040151 loss_giou_aux: 1.419730 loss_mask_aux: 2.460757 loss_dice_aux: 2.579325 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.116309 loss: 26.656076 eta: 7:56:41 batch_cost: 0.6182 data_cost: 0.0022 ips: 12.9417 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:21] ppdet.engine.callbacks INFO: Epoch: [81] [180/264] learning_rate: 0.000100 loss_class: 1.923108 loss_bbox: 0.140893 loss_giou: 0.207034 loss_mask: 0.370083 loss_dice: 0.389009 loss_class_aux: 12.318609 loss_bbox_aux: 0.928789 loss_giou_aux: 1.352583 loss_mask_aux: 2.274034 loss_dice_aux: 2.354083 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.745315 loss: 23.248794 eta: 7:56:27 batch_cost: 0.5800 data_cost: 0.0018 ips: 13.7929 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:28] ppdet.engine.callbacks INFO: Epoch: [81] [190/264] learning_rate: 0.000100 loss_class: 1.960330 loss_bbox: 0.139419 loss_giou: 0.204815 loss_mask: 0.406358 loss_dice: 0.416802 loss_class_aux: 12.945928 loss_bbox_aux: 0.947084 loss_giou_aux: 1.309217 loss_mask_aux: 2.265406 loss_dice_aux: 2.508413 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.056238 eta: 7:56:13 batch_cost: 0.6041 data_cost: 0.0019 ips: 13.2419 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:34] ppdet.engine.callbacks INFO: Epoch: [81] [200/264] learning_rate: 0.000100 loss_class: 2.377609 loss_bbox: 0.173578 loss_giou: 0.234668 loss_mask: 0.484127 loss_dice: 0.482291 loss_class_aux: 14.931129 loss_bbox_aux: 1.221359 loss_giou_aux: 1.522673 loss_mask_aux: 2.984062 loss_dice_aux: 2.943097 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.160753 eta: 7:55:59 batch_cost: 0.5859 data_cost: 0.0020 ips: 13.6536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:40] ppdet.engine.callbacks INFO: Epoch: [81] [210/264] learning_rate: 0.000100 loss_class: 1.994440 loss_bbox: 0.177135 loss_giou: 0.235260 loss_mask: 0.395062 loss_dice: 0.452509 loss_class_aux: 12.313414 loss_bbox_aux: 1.148260 loss_giou_aux: 1.497318 loss_mask_aux: 2.411104 loss_dice_aux: 2.749779 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.864451 eta: 7:55:45 batch_cost: 0.5424 data_cost: 0.0018 ips: 14.7486 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:45] ppdet.engine.callbacks INFO: Epoch: [81] [220/264] learning_rate: 0.000100 loss_class: 2.123519 loss_bbox: 0.161577 loss_giou: 0.219043 loss_mask: 0.427727 loss_dice: 0.426123 loss_class_aux: 13.439046 loss_bbox_aux: 1.113977 loss_giou_aux: 1.395020 loss_mask_aux: 2.625353 loss_dice_aux: 2.596553 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.208014 eta: 7:55:30 batch_cost: 0.5491 data_cost: 0.0020 ips: 14.5690 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:48] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:03:48] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:03:51] ppdet.engine.callbacks INFO: Epoch: [81] [230/264] learning_rate: 0.000100 loss_class: 2.151860 loss_bbox: 0.181532 loss_giou: 0.230286 loss_mask: 0.423110 loss_dice: 0.414134 loss_class_aux: 14.284280 loss_bbox_aux: 1.154554 loss_giou_aux: 1.480674 loss_mask_aux: 2.579435 loss_dice_aux: 2.576581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.743779 eta: 7:55:16 batch_cost: 0.5807 data_cost: 0.0016 ips: 13.7760 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:03:57] ppdet.engine.callbacks INFO: Epoch: [81] [240/264] learning_rate: 0.000100 loss_class: 2.171461 loss_bbox: 0.166019 loss_giou: 0.201749 loss_mask: 0.369399 loss_dice: 0.435860 loss_class_aux: 13.333568 loss_bbox_aux: 1.062598 loss_giou_aux: 1.252924 loss_mask_aux: 2.210103 loss_dice_aux: 2.648329 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.712013 loss: 25.613631 eta: 7:55:02 batch_cost: 0.5603 data_cost: 0.0018 ips: 14.2784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:04:03] ppdet.engine.callbacks INFO: Epoch: [81] [250/264] learning_rate: 0.000100 loss_class: 2.105536 loss_bbox: 0.143390 loss_giou: 0.217616 loss_mask: 0.392231 loss_dice: 0.414621 loss_class_aux: 13.918646 loss_bbox_aux: 1.016684 loss_giou_aux: 1.414847 loss_mask_aux: 2.441181 loss_dice_aux: 2.592761 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.763880 loss: 25.538285 eta: 7:54:48 batch_cost: 0.5686 data_cost: 0.0015 ips: 14.0693 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:04:09] ppdet.engine.callbacks INFO: Epoch: [81] [260/264] learning_rate: 0.000100 loss_class: 2.048183 loss_bbox: 0.183066 loss_giou: 0.247064 loss_mask: 0.428425 loss_dice: 0.458418 loss_class_aux: 13.300548 loss_bbox_aux: 1.180012 loss_giou_aux: 1.543959 loss_mask_aux: 2.761112 loss_dice_aux: 2.824362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.326048 eta: 7:54:34 batch_cost: 0.5906 data_cost: 0.0015 ips: 13.5451 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:04:49] ppdet.engine.callbacks INFO: Epoch: [82] [  0/264] learning_rate: 0.000100 loss_class: 2.056656 loss_bbox: 0.159257 loss_giou: 0.240352 loss_mask: 0.399595 loss_dice: 0.434588 loss_class_aux: 12.992443 loss_bbox_aux: 1.112389 loss_giou_aux: 1.521040 loss_mask_aux: 2.493998 loss_dice_aux: 2.693085 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640387 loss: 25.332257 eta: 7:54:46 batch_cost: 1.8114 data_cost: 1.1820 ips: 4.4164 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:00] ppdet.engine.callbacks INFO: Epoch: [82] [ 10/264] learning_rate: 0.000100 loss_class: 2.033358 loss_bbox: 0.162472 loss_giou: 0.234993 loss_mask: 0.447797 loss_dice: 0.470609 loss_class_aux: 13.157417 loss_bbox_aux: 1.116080 loss_giou_aux: 1.484650 loss_mask_aux: 2.787280 loss_dice_aux: 2.859378 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.306823 eta: 7:54:39 batch_cost: 1.0188 data_cost: 0.0081 ips: 7.8526 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:07] ppdet.engine.callbacks INFO: Epoch: [82] [ 20/264] learning_rate: 0.000100 loss_class: 1.896924 loss_bbox: 0.165892 loss_giou: 0.212529 loss_mask: 0.420647 loss_dice: 0.422548 loss_class_aux: 12.194461 loss_bbox_aux: 1.152044 loss_giou_aux: 1.413785 loss_mask_aux: 2.534999 loss_dice_aux: 2.585529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.270741 eta: 7:54:26 batch_cost: 0.6477 data_cost: 0.0024 ips: 12.3523 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:15] ppdet.engine.callbacks INFO: Epoch: [82] [ 30/264] learning_rate: 0.000100 loss_class: 2.151810 loss_bbox: 0.159841 loss_giou: 0.218103 loss_mask: 0.389814 loss_dice: 0.421053 loss_class_aux: 13.214913 loss_bbox_aux: 1.156308 loss_giou_aux: 1.451790 loss_mask_aux: 2.489916 loss_dice_aux: 2.641788 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.557911 eta: 7:54:15 batch_cost: 0.7866 data_cost: 0.0033 ips: 10.1707 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:22] ppdet.engine.callbacks INFO: Epoch: [82] [ 40/264] learning_rate: 0.000100 loss_class: 2.132118 loss_bbox: 0.146617 loss_giou: 0.218005 loss_mask: 0.426305 loss_dice: 0.413803 loss_class_aux: 13.410014 loss_bbox_aux: 0.958987 loss_giou_aux: 1.368918 loss_mask_aux: 2.590694 loss_dice_aux: 2.434546 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 3.215841 loss: 26.451660 eta: 7:54:01 batch_cost: 0.6097 data_cost: 0.0026 ips: 13.1203 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:28] ppdet.engine.callbacks INFO: Epoch: [82] [ 50/264] learning_rate: 0.000100 loss_class: 2.056311 loss_bbox: 0.159506 loss_giou: 0.201197 loss_mask: 0.423503 loss_dice: 0.403505 loss_class_aux: 13.527894 loss_bbox_aux: 1.077328 loss_giou_aux: 1.279709 loss_mask_aux: 2.650799 loss_dice_aux: 2.512028 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.937523 eta: 7:53:47 batch_cost: 0.5763 data_cost: 0.0025 ips: 13.8809 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:34] ppdet.engine.callbacks INFO: Epoch: [82] [ 60/264] learning_rate: 0.000100 loss_class: 2.232266 loss_bbox: 0.156106 loss_giou: 0.225149 loss_mask: 0.454152 loss_dice: 0.445246 loss_class_aux: 14.076406 loss_bbox_aux: 1.085464 loss_giou_aux: 1.501030 loss_mask_aux: 2.826810 loss_dice_aux: 2.681099 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.506243 loss: 26.425185 eta: 7:53:33 batch_cost: 0.5925 data_cost: 0.0023 ips: 13.5010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28423 MB
[05/14 01:05:40] ppdet.engine.callbacks INFO: Epoch: [82] [ 70/264] learning_rate: 0.000100 loss_class: 2.047096 loss_bbox: 0.154770 loss_giou: 0.228165 loss_mask: 0.348843 loss_dice: 0.467673 loss_class_aux: 13.146657 loss_bbox_aux: 1.035233 loss_giou_aux: 1.456203 loss_mask_aux: 2.163834 loss_dice_aux: 2.837299 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.652753 loss: 24.168090 eta: 7:53:19 batch_cost: 0.5716 data_cost: 0.0024 ips: 13.9961 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:05:46] ppdet.engine.callbacks INFO: Epoch: [82] [ 80/264] learning_rate: 0.000100 loss_class: 2.306942 loss_bbox: 0.166061 loss_giou: 0.208143 loss_mask: 0.457347 loss_dice: 0.441450 loss_class_aux: 14.802981 loss_bbox_aux: 1.074619 loss_giou_aux: 1.337845 loss_mask_aux: 2.864580 loss_dice_aux: 2.654995 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.806634 eta: 7:53:06 batch_cost: 0.5914 data_cost: 0.0022 ips: 13.5265 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:05:53] ppdet.engine.callbacks INFO: Epoch: [82] [ 90/264] learning_rate: 0.000100 loss_class: 2.513588 loss_bbox: 0.171450 loss_giou: 0.210266 loss_mask: 0.426940 loss_dice: 0.454832 loss_class_aux: 15.891227 loss_bbox_aux: 1.168652 loss_giou_aux: 1.319512 loss_mask_aux: 2.718317 loss_dice_aux: 2.795902 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.840541 eta: 7:52:52 batch_cost: 0.6366 data_cost: 0.0022 ips: 12.5674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:05:58] ppdet.engine.callbacks INFO: Epoch: [82] [100/264] learning_rate: 0.000100 loss_class: 2.191023 loss_bbox: 0.170243 loss_giou: 0.224322 loss_mask: 0.447568 loss_dice: 0.419459 loss_class_aux: 13.781957 loss_bbox_aux: 1.130788 loss_giou_aux: 1.420448 loss_mask_aux: 2.609063 loss_dice_aux: 2.562795 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.378733 eta: 7:52:38 batch_cost: 0.5568 data_cost: 0.0019 ips: 14.3677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:05] ppdet.engine.callbacks INFO: Epoch: [82] [110/264] learning_rate: 0.000100 loss_class: 2.098045 loss_bbox: 0.167291 loss_giou: 0.243563 loss_mask: 0.473894 loss_dice: 0.453762 loss_class_aux: 12.941448 loss_bbox_aux: 1.156417 loss_giou_aux: 1.575659 loss_mask_aux: 2.924877 loss_dice_aux: 2.823266 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.327697 eta: 7:52:24 batch_cost: 0.5787 data_cost: 0.0020 ips: 13.8240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:11] ppdet.engine.callbacks INFO: Epoch: [82] [120/264] learning_rate: 0.000100 loss_class: 2.295051 loss_bbox: 0.177020 loss_giou: 0.239753 loss_mask: 0.477617 loss_dice: 0.452644 loss_class_aux: 14.568444 loss_bbox_aux: 1.163942 loss_giou_aux: 1.515335 loss_mask_aux: 3.039096 loss_dice_aux: 2.773911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.483601 eta: 7:52:11 batch_cost: 0.6054 data_cost: 0.0023 ips: 13.2154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:17] ppdet.engine.callbacks INFO: Epoch: [82] [130/264] learning_rate: 0.000100 loss_class: 2.213781 loss_bbox: 0.165608 loss_giou: 0.235979 loss_mask: 0.423048 loss_dice: 0.486589 loss_class_aux: 14.207337 loss_bbox_aux: 1.116402 loss_giou_aux: 1.513809 loss_mask_aux: 2.593614 loss_dice_aux: 2.944752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.928828 eta: 7:51:57 batch_cost: 0.5987 data_cost: 0.0022 ips: 13.3629 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:24] ppdet.engine.callbacks INFO: Epoch: [82] [140/264] learning_rate: 0.000100 loss_class: 2.226495 loss_bbox: 0.187948 loss_giou: 0.221437 loss_mask: 0.576355 loss_dice: 0.499586 loss_class_aux: 13.977807 loss_bbox_aux: 1.276175 loss_giou_aux: 1.418830 loss_mask_aux: 3.661644 loss_dice_aux: 3.156070 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.071520 eta: 7:51:44 batch_cost: 0.6107 data_cost: 0.0022 ips: 13.1000 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:30] ppdet.engine.callbacks INFO: Epoch: [82] [150/264] learning_rate: 0.000100 loss_class: 2.283802 loss_bbox: 0.186904 loss_giou: 0.207266 loss_mask: 0.475789 loss_dice: 0.452666 loss_class_aux: 14.516100 loss_bbox_aux: 1.211341 loss_giou_aux: 1.369796 loss_mask_aux: 3.173029 loss_dice_aux: 2.835500 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.554722 eta: 7:51:30 batch_cost: 0.5799 data_cost: 0.0023 ips: 13.7954 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:36] ppdet.engine.callbacks INFO: Epoch: [82] [160/264] learning_rate: 0.000100 loss_class: 1.890278 loss_bbox: 0.150898 loss_giou: 0.205303 loss_mask: 0.435652 loss_dice: 0.407925 loss_class_aux: 11.868701 loss_bbox_aux: 0.996626 loss_giou_aux: 1.292942 loss_mask_aux: 2.753660 loss_dice_aux: 2.468449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.395479 eta: 7:51:16 batch_cost: 0.5811 data_cost: 0.0021 ips: 13.7665 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:41] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:06:41] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:06:42] ppdet.engine.callbacks INFO: Epoch: [82] [170/264] learning_rate: 0.000100 loss_class: 2.194978 loss_bbox: 0.201886 loss_giou: 0.265313 loss_mask: 0.561655 loss_dice: 0.545474 loss_class_aux: 14.076552 loss_bbox_aux: 1.320876 loss_giou_aux: 1.710825 loss_mask_aux: 3.348512 loss_dice_aux: 3.291937 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.917290 loss: 27.730301 eta: 7:51:02 batch_cost: 0.5895 data_cost: 0.0022 ips: 13.5720 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:48] ppdet.engine.callbacks INFO: Epoch: [82] [180/264] learning_rate: 0.000100 loss_class: 2.122171 loss_bbox: 0.163681 loss_giou: 0.230905 loss_mask: 0.438844 loss_dice: 0.458717 loss_class_aux: 13.529953 loss_bbox_aux: 1.050377 loss_giou_aux: 1.429689 loss_mask_aux: 2.564824 loss_dice_aux: 2.740967 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.522762 eta: 7:50:49 batch_cost: 0.6193 data_cost: 0.0030 ips: 12.9180 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:06:55] ppdet.engine.callbacks INFO: Epoch: [82] [190/264] learning_rate: 0.000100 loss_class: 2.193690 loss_bbox: 0.183080 loss_giou: 0.235472 loss_mask: 0.459633 loss_dice: 0.430996 loss_class_aux: 14.378971 loss_bbox_aux: 1.198535 loss_giou_aux: 1.530587 loss_mask_aux: 2.925544 loss_dice_aux: 2.658372 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.160793 eta: 7:50:36 batch_cost: 0.5997 data_cost: 0.0021 ips: 13.3390 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:01] ppdet.engine.callbacks INFO: Epoch: [82] [200/264] learning_rate: 0.000100 loss_class: 2.106846 loss_bbox: 0.156127 loss_giou: 0.219512 loss_mask: 0.436514 loss_dice: 0.420985 loss_class_aux: 13.905018 loss_bbox_aux: 1.071045 loss_giou_aux: 1.413035 loss_mask_aux: 2.905329 loss_dice_aux: 2.541772 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.135321 eta: 7:50:22 batch_cost: 0.5735 data_cost: 0.0022 ips: 13.9487 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:07] ppdet.engine.callbacks INFO: Epoch: [82] [210/264] learning_rate: 0.000100 loss_class: 2.147549 loss_bbox: 0.173360 loss_giou: 0.235886 loss_mask: 0.453529 loss_dice: 0.452664 loss_class_aux: 13.621427 loss_bbox_aux: 1.189166 loss_giou_aux: 1.495647 loss_mask_aux: 2.824647 loss_dice_aux: 2.755566 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.823179 eta: 7:50:08 batch_cost: 0.6008 data_cost: 0.0020 ips: 13.3149 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:13] ppdet.engine.callbacks INFO: Epoch: [82] [220/264] learning_rate: 0.000100 loss_class: 2.104831 loss_bbox: 0.161649 loss_giou: 0.224767 loss_mask: 0.413383 loss_dice: 0.446663 loss_class_aux: 13.306503 loss_bbox_aux: 1.070280 loss_giou_aux: 1.435325 loss_mask_aux: 2.573131 loss_dice_aux: 2.691970 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.685446 loss: 25.556538 eta: 7:49:54 batch_cost: 0.5876 data_cost: 0.0019 ips: 13.6139 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:19] ppdet.engine.callbacks INFO: Epoch: [82] [230/264] learning_rate: 0.000100 loss_class: 2.116067 loss_bbox: 0.187097 loss_giou: 0.252119 loss_mask: 0.465206 loss_dice: 0.501478 loss_class_aux: 14.193683 loss_bbox_aux: 1.211947 loss_giou_aux: 1.586921 loss_mask_aux: 2.840063 loss_dice_aux: 3.019203 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.639474 eta: 7:49:40 batch_cost: 0.5452 data_cost: 0.0021 ips: 14.6731 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:25] ppdet.engine.callbacks INFO: Epoch: [82] [240/264] learning_rate: 0.000100 loss_class: 2.126013 loss_bbox: 0.156361 loss_giou: 0.231779 loss_mask: 0.362515 loss_dice: 0.405952 loss_class_aux: 13.337884 loss_bbox_aux: 1.007729 loss_giou_aux: 1.488725 loss_mask_aux: 2.397700 loss_dice_aux: 2.514570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.796328 loss: 26.829580 eta: 7:49:26 batch_cost: 0.5495 data_cost: 0.0020 ips: 14.5579 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:30] ppdet.engine.callbacks INFO: Epoch: [82] [250/264] learning_rate: 0.000100 loss_class: 2.137251 loss_bbox: 0.163523 loss_giou: 0.222389 loss_mask: 0.489813 loss_dice: 0.457467 loss_class_aux: 14.448465 loss_bbox_aux: 1.122217 loss_giou_aux: 1.486831 loss_mask_aux: 2.916445 loss_dice_aux: 2.772146 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.914474 eta: 7:49:12 batch_cost: 0.5468 data_cost: 0.0019 ips: 14.6311 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:07:36] ppdet.engine.callbacks INFO: Epoch: [82] [260/264] learning_rate: 0.000100 loss_class: 1.943418 loss_bbox: 0.152979 loss_giou: 0.210059 loss_mask: 0.435665 loss_dice: 0.395499 loss_class_aux: 12.194148 loss_bbox_aux: 1.053289 loss_giou_aux: 1.388721 loss_mask_aux: 2.657348 loss_dice_aux: 2.407106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.558541 eta: 7:48:57 batch_cost: 0.5255 data_cost: 0.0019 ips: 15.2245 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:08:18] ppdet.engine.callbacks INFO: Epoch: [83] [  0/264] learning_rate: 0.000100 loss_class: 2.058458 loss_bbox: 0.160727 loss_giou: 0.202077 loss_mask: 0.457001 loss_dice: 0.400898 loss_class_aux: 13.030982 loss_bbox_aux: 1.106730 loss_giou_aux: 1.394888 loss_mask_aux: 2.727895 loss_dice_aux: 2.451267 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.800912 eta: 7:49:12 batch_cost: 1.9646 data_cost: 1.3373 ips: 4.0721 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:08:27] ppdet.engine.callbacks INFO: Epoch: [83] [ 10/264] learning_rate: 0.000100 loss_class: 2.331101 loss_bbox: 0.155377 loss_giou: 0.240464 loss_mask: 0.416294 loss_dice: 0.431385 loss_class_aux: 14.751966 loss_bbox_aux: 1.073575 loss_giou_aux: 1.520922 loss_mask_aux: 2.502719 loss_dice_aux: 2.690444 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.054123 eta: 7:49:01 batch_cost: 0.8392 data_cost: 0.0031 ips: 9.5332 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:08:33] ppdet.engine.callbacks INFO: Epoch: [83] [ 20/264] learning_rate: 0.000100 loss_class: 2.237793 loss_bbox: 0.166465 loss_giou: 0.242584 loss_mask: 0.419706 loss_dice: 0.443575 loss_class_aux: 13.683362 loss_bbox_aux: 1.078467 loss_giou_aux: 1.493631 loss_mask_aux: 2.647847 loss_dice_aux: 2.606730 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.552341 eta: 7:48:48 batch_cost: 0.5964 data_cost: 0.0028 ips: 13.4131 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:08:41] ppdet.engine.callbacks INFO: Epoch: [83] [ 30/264] learning_rate: 0.000100 loss_class: 2.010102 loss_bbox: 0.151360 loss_giou: 0.222092 loss_mask: 0.376714 loss_dice: 0.443292 loss_class_aux: 12.574257 loss_bbox_aux: 0.985319 loss_giou_aux: 1.468113 loss_mask_aux: 2.240427 loss_dice_aux: 2.663708 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.585569 eta: 7:48:37 batch_cost: 0.7684 data_cost: 0.0030 ips: 10.4118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:08:48] ppdet.engine.callbacks INFO: Epoch: [83] [ 40/264] learning_rate: 0.000100 loss_class: 2.015668 loss_bbox: 0.171529 loss_giou: 0.207380 loss_mask: 0.495355 loss_dice: 0.428437 loss_class_aux: 13.194637 loss_bbox_aux: 1.055441 loss_giou_aux: 1.319061 loss_mask_aux: 3.043174 loss_dice_aux: 2.544772 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.035689 eta: 7:48:23 batch_cost: 0.6013 data_cost: 0.0018 ips: 13.3044 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:08:54] ppdet.engine.callbacks INFO: Epoch: [83] [ 50/264] learning_rate: 0.000100 loss_class: 2.176128 loss_bbox: 0.196026 loss_giou: 0.264210 loss_mask: 0.525317 loss_dice: 0.490156 loss_class_aux: 13.797745 loss_bbox_aux: 1.269626 loss_giou_aux: 1.665160 loss_mask_aux: 3.380340 loss_dice_aux: 2.990098 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.401555 loss: 27.675655 eta: 7:48:10 batch_cost: 0.5829 data_cost: 0.0021 ips: 13.7240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:00] ppdet.engine.callbacks INFO: Epoch: [83] [ 60/264] learning_rate: 0.000100 loss_class: 2.200115 loss_bbox: 0.167053 loss_giou: 0.208933 loss_mask: 0.433757 loss_dice: 0.438232 loss_class_aux: 13.934492 loss_bbox_aux: 1.136757 loss_giou_aux: 1.386877 loss_mask_aux: 2.630138 loss_dice_aux: 2.721267 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.556036 loss: 26.814296 eta: 7:47:56 batch_cost: 0.6107 data_cost: 0.0021 ips: 13.0996 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:04] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:09:04] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:09:06] ppdet.engine.callbacks INFO: Epoch: [83] [ 70/264] learning_rate: 0.000100 loss_class: 1.825381 loss_bbox: 0.125494 loss_giou: 0.213075 loss_mask: 0.347781 loss_dice: 0.384022 loss_class_aux: 11.800227 loss_bbox_aux: 0.855917 loss_giou_aux: 1.371357 loss_mask_aux: 2.094166 loss_dice_aux: 2.405271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.907717 eta: 7:47:43 batch_cost: 0.5935 data_cost: 0.0020 ips: 13.4786 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:13] ppdet.engine.callbacks INFO: Epoch: [83] [ 80/264] learning_rate: 0.000100 loss_class: 2.325707 loss_bbox: 0.196279 loss_giou: 0.243747 loss_mask: 0.576456 loss_dice: 0.464925 loss_class_aux: 14.369765 loss_bbox_aux: 1.236169 loss_giou_aux: 1.490651 loss_mask_aux: 3.279565 loss_dice_aux: 2.738641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.218368 eta: 7:47:29 batch_cost: 0.5924 data_cost: 0.0022 ips: 13.5055 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:19] ppdet.engine.callbacks INFO: Epoch: [83] [ 90/264] learning_rate: 0.000100 loss_class: 2.084712 loss_bbox: 0.165829 loss_giou: 0.213301 loss_mask: 0.400314 loss_dice: 0.406541 loss_class_aux: 13.307945 loss_bbox_aux: 1.028400 loss_giou_aux: 1.359510 loss_mask_aux: 2.385000 loss_dice_aux: 2.462260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.966631 loss: 25.776664 eta: 7:47:15 batch_cost: 0.5886 data_cost: 0.0021 ips: 13.5926 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:26] ppdet.engine.callbacks INFO: Epoch: [83] [100/264] learning_rate: 0.000100 loss_class: 2.016146 loss_bbox: 0.158479 loss_giou: 0.236234 loss_mask: 0.397085 loss_dice: 0.430364 loss_class_aux: 12.756036 loss_bbox_aux: 1.033140 loss_giou_aux: 1.513124 loss_mask_aux: 2.421243 loss_dice_aux: 2.617919 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.479622 loss: 23.530025 eta: 7:47:03 batch_cost: 0.6722 data_cost: 0.0026 ips: 11.9009 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:32] ppdet.engine.callbacks INFO: Epoch: [83] [110/264] learning_rate: 0.000100 loss_class: 2.093537 loss_bbox: 0.155349 loss_giou: 0.224866 loss_mask: 0.451840 loss_dice: 0.442931 loss_class_aux: 13.068866 loss_bbox_aux: 1.051734 loss_giou_aux: 1.425016 loss_mask_aux: 2.667536 loss_dice_aux: 2.593668 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.424351 eta: 7:46:50 batch_cost: 0.6219 data_cost: 0.0020 ips: 12.8631 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:38] ppdet.engine.callbacks INFO: Epoch: [83] [120/264] learning_rate: 0.000100 loss_class: 2.061150 loss_bbox: 0.142115 loss_giou: 0.215425 loss_mask: 0.384592 loss_dice: 0.421605 loss_class_aux: 13.279768 loss_bbox_aux: 0.929618 loss_giou_aux: 1.356407 loss_mask_aux: 2.361735 loss_dice_aux: 2.621655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.644122 eta: 7:46:36 batch_cost: 0.5609 data_cost: 0.0018 ips: 14.2624 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:44] ppdet.engine.callbacks INFO: Epoch: [83] [130/264] learning_rate: 0.000100 loss_class: 2.128891 loss_bbox: 0.178856 loss_giou: 0.216357 loss_mask: 0.451938 loss_dice: 0.451703 loss_class_aux: 14.338144 loss_bbox_aux: 1.179501 loss_giou_aux: 1.402589 loss_mask_aux: 2.738795 loss_dice_aux: 2.763817 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.371349 eta: 7:46:23 batch_cost: 0.6016 data_cost: 0.0019 ips: 13.2986 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:51] ppdet.engine.callbacks INFO: Epoch: [83] [140/264] learning_rate: 0.000100 loss_class: 2.262814 loss_bbox: 0.172203 loss_giou: 0.247761 loss_mask: 0.477381 loss_dice: 0.462273 loss_class_aux: 14.245917 loss_bbox_aux: 1.148449 loss_giou_aux: 1.570107 loss_mask_aux: 3.009178 loss_dice_aux: 2.825673 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.460574 loss: 27.505681 eta: 7:46:10 batch_cost: 0.6409 data_cost: 0.0023 ips: 12.4819 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:09:58] ppdet.engine.callbacks INFO: Epoch: [83] [150/264] learning_rate: 0.000100 loss_class: 2.069369 loss_bbox: 0.156853 loss_giou: 0.210678 loss_mask: 0.511195 loss_dice: 0.440341 loss_class_aux: 13.315512 loss_bbox_aux: 0.983716 loss_giou_aux: 1.357719 loss_mask_aux: 2.863914 loss_dice_aux: 2.589667 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.137154 eta: 7:45:56 batch_cost: 0.6009 data_cost: 0.0022 ips: 13.3128 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:04] ppdet.engine.callbacks INFO: Epoch: [83] [160/264] learning_rate: 0.000100 loss_class: 1.849939 loss_bbox: 0.175179 loss_giou: 0.194899 loss_mask: 0.434343 loss_dice: 0.379424 loss_class_aux: 11.789748 loss_bbox_aux: 1.136735 loss_giou_aux: 1.265351 loss_mask_aux: 2.851198 loss_dice_aux: 2.391167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.951137 eta: 7:45:43 batch_cost: 0.5978 data_cost: 0.0021 ips: 13.3818 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:10] ppdet.engine.callbacks INFO: Epoch: [83] [170/264] learning_rate: 0.000100 loss_class: 2.098130 loss_bbox: 0.145791 loss_giou: 0.236634 loss_mask: 0.376413 loss_dice: 0.452144 loss_class_aux: 13.283326 loss_bbox_aux: 0.952253 loss_giou_aux: 1.544785 loss_mask_aux: 2.333011 loss_dice_aux: 2.817505 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.266707 eta: 7:45:29 batch_cost: 0.5756 data_cost: 0.0020 ips: 13.8993 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:16] ppdet.engine.callbacks INFO: Epoch: [83] [180/264] learning_rate: 0.000100 loss_class: 2.172541 loss_bbox: 0.159910 loss_giou: 0.234759 loss_mask: 0.446339 loss_dice: 0.451932 loss_class_aux: 13.136495 loss_bbox_aux: 1.136887 loss_giou_aux: 1.514252 loss_mask_aux: 3.094529 loss_dice_aux: 2.828050 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.246023 eta: 7:45:16 batch_cost: 0.6231 data_cost: 0.0018 ips: 12.8381 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:22] ppdet.engine.callbacks INFO: Epoch: [83] [190/264] learning_rate: 0.000100 loss_class: 2.166192 loss_bbox: 0.178055 loss_giou: 0.235294 loss_mask: 0.477253 loss_dice: 0.462054 loss_class_aux: 14.137833 loss_bbox_aux: 1.118273 loss_giou_aux: 1.492432 loss_mask_aux: 2.866950 loss_dice_aux: 2.754959 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.573465 loss: 28.792379 eta: 7:45:02 batch_cost: 0.5786 data_cost: 0.0022 ips: 13.8259 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:29] ppdet.engine.callbacks INFO: Epoch: [83] [200/264] learning_rate: 0.000100 loss_class: 2.075459 loss_bbox: 0.161789 loss_giou: 0.217017 loss_mask: 0.444942 loss_dice: 0.469225 loss_class_aux: 13.736933 loss_bbox_aux: 1.109910 loss_giou_aux: 1.382723 loss_mask_aux: 2.710235 loss_dice_aux: 2.765959 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.581145 loss: 26.129959 eta: 7:44:49 batch_cost: 0.5910 data_cost: 0.0019 ips: 13.5369 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:35] ppdet.engine.callbacks INFO: Epoch: [83] [210/264] learning_rate: 0.000100 loss_class: 2.250656 loss_bbox: 0.174868 loss_giou: 0.222113 loss_mask: 0.493851 loss_dice: 0.444512 loss_class_aux: 14.298957 loss_bbox_aux: 1.176521 loss_giou_aux: 1.436692 loss_mask_aux: 2.982706 loss_dice_aux: 2.659974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.681930 eta: 7:44:35 batch_cost: 0.5963 data_cost: 0.0023 ips: 13.4166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:41] ppdet.engine.callbacks INFO: Epoch: [83] [220/264] learning_rate: 0.000100 loss_class: 2.269917 loss_bbox: 0.178029 loss_giou: 0.205748 loss_mask: 0.423911 loss_dice: 0.459812 loss_class_aux: 14.383395 loss_bbox_aux: 1.144737 loss_giou_aux: 1.334645 loss_mask_aux: 2.549994 loss_dice_aux: 2.781185 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.659251 loss: 26.876259 eta: 7:44:22 batch_cost: 0.5936 data_cost: 0.0019 ips: 13.4765 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:47] ppdet.engine.callbacks INFO: Epoch: [83] [230/264] learning_rate: 0.000100 loss_class: 1.943034 loss_bbox: 0.135878 loss_giou: 0.225097 loss_mask: 0.367693 loss_dice: 0.403014 loss_class_aux: 12.258657 loss_bbox_aux: 0.919845 loss_giou_aux: 1.441862 loss_mask_aux: 2.230930 loss_dice_aux: 2.495352 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.820452 eta: 7:44:09 batch_cost: 0.5896 data_cost: 0.0017 ips: 13.5679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:53] ppdet.engine.callbacks INFO: Epoch: [83] [240/264] learning_rate: 0.000100 loss_class: 2.108226 loss_bbox: 0.138262 loss_giou: 0.214252 loss_mask: 0.416614 loss_dice: 0.391086 loss_class_aux: 13.201884 loss_bbox_aux: 0.956169 loss_giou_aux: 1.395953 loss_mask_aux: 2.588719 loss_dice_aux: 2.404687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.781704 loss: 24.441669 eta: 7:43:55 batch_cost: 0.5876 data_cost: 0.0015 ips: 13.6154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:10:59] ppdet.engine.callbacks INFO: Epoch: [83] [250/264] learning_rate: 0.000100 loss_class: 2.129106 loss_bbox: 0.165665 loss_giou: 0.222123 loss_mask: 0.466810 loss_dice: 0.417579 loss_class_aux: 13.889717 loss_bbox_aux: 1.112952 loss_giou_aux: 1.423763 loss_mask_aux: 2.927124 loss_dice_aux: 2.546529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.921883 eta: 7:43:41 batch_cost: 0.5670 data_cost: 0.0015 ips: 14.1101 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:11:05] ppdet.engine.callbacks INFO: Epoch: [83] [260/264] learning_rate: 0.000100 loss_class: 2.002510 loss_bbox: 0.176693 loss_giou: 0.219325 loss_mask: 0.474986 loss_dice: 0.454613 loss_class_aux: 12.779832 loss_bbox_aux: 1.191127 loss_giou_aux: 1.421650 loss_mask_aux: 2.872566 loss_dice_aux: 2.782371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.479865 loss: 25.491376 eta: 7:43:27 batch_cost: 0.5246 data_cost: 0.0014 ips: 15.2490 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:11:48] ppdet.engine.callbacks INFO: Epoch: [84] [  0/264] learning_rate: 0.000100 loss_class: 2.023776 loss_bbox: 0.176693 loss_giou: 0.235019 loss_mask: 0.493273 loss_dice: 0.474830 loss_class_aux: 13.203756 loss_bbox_aux: 1.222147 loss_giou_aux: 1.577731 loss_mask_aux: 3.017801 loss_dice_aux: 2.928363 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.244905 eta: 7:43:42 batch_cost: 2.0196 data_cost: 1.4447 ips: 3.9611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:11:57] ppdet.engine.callbacks INFO: Epoch: [84] [ 10/264] learning_rate: 0.000100 loss_class: 1.927825 loss_bbox: 0.144082 loss_giou: 0.192376 loss_mask: 0.329076 loss_dice: 0.381140 loss_class_aux: 12.083212 loss_bbox_aux: 0.932661 loss_giou_aux: 1.256227 loss_mask_aux: 2.031166 loss_dice_aux: 2.370673 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.142646 eta: 7:43:32 batch_cost: 0.8352 data_cost: 0.0039 ips: 9.5781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:04] ppdet.engine.callbacks INFO: Epoch: [84] [ 20/264] learning_rate: 0.000100 loss_class: 1.880491 loss_bbox: 0.138656 loss_giou: 0.206177 loss_mask: 0.447907 loss_dice: 0.404068 loss_class_aux: 12.450486 loss_bbox_aux: 0.985454 loss_giou_aux: 1.341019 loss_mask_aux: 2.742115 loss_dice_aux: 2.528011 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.603410 eta: 7:43:19 batch_cost: 0.6615 data_cost: 0.0023 ips: 12.0944 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:10] ppdet.engine.callbacks INFO: Epoch: [84] [ 30/264] learning_rate: 0.000100 loss_class: 2.305601 loss_bbox: 0.186803 loss_giou: 0.257438 loss_mask: 0.538723 loss_dice: 0.508771 loss_class_aux: 13.974027 loss_bbox_aux: 1.221723 loss_giou_aux: 1.614771 loss_mask_aux: 3.233999 loss_dice_aux: 3.087791 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.644663 loss: 28.048668 eta: 7:43:06 batch_cost: 0.6057 data_cost: 0.0046 ips: 13.2088 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:16] ppdet.engine.callbacks INFO: Epoch: [84] [ 40/264] learning_rate: 0.000100 loss_class: 1.990366 loss_bbox: 0.156776 loss_giou: 0.205054 loss_mask: 0.453733 loss_dice: 0.395876 loss_class_aux: 12.823268 loss_bbox_aux: 1.036530 loss_giou_aux: 1.343359 loss_mask_aux: 2.757827 loss_dice_aux: 2.441063 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.037302 eta: 7:42:52 batch_cost: 0.5867 data_cost: 0.0024 ips: 13.6356 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:23] ppdet.engine.callbacks INFO: Epoch: [84] [ 50/264] learning_rate: 0.000100 loss_class: 2.189165 loss_bbox: 0.158574 loss_giou: 0.222896 loss_mask: 0.447293 loss_dice: 0.431737 loss_class_aux: 14.315547 loss_bbox_aux: 1.129622 loss_giou_aux: 1.427191 loss_mask_aux: 2.808114 loss_dice_aux: 2.665466 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.924660 eta: 7:42:39 batch_cost: 0.6285 data_cost: 0.0029 ips: 12.7289 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:28] ppdet.engine.callbacks INFO: Epoch: [84] [ 60/264] learning_rate: 0.000100 loss_class: 1.974767 loss_bbox: 0.146661 loss_giou: 0.192929 loss_mask: 0.437213 loss_dice: 0.382795 loss_class_aux: 12.557494 loss_bbox_aux: 1.031662 loss_giou_aux: 1.243115 loss_mask_aux: 2.628802 loss_dice_aux: 2.312045 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.271894 eta: 7:42:25 batch_cost: 0.5519 data_cost: 0.0024 ips: 14.4957 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:35] ppdet.engine.callbacks INFO: Epoch: [84] [ 70/264] learning_rate: 0.000100 loss_class: 2.296351 loss_bbox: 0.181397 loss_giou: 0.241768 loss_mask: 0.514817 loss_dice: 0.484391 loss_class_aux: 14.499192 loss_bbox_aux: 1.216837 loss_giou_aux: 1.547114 loss_mask_aux: 3.238139 loss_dice_aux: 3.070925 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.692330 eta: 7:42:13 batch_cost: 0.6450 data_cost: 0.0025 ips: 12.4038 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:42] ppdet.engine.callbacks INFO: Epoch: [84] [ 80/264] learning_rate: 0.000100 loss_class: 2.035958 loss_bbox: 0.177943 loss_giou: 0.216901 loss_mask: 0.412554 loss_dice: 0.423009 loss_class_aux: 13.701247 loss_bbox_aux: 1.170091 loss_giou_aux: 1.393176 loss_mask_aux: 2.611630 loss_dice_aux: 2.627785 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.710581 loss: 26.611639 eta: 7:42:00 batch_cost: 0.6209 data_cost: 0.0019 ips: 12.8844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:47] ppdet.engine.callbacks INFO: Epoch: [84] [ 90/264] learning_rate: 0.000100 loss_class: 1.916362 loss_bbox: 0.148920 loss_giou: 0.208420 loss_mask: 0.391663 loss_dice: 0.381579 loss_class_aux: 11.854028 loss_bbox_aux: 0.999517 loss_giou_aux: 1.340125 loss_mask_aux: 2.365600 loss_dice_aux: 2.411621 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.553912 eta: 7:41:46 batch_cost: 0.5524 data_cost: 0.0019 ips: 14.4833 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:12:54] ppdet.engine.callbacks INFO: Epoch: [84] [100/264] learning_rate: 0.000100 loss_class: 2.194804 loss_bbox: 0.183531 loss_giou: 0.254044 loss_mask: 0.425431 loss_dice: 0.473906 loss_class_aux: 13.708898 loss_bbox_aux: 1.178086 loss_giou_aux: 1.557067 loss_mask_aux: 2.517601 loss_dice_aux: 2.837099 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.923093 loss: 25.938112 eta: 7:41:32 batch_cost: 0.5874 data_cost: 0.0019 ips: 13.6197 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:00] ppdet.engine.callbacks INFO: Epoch: [84] [110/264] learning_rate: 0.000100 loss_class: 2.042529 loss_bbox: 0.162517 loss_giou: 0.233530 loss_mask: 0.406529 loss_dice: 0.429191 loss_class_aux: 13.043068 loss_bbox_aux: 1.111884 loss_giou_aux: 1.449949 loss_mask_aux: 2.445356 loss_dice_aux: 2.630249 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.780163 loss: 25.497327 eta: 7:41:18 batch_cost: 0.5642 data_cost: 0.0020 ips: 14.1798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:06] ppdet.engine.callbacks INFO: Epoch: [84] [120/264] learning_rate: 0.000100 loss_class: 2.078749 loss_bbox: 0.170426 loss_giou: 0.235612 loss_mask: 0.449330 loss_dice: 0.456402 loss_class_aux: 13.501935 loss_bbox_aux: 1.134367 loss_giou_aux: 1.513033 loss_mask_aux: 2.715674 loss_dice_aux: 2.739445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.702693 eta: 7:41:05 batch_cost: 0.5767 data_cost: 0.0022 ips: 13.8729 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:12] ppdet.engine.callbacks INFO: Epoch: [84] [130/264] learning_rate: 0.000100 loss_class: 2.350175 loss_bbox: 0.172874 loss_giou: 0.219540 loss_mask: 0.518486 loss_dice: 0.447776 loss_class_aux: 15.111190 loss_bbox_aux: 1.140031 loss_giou_aux: 1.426957 loss_mask_aux: 3.250455 loss_dice_aux: 2.781103 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.528680 eta: 7:40:52 batch_cost: 0.6260 data_cost: 0.0019 ips: 12.7790 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:18] ppdet.engine.callbacks INFO: Epoch: [84] [140/264] learning_rate: 0.000100 loss_class: 2.027153 loss_bbox: 0.165859 loss_giou: 0.211810 loss_mask: 0.406378 loss_dice: 0.416362 loss_class_aux: 13.119757 loss_bbox_aux: 1.118350 loss_giou_aux: 1.374978 loss_mask_aux: 2.523401 loss_dice_aux: 2.625682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.383487 eta: 7:40:39 batch_cost: 0.5871 data_cost: 0.0025 ips: 13.6274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:23] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:13:23] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:13:24] ppdet.engine.callbacks INFO: Epoch: [84] [150/264] learning_rate: 0.000100 loss_class: 2.121769 loss_bbox: 0.159380 loss_giou: 0.205924 loss_mask: 0.464434 loss_dice: 0.444498 loss_class_aux: 14.184745 loss_bbox_aux: 1.047404 loss_giou_aux: 1.358211 loss_mask_aux: 3.004300 loss_dice_aux: 2.729867 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.201374 eta: 7:40:24 batch_cost: 0.5341 data_cost: 0.0023 ips: 14.9784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:30] ppdet.engine.callbacks INFO: Epoch: [84] [160/264] learning_rate: 0.000100 loss_class: 2.269149 loss_bbox: 0.169649 loss_giou: 0.237287 loss_mask: 0.463710 loss_dice: 0.468110 loss_class_aux: 14.580981 loss_bbox_aux: 1.052899 loss_giou_aux: 1.461738 loss_mask_aux: 2.643856 loss_dice_aux: 2.838013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.414551 loss: 27.084579 eta: 7:40:11 batch_cost: 0.5949 data_cost: 0.0040 ips: 13.4486 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:37] ppdet.engine.callbacks INFO: Epoch: [84] [170/264] learning_rate: 0.000100 loss_class: 2.188157 loss_bbox: 0.144144 loss_giou: 0.216932 loss_mask: 0.401099 loss_dice: 0.416938 loss_class_aux: 13.988560 loss_bbox_aux: 1.015700 loss_giou_aux: 1.403259 loss_mask_aux: 2.436251 loss_dice_aux: 2.528958 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.815655 eta: 7:39:58 batch_cost: 0.6225 data_cost: 0.0028 ips: 12.8509 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:43] ppdet.engine.callbacks INFO: Epoch: [84] [180/264] learning_rate: 0.000100 loss_class: 2.094255 loss_bbox: 0.132327 loss_giou: 0.236645 loss_mask: 0.322501 loss_dice: 0.437872 loss_class_aux: 13.243253 loss_bbox_aux: 0.866490 loss_giou_aux: 1.503177 loss_mask_aux: 1.996601 loss_dice_aux: 2.722513 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.450762 eta: 7:39:45 batch_cost: 0.6142 data_cost: 0.0022 ips: 13.0248 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:49] ppdet.engine.callbacks INFO: Epoch: [84] [190/264] learning_rate: 0.000100 loss_class: 2.092903 loss_bbox: 0.154040 loss_giou: 0.238597 loss_mask: 0.494141 loss_dice: 0.470558 loss_class_aux: 13.129589 loss_bbox_aux: 1.077186 loss_giou_aux: 1.577806 loss_mask_aux: 2.961079 loss_dice_aux: 2.881492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.417080 loss: 26.853551 eta: 7:39:32 batch_cost: 0.5987 data_cost: 0.0019 ips: 13.3615 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:13:56] ppdet.engine.callbacks INFO: Epoch: [84] [200/264] learning_rate: 0.000100 loss_class: 2.223034 loss_bbox: 0.168623 loss_giou: 0.221186 loss_mask: 0.487507 loss_dice: 0.476675 loss_class_aux: 14.461108 loss_bbox_aux: 1.150538 loss_giou_aux: 1.445375 loss_mask_aux: 2.987132 loss_dice_aux: 2.795726 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.901003 loss: 27.897606 eta: 7:39:19 batch_cost: 0.6127 data_cost: 0.0022 ips: 13.0569 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:14:02] ppdet.engine.callbacks INFO: Epoch: [84] [210/264] learning_rate: 0.000100 loss_class: 2.094117 loss_bbox: 0.157549 loss_giou: 0.204818 loss_mask: 0.415037 loss_dice: 0.432419 loss_class_aux: 12.816696 loss_bbox_aux: 1.048586 loss_giou_aux: 1.305331 loss_mask_aux: 2.595949 loss_dice_aux: 2.575723 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.451690 loss: 24.750680 eta: 7:39:05 batch_cost: 0.5741 data_cost: 0.0020 ips: 13.9345 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:14:08] ppdet.engine.callbacks INFO: Epoch: [84] [220/264] learning_rate: 0.000100 loss_class: 2.000277 loss_bbox: 0.174667 loss_giou: 0.231666 loss_mask: 0.472075 loss_dice: 0.455501 loss_class_aux: 12.921180 loss_bbox_aux: 1.178075 loss_giou_aux: 1.463717 loss_mask_aux: 2.857522 loss_dice_aux: 2.719410 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.612510 eta: 7:38:51 batch_cost: 0.5558 data_cost: 0.0022 ips: 14.3930 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:14:13] ppdet.engine.callbacks INFO: Epoch: [84] [230/264] learning_rate: 0.000100 loss_class: 2.188779 loss_bbox: 0.161718 loss_giou: 0.228788 loss_mask: 0.422192 loss_dice: 0.461016 loss_class_aux: 14.513771 loss_bbox_aux: 1.058656 loss_giou_aux: 1.468195 loss_mask_aux: 2.552665 loss_dice_aux: 2.735400 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.205216 loss: 27.255686 eta: 7:38:38 batch_cost: 0.5527 data_cost: 0.0016 ips: 14.4732 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:14:20] ppdet.engine.callbacks INFO: Epoch: [84] [240/264] learning_rate: 0.000100 loss_class: 2.140294 loss_bbox: 0.165917 loss_giou: 0.245388 loss_mask: 0.445805 loss_dice: 0.455985 loss_class_aux: 13.668976 loss_bbox_aux: 1.087445 loss_giou_aux: 1.599818 loss_mask_aux: 2.588150 loss_dice_aux: 2.791282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.910515 loss: 26.100809 eta: 7:38:24 batch_cost: 0.5895 data_cost: 0.0015 ips: 13.5715 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:14:25] ppdet.engine.callbacks INFO: Epoch: [84] [250/264] learning_rate: 0.000100 loss_class: 2.243718 loss_bbox: 0.141221 loss_giou: 0.200854 loss_mask: 0.414469 loss_dice: 0.382227 loss_class_aux: 14.439759 loss_bbox_aux: 0.942610 loss_giou_aux: 1.263581 loss_mask_aux: 2.469667 loss_dice_aux: 2.318084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.439487 loss: 25.850485 eta: 7:38:11 batch_cost: 0.5699 data_cost: 0.0015 ips: 14.0372 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:14:31] ppdet.engine.callbacks INFO: Epoch: [84] [260/264] learning_rate: 0.000100 loss_class: 2.205709 loss_bbox: 0.163799 loss_giou: 0.220237 loss_mask: 0.445940 loss_dice: 0.437623 loss_class_aux: 14.321105 loss_bbox_aux: 1.078006 loss_giou_aux: 1.456151 loss_mask_aux: 2.642014 loss_dice_aux: 2.606235 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.042844 loss: 26.416483 eta: 7:37:57 batch_cost: 0.5769 data_cost: 0.0015 ips: 13.8662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:15:00] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/84
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:15:05] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/84/inference/inference.yml
[05/14 01:15:05] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 01:15:06] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/84/inference
[05/14 01:15:09] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 01:15:17] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 01:15:25] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 01:15:28] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:15:28] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.523
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.721
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.613
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.398
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.729
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.772
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772
[05/14 01:15:30] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.735521842615501
[05/14 01:15:30] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 01:15:30] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/84
[05/14 01:15:30] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 01:15:30] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 01:15:33] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:15:38] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 01:15:38] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 01:15:39] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 01:15:56] ppdet.engine.callbacks INFO: Epoch: [85] [  0/264] learning_rate: 0.000100 loss_class: 2.205709 loss_bbox: 0.155124 loss_giou: 0.246430 loss_mask: 0.432099 loss_dice: 0.449809 loss_class_aux: 14.212740 loss_bbox_aux: 0.994503 loss_giou_aux: 1.606623 loss_mask_aux: 2.588279 loss_dice_aux: 2.704779 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.971256 loss: 26.003140 eta: 7:38:12 batch_cost: 2.0586 data_cost: 1.4718 ips: 3.8860 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:04] ppdet.engine.callbacks INFO: Epoch: [85] [ 10/264] learning_rate: 0.000100 loss_class: 2.147422 loss_bbox: 0.149365 loss_giou: 0.222741 loss_mask: 0.399647 loss_dice: 0.423824 loss_class_aux: 13.760151 loss_bbox_aux: 0.981015 loss_giou_aux: 1.413642 loss_mask_aux: 2.392411 loss_dice_aux: 2.584500 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.673188 eta: 7:38:01 batch_cost: 0.7978 data_cost: 0.0029 ips: 10.0272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:11] ppdet.engine.callbacks INFO: Epoch: [85] [ 20/264] learning_rate: 0.000100 loss_class: 1.942036 loss_bbox: 0.153226 loss_giou: 0.208910 loss_mask: 0.379065 loss_dice: 0.409683 loss_class_aux: 12.455720 loss_bbox_aux: 0.993596 loss_giou_aux: 1.358328 loss_mask_aux: 2.248818 loss_dice_aux: 2.413059 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.876281 loss: 24.725183 eta: 7:37:49 batch_cost: 0.6545 data_cost: 0.0023 ips: 12.2232 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:18] ppdet.engine.callbacks INFO: Epoch: [85] [ 30/264] learning_rate: 0.000100 loss_class: 1.721515 loss_bbox: 0.121442 loss_giou: 0.200743 loss_mask: 0.284419 loss_dice: 0.363968 loss_class_aux: 11.390634 loss_bbox_aux: 0.812748 loss_giou_aux: 1.251586 loss_mask_aux: 1.714749 loss_dice_aux: 2.196899 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.041741 eta: 7:37:36 batch_cost: 0.6125 data_cost: 0.0023 ips: 13.0621 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:24] ppdet.engine.callbacks INFO: Epoch: [85] [ 40/264] learning_rate: 0.000100 loss_class: 2.290051 loss_bbox: 0.179651 loss_giou: 0.253391 loss_mask: 0.481255 loss_dice: 0.481203 loss_class_aux: 14.864689 loss_bbox_aux: 1.192528 loss_giou_aux: 1.622651 loss_mask_aux: 3.056710 loss_dice_aux: 2.810664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.343755 loss: 26.931443 eta: 7:37:23 batch_cost: 0.6107 data_cost: 0.0024 ips: 13.0989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:31] ppdet.engine.callbacks INFO: Epoch: [85] [ 50/264] learning_rate: 0.000100 loss_class: 2.017052 loss_bbox: 0.138748 loss_giou: 0.208157 loss_mask: 0.382528 loss_dice: 0.399633 loss_class_aux: 13.101478 loss_bbox_aux: 0.966807 loss_giou_aux: 1.369109 loss_mask_aux: 2.480257 loss_dice_aux: 2.434246 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.281520 loss: 25.300756 eta: 7:37:10 batch_cost: 0.6236 data_cost: 0.0027 ips: 12.8277 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:38] ppdet.engine.callbacks INFO: Epoch: [85] [ 60/264] learning_rate: 0.000100 loss_class: 2.177808 loss_bbox: 0.197248 loss_giou: 0.216271 loss_mask: 0.514581 loss_dice: 0.451350 loss_class_aux: 14.265285 loss_bbox_aux: 1.265261 loss_giou_aux: 1.343045 loss_mask_aux: 3.139981 loss_dice_aux: 2.767450 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.976687 loss: 27.026574 eta: 7:36:57 batch_cost: 0.6337 data_cost: 0.0022 ips: 12.6234 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:44] ppdet.engine.callbacks INFO: Epoch: [85] [ 70/264] learning_rate: 0.000100 loss_class: 2.313981 loss_bbox: 0.182354 loss_giou: 0.221642 loss_mask: 0.517433 loss_dice: 0.470034 loss_class_aux: 14.776521 loss_bbox_aux: 1.232947 loss_giou_aux: 1.416135 loss_mask_aux: 3.339434 loss_dice_aux: 2.922165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.776111 eta: 7:36:44 batch_cost: 0.6087 data_cost: 0.0027 ips: 13.1418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:50] ppdet.engine.callbacks INFO: Epoch: [85] [ 80/264] learning_rate: 0.000100 loss_class: 2.098322 loss_bbox: 0.162967 loss_giou: 0.217251 loss_mask: 0.468582 loss_dice: 0.424046 loss_class_aux: 13.450166 loss_bbox_aux: 1.047928 loss_giou_aux: 1.408313 loss_mask_aux: 2.880913 loss_dice_aux: 2.631530 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.498396 loss: 25.728167 eta: 7:36:31 batch_cost: 0.5641 data_cost: 0.0022 ips: 14.1810 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:16:50] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:16:50] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:16:56] ppdet.engine.callbacks INFO: Epoch: [85] [ 90/264] learning_rate: 0.000100 loss_class: 2.070663 loss_bbox: 0.159304 loss_giou: 0.217930 loss_mask: 0.411059 loss_dice: 0.444873 loss_class_aux: 13.000557 loss_bbox_aux: 1.014727 loss_giou_aux: 1.384314 loss_mask_aux: 2.577319 loss_dice_aux: 2.653074 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.134257 loss: 24.995321 eta: 7:36:18 batch_cost: 0.5973 data_cost: 0.0024 ips: 13.3926 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:02] ppdet.engine.callbacks INFO: Epoch: [85] [100/264] learning_rate: 0.000100 loss_class: 2.085847 loss_bbox: 0.167917 loss_giou: 0.215688 loss_mask: 0.427938 loss_dice: 0.458924 loss_class_aux: 13.249031 loss_bbox_aux: 1.059224 loss_giou_aux: 1.435787 loss_mask_aux: 2.612339 loss_dice_aux: 2.774350 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.111275 loss: 26.589391 eta: 7:36:04 batch_cost: 0.5947 data_cost: 0.0023 ips: 13.4533 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:09] ppdet.engine.callbacks INFO: Epoch: [85] [110/264] learning_rate: 0.000100 loss_class: 2.246928 loss_bbox: 0.191281 loss_giou: 0.231766 loss_mask: 0.522302 loss_dice: 0.489656 loss_class_aux: 14.689615 loss_bbox_aux: 1.229681 loss_giou_aux: 1.445114 loss_mask_aux: 3.070420 loss_dice_aux: 2.894512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.783563 loss: 28.432928 eta: 7:35:51 batch_cost: 0.6163 data_cost: 0.0023 ips: 12.9814 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:15] ppdet.engine.callbacks INFO: Epoch: [85] [120/264] learning_rate: 0.000100 loss_class: 1.923937 loss_bbox: 0.153110 loss_giou: 0.221453 loss_mask: 0.345588 loss_dice: 0.396498 loss_class_aux: 12.664248 loss_bbox_aux: 0.974734 loss_giou_aux: 1.379852 loss_mask_aux: 2.063516 loss_dice_aux: 2.389358 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.530526 loss: 26.498107 eta: 7:35:38 batch_cost: 0.5630 data_cost: 0.0021 ips: 14.2103 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:22] ppdet.engine.callbacks INFO: Epoch: [85] [130/264] learning_rate: 0.000100 loss_class: 1.909136 loss_bbox: 0.149302 loss_giou: 0.210937 loss_mask: 0.383381 loss_dice: 0.399387 loss_class_aux: 12.347824 loss_bbox_aux: 0.944763 loss_giou_aux: 1.365090 loss_mask_aux: 2.169643 loss_dice_aux: 2.431370 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.726445 loss: 23.000203 eta: 7:35:25 batch_cost: 0.6533 data_cost: 0.0025 ips: 12.2451 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:28] ppdet.engine.callbacks INFO: Epoch: [85] [140/264] learning_rate: 0.000100 loss_class: 2.245545 loss_bbox: 0.173866 loss_giou: 0.216853 loss_mask: 0.455713 loss_dice: 0.442392 loss_class_aux: 13.899558 loss_bbox_aux: 1.141432 loss_giou_aux: 1.393860 loss_mask_aux: 2.810031 loss_dice_aux: 2.657529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.740449 eta: 7:35:12 batch_cost: 0.5850 data_cost: 0.0020 ips: 13.6751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:34] ppdet.engine.callbacks INFO: Epoch: [85] [150/264] learning_rate: 0.000100 loss_class: 2.073307 loss_bbox: 0.151513 loss_giou: 0.217474 loss_mask: 0.388430 loss_dice: 0.415003 loss_class_aux: 12.841882 loss_bbox_aux: 1.007100 loss_giou_aux: 1.395868 loss_mask_aux: 2.372269 loss_dice_aux: 2.599237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.332944 loss: 25.546088 eta: 7:34:59 batch_cost: 0.5681 data_cost: 0.0022 ips: 14.0823 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:40] ppdet.engine.callbacks INFO: Epoch: [85] [160/264] learning_rate: 0.000100 loss_class: 2.017052 loss_bbox: 0.151984 loss_giou: 0.206389 loss_mask: 0.352293 loss_dice: 0.399229 loss_class_aux: 12.913220 loss_bbox_aux: 1.017995 loss_giou_aux: 1.309916 loss_mask_aux: 2.178373 loss_dice_aux: 2.428702 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.596696 loss: 25.311446 eta: 7:34:45 batch_cost: 0.5970 data_cost: 0.0028 ips: 13.4005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:47] ppdet.engine.callbacks INFO: Epoch: [85] [170/264] learning_rate: 0.000100 loss_class: 2.015816 loss_bbox: 0.148517 loss_giou: 0.202265 loss_mask: 0.437768 loss_dice: 0.405146 loss_class_aux: 13.172594 loss_bbox_aux: 1.065613 loss_giou_aux: 1.330474 loss_mask_aux: 2.656735 loss_dice_aux: 2.433043 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.034241 loss: 24.676856 eta: 7:34:33 batch_cost: 0.6256 data_cost: 0.0031 ips: 12.7868 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:53] ppdet.engine.callbacks INFO: Epoch: [85] [180/264] learning_rate: 0.000100 loss_class: 2.416407 loss_bbox: 0.187409 loss_giou: 0.239994 loss_mask: 0.451891 loss_dice: 0.498202 loss_class_aux: 14.874991 loss_bbox_aux: 1.213983 loss_giou_aux: 1.557251 loss_mask_aux: 3.002839 loss_dice_aux: 3.059452 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.805017 loss: 27.771031 eta: 7:34:20 batch_cost: 0.6152 data_cost: 0.0023 ips: 13.0032 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:17:59] ppdet.engine.callbacks INFO: Epoch: [85] [190/264] learning_rate: 0.000100 loss_class: 2.110196 loss_bbox: 0.154558 loss_giou: 0.207608 loss_mask: 0.520002 loss_dice: 0.450400 loss_class_aux: 13.672362 loss_bbox_aux: 1.034960 loss_giou_aux: 1.367387 loss_mask_aux: 3.064722 loss_dice_aux: 2.718800 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.785928 eta: 7:34:07 batch_cost: 0.6042 data_cost: 0.0021 ips: 13.2400 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:05] ppdet.engine.callbacks INFO: Epoch: [85] [200/264] learning_rate: 0.000100 loss_class: 2.314824 loss_bbox: 0.151032 loss_giou: 0.219546 loss_mask: 0.447607 loss_dice: 0.442935 loss_class_aux: 14.939223 loss_bbox_aux: 1.034689 loss_giou_aux: 1.456917 loss_mask_aux: 2.660328 loss_dice_aux: 2.765689 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.850727 loss: 27.472195 eta: 7:33:53 batch_cost: 0.5797 data_cost: 0.0020 ips: 13.7993 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:12] ppdet.engine.callbacks INFO: Epoch: [85] [210/264] learning_rate: 0.000100 loss_class: 2.218346 loss_bbox: 0.157746 loss_giou: 0.223077 loss_mask: 0.416815 loss_dice: 0.435769 loss_class_aux: 14.527112 loss_bbox_aux: 1.041000 loss_giou_aux: 1.400102 loss_mask_aux: 2.573077 loss_dice_aux: 2.766882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.515638 eta: 7:33:40 batch_cost: 0.5992 data_cost: 0.0019 ips: 13.3504 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:18] ppdet.engine.callbacks INFO: Epoch: [85] [220/264] learning_rate: 0.000100 loss_class: 2.089178 loss_bbox: 0.166980 loss_giou: 0.232155 loss_mask: 0.399368 loss_dice: 0.471802 loss_class_aux: 13.158705 loss_bbox_aux: 1.095309 loss_giou_aux: 1.464391 loss_mask_aux: 2.493425 loss_dice_aux: 2.840699 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.785586 loss: 25.888775 eta: 7:33:28 batch_cost: 0.6216 data_cost: 0.0019 ips: 12.8696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:24] ppdet.engine.callbacks INFO: Epoch: [85] [230/264] learning_rate: 0.000100 loss_class: 1.939517 loss_bbox: 0.137869 loss_giou: 0.200936 loss_mask: 0.374048 loss_dice: 0.426609 loss_class_aux: 12.721711 loss_bbox_aux: 0.961056 loss_giou_aux: 1.297875 loss_mask_aux: 2.251380 loss_dice_aux: 2.589301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.396198 loss: 25.858498 eta: 7:33:14 batch_cost: 0.5483 data_cost: 0.0016 ips: 14.5895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:29] ppdet.engine.callbacks INFO: Epoch: [85] [240/264] learning_rate: 0.000100 loss_class: 1.977881 loss_bbox: 0.144347 loss_giou: 0.227778 loss_mask: 0.356278 loss_dice: 0.417840 loss_class_aux: 12.475352 loss_bbox_aux: 0.942697 loss_giou_aux: 1.438043 loss_mask_aux: 2.298053 loss_dice_aux: 2.475415 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.186339 loss: 23.122519 eta: 7:33:00 batch_cost: 0.5169 data_cost: 0.0015 ips: 15.4776 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:36] ppdet.engine.callbacks INFO: Epoch: [85] [250/264] learning_rate: 0.000100 loss_class: 2.564620 loss_bbox: 0.204655 loss_giou: 0.267168 loss_mask: 0.566429 loss_dice: 0.491806 loss_class_aux: 16.323503 loss_bbox_aux: 1.272209 loss_giou_aux: 1.720995 loss_mask_aux: 3.337984 loss_dice_aux: 3.001723 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.448921 eta: 7:32:47 batch_cost: 0.6067 data_cost: 0.0015 ips: 13.1861 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:18:41] ppdet.engine.callbacks INFO: Epoch: [85] [260/264] learning_rate: 0.000100 loss_class: 2.215890 loss_bbox: 0.180781 loss_giou: 0.232569 loss_mask: 0.549028 loss_dice: 0.491334 loss_class_aux: 14.149302 loss_bbox_aux: 1.218658 loss_giou_aux: 1.476120 loss_mask_aux: 3.308606 loss_dice_aux: 2.867379 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.588938 eta: 7:32:33 batch_cost: 0.5378 data_cost: 0.0015 ips: 14.8742 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:19:20] ppdet.engine.callbacks INFO: Epoch: [86] [  0/264] learning_rate: 0.000100 loss_class: 2.436318 loss_bbox: 0.204202 loss_giou: 0.252579 loss_mask: 0.509709 loss_dice: 0.497476 loss_class_aux: 15.215322 loss_bbox_aux: 1.318502 loss_giou_aux: 1.585398 loss_mask_aux: 3.156612 loss_dice_aux: 2.901824 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.938211 eta: 7:32:40 batch_cost: 1.4786 data_cost: 0.9160 ips: 5.4106 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:19:34] ppdet.engine.callbacks INFO: Epoch: [86] [ 10/264] learning_rate: 0.000100 loss_class: 2.132456 loss_bbox: 0.164692 loss_giou: 0.215223 loss_mask: 0.426713 loss_dice: 0.430469 loss_class_aux: 12.901188 loss_bbox_aux: 1.066310 loss_giou_aux: 1.391656 loss_mask_aux: 2.602156 loss_dice_aux: 2.674861 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.827877 eta: 7:32:37 batch_cost: 1.3614 data_cost: 0.6223 ips: 5.8763 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:19:40] ppdet.engine.callbacks INFO: Epoch: [86] [ 20/264] learning_rate: 0.000100 loss_class: 2.049753 loss_bbox: 0.166600 loss_giou: 0.208679 loss_mask: 0.500910 loss_dice: 0.454879 loss_class_aux: 13.069764 loss_bbox_aux: 1.105237 loss_giou_aux: 1.345229 loss_mask_aux: 2.963848 loss_dice_aux: 2.701626 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.359349 loss: 26.408824 eta: 7:32:24 batch_cost: 0.6234 data_cost: 0.0024 ips: 12.8326 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:19:47] ppdet.engine.callbacks INFO: Epoch: [86] [ 30/264] learning_rate: 0.000100 loss_class: 1.996178 loss_bbox: 0.167259 loss_giou: 0.213080 loss_mask: 0.338982 loss_dice: 0.462580 loss_class_aux: 13.178133 loss_bbox_aux: 1.075317 loss_giou_aux: 1.355128 loss_mask_aux: 2.126081 loss_dice_aux: 2.761046 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.601866 loss: 24.644096 eta: 7:32:12 batch_cost: 0.6404 data_cost: 0.0026 ips: 12.4918 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:19:53] ppdet.engine.callbacks INFO: Epoch: [86] [ 40/264] learning_rate: 0.000100 loss_class: 1.918629 loss_bbox: 0.143035 loss_giou: 0.208245 loss_mask: 0.358635 loss_dice: 0.412496 loss_class_aux: 12.004271 loss_bbox_aux: 0.955731 loss_giou_aux: 1.344436 loss_mask_aux: 2.181924 loss_dice_aux: 2.429186 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.540913 loss: 24.315830 eta: 7:31:58 batch_cost: 0.5737 data_cost: 0.0019 ips: 13.9440 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:00] ppdet.engine.callbacks INFO: Epoch: [86] [ 50/264] learning_rate: 0.000100 loss_class: 2.195296 loss_bbox: 0.173939 loss_giou: 0.207581 loss_mask: 0.537640 loss_dice: 0.474775 loss_class_aux: 14.202991 loss_bbox_aux: 1.156732 loss_giou_aux: 1.337877 loss_mask_aux: 3.357379 loss_dice_aux: 2.932426 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.298388 eta: 7:31:46 batch_cost: 0.6493 data_cost: 0.0027 ips: 12.3212 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:06] ppdet.engine.callbacks INFO: Epoch: [86] [ 60/264] learning_rate: 0.000100 loss_class: 2.138435 loss_bbox: 0.158529 loss_giou: 0.237257 loss_mask: 0.412459 loss_dice: 0.466089 loss_class_aux: 13.538847 loss_bbox_aux: 1.040369 loss_giou_aux: 1.515918 loss_mask_aux: 2.604330 loss_dice_aux: 2.809824 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.021125 loss: 26.704618 eta: 7:31:33 batch_cost: 0.5903 data_cost: 0.0024 ips: 13.5535 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:13] ppdet.engine.callbacks INFO: Epoch: [86] [ 70/264] learning_rate: 0.000100 loss_class: 2.316054 loss_bbox: 0.154793 loss_giou: 0.216123 loss_mask: 0.448392 loss_dice: 0.442416 loss_class_aux: 14.860967 loss_bbox_aux: 1.046454 loss_giou_aux: 1.372310 loss_mask_aux: 2.725272 loss_dice_aux: 2.609477 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.690131 eta: 7:31:20 batch_cost: 0.6126 data_cost: 0.0023 ips: 13.0583 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:19] ppdet.engine.callbacks INFO: Epoch: [86] [ 80/264] learning_rate: 0.000100 loss_class: 1.942570 loss_bbox: 0.156429 loss_giou: 0.210515 loss_mask: 0.384786 loss_dice: 0.405456 loss_class_aux: 12.326111 loss_bbox_aux: 0.996772 loss_giou_aux: 1.369561 loss_mask_aux: 2.386911 loss_dice_aux: 2.475771 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.946865 loss: 25.133618 eta: 7:31:06 batch_cost: 0.5439 data_cost: 0.0024 ips: 14.7084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:25] ppdet.engine.callbacks INFO: Epoch: [86] [ 90/264] learning_rate: 0.000100 loss_class: 2.035625 loss_bbox: 0.159215 loss_giou: 0.226465 loss_mask: 0.426641 loss_dice: 0.462132 loss_class_aux: 12.949524 loss_bbox_aux: 1.058759 loss_giou_aux: 1.436769 loss_mask_aux: 2.631336 loss_dice_aux: 2.707664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.470337 eta: 7:30:53 batch_cost: 0.5843 data_cost: 0.0021 ips: 13.6914 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:31] ppdet.engine.callbacks INFO: Epoch: [86] [100/264] learning_rate: 0.000100 loss_class: 1.853194 loss_bbox: 0.147891 loss_giou: 0.225642 loss_mask: 0.319894 loss_dice: 0.395800 loss_class_aux: 11.726415 loss_bbox_aux: 0.959705 loss_giou_aux: 1.452979 loss_mask_aux: 2.091832 loss_dice_aux: 2.380241 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.967503 loss: 23.736122 eta: 7:30:40 batch_cost: 0.5837 data_cost: 0.0021 ips: 13.7061 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:37] ppdet.engine.callbacks INFO: Epoch: [86] [110/264] learning_rate: 0.000100 loss_class: 2.166473 loss_bbox: 0.174708 loss_giou: 0.237644 loss_mask: 0.533551 loss_dice: 0.481706 loss_class_aux: 13.630559 loss_bbox_aux: 1.173048 loss_giou_aux: 1.452807 loss_mask_aux: 3.275841 loss_dice_aux: 2.884018 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.842110 eta: 7:30:27 batch_cost: 0.6128 data_cost: 0.0020 ips: 13.0543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:44] ppdet.engine.callbacks INFO: Epoch: [86] [120/264] learning_rate: 0.000100 loss_class: 2.298341 loss_bbox: 0.165651 loss_giou: 0.236633 loss_mask: 0.539451 loss_dice: 0.488278 loss_class_aux: 14.580678 loss_bbox_aux: 1.147736 loss_giou_aux: 1.534164 loss_mask_aux: 3.121882 loss_dice_aux: 2.949129 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.872315 eta: 7:30:15 batch_cost: 0.6314 data_cost: 0.0023 ips: 12.6700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:50] ppdet.engine.callbacks INFO: Epoch: [86] [130/264] learning_rate: 0.000100 loss_class: 2.017139 loss_bbox: 0.150807 loss_giou: 0.223632 loss_mask: 0.390101 loss_dice: 0.454768 loss_class_aux: 13.292811 loss_bbox_aux: 1.004693 loss_giou_aux: 1.452370 loss_mask_aux: 2.387293 loss_dice_aux: 2.775770 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.163584 loss: 25.975245 eta: 7:30:02 batch_cost: 0.6164 data_cost: 0.0025 ips: 12.9795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:20:55] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:20:55] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:20:56] ppdet.engine.callbacks INFO: Epoch: [86] [140/264] learning_rate: 0.000100 loss_class: 2.206753 loss_bbox: 0.155965 loss_giou: 0.206380 loss_mask: 0.425222 loss_dice: 0.457653 loss_class_aux: 13.712270 loss_bbox_aux: 0.998678 loss_giou_aux: 1.335720 loss_mask_aux: 2.638552 loss_dice_aux: 2.751421 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.001221 eta: 7:29:49 batch_cost: 0.5673 data_cost: 0.0019 ips: 14.1020 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:03] ppdet.engine.callbacks INFO: Epoch: [86] [150/264] learning_rate: 0.000100 loss_class: 2.126927 loss_bbox: 0.151740 loss_giou: 0.216324 loss_mask: 0.388763 loss_dice: 0.441181 loss_class_aux: 13.603805 loss_bbox_aux: 1.005027 loss_giou_aux: 1.415823 loss_mask_aux: 2.376910 loss_dice_aux: 2.694817 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.044264 eta: 7:29:36 batch_cost: 0.6309 data_cost: 0.0026 ips: 12.6801 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:09] ppdet.engine.callbacks INFO: Epoch: [86] [160/264] learning_rate: 0.000100 loss_class: 2.100313 loss_bbox: 0.166030 loss_giou: 0.220375 loss_mask: 0.494699 loss_dice: 0.455453 loss_class_aux: 13.047166 loss_bbox_aux: 1.112116 loss_giou_aux: 1.427587 loss_mask_aux: 2.994018 loss_dice_aux: 2.737471 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.377979 eta: 7:29:22 batch_cost: 0.5441 data_cost: 0.0020 ips: 14.7044 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:15] ppdet.engine.callbacks INFO: Epoch: [86] [170/264] learning_rate: 0.000100 loss_class: 2.203891 loss_bbox: 0.166374 loss_giou: 0.216925 loss_mask: 0.506673 loss_dice: 0.493265 loss_class_aux: 14.005554 loss_bbox_aux: 1.128426 loss_giou_aux: 1.384732 loss_mask_aux: 3.046122 loss_dice_aux: 2.930872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.034375 eta: 7:29:10 batch_cost: 0.6428 data_cost: 0.0021 ips: 12.4464 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:22] ppdet.engine.callbacks INFO: Epoch: [86] [180/264] learning_rate: 0.000100 loss_class: 2.153126 loss_bbox: 0.143469 loss_giou: 0.204219 loss_mask: 0.388401 loss_dice: 0.431256 loss_class_aux: 13.612792 loss_bbox_aux: 1.007535 loss_giou_aux: 1.312670 loss_mask_aux: 2.348995 loss_dice_aux: 2.678128 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.539469 loss: 26.269574 eta: 7:28:57 batch_cost: 0.5887 data_cost: 0.0020 ips: 13.5896 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:28] ppdet.engine.callbacks INFO: Epoch: [86] [190/264] learning_rate: 0.000100 loss_class: 2.200588 loss_bbox: 0.185972 loss_giou: 0.223502 loss_mask: 0.476653 loss_dice: 0.447212 loss_class_aux: 14.258749 loss_bbox_aux: 1.201141 loss_giou_aux: 1.450744 loss_mask_aux: 2.838251 loss_dice_aux: 2.708398 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.849205 eta: 7:28:44 batch_cost: 0.6152 data_cost: 0.0022 ips: 13.0041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:35] ppdet.engine.callbacks INFO: Epoch: [86] [200/264] learning_rate: 0.000100 loss_class: 2.321997 loss_bbox: 0.166947 loss_giou: 0.229968 loss_mask: 0.442936 loss_dice: 0.460319 loss_class_aux: 14.655347 loss_bbox_aux: 1.104665 loss_giou_aux: 1.468668 loss_mask_aux: 2.749983 loss_dice_aux: 2.827803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.673119 loss: 27.613586 eta: 7:28:32 batch_cost: 0.6400 data_cost: 0.0020 ips: 12.5003 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:41] ppdet.engine.callbacks INFO: Epoch: [86] [210/264] learning_rate: 0.000100 loss_class: 2.227741 loss_bbox: 0.177896 loss_giou: 0.233212 loss_mask: 0.465492 loss_dice: 0.484047 loss_class_aux: 13.885116 loss_bbox_aux: 1.157940 loss_giou_aux: 1.493978 loss_mask_aux: 2.952764 loss_dice_aux: 2.936494 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.916461 loss: 27.952681 eta: 7:28:19 batch_cost: 0.6059 data_cost: 0.0019 ips: 13.2038 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:47] ppdet.engine.callbacks INFO: Epoch: [86] [220/264] learning_rate: 0.000100 loss_class: 2.075236 loss_bbox: 0.168959 loss_giou: 0.216705 loss_mask: 0.485632 loss_dice: 0.425972 loss_class_aux: 13.092970 loss_bbox_aux: 1.077727 loss_giou_aux: 1.385951 loss_mask_aux: 2.769226 loss_dice_aux: 2.600924 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.020601 loss: 24.941748 eta: 7:28:06 batch_cost: 0.5784 data_cost: 0.0018 ips: 13.8309 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:53] ppdet.engine.callbacks INFO: Epoch: [86] [230/264] learning_rate: 0.000100 loss_class: 2.406530 loss_bbox: 0.157532 loss_giou: 0.204903 loss_mask: 0.421200 loss_dice: 0.443215 loss_class_aux: 14.729622 loss_bbox_aux: 1.064341 loss_giou_aux: 1.331823 loss_mask_aux: 2.724991 loss_dice_aux: 2.674160 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.225212 eta: 7:27:52 batch_cost: 0.5475 data_cost: 0.0016 ips: 14.6111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:21:59] ppdet.engine.callbacks INFO: Epoch: [86] [240/264] learning_rate: 0.000100 loss_class: 2.058073 loss_bbox: 0.158132 loss_giou: 0.220290 loss_mask: 0.449503 loss_dice: 0.440404 loss_class_aux: 12.864979 loss_bbox_aux: 1.042776 loss_giou_aux: 1.409276 loss_mask_aux: 2.687890 loss_dice_aux: 2.695721 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.760685 loss: 26.193907 eta: 7:27:39 batch_cost: 0.5722 data_cost: 0.0015 ips: 13.9803 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:22:05] ppdet.engine.callbacks INFO: Epoch: [86] [250/264] learning_rate: 0.000100 loss_class: 2.160052 loss_bbox: 0.158943 loss_giou: 0.232279 loss_mask: 0.429772 loss_dice: 0.467821 loss_class_aux: 14.039736 loss_bbox_aux: 1.032782 loss_giou_aux: 1.478317 loss_mask_aux: 2.524121 loss_dice_aux: 2.867465 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.549444 loss: 26.169660 eta: 7:27:26 batch_cost: 0.5790 data_cost: 0.0015 ips: 13.8166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:22:11] ppdet.engine.callbacks INFO: Epoch: [86] [260/264] learning_rate: 0.000100 loss_class: 2.141793 loss_bbox: 0.170772 loss_giou: 0.226448 loss_mask: 0.531870 loss_dice: 0.446238 loss_class_aux: 13.477093 loss_bbox_aux: 1.156372 loss_giou_aux: 1.469948 loss_mask_aux: 3.116328 loss_dice_aux: 2.755294 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.577676 loss: 25.911097 eta: 7:27:12 batch_cost: 0.5518 data_cost: 0.0016 ips: 14.4983 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:22:52] ppdet.engine.callbacks INFO: Epoch: [87] [  0/264] learning_rate: 0.000100 loss_class: 2.186390 loss_bbox: 0.170772 loss_giou: 0.234470 loss_mask: 0.457166 loss_dice: 0.446238 loss_class_aux: 13.448752 loss_bbox_aux: 1.130770 loss_giou_aux: 1.540748 loss_mask_aux: 2.760107 loss_dice_aux: 2.755294 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.240008 eta: 7:27:23 batch_cost: 1.7929 data_cost: 1.1473 ips: 4.4621 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:04] ppdet.engine.callbacks INFO: Epoch: [87] [ 10/264] learning_rate: 0.000100 loss_class: 1.904183 loss_bbox: 0.171053 loss_giou: 0.205465 loss_mask: 0.407114 loss_dice: 0.414880 loss_class_aux: 12.243178 loss_bbox_aux: 1.109072 loss_giou_aux: 1.319232 loss_mask_aux: 2.451284 loss_dice_aux: 2.513954 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.956923 loss: 24.117663 eta: 7:27:16 batch_cost: 1.1068 data_cost: 0.1833 ips: 7.2283 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:11] ppdet.engine.callbacks INFO: Epoch: [87] [ 20/264] learning_rate: 0.000100 loss_class: 2.050338 loss_bbox: 0.142192 loss_giou: 0.215890 loss_mask: 0.372517 loss_dice: 0.411143 loss_class_aux: 13.015032 loss_bbox_aux: 0.996001 loss_giou_aux: 1.410836 loss_mask_aux: 2.241044 loss_dice_aux: 2.593089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.595718 eta: 7:27:05 batch_cost: 0.6755 data_cost: 0.0024 ips: 11.8434 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:17] ppdet.engine.callbacks INFO: Epoch: [87] [ 30/264] learning_rate: 0.000100 loss_class: 2.152262 loss_bbox: 0.156294 loss_giou: 0.222796 loss_mask: 0.397585 loss_dice: 0.439607 loss_class_aux: 13.540691 loss_bbox_aux: 1.064930 loss_giou_aux: 1.439864 loss_mask_aux: 2.378418 loss_dice_aux: 2.669469 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.132716 loss: 26.102262 eta: 7:26:51 batch_cost: 0.5709 data_cost: 0.0020 ips: 14.0117 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:23] ppdet.engine.callbacks INFO: Epoch: [87] [ 40/264] learning_rate: 0.000100 loss_class: 2.182905 loss_bbox: 0.182187 loss_giou: 0.235641 loss_mask: 0.504358 loss_dice: 0.459002 loss_class_aux: 13.939338 loss_bbox_aux: 1.270162 loss_giou_aux: 1.574717 loss_mask_aux: 3.069745 loss_dice_aux: 2.784613 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.683051 eta: 7:26:39 batch_cost: 0.6104 data_cost: 0.0020 ips: 13.1064 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:25] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:23:25] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:23:29] ppdet.engine.callbacks INFO: Epoch: [87] [ 50/264] learning_rate: 0.000100 loss_class: 2.212135 loss_bbox: 0.180026 loss_giou: 0.232246 loss_mask: 0.431556 loss_dice: 0.451504 loss_class_aux: 14.274276 loss_bbox_aux: 1.191690 loss_giou_aux: 1.483682 loss_mask_aux: 2.550370 loss_dice_aux: 2.708700 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.749014 loss: 28.168086 eta: 7:26:25 batch_cost: 0.5691 data_cost: 0.0021 ips: 14.0564 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:35] ppdet.engine.callbacks INFO: Epoch: [87] [ 60/264] learning_rate: 0.000100 loss_class: 2.016341 loss_bbox: 0.148972 loss_giou: 0.223702 loss_mask: 0.341207 loss_dice: 0.424510 loss_class_aux: 13.351948 loss_bbox_aux: 0.988903 loss_giou_aux: 1.424455 loss_mask_aux: 2.067495 loss_dice_aux: 2.563255 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.877443 eta: 7:26:12 batch_cost: 0.5668 data_cost: 0.0020 ips: 14.1133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:41] ppdet.engine.callbacks INFO: Epoch: [87] [ 70/264] learning_rate: 0.000100 loss_class: 2.081475 loss_bbox: 0.172500 loss_giou: 0.215315 loss_mask: 0.462221 loss_dice: 0.410777 loss_class_aux: 13.177749 loss_bbox_aux: 1.098796 loss_giou_aux: 1.368364 loss_mask_aux: 2.852640 loss_dice_aux: 2.535215 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.788984 loss: 25.537795 eta: 7:25:59 batch_cost: 0.5834 data_cost: 0.0025 ips: 13.7133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:47] ppdet.engine.callbacks INFO: Epoch: [87] [ 80/264] learning_rate: 0.000100 loss_class: 2.003278 loss_bbox: 0.140791 loss_giou: 0.225241 loss_mask: 0.360006 loss_dice: 0.412761 loss_class_aux: 12.353695 loss_bbox_aux: 0.961457 loss_giou_aux: 1.410780 loss_mask_aux: 2.252183 loss_dice_aux: 2.496073 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.166052 loss: 24.212622 eta: 7:25:46 batch_cost: 0.5993 data_cost: 0.0020 ips: 13.3491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:23:54] ppdet.engine.callbacks INFO: Epoch: [87] [ 90/264] learning_rate: 0.000100 loss_class: 2.388572 loss_bbox: 0.166749 loss_giou: 0.212512 loss_mask: 0.488489 loss_dice: 0.450586 loss_class_aux: 15.521474 loss_bbox_aux: 1.141367 loss_giou_aux: 1.413018 loss_mask_aux: 3.041226 loss_dice_aux: 2.779388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.938497 eta: 7:25:33 batch_cost: 0.6101 data_cost: 0.0026 ips: 13.1136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:00] ppdet.engine.callbacks INFO: Epoch: [87] [100/264] learning_rate: 0.000100 loss_class: 2.054086 loss_bbox: 0.144733 loss_giou: 0.221335 loss_mask: 0.417810 loss_dice: 0.447785 loss_class_aux: 13.202196 loss_bbox_aux: 0.990285 loss_giou_aux: 1.391671 loss_mask_aux: 2.546377 loss_dice_aux: 2.649478 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.370088 eta: 7:25:21 batch_cost: 0.6224 data_cost: 0.0029 ips: 12.8543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:06] ppdet.engine.callbacks INFO: Epoch: [87] [110/264] learning_rate: 0.000100 loss_class: 2.199098 loss_bbox: 0.167963 loss_giou: 0.204955 loss_mask: 0.408526 loss_dice: 0.426062 loss_class_aux: 14.130584 loss_bbox_aux: 1.092595 loss_giou_aux: 1.355692 loss_mask_aux: 2.591152 loss_dice_aux: 2.603094 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.168602 eta: 7:25:08 batch_cost: 0.5872 data_cost: 0.0019 ips: 13.6250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:13] ppdet.engine.callbacks INFO: Epoch: [87] [120/264] learning_rate: 0.000100 loss_class: 2.067410 loss_bbox: 0.144956 loss_giou: 0.218149 loss_mask: 0.433980 loss_dice: 0.426636 loss_class_aux: 13.498608 loss_bbox_aux: 1.025002 loss_giou_aux: 1.408493 loss_mask_aux: 2.525828 loss_dice_aux: 2.511956 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.307081 eta: 7:24:55 batch_cost: 0.6330 data_cost: 0.0024 ips: 12.6380 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:20] ppdet.engine.callbacks INFO: Epoch: [87] [130/264] learning_rate: 0.000100 loss_class: 2.391452 loss_bbox: 0.188462 loss_giou: 0.244406 loss_mask: 0.497930 loss_dice: 0.522539 loss_class_aux: 15.278555 loss_bbox_aux: 1.300059 loss_giou_aux: 1.569062 loss_mask_aux: 3.217433 loss_dice_aux: 3.091848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.606867 eta: 7:24:43 batch_cost: 0.6110 data_cost: 0.0021 ips: 13.0939 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:26] ppdet.engine.callbacks INFO: Epoch: [87] [140/264] learning_rate: 0.000100 loss_class: 2.054217 loss_bbox: 0.166739 loss_giou: 0.202450 loss_mask: 0.460024 loss_dice: 0.410279 loss_class_aux: 14.005861 loss_bbox_aux: 1.073840 loss_giou_aux: 1.326499 loss_mask_aux: 2.692666 loss_dice_aux: 2.486445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.940201 eta: 7:24:30 batch_cost: 0.6247 data_cost: 0.0020 ips: 12.8052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:32] ppdet.engine.callbacks INFO: Epoch: [87] [150/264] learning_rate: 0.000100 loss_class: 2.114815 loss_bbox: 0.154651 loss_giou: 0.225851 loss_mask: 0.451615 loss_dice: 0.428565 loss_class_aux: 13.388657 loss_bbox_aux: 1.045700 loss_giou_aux: 1.453871 loss_mask_aux: 2.761722 loss_dice_aux: 2.596843 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.190927 eta: 7:24:17 batch_cost: 0.5734 data_cost: 0.0019 ips: 13.9522 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:38] ppdet.engine.callbacks INFO: Epoch: [87] [160/264] learning_rate: 0.000100 loss_class: 2.014054 loss_bbox: 0.144940 loss_giou: 0.204563 loss_mask: 0.401961 loss_dice: 0.388543 loss_class_aux: 13.071178 loss_bbox_aux: 0.983909 loss_giou_aux: 1.324208 loss_mask_aux: 2.409225 loss_dice_aux: 2.406923 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.451780 eta: 7:24:04 batch_cost: 0.5746 data_cost: 0.0023 ips: 13.9238 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:44] ppdet.engine.callbacks INFO: Epoch: [87] [170/264] learning_rate: 0.000100 loss_class: 2.112718 loss_bbox: 0.178129 loss_giou: 0.232687 loss_mask: 0.495051 loss_dice: 0.442740 loss_class_aux: 13.171217 loss_bbox_aux: 1.179627 loss_giou_aux: 1.478194 loss_mask_aux: 3.168445 loss_dice_aux: 2.702769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.602663 loss: 26.400625 eta: 7:23:51 batch_cost: 0.6060 data_cost: 0.0024 ips: 13.2021 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:24:51] ppdet.engine.callbacks INFO: Epoch: [87] [180/264] learning_rate: 0.000100 loss_class: 2.266009 loss_bbox: 0.177474 loss_giou: 0.227388 loss_mask: 0.473058 loss_dice: 0.455309 loss_class_aux: 14.367275 loss_bbox_aux: 1.153618 loss_giou_aux: 1.452695 loss_mask_aux: 2.935135 loss_dice_aux: 2.715402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.415242 eta: 7:23:39 batch_cost: 0.6411 data_cost: 0.0023 ips: 12.4791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:00] ppdet.engine.callbacks INFO: Epoch: [87] [190/264] learning_rate: 0.000100 loss_class: 1.821373 loss_bbox: 0.134698 loss_giou: 0.193755 loss_mask: 0.412147 loss_dice: 0.387104 loss_class_aux: 11.415998 loss_bbox_aux: 0.932593 loss_giou_aux: 1.270242 loss_mask_aux: 2.527034 loss_dice_aux: 2.326050 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.999239 eta: 7:23:30 batch_cost: 0.8882 data_cost: 0.0018 ips: 9.0070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:16] ppdet.engine.callbacks INFO: Epoch: [87] [200/264] learning_rate: 0.000100 loss_class: 2.180658 loss_bbox: 0.179280 loss_giou: 0.212848 loss_mask: 0.514195 loss_dice: 0.415956 loss_class_aux: 13.918787 loss_bbox_aux: 1.145946 loss_giou_aux: 1.381191 loss_mask_aux: 3.061488 loss_dice_aux: 2.510516 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.439434 eta: 7:23:29 batch_cost: 1.5445 data_cost: 0.0014 ips: 5.1798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:28] ppdet.engine.callbacks INFO: Epoch: [87] [210/264] learning_rate: 0.000100 loss_class: 2.196739 loss_bbox: 0.167476 loss_giou: 0.231428 loss_mask: 0.456580 loss_dice: 0.476778 loss_class_aux: 14.068532 loss_bbox_aux: 1.119261 loss_giou_aux: 1.496889 loss_mask_aux: 2.853721 loss_dice_aux: 2.933457 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.076725 loss: 27.626945 eta: 7:23:24 batch_cost: 1.2041 data_cost: 0.0016 ips: 6.6440 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:34] ppdet.engine.callbacks INFO: Epoch: [87] [220/264] learning_rate: 0.000100 loss_class: 2.175372 loss_bbox: 0.134486 loss_giou: 0.238663 loss_mask: 0.310985 loss_dice: 0.447326 loss_class_aux: 13.637356 loss_bbox_aux: 0.909808 loss_giou_aux: 1.562284 loss_mask_aux: 1.929105 loss_dice_aux: 2.716359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.350515 loss: 24.764050 eta: 7:23:11 batch_cost: 0.5490 data_cost: 0.0021 ips: 14.5726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:40] ppdet.engine.callbacks INFO: Epoch: [87] [230/264] learning_rate: 0.000100 loss_class: 2.153896 loss_bbox: 0.173612 loss_giou: 0.218281 loss_mask: 0.512447 loss_dice: 0.483513 loss_class_aux: 13.513142 loss_bbox_aux: 1.123016 loss_giou_aux: 1.409569 loss_mask_aux: 2.902784 loss_dice_aux: 2.873569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.201824 eta: 7:22:58 batch_cost: 0.5931 data_cost: 0.0020 ips: 13.4885 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:46] ppdet.engine.callbacks INFO: Epoch: [87] [240/264] learning_rate: 0.000100 loss_class: 2.291230 loss_bbox: 0.151284 loss_giou: 0.249992 loss_mask: 0.503054 loss_dice: 0.461826 loss_class_aux: 14.765019 loss_bbox_aux: 1.006523 loss_giou_aux: 1.611132 loss_mask_aux: 2.676126 loss_dice_aux: 2.810901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.208618 loss: 28.477352 eta: 7:22:44 batch_cost: 0.5424 data_cost: 0.0020 ips: 14.7498 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:52] ppdet.engine.callbacks INFO: Epoch: [87] [250/264] learning_rate: 0.000100 loss_class: 2.073405 loss_bbox: 0.135079 loss_giou: 0.204645 loss_mask: 0.362463 loss_dice: 0.399961 loss_class_aux: 13.439368 loss_bbox_aux: 0.888394 loss_giou_aux: 1.319534 loss_mask_aux: 2.258863 loss_dice_aux: 2.455766 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.378756 loss: 24.927804 eta: 7:22:31 batch_cost: 0.5604 data_cost: 0.0020 ips: 14.2757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:25:58] ppdet.engine.callbacks INFO: Epoch: [87] [260/264] learning_rate: 0.000100 loss_class: 2.269149 loss_bbox: 0.158997 loss_giou: 0.228018 loss_mask: 0.452007 loss_dice: 0.436514 loss_class_aux: 14.392163 loss_bbox_aux: 1.102131 loss_giou_aux: 1.484142 loss_mask_aux: 2.777846 loss_dice_aux: 2.678141 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.434403 eta: 7:22:18 batch_cost: 0.5640 data_cost: 0.0019 ips: 14.1836 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:26:39] ppdet.engine.callbacks INFO: Epoch: [88] [  0/264] learning_rate: 0.000100 loss_class: 2.162893 loss_bbox: 0.165610 loss_giou: 0.236978 loss_mask: 0.452007 loss_dice: 0.457706 loss_class_aux: 13.668805 loss_bbox_aux: 1.099805 loss_giou_aux: 1.560253 loss_mask_aux: 2.777846 loss_dice_aux: 2.759360 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.021607 loss: 27.156590 eta: 7:22:28 batch_cost: 1.7736 data_cost: 1.1575 ips: 4.5105 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:26:50] ppdet.engine.callbacks INFO: Epoch: [88] [ 10/264] learning_rate: 0.000100 loss_class: 2.165409 loss_bbox: 0.181647 loss_giou: 0.221639 loss_mask: 0.561550 loss_dice: 0.442818 loss_class_aux: 13.645185 loss_bbox_aux: 1.212448 loss_giou_aux: 1.458901 loss_mask_aux: 3.490478 loss_dice_aux: 2.709258 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.299509 eta: 7:22:20 batch_cost: 0.9929 data_cost: 0.0079 ips: 8.0569 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:26:57] ppdet.engine.callbacks INFO: Epoch: [88] [ 20/264] learning_rate: 0.000100 loss_class: 1.950148 loss_bbox: 0.155778 loss_giou: 0.210027 loss_mask: 0.360990 loss_dice: 0.412277 loss_class_aux: 12.303749 loss_bbox_aux: 1.027323 loss_giou_aux: 1.339947 loss_mask_aux: 2.370428 loss_dice_aux: 2.485206 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.445027 eta: 7:22:08 batch_cost: 0.6523 data_cost: 0.0028 ips: 12.2638 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:04] ppdet.engine.callbacks INFO: Epoch: [88] [ 30/264] learning_rate: 0.000100 loss_class: 2.039581 loss_bbox: 0.174128 loss_giou: 0.224976 loss_mask: 0.442502 loss_dice: 0.418943 loss_class_aux: 12.971286 loss_bbox_aux: 1.135506 loss_giou_aux: 1.431955 loss_mask_aux: 2.867565 loss_dice_aux: 2.565192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.092279 eta: 7:21:56 batch_cost: 0.6756 data_cost: 0.0033 ips: 11.8416 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:10] ppdet.engine.callbacks INFO: Epoch: [88] [ 40/264] learning_rate: 0.000100 loss_class: 2.151707 loss_bbox: 0.167778 loss_giou: 0.222833 loss_mask: 0.434731 loss_dice: 0.444982 loss_class_aux: 13.945145 loss_bbox_aux: 1.041000 loss_giou_aux: 1.440466 loss_mask_aux: 2.665807 loss_dice_aux: 2.645245 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.206210 eta: 7:21:43 batch_cost: 0.6080 data_cost: 0.0022 ips: 13.1582 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:17] ppdet.engine.callbacks INFO: Epoch: [88] [ 50/264] learning_rate: 0.000100 loss_class: 2.240247 loss_bbox: 0.166940 loss_giou: 0.223084 loss_mask: 0.490810 loss_dice: 0.458904 loss_class_aux: 13.729452 loss_bbox_aux: 1.084739 loss_giou_aux: 1.435450 loss_mask_aux: 2.969864 loss_dice_aux: 2.713261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.747679 eta: 7:21:31 batch_cost: 0.6055 data_cost: 0.0023 ips: 13.2115 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:23] ppdet.engine.callbacks INFO: Epoch: [88] [ 60/264] learning_rate: 0.000100 loss_class: 2.196568 loss_bbox: 0.145907 loss_giou: 0.201188 loss_mask: 0.403978 loss_dice: 0.420048 loss_class_aux: 13.552296 loss_bbox_aux: 1.017043 loss_giou_aux: 1.310620 loss_mask_aux: 2.737304 loss_dice_aux: 2.675111 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.070748 loss: 24.842521 eta: 7:21:18 batch_cost: 0.5803 data_cost: 0.0020 ips: 13.7856 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:29] ppdet.engine.callbacks INFO: Epoch: [88] [ 70/264] learning_rate: 0.000100 loss_class: 1.957777 loss_bbox: 0.146253 loss_giou: 0.221516 loss_mask: 0.350176 loss_dice: 0.404405 loss_class_aux: 12.111207 loss_bbox_aux: 0.958733 loss_giou_aux: 1.412873 loss_mask_aux: 2.120715 loss_dice_aux: 2.455029 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.373052 eta: 7:21:05 batch_cost: 0.5585 data_cost: 0.0019 ips: 14.3244 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:35] ppdet.engine.callbacks INFO: Epoch: [88] [ 80/264] learning_rate: 0.000100 loss_class: 2.033610 loss_bbox: 0.168871 loss_giou: 0.200078 loss_mask: 0.478711 loss_dice: 0.428883 loss_class_aux: 12.944752 loss_bbox_aux: 1.088476 loss_giou_aux: 1.300763 loss_mask_aux: 2.862489 loss_dice_aux: 2.541202 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.768152 eta: 7:20:52 batch_cost: 0.6311 data_cost: 0.0023 ips: 12.6758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:42] ppdet.engine.callbacks INFO: Epoch: [88] [ 90/264] learning_rate: 0.000100 loss_class: 2.012596 loss_bbox: 0.139980 loss_giou: 0.227206 loss_mask: 0.359208 loss_dice: 0.397306 loss_class_aux: 12.594026 loss_bbox_aux: 0.939599 loss_giou_aux: 1.421845 loss_mask_aux: 2.140053 loss_dice_aux: 2.484506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.902157 eta: 7:20:39 batch_cost: 0.6011 data_cost: 0.0020 ips: 13.3084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:48] ppdet.engine.callbacks INFO: Epoch: [88] [100/264] learning_rate: 0.000100 loss_class: 2.158116 loss_bbox: 0.175975 loss_giou: 0.215617 loss_mask: 0.562368 loss_dice: 0.453269 loss_class_aux: 13.417341 loss_bbox_aux: 1.220890 loss_giou_aux: 1.411464 loss_mask_aux: 3.153716 loss_dice_aux: 2.862828 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.796259 loss: 26.919616 eta: 7:20:27 batch_cost: 0.5781 data_cost: 0.0023 ips: 13.8396 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:27:54] ppdet.engine.callbacks INFO: Epoch: [88] [110/264] learning_rate: 0.000100 loss_class: 2.191857 loss_bbox: 0.156642 loss_giou: 0.243734 loss_mask: 0.417015 loss_dice: 0.431722 loss_class_aux: 13.736365 loss_bbox_aux: 1.018847 loss_giou_aux: 1.557585 loss_mask_aux: 2.531953 loss_dice_aux: 2.663565 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.240358 loss: 26.148747 eta: 7:20:13 batch_cost: 0.5684 data_cost: 0.0020 ips: 14.0741 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:00] ppdet.engine.callbacks INFO: Epoch: [88] [120/264] learning_rate: 0.000100 loss_class: 2.089625 loss_bbox: 0.178284 loss_giou: 0.231536 loss_mask: 0.487822 loss_dice: 0.442074 loss_class_aux: 13.100934 loss_bbox_aux: 1.161534 loss_giou_aux: 1.467559 loss_mask_aux: 3.005877 loss_dice_aux: 2.689290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.848768 loss: 25.105458 eta: 7:20:01 batch_cost: 0.5954 data_cost: 0.0021 ips: 13.4357 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:06] ppdet.engine.callbacks INFO: Epoch: [88] [130/264] learning_rate: 0.000100 loss_class: 2.194797 loss_bbox: 0.162747 loss_giou: 0.234327 loss_mask: 0.421981 loss_dice: 0.461094 loss_class_aux: 13.613234 loss_bbox_aux: 1.069633 loss_giou_aux: 1.545343 loss_mask_aux: 2.657215 loss_dice_aux: 2.846335 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.288318 eta: 7:19:48 batch_cost: 0.6276 data_cost: 0.0023 ips: 12.7471 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:13] ppdet.engine.callbacks INFO: Epoch: [88] [140/264] learning_rate: 0.000100 loss_class: 2.024998 loss_bbox: 0.133289 loss_giou: 0.212774 loss_mask: 0.384031 loss_dice: 0.427315 loss_class_aux: 13.305762 loss_bbox_aux: 0.930520 loss_giou_aux: 1.379513 loss_mask_aux: 2.335778 loss_dice_aux: 2.538751 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.592278 loss: 25.687644 eta: 7:19:35 batch_cost: 0.5823 data_cost: 0.0020 ips: 13.7375 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:14] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:28:14] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:28:18] ppdet.engine.callbacks INFO: Epoch: [88] [150/264] learning_rate: 0.000100 loss_class: 2.055750 loss_bbox: 0.153648 loss_giou: 0.224544 loss_mask: 0.413185 loss_dice: 0.427831 loss_class_aux: 13.107879 loss_bbox_aux: 1.037175 loss_giou_aux: 1.441093 loss_mask_aux: 2.695082 loss_dice_aux: 2.591100 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.701872 loss: 24.683956 eta: 7:19:22 batch_cost: 0.5620 data_cost: 0.0019 ips: 14.2354 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:25] ppdet.engine.callbacks INFO: Epoch: [88] [160/264] learning_rate: 0.000100 loss_class: 2.244425 loss_bbox: 0.182712 loss_giou: 0.230336 loss_mask: 0.519764 loss_dice: 0.474483 loss_class_aux: 14.675939 loss_bbox_aux: 1.272587 loss_giou_aux: 1.474534 loss_mask_aux: 3.168801 loss_dice_aux: 2.920456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.656321 eta: 7:19:09 batch_cost: 0.5837 data_cost: 0.0023 ips: 13.7064 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:31] ppdet.engine.callbacks INFO: Epoch: [88] [170/264] learning_rate: 0.000100 loss_class: 2.193456 loss_bbox: 0.164561 loss_giou: 0.233205 loss_mask: 0.442293 loss_dice: 0.460240 loss_class_aux: 13.626717 loss_bbox_aux: 1.104036 loss_giou_aux: 1.475948 loss_mask_aux: 2.744729 loss_dice_aux: 2.760230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.630480 eta: 7:18:57 batch_cost: 0.5945 data_cost: 0.0020 ips: 13.4563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:37] ppdet.engine.callbacks INFO: Epoch: [88] [180/264] learning_rate: 0.000100 loss_class: 1.944257 loss_bbox: 0.160982 loss_giou: 0.202976 loss_mask: 0.501956 loss_dice: 0.392487 loss_class_aux: 12.446504 loss_bbox_aux: 1.098920 loss_giou_aux: 1.275869 loss_mask_aux: 3.190477 loss_dice_aux: 2.349307 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.610313 loss: 24.760899 eta: 7:18:44 batch_cost: 0.5901 data_cost: 0.0020 ips: 13.5575 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:43] ppdet.engine.callbacks INFO: Epoch: [88] [190/264] learning_rate: 0.000100 loss_class: 2.435814 loss_bbox: 0.181194 loss_giou: 0.236443 loss_mask: 0.497533 loss_dice: 0.496428 loss_class_aux: 15.773764 loss_bbox_aux: 1.146490 loss_giou_aux: 1.522768 loss_mask_aux: 2.931563 loss_dice_aux: 2.964862 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.410204 loss: 29.676968 eta: 7:18:31 batch_cost: 0.5557 data_cost: 0.0019 ips: 14.3968 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:49] ppdet.engine.callbacks INFO: Epoch: [88] [200/264] learning_rate: 0.000100 loss_class: 2.417811 loss_bbox: 0.157480 loss_giou: 0.206345 loss_mask: 0.443866 loss_dice: 0.439430 loss_class_aux: 14.985122 loss_bbox_aux: 1.095952 loss_giou_aux: 1.388062 loss_mask_aux: 2.700305 loss_dice_aux: 2.719429 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.407026 loss: 28.280409 eta: 7:18:18 batch_cost: 0.6296 data_cost: 0.0025 ips: 12.7064 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:28:55] ppdet.engine.callbacks INFO: Epoch: [88] [210/264] learning_rate: 0.000100 loss_class: 2.200609 loss_bbox: 0.164807 loss_giou: 0.206347 loss_mask: 0.475263 loss_dice: 0.431013 loss_class_aux: 13.706422 loss_bbox_aux: 1.111461 loss_giou_aux: 1.368785 loss_mask_aux: 2.835597 loss_dice_aux: 2.672710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.716262 loss: 27.758678 eta: 7:18:05 batch_cost: 0.5655 data_cost: 0.0019 ips: 14.1458 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:29:02] ppdet.engine.callbacks INFO: Epoch: [88] [220/264] learning_rate: 0.000100 loss_class: 2.188908 loss_bbox: 0.152809 loss_giou: 0.196437 loss_mask: 0.479102 loss_dice: 0.412941 loss_class_aux: 13.595811 loss_bbox_aux: 1.034865 loss_giou_aux: 1.304686 loss_mask_aux: 2.899859 loss_dice_aux: 2.594316 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.609674 eta: 7:17:53 batch_cost: 0.6172 data_cost: 0.0018 ips: 12.9612 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:29:08] ppdet.engine.callbacks INFO: Epoch: [88] [230/264] learning_rate: 0.000100 loss_class: 2.233331 loss_bbox: 0.155940 loss_giou: 0.217203 loss_mask: 0.427437 loss_dice: 0.410381 loss_class_aux: 13.439136 loss_bbox_aux: 1.063484 loss_giou_aux: 1.444956 loss_mask_aux: 2.617490 loss_dice_aux: 2.505588 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.491905 eta: 7:17:40 batch_cost: 0.5847 data_cost: 0.0016 ips: 13.6831 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:29:14] ppdet.engine.callbacks INFO: Epoch: [88] [240/264] learning_rate: 0.000100 loss_class: 2.289051 loss_bbox: 0.173111 loss_giou: 0.239795 loss_mask: 0.477473 loss_dice: 0.419522 loss_class_aux: 14.673102 loss_bbox_aux: 1.181721 loss_giou_aux: 1.535241 loss_mask_aux: 2.800529 loss_dice_aux: 2.601207 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.745400 loss: 26.893015 eta: 7:17:27 batch_cost: 0.5817 data_cost: 0.0015 ips: 13.7525 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:29:20] ppdet.engine.callbacks INFO: Epoch: [88] [250/264] learning_rate: 0.000100 loss_class: 2.303647 loss_bbox: 0.177005 loss_giou: 0.206038 loss_mask: 0.506940 loss_dice: 0.411435 loss_class_aux: 14.181267 loss_bbox_aux: 1.200673 loss_giou_aux: 1.385588 loss_mask_aux: 3.197660 loss_dice_aux: 2.478276 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.736269 eta: 7:17:14 batch_cost: 0.5806 data_cost: 0.0015 ips: 13.7779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:29:26] ppdet.engine.callbacks INFO: Epoch: [88] [260/264] learning_rate: 0.000100 loss_class: 2.108704 loss_bbox: 0.155838 loss_giou: 0.229918 loss_mask: 0.455930 loss_dice: 0.445382 loss_class_aux: 13.374115 loss_bbox_aux: 1.029176 loss_giou_aux: 1.410280 loss_mask_aux: 2.706128 loss_dice_aux: 2.701373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.025381 eta: 7:17:01 batch_cost: 0.5415 data_cost: 0.0015 ips: 14.7747 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:07] ppdet.engine.callbacks INFO: Epoch: [89] [  0/264] learning_rate: 0.000100 loss_class: 2.174276 loss_bbox: 0.161893 loss_giou: 0.224608 loss_mask: 0.471679 loss_dice: 0.463790 loss_class_aux: 13.547489 loss_bbox_aux: 1.114147 loss_giou_aux: 1.433680 loss_mask_aux: 2.792986 loss_dice_aux: 2.800823 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.398507 eta: 7:17:10 batch_cost: 1.7143 data_cost: 1.1051 ips: 4.6667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:18] ppdet.engine.callbacks INFO: Epoch: [89] [ 10/264] learning_rate: 0.000100 loss_class: 2.099559 loss_bbox: 0.141288 loss_giou: 0.207492 loss_mask: 0.411059 loss_dice: 0.399144 loss_class_aux: 13.896932 loss_bbox_aux: 0.946272 loss_giou_aux: 1.389335 loss_mask_aux: 2.496054 loss_dice_aux: 2.449502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.467738 eta: 7:17:02 batch_cost: 0.9828 data_cost: 0.0113 ips: 8.1397 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:25] ppdet.engine.callbacks INFO: Epoch: [89] [ 20/264] learning_rate: 0.000100 loss_class: 2.005768 loss_bbox: 0.192840 loss_giou: 0.226133 loss_mask: 0.450682 loss_dice: 0.410959 loss_class_aux: 12.859909 loss_bbox_aux: 1.215616 loss_giou_aux: 1.431840 loss_mask_aux: 2.717146 loss_dice_aux: 2.489246 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.332027 eta: 7:16:50 batch_cost: 0.6594 data_cost: 0.0032 ips: 12.1328 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:32] ppdet.engine.callbacks INFO: Epoch: [89] [ 30/264] learning_rate: 0.000100 loss_class: 2.431980 loss_bbox: 0.169634 loss_giou: 0.213357 loss_mask: 0.375141 loss_dice: 0.421826 loss_class_aux: 15.199527 loss_bbox_aux: 1.123886 loss_giou_aux: 1.402740 loss_mask_aux: 2.303158 loss_dice_aux: 2.612503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.362670 eta: 7:16:39 batch_cost: 0.6790 data_cost: 0.0027 ips: 11.7826 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:38] ppdet.engine.callbacks INFO: Epoch: [89] [ 40/264] learning_rate: 0.000100 loss_class: 2.184835 loss_bbox: 0.162490 loss_giou: 0.219421 loss_mask: 0.447122 loss_dice: 0.382714 loss_class_aux: 13.669575 loss_bbox_aux: 1.043778 loss_giou_aux: 1.392345 loss_mask_aux: 2.790194 loss_dice_aux: 2.358602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.237820 eta: 7:16:26 batch_cost: 0.6117 data_cost: 0.0020 ips: 13.0784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:44] ppdet.engine.callbacks INFO: Epoch: [89] [ 50/264] learning_rate: 0.000100 loss_class: 1.940830 loss_bbox: 0.144444 loss_giou: 0.214573 loss_mask: 0.405180 loss_dice: 0.392161 loss_class_aux: 12.701659 loss_bbox_aux: 0.954050 loss_giou_aux: 1.369866 loss_mask_aux: 2.196263 loss_dice_aux: 2.316250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.344746 loss: 24.612454 eta: 7:16:13 batch_cost: 0.5839 data_cost: 0.0018 ips: 13.7021 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:51] ppdet.engine.callbacks INFO: Epoch: [89] [ 60/264] learning_rate: 0.000100 loss_class: 2.376638 loss_bbox: 0.174077 loss_giou: 0.234647 loss_mask: 0.431491 loss_dice: 0.463100 loss_class_aux: 14.741315 loss_bbox_aux: 1.140249 loss_giou_aux: 1.524363 loss_mask_aux: 2.637231 loss_dice_aux: 2.819899 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494938 loss: 26.849073 eta: 7:16:01 batch_cost: 0.6324 data_cost: 0.0022 ips: 12.6503 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:30:57] ppdet.engine.callbacks INFO: Epoch: [89] [ 70/264] learning_rate: 0.000100 loss_class: 1.865146 loss_bbox: 0.154077 loss_giou: 0.210785 loss_mask: 0.388627 loss_dice: 0.400218 loss_class_aux: 11.956234 loss_bbox_aux: 1.025706 loss_giou_aux: 1.398808 loss_mask_aux: 2.344565 loss_dice_aux: 2.420676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.122420 loss: 24.428764 eta: 7:15:48 batch_cost: 0.5693 data_cost: 0.0022 ips: 14.0515 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:03] ppdet.engine.callbacks INFO: Epoch: [89] [ 80/264] learning_rate: 0.000100 loss_class: 2.157726 loss_bbox: 0.174775 loss_giou: 0.246738 loss_mask: 0.455640 loss_dice: 0.446320 loss_class_aux: 13.730656 loss_bbox_aux: 1.158033 loss_giou_aux: 1.570398 loss_mask_aux: 2.678008 loss_dice_aux: 2.749115 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.824609 eta: 7:15:35 batch_cost: 0.5885 data_cost: 0.0024 ips: 13.5942 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:09] ppdet.engine.callbacks INFO: Epoch: [89] [ 90/264] learning_rate: 0.000100 loss_class: 1.992762 loss_bbox: 0.153593 loss_giou: 0.209198 loss_mask: 0.462605 loss_dice: 0.421193 loss_class_aux: 12.946317 loss_bbox_aux: 0.991638 loss_giou_aux: 1.342217 loss_mask_aux: 2.758631 loss_dice_aux: 2.530338 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.060641 loss: 26.246516 eta: 7:15:22 batch_cost: 0.5456 data_cost: 0.0022 ips: 14.6620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:16] ppdet.engine.callbacks INFO: Epoch: [89] [100/264] learning_rate: 0.000100 loss_class: 2.260803 loss_bbox: 0.183789 loss_giou: 0.226626 loss_mask: 0.472902 loss_dice: 0.435844 loss_class_aux: 14.216496 loss_bbox_aux: 1.212857 loss_giou_aux: 1.437790 loss_mask_aux: 2.842516 loss_dice_aux: 2.634231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.804843 eta: 7:15:10 batch_cost: 0.6342 data_cost: 0.0024 ips: 12.6150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:22] ppdet.engine.callbacks INFO: Epoch: [89] [110/264] learning_rate: 0.000100 loss_class: 2.047772 loss_bbox: 0.149523 loss_giou: 0.215496 loss_mask: 0.410601 loss_dice: 0.399311 loss_class_aux: 12.897278 loss_bbox_aux: 0.928445 loss_giou_aux: 1.360075 loss_mask_aux: 2.602058 loss_dice_aux: 2.406853 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.216914 eta: 7:14:57 batch_cost: 0.5775 data_cost: 0.0022 ips: 13.8530 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:28] ppdet.engine.callbacks INFO: Epoch: [89] [120/264] learning_rate: 0.000100 loss_class: 2.189465 loss_bbox: 0.193393 loss_giou: 0.234766 loss_mask: 0.555277 loss_dice: 0.453742 loss_class_aux: 13.957891 loss_bbox_aux: 1.254600 loss_giou_aux: 1.542012 loss_mask_aux: 3.203471 loss_dice_aux: 2.750337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.528056 loss: 27.892319 eta: 7:14:45 batch_cost: 0.5989 data_cost: 0.0023 ips: 13.3580 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:34] ppdet.engine.callbacks INFO: Epoch: [89] [130/264] learning_rate: 0.000100 loss_class: 2.227767 loss_bbox: 0.187605 loss_giou: 0.226571 loss_mask: 0.460659 loss_dice: 0.429045 loss_class_aux: 14.141390 loss_bbox_aux: 1.188222 loss_giou_aux: 1.459785 loss_mask_aux: 3.064039 loss_dice_aux: 2.609714 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.103571 eta: 7:14:32 batch_cost: 0.6343 data_cost: 0.0021 ips: 12.6119 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:41] ppdet.engine.callbacks INFO: Epoch: [89] [140/264] learning_rate: 0.000100 loss_class: 2.158649 loss_bbox: 0.181564 loss_giou: 0.244981 loss_mask: 0.487299 loss_dice: 0.486300 loss_class_aux: 13.826055 loss_bbox_aux: 1.221192 loss_giou_aux: 1.544359 loss_mask_aux: 2.990311 loss_dice_aux: 2.952393 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.133683 loss: 28.801307 eta: 7:14:20 batch_cost: 0.5934 data_cost: 0.0029 ips: 13.4827 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:47] ppdet.engine.callbacks INFO: Epoch: [89] [150/264] learning_rate: 0.000100 loss_class: 2.159732 loss_bbox: 0.184680 loss_giou: 0.241429 loss_mask: 0.505196 loss_dice: 0.463724 loss_class_aux: 14.229765 loss_bbox_aux: 1.194815 loss_giou_aux: 1.535354 loss_mask_aux: 3.124415 loss_dice_aux: 2.880133 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.627653 eta: 7:14:07 batch_cost: 0.5971 data_cost: 0.0029 ips: 13.3988 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:54] ppdet.engine.callbacks INFO: Epoch: [89] [160/264] learning_rate: 0.000100 loss_class: 1.911375 loss_bbox: 0.162948 loss_giou: 0.224905 loss_mask: 0.468453 loss_dice: 0.440270 loss_class_aux: 12.500951 loss_bbox_aux: 1.130877 loss_giou_aux: 1.500998 loss_mask_aux: 2.950663 loss_dice_aux: 2.804008 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.669934 eta: 7:13:55 batch_cost: 0.6173 data_cost: 0.0025 ips: 12.9596 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:31:57] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:31:57] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:32:00] ppdet.engine.callbacks INFO: Epoch: [89] [170/264] learning_rate: 0.000100 loss_class: 2.189968 loss_bbox: 0.166084 loss_giou: 0.251440 loss_mask: 0.423649 loss_dice: 0.482920 loss_class_aux: 13.315313 loss_bbox_aux: 1.137393 loss_giou_aux: 1.654451 loss_mask_aux: 2.577737 loss_dice_aux: 3.009812 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.423107 loss: 25.752214 eta: 7:13:42 batch_cost: 0.6120 data_cost: 0.0022 ips: 13.0723 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:06] ppdet.engine.callbacks INFO: Epoch: [89] [180/264] learning_rate: 0.000100 loss_class: 2.273853 loss_bbox: 0.147499 loss_giou: 0.225861 loss_mask: 0.380848 loss_dice: 0.425638 loss_class_aux: 14.332347 loss_bbox_aux: 0.996964 loss_giou_aux: 1.483973 loss_mask_aux: 2.368661 loss_dice_aux: 2.663891 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.811853 loss: 26.195650 eta: 7:13:30 batch_cost: 0.5977 data_cost: 0.0023 ips: 13.3853 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:12] ppdet.engine.callbacks INFO: Epoch: [89] [190/264] learning_rate: 0.000100 loss_class: 2.142334 loss_bbox: 0.161096 loss_giou: 0.204812 loss_mask: 0.452263 loss_dice: 0.426384 loss_class_aux: 14.117884 loss_bbox_aux: 1.101973 loss_giou_aux: 1.313650 loss_mask_aux: 2.719546 loss_dice_aux: 2.566818 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.970967 eta: 7:13:17 batch_cost: 0.5793 data_cost: 0.0022 ips: 13.8092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:19] ppdet.engine.callbacks INFO: Epoch: [89] [200/264] learning_rate: 0.000100 loss_class: 2.100698 loss_bbox: 0.166155 loss_giou: 0.228817 loss_mask: 0.434022 loss_dice: 0.415613 loss_class_aux: 13.413691 loss_bbox_aux: 1.052042 loss_giou_aux: 1.461703 loss_mask_aux: 2.648364 loss_dice_aux: 2.564491 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.844905 eta: 7:13:05 batch_cost: 0.5984 data_cost: 0.0030 ips: 13.3692 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:25] ppdet.engine.callbacks INFO: Epoch: [89] [210/264] learning_rate: 0.000100 loss_class: 2.034211 loss_bbox: 0.142256 loss_giou: 0.208520 loss_mask: 0.366891 loss_dice: 0.433739 loss_class_aux: 13.210361 loss_bbox_aux: 0.998252 loss_giou_aux: 1.344184 loss_mask_aux: 2.190633 loss_dice_aux: 2.606683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.468513 loss: 24.866602 eta: 7:12:52 batch_cost: 0.6044 data_cost: 0.0020 ips: 13.2370 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:31] ppdet.engine.callbacks INFO: Epoch: [89] [220/264] learning_rate: 0.000100 loss_class: 1.922755 loss_bbox: 0.151540 loss_giou: 0.209921 loss_mask: 0.412392 loss_dice: 0.436979 loss_class_aux: 11.977645 loss_bbox_aux: 1.035914 loss_giou_aux: 1.330702 loss_mask_aux: 2.502390 loss_dice_aux: 2.622219 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.608272 eta: 7:12:39 batch_cost: 0.5717 data_cost: 0.0017 ips: 13.9923 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:37] ppdet.engine.callbacks INFO: Epoch: [89] [230/264] learning_rate: 0.000100 loss_class: 2.041502 loss_bbox: 0.183920 loss_giou: 0.201331 loss_mask: 0.506028 loss_dice: 0.447153 loss_class_aux: 13.035653 loss_bbox_aux: 1.221779 loss_giou_aux: 1.312129 loss_mask_aux: 3.033716 loss_dice_aux: 2.598872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.779566 eta: 7:12:26 batch_cost: 0.5509 data_cost: 0.0016 ips: 14.5219 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:42] ppdet.engine.callbacks INFO: Epoch: [89] [240/264] learning_rate: 0.000100 loss_class: 2.175800 loss_bbox: 0.147291 loss_giou: 0.242320 loss_mask: 0.352130 loss_dice: 0.452804 loss_class_aux: 14.050714 loss_bbox_aux: 0.996837 loss_giou_aux: 1.541353 loss_mask_aux: 2.127803 loss_dice_aux: 2.688704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.758066 loss: 25.815822 eta: 7:12:13 batch_cost: 0.5435 data_cost: 0.0015 ips: 14.7185 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:49] ppdet.engine.callbacks INFO: Epoch: [89] [250/264] learning_rate: 0.000100 loss_class: 2.074642 loss_bbox: 0.190474 loss_giou: 0.224362 loss_mask: 0.454248 loss_dice: 0.464896 loss_class_aux: 13.526696 loss_bbox_aux: 1.187077 loss_giou_aux: 1.411245 loss_mask_aux: 2.739628 loss_dice_aux: 2.798380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.618523 loss: 25.569352 eta: 7:12:00 batch_cost: 0.5881 data_cost: 0.0015 ips: 13.6038 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:32:54] ppdet.engine.callbacks INFO: Epoch: [89] [260/264] learning_rate: 0.000100 loss_class: 2.075734 loss_bbox: 0.159768 loss_giou: 0.203300 loss_mask: 0.434353 loss_dice: 0.406179 loss_class_aux: 13.132361 loss_bbox_aux: 1.078792 loss_giou_aux: 1.299809 loss_mask_aux: 2.696230 loss_dice_aux: 2.479563 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.887812 loss: 25.290448 eta: 7:11:47 batch_cost: 0.5677 data_cost: 0.0015 ips: 14.0913 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:33:26] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/89
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:33:31] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/89/inference/inference.yml
[05/14 01:33:31] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 01:33:31] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/89/inference
[05/14 01:33:35] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 01:33:43] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 01:33:51] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 01:33:54] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:33:54] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.719
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.611
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.396
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.727
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.776
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.776
[05/14 01:33:57] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.284440931900512
[05/14 01:33:57] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 01:33:57] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/89
[05/14 01:33:57] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 01:33:57] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 01:34:00] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:34:05] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 01:34:05] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 01:34:06] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 01:34:22] ppdet.engine.callbacks INFO: Epoch: [90] [  0/264] learning_rate: 0.000100 loss_class: 2.196614 loss_bbox: 0.172646 loss_giou: 0.219710 loss_mask: 0.473531 loss_dice: 0.435759 loss_class_aux: 13.893124 loss_bbox_aux: 1.193716 loss_giou_aux: 1.421432 loss_mask_aux: 2.839898 loss_dice_aux: 2.798175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.569772 eta: 7:11:59 batch_cost: 1.9773 data_cost: 1.3202 ips: 4.0459 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:34:31] ppdet.engine.callbacks INFO: Epoch: [90] [ 10/264] learning_rate: 0.000100 loss_class: 1.941345 loss_bbox: 0.140594 loss_giou: 0.187499 loss_mask: 0.356587 loss_dice: 0.375636 loss_class_aux: 12.056245 loss_bbox_aux: 0.977394 loss_giou_aux: 1.270769 loss_mask_aux: 2.157057 loss_dice_aux: 2.331089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.986708 eta: 7:11:50 batch_cost: 0.8389 data_cost: 0.0049 ips: 9.5363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:34:38] ppdet.engine.callbacks INFO: Epoch: [90] [ 20/264] learning_rate: 0.000100 loss_class: 2.303972 loss_bbox: 0.188552 loss_giou: 0.241136 loss_mask: 0.506405 loss_dice: 0.445025 loss_class_aux: 14.347548 loss_bbox_aux: 1.269262 loss_giou_aux: 1.551318 loss_mask_aux: 3.231348 loss_dice_aux: 2.716108 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.685331 eta: 7:11:38 batch_cost: 0.6459 data_cost: 0.0025 ips: 12.3860 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:34:44] ppdet.engine.callbacks INFO: Epoch: [90] [ 30/264] learning_rate: 0.000100 loss_class: 2.281608 loss_bbox: 0.184947 loss_giou: 0.238390 loss_mask: 0.463658 loss_dice: 0.470019 loss_class_aux: 14.076625 loss_bbox_aux: 1.259510 loss_giou_aux: 1.546253 loss_mask_aux: 2.872010 loss_dice_aux: 2.888775 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.117901 loss: 27.256662 eta: 7:11:26 batch_cost: 0.6337 data_cost: 0.0023 ips: 12.6243 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:34:51] ppdet.engine.callbacks INFO: Epoch: [90] [ 40/264] learning_rate: 0.000100 loss_class: 2.335213 loss_bbox: 0.195701 loss_giou: 0.233497 loss_mask: 0.585490 loss_dice: 0.497731 loss_class_aux: 15.499604 loss_bbox_aux: 1.255545 loss_giou_aux: 1.511205 loss_mask_aux: 3.532047 loss_dice_aux: 2.964212 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.037628 eta: 7:11:13 batch_cost: 0.5889 data_cost: 0.0018 ips: 13.5836 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:34:57] ppdet.engine.callbacks INFO: Epoch: [90] [ 50/264] learning_rate: 0.000100 loss_class: 1.949992 loss_bbox: 0.177862 loss_giou: 0.220632 loss_mask: 0.461796 loss_dice: 0.435879 loss_class_aux: 12.834891 loss_bbox_aux: 1.209050 loss_giou_aux: 1.424464 loss_mask_aux: 2.788315 loss_dice_aux: 2.652334 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.044440 eta: 7:11:01 batch_cost: 0.5850 data_cost: 0.0022 ips: 13.6744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:34:57] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:34:57] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:35:03] ppdet.engine.callbacks INFO: Epoch: [90] [ 60/264] learning_rate: 0.000100 loss_class: 2.144808 loss_bbox: 0.179525 loss_giou: 0.212102 loss_mask: 0.472739 loss_dice: 0.476694 loss_class_aux: 14.048176 loss_bbox_aux: 1.223507 loss_giou_aux: 1.402888 loss_mask_aux: 2.794010 loss_dice_aux: 2.855748 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.943044 eta: 7:10:48 batch_cost: 0.6282 data_cost: 0.0020 ips: 12.7346 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:09] ppdet.engine.callbacks INFO: Epoch: [90] [ 70/264] learning_rate: 0.000100 loss_class: 2.222356 loss_bbox: 0.203101 loss_giou: 0.231414 loss_mask: 0.520471 loss_dice: 0.471622 loss_class_aux: 15.218545 loss_bbox_aux: 1.355972 loss_giou_aux: 1.470050 loss_mask_aux: 3.291957 loss_dice_aux: 2.964286 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.331674 loss: 29.613475 eta: 7:10:36 batch_cost: 0.5867 data_cost: 0.0019 ips: 13.6365 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:16] ppdet.engine.callbacks INFO: Epoch: [90] [ 80/264] learning_rate: 0.000100 loss_class: 2.212883 loss_bbox: 0.156283 loss_giou: 0.235656 loss_mask: 0.376946 loss_dice: 0.434414 loss_class_aux: 13.405406 loss_bbox_aux: 1.033533 loss_giou_aux: 1.476161 loss_mask_aux: 2.363804 loss_dice_aux: 2.674758 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.806337 eta: 7:10:23 batch_cost: 0.6153 data_cost: 0.0020 ips: 13.0013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:22] ppdet.engine.callbacks INFO: Epoch: [90] [ 90/264] learning_rate: 0.000100 loss_class: 1.900171 loss_bbox: 0.135293 loss_giou: 0.196073 loss_mask: 0.334886 loss_dice: 0.356517 loss_class_aux: 11.536412 loss_bbox_aux: 0.911702 loss_giou_aux: 1.255514 loss_mask_aux: 2.133790 loss_dice_aux: 2.259670 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.949639 eta: 7:10:11 batch_cost: 0.6005 data_cost: 0.0020 ips: 13.3233 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:28] ppdet.engine.callbacks INFO: Epoch: [90] [100/264] learning_rate: 0.000100 loss_class: 1.774249 loss_bbox: 0.145519 loss_giou: 0.202478 loss_mask: 0.443400 loss_dice: 0.372045 loss_class_aux: 11.405565 loss_bbox_aux: 0.957219 loss_giou_aux: 1.303502 loss_mask_aux: 2.778243 loss_dice_aux: 2.315404 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.161920 loss: 22.252734 eta: 7:09:59 batch_cost: 0.5999 data_cost: 0.0022 ips: 13.3353 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:35] ppdet.engine.callbacks INFO: Epoch: [90] [110/264] learning_rate: 0.000100 loss_class: 2.053320 loss_bbox: 0.168164 loss_giou: 0.215122 loss_mask: 0.408803 loss_dice: 0.419146 loss_class_aux: 12.784556 loss_bbox_aux: 1.125408 loss_giou_aux: 1.397184 loss_mask_aux: 2.616410 loss_dice_aux: 2.605371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.183480 eta: 7:09:46 batch_cost: 0.5823 data_cost: 0.0019 ips: 13.7376 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:41] ppdet.engine.callbacks INFO: Epoch: [90] [120/264] learning_rate: 0.000100 loss_class: 2.120490 loss_bbox: 0.148395 loss_giou: 0.223659 loss_mask: 0.443522 loss_dice: 0.407992 loss_class_aux: 13.748458 loss_bbox_aux: 0.996413 loss_giou_aux: 1.437523 loss_mask_aux: 2.804749 loss_dice_aux: 2.546030 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.500377 loss: 25.985625 eta: 7:09:34 batch_cost: 0.6451 data_cost: 0.0019 ips: 12.4017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:48] ppdet.engine.callbacks INFO: Epoch: [90] [130/264] learning_rate: 0.000100 loss_class: 2.289184 loss_bbox: 0.216515 loss_giou: 0.214503 loss_mask: 0.574289 loss_dice: 0.448947 loss_class_aux: 14.373963 loss_bbox_aux: 1.414510 loss_giou_aux: 1.403638 loss_mask_aux: 3.468801 loss_dice_aux: 2.750468 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.825406 eta: 7:09:22 batch_cost: 0.6272 data_cost: 0.0027 ips: 12.7550 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:35:54] ppdet.engine.callbacks INFO: Epoch: [90] [140/264] learning_rate: 0.000100 loss_class: 2.176908 loss_bbox: 0.162619 loss_giou: 0.217033 loss_mask: 0.543268 loss_dice: 0.469354 loss_class_aux: 13.600765 loss_bbox_aux: 1.098761 loss_giou_aux: 1.376176 loss_mask_aux: 3.330235 loss_dice_aux: 2.889106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.080751 eta: 7:09:09 batch_cost: 0.5916 data_cost: 0.0026 ips: 13.5217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:00] ppdet.engine.callbacks INFO: Epoch: [90] [150/264] learning_rate: 0.000100 loss_class: 2.125605 loss_bbox: 0.151468 loss_giou: 0.211359 loss_mask: 0.425568 loss_dice: 0.469585 loss_class_aux: 13.969156 loss_bbox_aux: 1.088001 loss_giou_aux: 1.369876 loss_mask_aux: 2.658675 loss_dice_aux: 2.784925 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.504102 loss: 26.543709 eta: 7:08:56 batch_cost: 0.5578 data_cost: 0.0023 ips: 14.3425 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:06] ppdet.engine.callbacks INFO: Epoch: [90] [160/264] learning_rate: 0.000100 loss_class: 2.005601 loss_bbox: 0.170912 loss_giou: 0.217083 loss_mask: 0.397303 loss_dice: 0.407561 loss_class_aux: 12.971047 loss_bbox_aux: 1.111141 loss_giou_aux: 1.386644 loss_mask_aux: 2.395130 loss_dice_aux: 2.432120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.491579 eta: 7:08:44 batch_cost: 0.5618 data_cost: 0.0020 ips: 14.2393 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:12] ppdet.engine.callbacks INFO: Epoch: [90] [170/264] learning_rate: 0.000100 loss_class: 2.081536 loss_bbox: 0.160601 loss_giou: 0.241293 loss_mask: 0.415356 loss_dice: 0.440930 loss_class_aux: 13.231888 loss_bbox_aux: 1.068746 loss_giou_aux: 1.505009 loss_mask_aux: 2.698090 loss_dice_aux: 2.689699 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.442498 eta: 7:08:30 batch_cost: 0.5413 data_cost: 0.0020 ips: 14.7787 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:18] ppdet.engine.callbacks INFO: Epoch: [90] [180/264] learning_rate: 0.000100 loss_class: 2.015696 loss_bbox: 0.153607 loss_giou: 0.202663 loss_mask: 0.505109 loss_dice: 0.405785 loss_class_aux: 12.899638 loss_bbox_aux: 1.027818 loss_giou_aux: 1.378075 loss_mask_aux: 3.077443 loss_dice_aux: 2.445685 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.235563 eta: 7:08:18 batch_cost: 0.5968 data_cost: 0.0020 ips: 13.4048 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:25] ppdet.engine.callbacks INFO: Epoch: [90] [190/264] learning_rate: 0.000100 loss_class: 2.181648 loss_bbox: 0.153755 loss_giou: 0.211138 loss_mask: 0.355611 loss_dice: 0.413194 loss_class_aux: 13.728282 loss_bbox_aux: 1.003937 loss_giou_aux: 1.381980 loss_mask_aux: 2.297511 loss_dice_aux: 2.472328 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.423451 eta: 7:08:07 batch_cost: 0.6774 data_cost: 0.0024 ips: 11.8091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:31] ppdet.engine.callbacks INFO: Epoch: [90] [200/264] learning_rate: 0.000100 loss_class: 2.041865 loss_bbox: 0.170249 loss_giou: 0.255134 loss_mask: 0.446331 loss_dice: 0.499377 loss_class_aux: 12.805011 loss_bbox_aux: 1.171657 loss_giou_aux: 1.607856 loss_mask_aux: 2.887410 loss_dice_aux: 2.984288 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.461857 loss: 25.793727 eta: 7:07:54 batch_cost: 0.6270 data_cost: 0.0024 ips: 12.7599 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:37] ppdet.engine.callbacks INFO: Epoch: [90] [210/264] learning_rate: 0.000100 loss_class: 1.877371 loss_bbox: 0.155455 loss_giou: 0.208743 loss_mask: 0.383216 loss_dice: 0.414454 loss_class_aux: 12.146490 loss_bbox_aux: 1.083004 loss_giou_aux: 1.328633 loss_mask_aux: 2.518101 loss_dice_aux: 2.672862 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.433599 eta: 7:07:42 batch_cost: 0.5724 data_cost: 0.0022 ips: 13.9768 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:43] ppdet.engine.callbacks INFO: Epoch: [90] [220/264] learning_rate: 0.000100 loss_class: 1.868008 loss_bbox: 0.153194 loss_giou: 0.225762 loss_mask: 0.423088 loss_dice: 0.432474 loss_class_aux: 12.472090 loss_bbox_aux: 1.016761 loss_giou_aux: 1.478189 loss_mask_aux: 2.635741 loss_dice_aux: 2.623319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.343129 loss: 25.865683 eta: 7:07:29 batch_cost: 0.5538 data_cost: 0.0021 ips: 14.4466 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:49] ppdet.engine.callbacks INFO: Epoch: [90] [230/264] learning_rate: 0.000100 loss_class: 2.116847 loss_bbox: 0.202182 loss_giou: 0.223683 loss_mask: 0.521883 loss_dice: 0.469346 loss_class_aux: 13.503454 loss_bbox_aux: 1.252594 loss_giou_aux: 1.460099 loss_mask_aux: 3.111034 loss_dice_aux: 2.784268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.210565 eta: 7:07:16 batch_cost: 0.5418 data_cost: 0.0016 ips: 14.7661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:36:55] ppdet.engine.callbacks INFO: Epoch: [90] [240/264] learning_rate: 0.000100 loss_class: 2.226441 loss_bbox: 0.160416 loss_giou: 0.215039 loss_mask: 0.420868 loss_dice: 0.452388 loss_class_aux: 14.626360 loss_bbox_aux: 1.143134 loss_giou_aux: 1.399185 loss_mask_aux: 2.765317 loss_dice_aux: 2.793180 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.004978 eta: 7:07:03 batch_cost: 0.5496 data_cost: 0.0015 ips: 14.5549 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:37:01] ppdet.engine.callbacks INFO: Epoch: [90] [250/264] learning_rate: 0.000100 loss_class: 2.189333 loss_bbox: 0.175830 loss_giou: 0.237962 loss_mask: 0.487421 loss_dice: 0.463411 loss_class_aux: 13.895924 loss_bbox_aux: 1.128127 loss_giou_aux: 1.502850 loss_mask_aux: 2.879521 loss_dice_aux: 2.755616 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.745399 eta: 7:06:50 batch_cost: 0.5837 data_cost: 0.0015 ips: 13.7058 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:37:07] ppdet.engine.callbacks INFO: Epoch: [90] [260/264] learning_rate: 0.000100 loss_class: 2.052393 loss_bbox: 0.147153 loss_giou: 0.222776 loss_mask: 0.362848 loss_dice: 0.429397 loss_class_aux: 12.971532 loss_bbox_aux: 0.991206 loss_giou_aux: 1.426412 loss_mask_aux: 2.216996 loss_dice_aux: 2.648535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.828812 loss: 25.599501 eta: 7:06:37 batch_cost: 0.5763 data_cost: 0.0014 ips: 13.8822 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:37:49] ppdet.engine.callbacks INFO: Epoch: [91] [  0/264] learning_rate: 0.000100 loss_class: 2.099154 loss_bbox: 0.149509 loss_giou: 0.228283 loss_mask: 0.378059 loss_dice: 0.442401 loss_class_aux: 13.092885 loss_bbox_aux: 0.991206 loss_giou_aux: 1.479489 loss_mask_aux: 2.198101 loss_dice_aux: 2.701887 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.604026 eta: 7:06:46 batch_cost: 1.7076 data_cost: 1.0750 ips: 4.6849 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:00] ppdet.engine.callbacks INFO: Epoch: [91] [ 10/264] learning_rate: 0.000100 loss_class: 2.128863 loss_bbox: 0.155405 loss_giou: 0.237186 loss_mask: 0.436056 loss_dice: 0.445399 loss_class_aux: 13.583752 loss_bbox_aux: 1.065359 loss_giou_aux: 1.460194 loss_mask_aux: 2.438856 loss_dice_aux: 2.693605 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.747781 eta: 7:06:39 batch_cost: 1.0882 data_cost: 0.1089 ips: 7.3513 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:08] ppdet.engine.callbacks INFO: Epoch: [91] [ 20/264] learning_rate: 0.000100 loss_class: 2.077338 loss_bbox: 0.143809 loss_giou: 0.212183 loss_mask: 0.370306 loss_dice: 0.410293 loss_class_aux: 13.163021 loss_bbox_aux: 1.013750 loss_giou_aux: 1.389353 loss_mask_aux: 2.359954 loss_dice_aux: 2.521301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.881572 loss: 24.295051 eta: 7:06:28 batch_cost: 0.6876 data_cost: 0.0026 ips: 11.6342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:14] ppdet.engine.callbacks INFO: Epoch: [91] [ 30/264] learning_rate: 0.000100 loss_class: 2.159445 loss_bbox: 0.157240 loss_giou: 0.206414 loss_mask: 0.440070 loss_dice: 0.418256 loss_class_aux: 13.556785 loss_bbox_aux: 1.040909 loss_giou_aux: 1.319956 loss_mask_aux: 2.633963 loss_dice_aux: 2.573376 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.460149 loss: 25.001042 eta: 7:06:16 batch_cost: 0.6049 data_cost: 0.0024 ips: 13.2247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:20] ppdet.engine.callbacks INFO: Epoch: [91] [ 40/264] learning_rate: 0.000100 loss_class: 2.071319 loss_bbox: 0.160534 loss_giou: 0.220334 loss_mask: 0.475435 loss_dice: 0.415266 loss_class_aux: 13.628801 loss_bbox_aux: 1.069504 loss_giou_aux: 1.387474 loss_mask_aux: 2.825027 loss_dice_aux: 2.513996 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.873201 eta: 7:06:03 batch_cost: 0.5830 data_cost: 0.0025 ips: 13.7225 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:27] ppdet.engine.callbacks INFO: Epoch: [91] [ 50/264] learning_rate: 0.000100 loss_class: 2.028530 loss_bbox: 0.153172 loss_giou: 0.236835 loss_mask: 0.375610 loss_dice: 0.439291 loss_class_aux: 13.447112 loss_bbox_aux: 1.033571 loss_giou_aux: 1.505601 loss_mask_aux: 2.292642 loss_dice_aux: 2.712187 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.150713 eta: 7:05:51 batch_cost: 0.6083 data_cost: 0.0023 ips: 13.1524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:33] ppdet.engine.callbacks INFO: Epoch: [91] [ 60/264] learning_rate: 0.000100 loss_class: 2.199684 loss_bbox: 0.194185 loss_giou: 0.233836 loss_mask: 0.477392 loss_dice: 0.470401 loss_class_aux: 14.162754 loss_bbox_aux: 1.208466 loss_giou_aux: 1.470612 loss_mask_aux: 2.857733 loss_dice_aux: 2.874695 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.011136 eta: 7:05:39 batch_cost: 0.6233 data_cost: 0.0023 ips: 12.8345 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:39] ppdet.engine.callbacks INFO: Epoch: [91] [ 70/264] learning_rate: 0.000100 loss_class: 2.154519 loss_bbox: 0.216729 loss_giou: 0.235386 loss_mask: 0.504772 loss_dice: 0.437320 loss_class_aux: 14.140246 loss_bbox_aux: 1.326050 loss_giou_aux: 1.501526 loss_mask_aux: 2.937612 loss_dice_aux: 2.644155 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.259591 eta: 7:05:27 batch_cost: 0.6001 data_cost: 0.0022 ips: 13.3320 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:45] ppdet.engine.callbacks INFO: Epoch: [91] [ 80/264] learning_rate: 0.000100 loss_class: 1.973369 loss_bbox: 0.153258 loss_giou: 0.192462 loss_mask: 0.389682 loss_dice: 0.418801 loss_class_aux: 12.739957 loss_bbox_aux: 0.964654 loss_giou_aux: 1.240446 loss_mask_aux: 2.226257 loss_dice_aux: 2.512878 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.649197 loss: 24.473682 eta: 7:05:14 batch_cost: 0.5786 data_cost: 0.0019 ips: 13.8264 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:52] ppdet.engine.callbacks INFO: Epoch: [91] [ 90/264] learning_rate: 0.000100 loss_class: 2.127411 loss_bbox: 0.196666 loss_giou: 0.208564 loss_mask: 0.564667 loss_dice: 0.506360 loss_class_aux: 13.896935 loss_bbox_aux: 1.263108 loss_giou_aux: 1.350433 loss_mask_aux: 3.351288 loss_dice_aux: 2.982386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.138462 eta: 7:05:02 batch_cost: 0.6505 data_cost: 0.0025 ips: 12.2989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:38:59] ppdet.engine.callbacks INFO: Epoch: [91] [100/264] learning_rate: 0.000100 loss_class: 2.112839 loss_bbox: 0.160423 loss_giou: 0.220630 loss_mask: 0.437348 loss_dice: 0.418405 loss_class_aux: 13.090303 loss_bbox_aux: 1.068583 loss_giou_aux: 1.395198 loss_mask_aux: 2.589294 loss_dice_aux: 2.565397 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.697461 eta: 7:04:50 batch_cost: 0.6082 data_cost: 0.0026 ips: 13.1527 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:05] ppdet.engine.callbacks INFO: Epoch: [91] [110/264] learning_rate: 0.000100 loss_class: 2.204222 loss_bbox: 0.132169 loss_giou: 0.241735 loss_mask: 0.376596 loss_dice: 0.456374 loss_class_aux: 13.851733 loss_bbox_aux: 0.874103 loss_giou_aux: 1.547835 loss_mask_aux: 2.269442 loss_dice_aux: 2.708339 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.277160 eta: 7:04:37 batch_cost: 0.5806 data_cost: 0.0022 ips: 13.7787 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:11] ppdet.engine.callbacks INFO: Epoch: [91] [120/264] learning_rate: 0.000100 loss_class: 1.955753 loss_bbox: 0.134224 loss_giou: 0.193502 loss_mask: 0.380100 loss_dice: 0.397237 loss_class_aux: 13.133878 loss_bbox_aux: 0.913296 loss_giou_aux: 1.273651 loss_mask_aux: 2.393705 loss_dice_aux: 2.410539 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.268179 eta: 7:04:25 batch_cost: 0.6214 data_cost: 0.0025 ips: 12.8735 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:17] ppdet.engine.callbacks INFO: Epoch: [91] [130/264] learning_rate: 0.000100 loss_class: 2.137897 loss_bbox: 0.149412 loss_giou: 0.218401 loss_mask: 0.382108 loss_dice: 0.435347 loss_class_aux: 13.666502 loss_bbox_aux: 0.945988 loss_giou_aux: 1.436936 loss_mask_aux: 2.381575 loss_dice_aux: 2.692398 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554395 loss: 25.758319 eta: 7:04:13 batch_cost: 0.5531 data_cost: 0.0023 ips: 14.4641 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:23] ppdet.engine.callbacks INFO: Epoch: [91] [140/264] learning_rate: 0.000100 loss_class: 2.134530 loss_bbox: 0.179289 loss_giou: 0.220007 loss_mask: 0.438860 loss_dice: 0.426626 loss_class_aux: 13.377410 loss_bbox_aux: 1.162317 loss_giou_aux: 1.412838 loss_mask_aux: 2.752505 loss_dice_aux: 2.549752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.427298 loss: 25.320198 eta: 7:04:00 batch_cost: 0.5965 data_cost: 0.0022 ips: 13.4111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:30] ppdet.engine.callbacks INFO: Epoch: [91] [150/264] learning_rate: 0.000100 loss_class: 2.066240 loss_bbox: 0.130638 loss_giou: 0.204394 loss_mask: 0.305491 loss_dice: 0.404846 loss_class_aux: 13.079169 loss_bbox_aux: 0.877239 loss_giou_aux: 1.298556 loss_mask_aux: 1.835684 loss_dice_aux: 2.382620 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.037097 eta: 7:03:48 batch_cost: 0.6085 data_cost: 0.0024 ips: 13.1476 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:35] ppdet.engine.callbacks INFO: Epoch: [91] [160/264] learning_rate: 0.000100 loss_class: 1.799888 loss_bbox: 0.169785 loss_giou: 0.196971 loss_mask: 0.395170 loss_dice: 0.393362 loss_class_aux: 12.232062 loss_bbox_aux: 1.060413 loss_giou_aux: 1.253785 loss_mask_aux: 2.378781 loss_dice_aux: 2.431595 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.838558 loss: 22.702950 eta: 7:03:35 batch_cost: 0.5468 data_cost: 0.0022 ips: 14.6316 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:42] ppdet.engine.callbacks INFO: Epoch: [91] [170/264] learning_rate: 0.000100 loss_class: 2.219930 loss_bbox: 0.184749 loss_giou: 0.186005 loss_mask: 0.554278 loss_dice: 0.428192 loss_class_aux: 14.527062 loss_bbox_aux: 1.262197 loss_giou_aux: 1.280024 loss_mask_aux: 3.460378 loss_dice_aux: 2.783777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.890172 eta: 7:03:23 batch_cost: 0.5995 data_cost: 0.0023 ips: 13.3453 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:48] ppdet.engine.callbacks INFO: Epoch: [91] [180/264] learning_rate: 0.000100 loss_class: 2.258380 loss_bbox: 0.181590 loss_giou: 0.238754 loss_mask: 0.433306 loss_dice: 0.451756 loss_class_aux: 14.342814 loss_bbox_aux: 1.167498 loss_giou_aux: 1.524216 loss_mask_aux: 2.502310 loss_dice_aux: 2.788511 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.361449 loss: 27.267717 eta: 7:03:10 batch_cost: 0.5571 data_cost: 0.0020 ips: 14.3595 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:39:55] ppdet.engine.callbacks INFO: Epoch: [91] [190/264] learning_rate: 0.000100 loss_class: 2.052840 loss_bbox: 0.159951 loss_giou: 0.184451 loss_mask: 0.368791 loss_dice: 0.395487 loss_class_aux: 13.066949 loss_bbox_aux: 1.126663 loss_giou_aux: 1.263390 loss_mask_aux: 2.361926 loss_dice_aux: 2.518574 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.599452 eta: 7:02:59 batch_cost: 0.6839 data_cost: 0.0021 ips: 11.6975 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:01] ppdet.engine.callbacks INFO: Epoch: [91] [200/264] learning_rate: 0.000100 loss_class: 2.166975 loss_bbox: 0.183425 loss_giou: 0.232566 loss_mask: 0.515200 loss_dice: 0.466399 loss_class_aux: 14.160565 loss_bbox_aux: 1.197135 loss_giou_aux: 1.485368 loss_mask_aux: 3.256958 loss_dice_aux: 2.785774 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.972386 loss: 27.667912 eta: 7:02:46 batch_cost: 0.6064 data_cost: 0.0018 ips: 13.1935 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:07] ppdet.engine.callbacks INFO: Epoch: [91] [210/264] learning_rate: 0.000100 loss_class: 2.413855 loss_bbox: 0.196145 loss_giou: 0.255485 loss_mask: 0.579558 loss_dice: 0.515449 loss_class_aux: 15.646423 loss_bbox_aux: 1.312734 loss_giou_aux: 1.657075 loss_mask_aux: 3.547382 loss_dice_aux: 3.134228 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.611790 loss: 30.136029 eta: 7:02:34 batch_cost: 0.5421 data_cost: 0.0020 ips: 14.7563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:13] ppdet.engine.callbacks INFO: Epoch: [91] [220/264] learning_rate: 0.000100 loss_class: 2.027911 loss_bbox: 0.145477 loss_giou: 0.188575 loss_mask: 0.409203 loss_dice: 0.409133 loss_class_aux: 12.883829 loss_bbox_aux: 1.000954 loss_giou_aux: 1.257193 loss_mask_aux: 2.436026 loss_dice_aux: 2.523029 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.609060 loss: 23.866669 eta: 7:02:21 batch_cost: 0.5606 data_cost: 0.0021 ips: 14.2698 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:13] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:40:13] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:40:18] ppdet.engine.callbacks INFO: Epoch: [91] [230/264] learning_rate: 0.000100 loss_class: 2.286545 loss_bbox: 0.169160 loss_giou: 0.217577 loss_mask: 0.547368 loss_dice: 0.467573 loss_class_aux: 14.213428 loss_bbox_aux: 1.140242 loss_giou_aux: 1.386239 loss_mask_aux: 3.208584 loss_dice_aux: 2.878674 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.653101 eta: 7:02:08 batch_cost: 0.5545 data_cost: 0.0018 ips: 14.4272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:25] ppdet.engine.callbacks INFO: Epoch: [91] [240/264] learning_rate: 0.000100 loss_class: 1.970012 loss_bbox: 0.171354 loss_giou: 0.229709 loss_mask: 0.448748 loss_dice: 0.455450 loss_class_aux: 12.814417 loss_bbox_aux: 1.232637 loss_giou_aux: 1.467318 loss_mask_aux: 2.877522 loss_dice_aux: 2.839738 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.939433 eta: 7:01:56 batch_cost: 0.5938 data_cost: 0.0017 ips: 13.4722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:31] ppdet.engine.callbacks INFO: Epoch: [91] [250/264] learning_rate: 0.000100 loss_class: 2.183503 loss_bbox: 0.159712 loss_giou: 0.224708 loss_mask: 0.379607 loss_dice: 0.432217 loss_class_aux: 14.308506 loss_bbox_aux: 1.067087 loss_giou_aux: 1.438758 loss_mask_aux: 2.509700 loss_dice_aux: 2.704722 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.639100 eta: 7:01:43 batch_cost: 0.5759 data_cost: 0.0015 ips: 13.8908 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:40:36] ppdet.engine.callbacks INFO: Epoch: [91] [260/264] learning_rate: 0.000100 loss_class: 2.141789 loss_bbox: 0.156061 loss_giou: 0.221278 loss_mask: 0.380328 loss_dice: 0.414018 loss_class_aux: 13.280251 loss_bbox_aux: 1.060280 loss_giou_aux: 1.411096 loss_mask_aux: 2.449677 loss_dice_aux: 2.562918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.077934 eta: 7:01:30 batch_cost: 0.5290 data_cost: 0.0015 ips: 15.1240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:41:20] ppdet.engine.callbacks INFO: Epoch: [92] [  0/264] learning_rate: 0.000100 loss_class: 1.966336 loss_bbox: 0.156061 loss_giou: 0.217590 loss_mask: 0.383267 loss_dice: 0.400914 loss_class_aux: 12.657971 loss_bbox_aux: 1.060280 loss_giou_aux: 1.376692 loss_mask_aux: 2.449677 loss_dice_aux: 2.497110 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.471647 loss: 23.966279 eta: 7:01:40 batch_cost: 1.8055 data_cost: 1.1971 ips: 4.4309 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:41:29] ppdet.engine.callbacks INFO: Epoch: [92] [ 10/264] learning_rate: 0.000100 loss_class: 2.045740 loss_bbox: 0.173654 loss_giou: 0.215874 loss_mask: 0.472875 loss_dice: 0.399498 loss_class_aux: 13.157436 loss_bbox_aux: 1.150252 loss_giou_aux: 1.380070 loss_mask_aux: 3.000684 loss_dice_aux: 2.480374 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.450459 loss: 24.707770 eta: 7:01:31 batch_cost: 0.8885 data_cost: 0.0044 ips: 9.0036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:41:36] ppdet.engine.callbacks INFO: Epoch: [92] [ 20/264] learning_rate: 0.000100 loss_class: 1.862515 loss_bbox: 0.149463 loss_giou: 0.200309 loss_mask: 0.453438 loss_dice: 0.391050 loss_class_aux: 12.057730 loss_bbox_aux: 0.982671 loss_giou_aux: 1.260691 loss_mask_aux: 2.694701 loss_dice_aux: 2.326062 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.304482 eta: 7:01:20 batch_cost: 0.6821 data_cost: 0.0031 ips: 11.7291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:41:44] ppdet.engine.callbacks INFO: Epoch: [92] [ 30/264] learning_rate: 0.000100 loss_class: 2.037542 loss_bbox: 0.164977 loss_giou: 0.222869 loss_mask: 0.418382 loss_dice: 0.448984 loss_class_aux: 13.330387 loss_bbox_aux: 1.110449 loss_giou_aux: 1.436193 loss_mask_aux: 2.487494 loss_dice_aux: 2.790565 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.559409 loss: 27.905263 eta: 7:01:09 batch_cost: 0.6914 data_cost: 0.0024 ips: 11.5712 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:41:50] ppdet.engine.callbacks INFO: Epoch: [92] [ 40/264] learning_rate: 0.000100 loss_class: 2.160715 loss_bbox: 0.167196 loss_giou: 0.193444 loss_mask: 0.478105 loss_dice: 0.422235 loss_class_aux: 14.077710 loss_bbox_aux: 1.142346 loss_giou_aux: 1.295092 loss_mask_aux: 3.074327 loss_dice_aux: 2.569230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.786064 eta: 7:00:57 batch_cost: 0.6164 data_cost: 0.0026 ips: 12.9783 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:41:57] ppdet.engine.callbacks INFO: Epoch: [92] [ 50/264] learning_rate: 0.000100 loss_class: 1.830268 loss_bbox: 0.143936 loss_giou: 0.174682 loss_mask: 0.385155 loss_dice: 0.375932 loss_class_aux: 12.114947 loss_bbox_aux: 0.993966 loss_giou_aux: 1.153426 loss_mask_aux: 2.392378 loss_dice_aux: 2.315822 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.332808 eta: 7:00:44 batch_cost: 0.6077 data_cost: 0.0021 ips: 13.1636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:03] ppdet.engine.callbacks INFO: Epoch: [92] [ 60/264] learning_rate: 0.000100 loss_class: 2.208626 loss_bbox: 0.188030 loss_giou: 0.224242 loss_mask: 0.514542 loss_dice: 0.488987 loss_class_aux: 13.733481 loss_bbox_aux: 1.287324 loss_giou_aux: 1.466424 loss_mask_aux: 3.107492 loss_dice_aux: 2.912163 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.768054 eta: 7:00:32 batch_cost: 0.5984 data_cost: 0.0020 ips: 13.3700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:09] ppdet.engine.callbacks INFO: Epoch: [92] [ 70/264] learning_rate: 0.000100 loss_class: 2.022831 loss_bbox: 0.171346 loss_giou: 0.218026 loss_mask: 0.502429 loss_dice: 0.425139 loss_class_aux: 13.190517 loss_bbox_aux: 1.092309 loss_giou_aux: 1.400209 loss_mask_aux: 2.977854 loss_dice_aux: 2.579175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.557263 eta: 7:00:20 batch_cost: 0.6011 data_cost: 0.0021 ips: 13.3089 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:16] ppdet.engine.callbacks INFO: Epoch: [92] [ 80/264] learning_rate: 0.000100 loss_class: 2.127088 loss_bbox: 0.155002 loss_giou: 0.205281 loss_mask: 0.422530 loss_dice: 0.414310 loss_class_aux: 13.592419 loss_bbox_aux: 1.080384 loss_giou_aux: 1.332772 loss_mask_aux: 2.653394 loss_dice_aux: 2.512067 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.501095 loss: 26.909045 eta: 7:00:08 batch_cost: 0.6304 data_cost: 0.0020 ips: 12.6912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:22] ppdet.engine.callbacks INFO: Epoch: [92] [ 90/264] learning_rate: 0.000100 loss_class: 2.119747 loss_bbox: 0.180323 loss_giou: 0.262625 loss_mask: 0.500324 loss_dice: 0.472913 loss_class_aux: 13.736739 loss_bbox_aux: 1.242300 loss_giou_aux: 1.679704 loss_mask_aux: 2.927474 loss_dice_aux: 2.938771 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.320186 eta: 6:59:56 batch_cost: 0.6297 data_cost: 0.0021 ips: 12.7050 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:29] ppdet.engine.callbacks INFO: Epoch: [92] [100/264] learning_rate: 0.000100 loss_class: 1.970722 loss_bbox: 0.149500 loss_giou: 0.211206 loss_mask: 0.372190 loss_dice: 0.414759 loss_class_aux: 12.432339 loss_bbox_aux: 0.988243 loss_giou_aux: 1.365937 loss_mask_aux: 2.372450 loss_dice_aux: 2.521209 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.323781 loss: 22.730377 eta: 6:59:44 batch_cost: 0.6113 data_cost: 0.0021 ips: 13.0860 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:35] ppdet.engine.callbacks INFO: Epoch: [92] [110/264] learning_rate: 0.000100 loss_class: 2.107890 loss_bbox: 0.161546 loss_giou: 0.197232 loss_mask: 0.469056 loss_dice: 0.415771 loss_class_aux: 13.319880 loss_bbox_aux: 1.104027 loss_giou_aux: 1.294254 loss_mask_aux: 3.122486 loss_dice_aux: 2.580382 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.690410 eta: 6:59:32 batch_cost: 0.6204 data_cost: 0.0020 ips: 12.8953 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:42] ppdet.engine.callbacks INFO: Epoch: [92] [120/264] learning_rate: 0.000100 loss_class: 1.946637 loss_bbox: 0.164434 loss_giou: 0.215109 loss_mask: 0.443279 loss_dice: 0.426879 loss_class_aux: 12.371912 loss_bbox_aux: 1.084368 loss_giou_aux: 1.421154 loss_mask_aux: 2.770741 loss_dice_aux: 2.709043 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.593317 eta: 6:59:20 batch_cost: 0.6374 data_cost: 0.0024 ips: 12.5505 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:48] ppdet.engine.callbacks INFO: Epoch: [92] [130/264] learning_rate: 0.000100 loss_class: 2.333406 loss_bbox: 0.170419 loss_giou: 0.226307 loss_mask: 0.436891 loss_dice: 0.434582 loss_class_aux: 14.681300 loss_bbox_aux: 1.070302 loss_giou_aux: 1.445328 loss_mask_aux: 2.631018 loss_dice_aux: 2.644231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.642528 eta: 6:59:08 batch_cost: 0.6012 data_cost: 0.0023 ips: 13.3059 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:42:55] ppdet.engine.callbacks INFO: Epoch: [92] [140/264] learning_rate: 0.000100 loss_class: 2.112992 loss_bbox: 0.166954 loss_giou: 0.213692 loss_mask: 0.484768 loss_dice: 0.454388 loss_class_aux: 13.853831 loss_bbox_aux: 1.107154 loss_giou_aux: 1.388701 loss_mask_aux: 2.925600 loss_dice_aux: 2.736174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.847884 eta: 6:58:56 batch_cost: 0.6063 data_cost: 0.0023 ips: 13.1954 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:01] ppdet.engine.callbacks INFO: Epoch: [92] [150/264] learning_rate: 0.000100 loss_class: 2.066665 loss_bbox: 0.184315 loss_giou: 0.215464 loss_mask: 0.421599 loss_dice: 0.435513 loss_class_aux: 13.629891 loss_bbox_aux: 1.203407 loss_giou_aux: 1.393835 loss_mask_aux: 2.627517 loss_dice_aux: 2.593760 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.884038 eta: 6:58:44 batch_cost: 0.5968 data_cost: 0.0020 ips: 13.4051 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:07] ppdet.engine.callbacks INFO: Epoch: [92] [160/264] learning_rate: 0.000100 loss_class: 2.138640 loss_bbox: 0.155384 loss_giou: 0.232495 loss_mask: 0.410243 loss_dice: 0.456944 loss_class_aux: 14.044445 loss_bbox_aux: 1.038773 loss_giou_aux: 1.582594 loss_mask_aux: 2.505695 loss_dice_aux: 2.716914 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.514049 loss: 25.430743 eta: 6:58:32 batch_cost: 0.6138 data_cost: 0.0020 ips: 13.0329 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:14] ppdet.engine.callbacks INFO: Epoch: [92] [170/264] learning_rate: 0.000100 loss_class: 2.194832 loss_bbox: 0.146197 loss_giou: 0.220353 loss_mask: 0.406783 loss_dice: 0.393899 loss_class_aux: 13.125226 loss_bbox_aux: 1.065189 loss_giou_aux: 1.411661 loss_mask_aux: 2.415851 loss_dice_aux: 2.405095 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.351226 eta: 6:58:20 batch_cost: 0.5951 data_cost: 0.0021 ips: 13.4438 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:20] ppdet.engine.callbacks INFO: Epoch: [92] [180/264] learning_rate: 0.000100 loss_class: 2.099587 loss_bbox: 0.162041 loss_giou: 0.211378 loss_mask: 0.422987 loss_dice: 0.403298 loss_class_aux: 13.111129 loss_bbox_aux: 1.119321 loss_giou_aux: 1.368016 loss_mask_aux: 2.629086 loss_dice_aux: 2.509085 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.257015 eta: 6:58:07 batch_cost: 0.5990 data_cost: 0.0022 ips: 13.3545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:23] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:43:23] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:43:26] ppdet.engine.callbacks INFO: Epoch: [92] [190/264] learning_rate: 0.000100 loss_class: 2.124779 loss_bbox: 0.189949 loss_giou: 0.240094 loss_mask: 0.465361 loss_dice: 0.466998 loss_class_aux: 13.726479 loss_bbox_aux: 1.254111 loss_giou_aux: 1.516692 loss_mask_aux: 2.825635 loss_dice_aux: 2.850458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.891804 eta: 6:57:55 batch_cost: 0.5646 data_cost: 0.0020 ips: 14.1696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:32] ppdet.engine.callbacks INFO: Epoch: [92] [200/264] learning_rate: 0.000100 loss_class: 2.214883 loss_bbox: 0.161536 loss_giou: 0.246126 loss_mask: 0.435539 loss_dice: 0.468085 loss_class_aux: 14.018007 loss_bbox_aux: 1.064663 loss_giou_aux: 1.631926 loss_mask_aux: 2.635976 loss_dice_aux: 2.872237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.845099 eta: 6:57:43 batch_cost: 0.6323 data_cost: 0.0020 ips: 12.6521 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:39] ppdet.engine.callbacks INFO: Epoch: [92] [210/264] learning_rate: 0.000100 loss_class: 2.015083 loss_bbox: 0.172423 loss_giou: 0.238547 loss_mask: 0.513468 loss_dice: 0.437656 loss_class_aux: 12.729171 loss_bbox_aux: 1.098441 loss_giou_aux: 1.527889 loss_mask_aux: 3.016899 loss_dice_aux: 2.632241 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.211285 loss: 25.744142 eta: 6:57:31 batch_cost: 0.5936 data_cost: 0.0020 ips: 13.4773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:45] ppdet.engine.callbacks INFO: Epoch: [92] [220/264] learning_rate: 0.000100 loss_class: 2.029981 loss_bbox: 0.142432 loss_giou: 0.194380 loss_mask: 0.398990 loss_dice: 0.438770 loss_class_aux: 13.231413 loss_bbox_aux: 0.947431 loss_giou_aux: 1.296322 loss_mask_aux: 2.314237 loss_dice_aux: 2.686183 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.921869 eta: 6:57:19 batch_cost: 0.6368 data_cost: 0.0028 ips: 12.5634 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:51] ppdet.engine.callbacks INFO: Epoch: [92] [230/264] learning_rate: 0.000100 loss_class: 2.216996 loss_bbox: 0.165954 loss_giou: 0.226190 loss_mask: 0.405376 loss_dice: 0.425586 loss_class_aux: 13.790439 loss_bbox_aux: 1.125863 loss_giou_aux: 1.477784 loss_mask_aux: 2.674161 loss_dice_aux: 2.625575 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.021338 eta: 6:57:07 batch_cost: 0.5825 data_cost: 0.0018 ips: 13.7329 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:43:57] ppdet.engine.callbacks INFO: Epoch: [92] [240/264] learning_rate: 0.000100 loss_class: 2.243642 loss_bbox: 0.187325 loss_giou: 0.216959 loss_mask: 0.433057 loss_dice: 0.399502 loss_class_aux: 13.869245 loss_bbox_aux: 1.250525 loss_giou_aux: 1.395972 loss_mask_aux: 2.637892 loss_dice_aux: 2.445271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.476350 loss: 26.390251 eta: 6:56:54 batch_cost: 0.5792 data_cost: 0.0015 ips: 13.8124 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:44:03] ppdet.engine.callbacks INFO: Epoch: [92] [250/264] learning_rate: 0.000100 loss_class: 2.186826 loss_bbox: 0.172942 loss_giou: 0.218670 loss_mask: 0.516263 loss_dice: 0.452777 loss_class_aux: 15.179039 loss_bbox_aux: 1.198647 loss_giou_aux: 1.404393 loss_mask_aux: 3.173932 loss_dice_aux: 2.696847 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.425481 eta: 6:56:42 batch_cost: 0.5625 data_cost: 0.0016 ips: 14.2213 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:44:09] ppdet.engine.callbacks INFO: Epoch: [92] [260/264] learning_rate: 0.000100 loss_class: 2.037918 loss_bbox: 0.152684 loss_giou: 0.236882 loss_mask: 0.383132 loss_dice: 0.436757 loss_class_aux: 12.997329 loss_bbox_aux: 1.006188 loss_giou_aux: 1.532135 loss_mask_aux: 2.333145 loss_dice_aux: 2.640089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.984265 eta: 6:56:29 batch_cost: 0.5506 data_cost: 0.0015 ips: 14.5293 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:44:50] ppdet.engine.callbacks INFO: Epoch: [93] [  0/264] learning_rate: 0.000100 loss_class: 2.037918 loss_bbox: 0.159491 loss_giou: 0.238569 loss_mask: 0.378209 loss_dice: 0.456197 loss_class_aux: 13.164482 loss_bbox_aux: 1.055654 loss_giou_aux: 1.526503 loss_mask_aux: 2.376965 loss_dice_aux: 2.788947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.615029 loss: 26.495991 eta: 6:56:36 batch_cost: 1.6086 data_cost: 0.9822 ips: 4.9732 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:02] ppdet.engine.callbacks INFO: Epoch: [93] [ 10/264] learning_rate: 0.000100 loss_class: 1.968887 loss_bbox: 0.145868 loss_giou: 0.210360 loss_mask: 0.410725 loss_dice: 0.385692 loss_class_aux: 12.812832 loss_bbox_aux: 1.002330 loss_giou_aux: 1.344420 loss_mask_aux: 2.498949 loss_dice_aux: 2.406615 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.565803 loss: 25.079661 eta: 6:56:30 batch_cost: 1.1541 data_cost: 0.1905 ips: 6.9320 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:09] ppdet.engine.callbacks INFO: Epoch: [93] [ 20/264] learning_rate: 0.000100 loss_class: 1.975026 loss_bbox: 0.165406 loss_giou: 0.211719 loss_mask: 0.405368 loss_dice: 0.391019 loss_class_aux: 12.650437 loss_bbox_aux: 1.054263 loss_giou_aux: 1.362347 loss_mask_aux: 2.490814 loss_dice_aux: 2.343011 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.428206 loss: 23.201960 eta: 6:56:18 batch_cost: 0.6104 data_cost: 0.0027 ips: 13.1063 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:17] ppdet.engine.callbacks INFO: Epoch: [93] [ 30/264] learning_rate: 0.000100 loss_class: 2.017916 loss_bbox: 0.158374 loss_giou: 0.201385 loss_mask: 0.439492 loss_dice: 0.387031 loss_class_aux: 13.121505 loss_bbox_aux: 1.084612 loss_giou_aux: 1.343115 loss_mask_aux: 2.807806 loss_dice_aux: 2.393953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.698323 eta: 6:56:08 batch_cost: 0.7456 data_cost: 0.0041 ips: 10.7300 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:23] ppdet.engine.callbacks INFO: Epoch: [93] [ 40/264] learning_rate: 0.000100 loss_class: 2.200215 loss_bbox: 0.154549 loss_giou: 0.223810 loss_mask: 0.385360 loss_dice: 0.430760 loss_class_aux: 13.974036 loss_bbox_aux: 1.003281 loss_giou_aux: 1.427911 loss_mask_aux: 2.444745 loss_dice_aux: 2.650930 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.200346 eta: 6:55:56 batch_cost: 0.6324 data_cost: 0.0023 ips: 12.6505 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:30] ppdet.engine.callbacks INFO: Epoch: [93] [ 50/264] learning_rate: 0.000100 loss_class: 2.110504 loss_bbox: 0.172323 loss_giou: 0.204034 loss_mask: 0.504926 loss_dice: 0.440479 loss_class_aux: 13.451482 loss_bbox_aux: 1.166771 loss_giou_aux: 1.286192 loss_mask_aux: 3.006347 loss_dice_aux: 2.656770 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.392950 eta: 6:55:44 batch_cost: 0.6060 data_cost: 0.0024 ips: 13.2004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:36] ppdet.engine.callbacks INFO: Epoch: [93] [ 60/264] learning_rate: 0.000100 loss_class: 2.072354 loss_bbox: 0.166415 loss_giou: 0.215777 loss_mask: 0.517134 loss_dice: 0.410223 loss_class_aux: 13.370599 loss_bbox_aux: 1.137575 loss_giou_aux: 1.364278 loss_mask_aux: 3.323989 loss_dice_aux: 2.482817 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.096145 eta: 6:55:32 batch_cost: 0.5939 data_cost: 0.0021 ips: 13.4694 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:42] ppdet.engine.callbacks INFO: Epoch: [93] [ 70/264] learning_rate: 0.000100 loss_class: 2.061524 loss_bbox: 0.189061 loss_giou: 0.211687 loss_mask: 0.443652 loss_dice: 0.403002 loss_class_aux: 13.568292 loss_bbox_aux: 1.162478 loss_giou_aux: 1.331053 loss_mask_aux: 2.753942 loss_dice_aux: 2.482866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.482646 loss: 24.763207 eta: 6:55:20 batch_cost: 0.5763 data_cost: 0.0022 ips: 13.8811 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:48] ppdet.engine.callbacks INFO: Epoch: [93] [ 80/264] learning_rate: 0.000100 loss_class: 2.075987 loss_bbox: 0.174488 loss_giou: 0.215457 loss_mask: 0.368621 loss_dice: 0.446564 loss_class_aux: 13.733181 loss_bbox_aux: 1.170480 loss_giou_aux: 1.469328 loss_mask_aux: 2.362205 loss_dice_aux: 2.738228 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.902459 eta: 6:55:08 batch_cost: 0.5932 data_cost: 0.0021 ips: 13.4868 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:45:55] ppdet.engine.callbacks INFO: Epoch: [93] [ 90/264] learning_rate: 0.000100 loss_class: 1.933907 loss_bbox: 0.149197 loss_giou: 0.206208 loss_mask: 0.375346 loss_dice: 0.388831 loss_class_aux: 12.543302 loss_bbox_aux: 0.952187 loss_giou_aux: 1.330273 loss_mask_aux: 2.309438 loss_dice_aux: 2.392510 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.280712 eta: 6:54:56 batch_cost: 0.6089 data_cost: 0.0021 ips: 13.1392 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:01] ppdet.engine.callbacks INFO: Epoch: [93] [100/264] learning_rate: 0.000100 loss_class: 2.149130 loss_bbox: 0.173739 loss_giou: 0.231820 loss_mask: 0.436670 loss_dice: 0.456089 loss_class_aux: 13.834186 loss_bbox_aux: 1.169280 loss_giou_aux: 1.515702 loss_mask_aux: 2.573799 loss_dice_aux: 2.786051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.226710 eta: 6:54:43 batch_cost: 0.5670 data_cost: 0.0020 ips: 14.1090 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:07] ppdet.engine.callbacks INFO: Epoch: [93] [110/264] learning_rate: 0.000100 loss_class: 1.872132 loss_bbox: 0.159522 loss_giou: 0.222391 loss_mask: 0.459045 loss_dice: 0.439845 loss_class_aux: 12.572611 loss_bbox_aux: 1.116104 loss_giou_aux: 1.437887 loss_mask_aux: 2.841956 loss_dice_aux: 2.746164 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.089906 eta: 6:54:32 batch_cost: 0.6474 data_cost: 0.0021 ips: 12.3566 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:14] ppdet.engine.callbacks INFO: Epoch: [93] [120/264] learning_rate: 0.000100 loss_class: 2.317978 loss_bbox: 0.187046 loss_giou: 0.225653 loss_mask: 0.507317 loss_dice: 0.457125 loss_class_aux: 14.548037 loss_bbox_aux: 1.299807 loss_giou_aux: 1.481954 loss_mask_aux: 3.235365 loss_dice_aux: 2.920755 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.085136 eta: 6:54:19 batch_cost: 0.5790 data_cost: 0.0024 ips: 13.8172 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:20] ppdet.engine.callbacks INFO: Epoch: [93] [130/264] learning_rate: 0.000100 loss_class: 2.067056 loss_bbox: 0.136204 loss_giou: 0.210277 loss_mask: 0.402386 loss_dice: 0.417723 loss_class_aux: 13.215981 loss_bbox_aux: 0.970605 loss_giou_aux: 1.388837 loss_mask_aux: 2.418078 loss_dice_aux: 2.587920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.955368 eta: 6:54:07 batch_cost: 0.6128 data_cost: 0.0023 ips: 13.0554 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:26] ppdet.engine.callbacks INFO: Epoch: [93] [140/264] learning_rate: 0.000100 loss_class: 2.232197 loss_bbox: 0.167841 loss_giou: 0.231752 loss_mask: 0.468999 loss_dice: 0.453730 loss_class_aux: 14.361988 loss_bbox_aux: 1.183219 loss_giou_aux: 1.452497 loss_mask_aux: 2.886787 loss_dice_aux: 2.742991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.471208 eta: 6:53:55 batch_cost: 0.5981 data_cost: 0.0021 ips: 13.3752 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:33] ppdet.engine.callbacks INFO: Epoch: [93] [150/264] learning_rate: 0.000100 loss_class: 2.328437 loss_bbox: 0.156796 loss_giou: 0.195031 loss_mask: 0.406143 loss_dice: 0.476804 loss_class_aux: 15.054559 loss_bbox_aux: 1.081683 loss_giou_aux: 1.310279 loss_mask_aux: 2.401904 loss_dice_aux: 2.893898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.720259 loss: 28.008676 eta: 6:53:44 batch_cost: 0.6722 data_cost: 0.0022 ips: 11.9003 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:39] ppdet.engine.callbacks INFO: Epoch: [93] [160/264] learning_rate: 0.000100 loss_class: 2.174818 loss_bbox: 0.156788 loss_giou: 0.236693 loss_mask: 0.409869 loss_dice: 0.465794 loss_class_aux: 13.926030 loss_bbox_aux: 1.038231 loss_giou_aux: 1.498144 loss_mask_aux: 2.434501 loss_dice_aux: 2.798235 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.718089 loss: 26.612806 eta: 6:53:32 batch_cost: 0.5735 data_cost: 0.0020 ips: 13.9501 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:46] ppdet.engine.callbacks INFO: Epoch: [93] [170/264] learning_rate: 0.000100 loss_class: 2.104035 loss_bbox: 0.151265 loss_giou: 0.226692 loss_mask: 0.412216 loss_dice: 0.464347 loss_class_aux: 13.573843 loss_bbox_aux: 1.030944 loss_giou_aux: 1.447510 loss_mask_aux: 2.627730 loss_dice_aux: 2.757265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.364000 eta: 6:53:20 batch_cost: 0.6149 data_cost: 0.0022 ips: 13.0100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:52] ppdet.engine.callbacks INFO: Epoch: [93] [180/264] learning_rate: 0.000100 loss_class: 2.325684 loss_bbox: 0.155194 loss_giou: 0.228347 loss_mask: 0.446042 loss_dice: 0.437885 loss_class_aux: 14.257357 loss_bbox_aux: 1.095302 loss_giou_aux: 1.431370 loss_mask_aux: 2.470954 loss_dice_aux: 2.666238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.816371 eta: 6:53:08 batch_cost: 0.6016 data_cost: 0.0021 ips: 13.2980 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:46:58] ppdet.engine.callbacks INFO: Epoch: [93] [190/264] learning_rate: 0.000100 loss_class: 2.219422 loss_bbox: 0.152197 loss_giou: 0.213096 loss_mask: 0.362102 loss_dice: 0.387385 loss_class_aux: 13.741344 loss_bbox_aux: 1.062968 loss_giou_aux: 1.376221 loss_mask_aux: 2.576412 loss_dice_aux: 2.350811 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.379923 eta: 6:52:56 batch_cost: 0.5941 data_cost: 0.0030 ips: 13.4660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:01] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:47:01] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:47:04] ppdet.engine.callbacks INFO: Epoch: [93] [200/264] learning_rate: 0.000100 loss_class: 2.231341 loss_bbox: 0.158458 loss_giou: 0.257162 loss_mask: 0.449211 loss_dice: 0.462420 loss_class_aux: 14.356494 loss_bbox_aux: 1.039138 loss_giou_aux: 1.656067 loss_mask_aux: 2.662225 loss_dice_aux: 2.838769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.629599 loss: 28.084240 eta: 6:52:43 batch_cost: 0.5864 data_cost: 0.0022 ips: 13.6427 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:10] ppdet.engine.callbacks INFO: Epoch: [93] [210/264] learning_rate: 0.000100 loss_class: 2.013919 loss_bbox: 0.161291 loss_giou: 0.240375 loss_mask: 0.463188 loss_dice: 0.447993 loss_class_aux: 12.990765 loss_bbox_aux: 1.092160 loss_giou_aux: 1.536097 loss_mask_aux: 2.948933 loss_dice_aux: 2.742922 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.340441 loss: 25.792525 eta: 6:52:31 batch_cost: 0.5423 data_cost: 0.0024 ips: 14.7531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:17] ppdet.engine.callbacks INFO: Epoch: [93] [220/264] learning_rate: 0.000100 loss_class: 2.113797 loss_bbox: 0.185753 loss_giou: 0.215681 loss_mask: 0.484457 loss_dice: 0.403604 loss_class_aux: 13.419731 loss_bbox_aux: 1.254120 loss_giou_aux: 1.412448 loss_mask_aux: 2.980585 loss_dice_aux: 2.444311 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.397905 loss: 24.361309 eta: 6:52:19 batch_cost: 0.6328 data_cost: 0.0020 ips: 12.6424 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:23] ppdet.engine.callbacks INFO: Epoch: [93] [230/264] learning_rate: 0.000100 loss_class: 1.930437 loss_bbox: 0.138118 loss_giou: 0.217058 loss_mask: 0.338020 loss_dice: 0.412201 loss_class_aux: 12.577738 loss_bbox_aux: 0.998462 loss_giou_aux: 1.422486 loss_mask_aux: 2.143847 loss_dice_aux: 2.482271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.861022 loss: 23.790053 eta: 6:52:07 batch_cost: 0.5858 data_cost: 0.0015 ips: 13.6563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:29] ppdet.engine.callbacks INFO: Epoch: [93] [240/264] learning_rate: 0.000100 loss_class: 2.341403 loss_bbox: 0.187424 loss_giou: 0.218345 loss_mask: 0.522762 loss_dice: 0.467270 loss_class_aux: 14.947054 loss_bbox_aux: 1.278276 loss_giou_aux: 1.413184 loss_mask_aux: 3.063449 loss_dice_aux: 2.808359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.600832 loss: 28.632668 eta: 6:51:54 batch_cost: 0.5481 data_cost: 0.0015 ips: 14.5965 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:35] ppdet.engine.callbacks INFO: Epoch: [93] [250/264] learning_rate: 0.000100 loss_class: 2.023412 loss_bbox: 0.186206 loss_giou: 0.221895 loss_mask: 0.515480 loss_dice: 0.437583 loss_class_aux: 13.142007 loss_bbox_aux: 1.269613 loss_giou_aux: 1.425213 loss_mask_aux: 3.058889 loss_dice_aux: 2.686470 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.390738 eta: 6:51:42 batch_cost: 0.5873 data_cost: 0.0015 ips: 13.6213 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:47:41] ppdet.engine.callbacks INFO: Epoch: [93] [260/264] learning_rate: 0.000100 loss_class: 1.968412 loss_bbox: 0.133093 loss_giou: 0.199522 loss_mask: 0.335325 loss_dice: 0.385273 loss_class_aux: 12.567193 loss_bbox_aux: 0.912441 loss_giou_aux: 1.297917 loss_mask_aux: 2.052547 loss_dice_aux: 2.349644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.821564 eta: 6:51:30 batch_cost: 0.5819 data_cost: 0.0015 ips: 13.7485 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:48:22] ppdet.engine.callbacks INFO: Epoch: [94] [  0/264] learning_rate: 0.000100 loss_class: 2.105519 loss_bbox: 0.159145 loss_giou: 0.214400 loss_mask: 0.460948 loss_dice: 0.439732 loss_class_aux: 13.382079 loss_bbox_aux: 1.125274 loss_giou_aux: 1.409018 loss_mask_aux: 2.778483 loss_dice_aux: 2.693650 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.900985 loss: 28.345156 eta: 6:51:36 batch_cost: 1.5597 data_cost: 0.9643 ips: 5.1291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:48:35] ppdet.engine.callbacks INFO: Epoch: [94] [ 10/264] learning_rate: 0.000100 loss_class: 1.954659 loss_bbox: 0.163856 loss_giou: 0.234251 loss_mask: 0.432638 loss_dice: 0.418540 loss_class_aux: 12.882825 loss_bbox_aux: 1.078807 loss_giou_aux: 1.492354 loss_mask_aux: 2.724894 loss_dice_aux: 2.596015 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.521775 loss: 25.577886 eta: 6:51:31 batch_cost: 1.1744 data_cost: 0.2311 ips: 6.8122 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:48:42] ppdet.engine.callbacks INFO: Epoch: [94] [ 20/264] learning_rate: 0.000100 loss_class: 2.172056 loss_bbox: 0.153008 loss_giou: 0.222578 loss_mask: 0.377767 loss_dice: 0.458773 loss_class_aux: 14.657150 loss_bbox_aux: 1.046269 loss_giou_aux: 1.400484 loss_mask_aux: 2.312877 loss_dice_aux: 2.765561 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.193376 eta: 6:51:20 batch_cost: 0.7124 data_cost: 0.0032 ips: 11.2291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:48:48] ppdet.engine.callbacks INFO: Epoch: [94] [ 30/264] learning_rate: 0.000100 loss_class: 1.857593 loss_bbox: 0.138443 loss_giou: 0.189235 loss_mask: 0.367473 loss_dice: 0.385645 loss_class_aux: 11.918369 loss_bbox_aux: 0.975204 loss_giou_aux: 1.239437 loss_mask_aux: 2.236016 loss_dice_aux: 2.238056 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.417751 loss: 23.623851 eta: 6:51:08 batch_cost: 0.5728 data_cost: 0.0025 ips: 13.9662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:48:54] ppdet.engine.callbacks INFO: Epoch: [94] [ 40/264] learning_rate: 0.000100 loss_class: 2.120212 loss_bbox: 0.174141 loss_giou: 0.219323 loss_mask: 0.464889 loss_dice: 0.406967 loss_class_aux: 13.689540 loss_bbox_aux: 1.104247 loss_giou_aux: 1.398165 loss_mask_aux: 2.824015 loss_dice_aux: 2.473000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.454496 eta: 6:50:55 batch_cost: 0.5917 data_cost: 0.0019 ips: 13.5215 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:48:54] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:48:54] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:49:01] ppdet.engine.callbacks INFO: Epoch: [94] [ 50/264] learning_rate: 0.000100 loss_class: 1.860160 loss_bbox: 0.132679 loss_giou: 0.217064 loss_mask: 0.377308 loss_dice: 0.405891 loss_class_aux: 12.044379 loss_bbox_aux: 0.891360 loss_giou_aux: 1.377346 loss_mask_aux: 2.265315 loss_dice_aux: 2.428486 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.436637 eta: 6:50:44 batch_cost: 0.6038 data_cost: 0.0021 ips: 13.2488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:07] ppdet.engine.callbacks INFO: Epoch: [94] [ 60/264] learning_rate: 0.000100 loss_class: 2.015490 loss_bbox: 0.164687 loss_giou: 0.203962 loss_mask: 0.458090 loss_dice: 0.416867 loss_class_aux: 12.845845 loss_bbox_aux: 1.058323 loss_giou_aux: 1.323758 loss_mask_aux: 2.835760 loss_dice_aux: 2.554341 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.086937 eta: 6:50:31 batch_cost: 0.5958 data_cost: 0.0020 ips: 13.4263 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:13] ppdet.engine.callbacks INFO: Epoch: [94] [ 70/264] learning_rate: 0.000100 loss_class: 2.020365 loss_bbox: 0.157530 loss_giou: 0.221473 loss_mask: 0.356605 loss_dice: 0.422598 loss_class_aux: 12.811686 loss_bbox_aux: 1.090730 loss_giou_aux: 1.464518 loss_mask_aux: 2.258645 loss_dice_aux: 2.568021 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.352286 loss: 25.291391 eta: 6:50:19 batch_cost: 0.5695 data_cost: 0.0020 ips: 14.0468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:19] ppdet.engine.callbacks INFO: Epoch: [94] [ 80/264] learning_rate: 0.000100 loss_class: 2.313692 loss_bbox: 0.182795 loss_giou: 0.231735 loss_mask: 0.456891 loss_dice: 0.441316 loss_class_aux: 14.486489 loss_bbox_aux: 1.154366 loss_giou_aux: 1.557198 loss_mask_aux: 2.693957 loss_dice_aux: 2.733047 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.219691 eta: 6:50:07 batch_cost: 0.5940 data_cost: 0.0023 ips: 13.4682 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:26] ppdet.engine.callbacks INFO: Epoch: [94] [ 90/264] learning_rate: 0.000100 loss_class: 1.976276 loss_bbox: 0.141825 loss_giou: 0.191642 loss_mask: 0.381858 loss_dice: 0.373600 loss_class_aux: 12.422289 loss_bbox_aux: 0.959563 loss_giou_aux: 1.226875 loss_mask_aux: 2.316575 loss_dice_aux: 2.303776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.412576 eta: 6:49:56 batch_cost: 0.6413 data_cost: 0.0023 ips: 12.4752 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:32] ppdet.engine.callbacks INFO: Epoch: [94] [100/264] learning_rate: 0.000100 loss_class: 2.101463 loss_bbox: 0.165740 loss_giou: 0.248795 loss_mask: 0.431577 loss_dice: 0.457795 loss_class_aux: 13.356541 loss_bbox_aux: 1.036466 loss_giou_aux: 1.557126 loss_mask_aux: 2.640964 loss_dice_aux: 2.794557 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.197593 eta: 6:49:43 batch_cost: 0.5614 data_cost: 0.0019 ips: 14.2509 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:38] ppdet.engine.callbacks INFO: Epoch: [94] [110/264] learning_rate: 0.000100 loss_class: 2.132011 loss_bbox: 0.184176 loss_giou: 0.235392 loss_mask: 0.453236 loss_dice: 0.446364 loss_class_aux: 13.756730 loss_bbox_aux: 1.191278 loss_giou_aux: 1.531801 loss_mask_aux: 2.797603 loss_dice_aux: 2.768219 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.916935 loss: 26.028630 eta: 6:49:31 batch_cost: 0.5642 data_cost: 0.0020 ips: 14.1800 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:44] ppdet.engine.callbacks INFO: Epoch: [94] [120/264] learning_rate: 0.000100 loss_class: 2.240997 loss_bbox: 0.157810 loss_giou: 0.222266 loss_mask: 0.473411 loss_dice: 0.429445 loss_class_aux: 14.222999 loss_bbox_aux: 1.066094 loss_giou_aux: 1.432898 loss_mask_aux: 2.997332 loss_dice_aux: 2.603516 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.347040 loss: 27.745914 eta: 6:49:19 batch_cost: 0.6250 data_cost: 0.0025 ips: 12.8003 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:51] ppdet.engine.callbacks INFO: Epoch: [94] [130/264] learning_rate: 0.000100 loss_class: 2.123491 loss_bbox: 0.166879 loss_giou: 0.212909 loss_mask: 0.465464 loss_dice: 0.425501 loss_class_aux: 13.765569 loss_bbox_aux: 1.132320 loss_giou_aux: 1.343228 loss_mask_aux: 2.890629 loss_dice_aux: 2.552555 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.741857 eta: 6:49:08 batch_cost: 0.6353 data_cost: 0.0023 ips: 12.5927 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:49:57] ppdet.engine.callbacks INFO: Epoch: [94] [140/264] learning_rate: 0.000100 loss_class: 2.029116 loss_bbox: 0.160295 loss_giou: 0.217214 loss_mask: 0.463092 loss_dice: 0.434212 loss_class_aux: 12.760354 loss_bbox_aux: 1.123709 loss_giou_aux: 1.401681 loss_mask_aux: 2.914062 loss_dice_aux: 2.633615 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.911404 loss: 24.837928 eta: 6:48:56 batch_cost: 0.6060 data_cost: 0.0022 ips: 13.2005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:04] ppdet.engine.callbacks INFO: Epoch: [94] [150/264] learning_rate: 0.000100 loss_class: 1.944131 loss_bbox: 0.156826 loss_giou: 0.212594 loss_mask: 0.414769 loss_dice: 0.396804 loss_class_aux: 12.758012 loss_bbox_aux: 1.141754 loss_giou_aux: 1.375919 loss_mask_aux: 2.639729 loss_dice_aux: 2.442571 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.106711 eta: 6:48:44 batch_cost: 0.5929 data_cost: 0.0021 ips: 13.4926 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:09] ppdet.engine.callbacks INFO: Epoch: [94] [160/264] learning_rate: 0.000100 loss_class: 1.999381 loss_bbox: 0.155773 loss_giou: 0.211057 loss_mask: 0.406014 loss_dice: 0.445709 loss_class_aux: 12.871172 loss_bbox_aux: 1.021006 loss_giou_aux: 1.383570 loss_mask_aux: 2.533076 loss_dice_aux: 2.624305 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.061299 eta: 6:48:31 batch_cost: 0.5647 data_cost: 0.0020 ips: 14.1661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:16] ppdet.engine.callbacks INFO: Epoch: [94] [170/264] learning_rate: 0.000100 loss_class: 1.904378 loss_bbox: 0.155742 loss_giou: 0.207203 loss_mask: 0.503473 loss_dice: 0.432145 loss_class_aux: 12.387346 loss_bbox_aux: 1.102256 loss_giou_aux: 1.356696 loss_mask_aux: 3.086032 loss_dice_aux: 2.608475 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.025265 loss: 25.403750 eta: 6:48:20 batch_cost: 0.6233 data_cost: 0.0021 ips: 12.8347 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:22] ppdet.engine.callbacks INFO: Epoch: [94] [180/264] learning_rate: 0.000100 loss_class: 2.099006 loss_bbox: 0.156160 loss_giou: 0.218582 loss_mask: 0.438190 loss_dice: 0.442693 loss_class_aux: 13.481405 loss_bbox_aux: 1.036995 loss_giou_aux: 1.408827 loss_mask_aux: 2.605608 loss_dice_aux: 2.686214 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.086381 eta: 6:48:08 batch_cost: 0.5968 data_cost: 0.0020 ips: 13.4050 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:32] ppdet.engine.callbacks INFO: Epoch: [94] [190/264] learning_rate: 0.000100 loss_class: 2.171740 loss_bbox: 0.176919 loss_giou: 0.240644 loss_mask: 0.427327 loss_dice: 0.439694 loss_class_aux: 14.015144 loss_bbox_aux: 1.152062 loss_giou_aux: 1.515566 loss_mask_aux: 2.617082 loss_dice_aux: 2.582739 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.221619 loss: 27.084648 eta: 6:48:00 batch_cost: 0.9745 data_cost: 0.0017 ips: 8.2096 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:38] ppdet.engine.callbacks INFO: Epoch: [94] [200/264] learning_rate: 0.000100 loss_class: 2.191415 loss_bbox: 0.158511 loss_giou: 0.224038 loss_mask: 0.532210 loss_dice: 0.430153 loss_class_aux: 14.414384 loss_bbox_aux: 1.130433 loss_giou_aux: 1.398644 loss_mask_aux: 3.165197 loss_dice_aux: 2.638764 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.736794 eta: 6:47:48 batch_cost: 0.5817 data_cost: 0.0019 ips: 13.7520 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:50:48] ppdet.engine.callbacks INFO: Epoch: [94] [210/264] learning_rate: 0.000100 loss_class: 2.376078 loss_bbox: 0.167846 loss_giou: 0.250655 loss_mask: 0.469540 loss_dice: 0.502744 loss_class_aux: 15.573564 loss_bbox_aux: 1.116231 loss_giou_aux: 1.615961 loss_mask_aux: 2.881989 loss_dice_aux: 3.024095 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.449437 loss: 28.939468 eta: 6:47:40 batch_cost: 0.9838 data_cost: 0.0022 ips: 8.1315 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:51:03] ppdet.engine.callbacks INFO: Epoch: [94] [220/264] learning_rate: 0.000100 loss_class: 2.166485 loss_bbox: 0.143424 loss_giou: 0.225850 loss_mask: 0.405362 loss_dice: 0.429671 loss_class_aux: 14.406665 loss_bbox_aux: 1.044665 loss_giou_aux: 1.397171 loss_mask_aux: 2.458429 loss_dice_aux: 2.783409 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.671445 loss: 27.652808 eta: 6:47:37 batch_cost: 1.3937 data_cost: 0.0014 ips: 5.7402 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:51:09] ppdet.engine.callbacks INFO: Epoch: [94] [230/264] learning_rate: 0.000100 loss_class: 2.024828 loss_bbox: 0.137630 loss_giou: 0.225390 loss_mask: 0.377251 loss_dice: 0.418085 loss_class_aux: 12.732995 loss_bbox_aux: 0.944779 loss_giou_aux: 1.446003 loss_mask_aux: 2.251832 loss_dice_aux: 2.467568 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.805885 loss: 24.121424 eta: 6:47:25 batch_cost: 0.5728 data_cost: 0.0021 ips: 13.9669 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:51:15] ppdet.engine.callbacks INFO: Epoch: [94] [240/264] learning_rate: 0.000100 loss_class: 2.007252 loss_bbox: 0.135109 loss_giou: 0.223666 loss_mask: 0.303551 loss_dice: 0.400144 loss_class_aux: 12.470380 loss_bbox_aux: 0.903001 loss_giou_aux: 1.459613 loss_mask_aux: 1.869893 loss_dice_aux: 2.454656 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.954518 loss: 25.437378 eta: 6:47:13 batch_cost: 0.5693 data_cost: 0.0023 ips: 14.0531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:51:21] ppdet.engine.callbacks INFO: Epoch: [94] [250/264] learning_rate: 0.000100 loss_class: 2.039017 loss_bbox: 0.157983 loss_giou: 0.246566 loss_mask: 0.380468 loss_dice: 0.443848 loss_class_aux: 13.326132 loss_bbox_aux: 1.066127 loss_giou_aux: 1.564238 loss_mask_aux: 2.369478 loss_dice_aux: 2.677891 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.687637 loss: 25.545907 eta: 6:47:00 batch_cost: 0.5843 data_cost: 0.0025 ips: 13.6918 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:51:30] ppdet.engine.callbacks INFO: Epoch: [94] [260/264] learning_rate: 0.000100 loss_class: 2.156959 loss_bbox: 0.159530 loss_giou: 0.223267 loss_mask: 0.443947 loss_dice: 0.422650 loss_class_aux: 14.057987 loss_bbox_aux: 1.021601 loss_giou_aux: 1.442207 loss_mask_aux: 2.779002 loss_dice_aux: 2.564200 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.760191 loss: 27.029580 eta: 6:46:52 batch_cost: 0.9299 data_cost: 0.0018 ips: 8.6032 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:52:03] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/94
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:52:09] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/94/inference/inference.yml
[05/14 01:52:09] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 01:52:09] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/94/inference
[05/14 01:52:13] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 01:52:21] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 01:52:29] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 01:52:32] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:52:32] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.522
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.720
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.625
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.400
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.727
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.772
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772
[05/14 01:52:34] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.28184125784101
[05/14 01:52:34] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 01:52:34] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/94
[05/14 01:52:34] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 01:52:34] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 01:52:37] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 01:52:42] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 01:52:42] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 01:52:43] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 01:53:00] ppdet.engine.callbacks INFO: Epoch: [95] [  0/264] learning_rate: 0.000100 loss_class: 2.007930 loss_bbox: 0.158310 loss_giou: 0.223267 loss_mask: 0.421144 loss_dice: 0.417669 loss_class_aux: 12.989522 loss_bbox_aux: 0.988763 loss_giou_aux: 1.372553 loss_mask_aux: 2.496206 loss_dice_aux: 2.460876 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.804202 loss: 23.937365 eta: 6:47:04 batch_cost: 2.4419 data_cost: 1.3082 ips: 3.2762 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:53:16] ppdet.engine.callbacks INFO: Epoch: [95] [ 10/264] learning_rate: 0.000100 loss_class: 1.935962 loss_bbox: 0.144235 loss_giou: 0.202468 loss_mask: 0.334742 loss_dice: 0.400727 loss_class_aux: 12.348571 loss_bbox_aux: 0.912024 loss_giou_aux: 1.348012 loss_mask_aux: 2.101730 loss_dice_aux: 2.421124 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.647373 loss: 23.351006 eta: 6:47:04 batch_cost: 1.6309 data_cost: 0.0024 ips: 4.9053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:53:29] ppdet.engine.callbacks INFO: Epoch: [95] [ 20/264] learning_rate: 0.000100 loss_class: 1.976619 loss_bbox: 0.156116 loss_giou: 0.207368 loss_mask: 0.386364 loss_dice: 0.408594 loss_class_aux: 12.510979 loss_bbox_aux: 1.085458 loss_giou_aux: 1.348672 loss_mask_aux: 2.468908 loss_dice_aux: 2.438908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.396317 loss: 24.054803 eta: 6:46:59 batch_cost: 1.2785 data_cost: 0.0015 ips: 6.2575 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:53:42] ppdet.engine.callbacks INFO: Epoch: [95] [ 30/264] learning_rate: 0.000100 loss_class: 2.099247 loss_bbox: 0.158567 loss_giou: 0.198979 loss_mask: 0.465508 loss_dice: 0.418457 loss_class_aux: 13.062696 loss_bbox_aux: 1.090621 loss_giou_aux: 1.326952 loss_mask_aux: 3.024449 loss_dice_aux: 2.535611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554694 loss: 25.800657 eta: 6:46:54 batch_cost: 1.2123 data_cost: 0.0021 ips: 6.5992 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:53:53] ppdet.engine.callbacks INFO: Epoch: [95] [ 40/264] learning_rate: 0.000100 loss_class: 1.997128 loss_bbox: 0.149777 loss_giou: 0.213088 loss_mask: 0.420894 loss_dice: 0.406472 loss_class_aux: 13.511050 loss_bbox_aux: 1.081724 loss_giou_aux: 1.432677 loss_mask_aux: 2.583287 loss_dice_aux: 2.366877 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250217 loss: 24.985011 eta: 6:46:47 batch_cost: 1.0761 data_cost: 0.0016 ips: 7.4344 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:53:59] ppdet.engine.callbacks INFO: Epoch: [95] [ 50/264] learning_rate: 0.000100 loss_class: 2.205640 loss_bbox: 0.187490 loss_giou: 0.236340 loss_mask: 0.538641 loss_dice: 0.496544 loss_class_aux: 14.210093 loss_bbox_aux: 1.256673 loss_giou_aux: 1.521271 loss_mask_aux: 3.345575 loss_dice_aux: 3.031013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.564254 eta: 6:46:35 batch_cost: 0.5796 data_cost: 0.0019 ips: 13.8033 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:05] ppdet.engine.callbacks INFO: Epoch: [95] [ 60/264] learning_rate: 0.000100 loss_class: 1.780617 loss_bbox: 0.148117 loss_giou: 0.204250 loss_mask: 0.380283 loss_dice: 0.397555 loss_class_aux: 11.204456 loss_bbox_aux: 1.023159 loss_giou_aux: 1.315116 loss_mask_aux: 2.288847 loss_dice_aux: 2.396696 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583297 loss: 22.315289 eta: 6:46:23 batch_cost: 0.5735 data_cost: 0.0019 ips: 13.9486 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:11] ppdet.engine.callbacks INFO: Epoch: [95] [ 70/264] learning_rate: 0.000100 loss_class: 2.030942 loss_bbox: 0.147795 loss_giou: 0.206878 loss_mask: 0.387292 loss_dice: 0.404803 loss_class_aux: 12.881693 loss_bbox_aux: 1.008345 loss_giou_aux: 1.335967 loss_mask_aux: 2.372878 loss_dice_aux: 2.466277 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.613832 eta: 6:46:11 batch_cost: 0.5690 data_cost: 0.0018 ips: 14.0602 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:17] ppdet.engine.callbacks INFO: Epoch: [95] [ 80/264] learning_rate: 0.000100 loss_class: 2.249930 loss_bbox: 0.188692 loss_giou: 0.224978 loss_mask: 0.572987 loss_dice: 0.451675 loss_class_aux: 15.100484 loss_bbox_aux: 1.287466 loss_giou_aux: 1.439695 loss_mask_aux: 3.333941 loss_dice_aux: 2.700058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.683908 loss: 28.904338 eta: 6:45:59 batch_cost: 0.5822 data_cost: 0.0021 ips: 13.7414 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:25] ppdet.engine.callbacks INFO: Epoch: [95] [ 90/264] learning_rate: 0.000100 loss_class: 2.071066 loss_bbox: 0.143458 loss_giou: 0.205680 loss_mask: 0.459148 loss_dice: 0.414531 loss_class_aux: 13.034407 loss_bbox_aux: 0.983188 loss_giou_aux: 1.315446 loss_mask_aux: 2.812329 loss_dice_aux: 2.509995 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.724239 eta: 6:45:48 batch_cost: 0.7560 data_cost: 0.0024 ips: 10.5824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:37] ppdet.engine.callbacks INFO: Epoch: [95] [100/264] learning_rate: 0.000100 loss_class: 2.216902 loss_bbox: 0.161310 loss_giou: 0.211635 loss_mask: 0.443929 loss_dice: 0.439916 loss_class_aux: 14.580339 loss_bbox_aux: 1.050793 loss_giou_aux: 1.388804 loss_mask_aux: 2.672531 loss_dice_aux: 2.741743 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.180098 eta: 6:45:43 batch_cost: 1.1791 data_cost: 0.0016 ips: 6.7850 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:44] ppdet.engine.callbacks INFO: Epoch: [95] [110/264] learning_rate: 0.000100 loss_class: 2.042969 loss_bbox: 0.123362 loss_giou: 0.215513 loss_mask: 0.365235 loss_dice: 0.393524 loss_class_aux: 13.059104 loss_bbox_aux: 0.851540 loss_giou_aux: 1.377098 loss_mask_aux: 2.274682 loss_dice_aux: 2.346539 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.681525 eta: 6:45:32 batch_cost: 0.7039 data_cost: 0.0018 ips: 11.3659 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:50] ppdet.engine.callbacks INFO: Epoch: [95] [120/264] learning_rate: 0.000100 loss_class: 1.913299 loss_bbox: 0.161627 loss_giou: 0.209175 loss_mask: 0.436385 loss_dice: 0.385379 loss_class_aux: 12.544371 loss_bbox_aux: 1.054193 loss_giou_aux: 1.345076 loss_mask_aux: 2.575761 loss_dice_aux: 2.346422 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.636715 loss: 24.255862 eta: 6:45:20 batch_cost: 0.5872 data_cost: 0.0019 ips: 13.6245 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:57] ppdet.engine.callbacks INFO: Epoch: [95] [130/264] learning_rate: 0.000100 loss_class: 2.070282 loss_bbox: 0.173387 loss_giou: 0.243387 loss_mask: 0.458783 loss_dice: 0.472074 loss_class_aux: 12.971344 loss_bbox_aux: 1.147527 loss_giou_aux: 1.530121 loss_mask_aux: 2.758385 loss_dice_aux: 2.818852 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.284261 eta: 6:45:08 batch_cost: 0.5953 data_cost: 0.0022 ips: 13.4387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:54:58] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:54:58] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:55:03] ppdet.engine.callbacks INFO: Epoch: [95] [140/264] learning_rate: 0.000100 loss_class: 1.836271 loss_bbox: 0.149816 loss_giou: 0.210142 loss_mask: 0.412732 loss_dice: 0.414454 loss_class_aux: 11.797985 loss_bbox_aux: 0.972034 loss_giou_aux: 1.372061 loss_mask_aux: 2.444228 loss_dice_aux: 2.519389 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.219219 loss: 24.535676 eta: 6:44:56 batch_cost: 0.5939 data_cost: 0.0022 ips: 13.4694 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:09] ppdet.engine.callbacks INFO: Epoch: [95] [150/264] learning_rate: 0.000100 loss_class: 2.123181 loss_bbox: 0.159761 loss_giou: 0.217289 loss_mask: 0.395453 loss_dice: 0.408883 loss_class_aux: 13.367163 loss_bbox_aux: 1.110522 loss_giou_aux: 1.447188 loss_mask_aux: 2.549644 loss_dice_aux: 2.582123 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.752484 loss: 25.464364 eta: 6:44:44 batch_cost: 0.6087 data_cost: 0.0024 ips: 13.1437 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:15] ppdet.engine.callbacks INFO: Epoch: [95] [160/264] learning_rate: 0.000100 loss_class: 2.225020 loss_bbox: 0.137606 loss_giou: 0.227868 loss_mask: 0.339169 loss_dice: 0.420776 loss_class_aux: 13.578301 loss_bbox_aux: 0.916599 loss_giou_aux: 1.491901 loss_mask_aux: 2.098533 loss_dice_aux: 2.552868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.429664 loss: 25.855525 eta: 6:44:32 batch_cost: 0.5655 data_cost: 0.0028 ips: 14.1478 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:22] ppdet.engine.callbacks INFO: Epoch: [95] [170/264] learning_rate: 0.000100 loss_class: 1.995598 loss_bbox: 0.158018 loss_giou: 0.235866 loss_mask: 0.388601 loss_dice: 0.417462 loss_class_aux: 12.639911 loss_bbox_aux: 1.029734 loss_giou_aux: 1.487272 loss_mask_aux: 2.550811 loss_dice_aux: 2.593887 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.859591 eta: 6:44:20 batch_cost: 0.5981 data_cost: 0.0032 ips: 13.3754 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:28] ppdet.engine.callbacks INFO: Epoch: [95] [180/264] learning_rate: 0.000100 loss_class: 2.190398 loss_bbox: 0.168619 loss_giou: 0.239809 loss_mask: 0.422230 loss_dice: 0.501454 loss_class_aux: 13.845006 loss_bbox_aux: 1.078615 loss_giou_aux: 1.486829 loss_mask_aux: 2.545586 loss_dice_aux: 2.871886 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.282764 eta: 6:44:08 batch_cost: 0.5864 data_cost: 0.0030 ips: 13.6421 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:34] ppdet.engine.callbacks INFO: Epoch: [95] [190/264] learning_rate: 0.000100 loss_class: 1.884565 loss_bbox: 0.134474 loss_giou: 0.215475 loss_mask: 0.343300 loss_dice: 0.415046 loss_class_aux: 12.198761 loss_bbox_aux: 0.878752 loss_giou_aux: 1.355346 loss_mask_aux: 1.898331 loss_dice_aux: 2.480855 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.739177 loss: 23.004820 eta: 6:43:57 batch_cost: 0.6402 data_cost: 0.0025 ips: 12.4953 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:41] ppdet.engine.callbacks INFO: Epoch: [95] [200/264] learning_rate: 0.000100 loss_class: 1.911641 loss_bbox: 0.150096 loss_giou: 0.204296 loss_mask: 0.407994 loss_dice: 0.388129 loss_class_aux: 12.556432 loss_bbox_aux: 0.994170 loss_giou_aux: 1.322692 loss_mask_aux: 2.550045 loss_dice_aux: 2.330580 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.064143 eta: 6:43:45 batch_cost: 0.6129 data_cost: 0.0024 ips: 13.0523 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:47] ppdet.engine.callbacks INFO: Epoch: [95] [210/264] learning_rate: 0.000100 loss_class: 2.025582 loss_bbox: 0.170637 loss_giou: 0.235694 loss_mask: 0.435196 loss_dice: 0.440571 loss_class_aux: 13.347711 loss_bbox_aux: 1.138441 loss_giou_aux: 1.418538 loss_mask_aux: 2.660577 loss_dice_aux: 2.749488 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.441821 loss: 25.302894 eta: 6:43:33 batch_cost: 0.5870 data_cost: 0.0022 ips: 13.6286 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:54] ppdet.engine.callbacks INFO: Epoch: [95] [220/264] learning_rate: 0.000100 loss_class: 2.109682 loss_bbox: 0.172569 loss_giou: 0.208814 loss_mask: 0.448251 loss_dice: 0.414062 loss_class_aux: 13.843366 loss_bbox_aux: 1.159551 loss_giou_aux: 1.360900 loss_mask_aux: 2.727638 loss_dice_aux: 2.526737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.490637 eta: 6:43:21 batch_cost: 0.6189 data_cost: 0.0022 ips: 12.9263 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:55:59] ppdet.engine.callbacks INFO: Epoch: [95] [230/264] learning_rate: 0.000100 loss_class: 1.949362 loss_bbox: 0.139125 loss_giou: 0.202826 loss_mask: 0.426677 loss_dice: 0.420187 loss_class_aux: 12.255942 loss_bbox_aux: 0.954179 loss_giou_aux: 1.333452 loss_mask_aux: 2.604180 loss_dice_aux: 2.536614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.522911 loss: 23.859505 eta: 6:43:09 batch_cost: 0.5622 data_cost: 0.0016 ips: 14.2306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:56:05] ppdet.engine.callbacks INFO: Epoch: [95] [240/264] learning_rate: 0.000100 loss_class: 2.044549 loss_bbox: 0.158316 loss_giou: 0.210679 loss_mask: 0.430390 loss_dice: 0.418252 loss_class_aux: 12.632134 loss_bbox_aux: 1.072811 loss_giou_aux: 1.392809 loss_mask_aux: 2.674542 loss_dice_aux: 2.610736 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.445208 loss: 24.827415 eta: 6:42:57 batch_cost: 0.5725 data_cost: 0.0015 ips: 13.9750 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:56:11] ppdet.engine.callbacks INFO: Epoch: [95] [250/264] learning_rate: 0.000100 loss_class: 2.157892 loss_bbox: 0.176048 loss_giou: 0.216901 loss_mask: 0.604150 loss_dice: 0.451546 loss_class_aux: 13.913114 loss_bbox_aux: 1.254091 loss_giou_aux: 1.448227 loss_mask_aux: 3.738929 loss_dice_aux: 2.852273 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.988442 loss: 27.982549 eta: 6:42:44 batch_cost: 0.5263 data_cost: 0.0015 ips: 15.2002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:56:17] ppdet.engine.callbacks INFO: Epoch: [95] [260/264] learning_rate: 0.000100 loss_class: 2.082306 loss_bbox: 0.157256 loss_giou: 0.211262 loss_mask: 0.388115 loss_dice: 0.431262 loss_class_aux: 14.046959 loss_bbox_aux: 1.092403 loss_giou_aux: 1.375649 loss_mask_aux: 2.450203 loss_dice_aux: 2.614108 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.041052 eta: 6:42:32 batch_cost: 0.5508 data_cost: 0.0016 ips: 14.5234 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:04] ppdet.engine.callbacks INFO: Epoch: [96] [  0/264] learning_rate: 0.000100 loss_class: 2.095377 loss_bbox: 0.144682 loss_giou: 0.223944 loss_mask: 0.367277 loss_dice: 0.429788 loss_class_aux: 13.142977 loss_bbox_aux: 0.918283 loss_giou_aux: 1.459655 loss_mask_aux: 2.268865 loss_dice_aux: 2.585998 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.421121 eta: 6:42:43 batch_cost: 2.0595 data_cost: 1.3968 ips: 3.8844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:13] ppdet.engine.callbacks INFO: Epoch: [96] [ 10/264] learning_rate: 0.000100 loss_class: 2.016158 loss_bbox: 0.197743 loss_giou: 0.209094 loss_mask: 0.548274 loss_dice: 0.419464 loss_class_aux: 12.538998 loss_bbox_aux: 1.289091 loss_giou_aux: 1.362416 loss_mask_aux: 3.409337 loss_dice_aux: 2.537314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.485737 eta: 6:42:34 batch_cost: 0.8576 data_cost: 0.0051 ips: 9.3289 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:20] ppdet.engine.callbacks INFO: Epoch: [96] [ 20/264] learning_rate: 0.000100 loss_class: 2.336999 loss_bbox: 0.161163 loss_giou: 0.200030 loss_mask: 0.441003 loss_dice: 0.408315 loss_class_aux: 14.180567 loss_bbox_aux: 1.067449 loss_giou_aux: 1.330720 loss_mask_aux: 2.783773 loss_dice_aux: 2.590259 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.684110 loss: 27.712424 eta: 6:42:23 batch_cost: 0.6579 data_cost: 0.0027 ips: 12.1596 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:26] ppdet.engine.callbacks INFO: Epoch: [96] [ 30/264] learning_rate: 0.000100 loss_class: 2.270646 loss_bbox: 0.166974 loss_giou: 0.199819 loss_mask: 0.446630 loss_dice: 0.413884 loss_class_aux: 14.647867 loss_bbox_aux: 1.134716 loss_giou_aux: 1.310312 loss_mask_aux: 2.819316 loss_dice_aux: 2.505281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.111701 eta: 6:42:11 batch_cost: 0.5948 data_cost: 0.0024 ips: 13.4498 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:33] ppdet.engine.callbacks INFO: Epoch: [96] [ 40/264] learning_rate: 0.000100 loss_class: 1.976795 loss_bbox: 0.145335 loss_giou: 0.195479 loss_mask: 0.328459 loss_dice: 0.374766 loss_class_aux: 12.643027 loss_bbox_aux: 0.948637 loss_giou_aux: 1.249716 loss_mask_aux: 1.981545 loss_dice_aux: 2.299364 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.359694 loss: 23.038741 eta: 6:41:59 batch_cost: 0.6161 data_cost: 0.0023 ips: 12.9850 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:39] ppdet.engine.callbacks INFO: Epoch: [96] [ 50/264] learning_rate: 0.000100 loss_class: 2.162065 loss_bbox: 0.200796 loss_giou: 0.216444 loss_mask: 0.542477 loss_dice: 0.423535 loss_class_aux: 13.815542 loss_bbox_aux: 1.265572 loss_giou_aux: 1.400974 loss_mask_aux: 3.219891 loss_dice_aux: 2.614736 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.966484 eta: 6:41:48 batch_cost: 0.5847 data_cost: 0.0026 ips: 13.6826 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:45] ppdet.engine.callbacks INFO: Epoch: [96] [ 60/264] learning_rate: 0.000100 loss_class: 2.083752 loss_bbox: 0.185068 loss_giou: 0.216821 loss_mask: 0.443807 loss_dice: 0.434809 loss_class_aux: 13.456230 loss_bbox_aux: 1.169505 loss_giou_aux: 1.424929 loss_mask_aux: 2.748902 loss_dice_aux: 2.709217 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.774085 eta: 6:41:35 batch_cost: 0.5663 data_cost: 0.0022 ips: 14.1279 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:51] ppdet.engine.callbacks INFO: Epoch: [96] [ 70/264] learning_rate: 0.000100 loss_class: 2.204723 loss_bbox: 0.159902 loss_giou: 0.227413 loss_mask: 0.427035 loss_dice: 0.460292 loss_class_aux: 14.612649 loss_bbox_aux: 1.037277 loss_giou_aux: 1.478458 loss_mask_aux: 2.493640 loss_dice_aux: 2.718122 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.498633 eta: 6:41:24 batch_cost: 0.6366 data_cost: 0.0022 ips: 12.5660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:57:58] ppdet.engine.callbacks INFO: Epoch: [96] [ 80/264] learning_rate: 0.000100 loss_class: 2.140899 loss_bbox: 0.192244 loss_giou: 0.252235 loss_mask: 0.492207 loss_dice: 0.466384 loss_class_aux: 14.600318 loss_bbox_aux: 1.254161 loss_giou_aux: 1.605872 loss_mask_aux: 2.911195 loss_dice_aux: 2.820088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.738869 eta: 6:41:12 batch_cost: 0.6021 data_cost: 0.0019 ips: 13.2863 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:04] ppdet.engine.callbacks INFO: Epoch: [96] [ 90/264] learning_rate: 0.000100 loss_class: 2.028699 loss_bbox: 0.169526 loss_giou: 0.216363 loss_mask: 0.398456 loss_dice: 0.449759 loss_class_aux: 12.818346 loss_bbox_aux: 1.112876 loss_giou_aux: 1.395489 loss_mask_aux: 2.405643 loss_dice_aux: 2.686131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.830282 eta: 6:41:00 batch_cost: 0.5708 data_cost: 0.0020 ips: 14.0145 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:10] ppdet.engine.callbacks INFO: Epoch: [96] [100/264] learning_rate: 0.000100 loss_class: 1.985166 loss_bbox: 0.149906 loss_giou: 0.218673 loss_mask: 0.390839 loss_dice: 0.384203 loss_class_aux: 13.251168 loss_bbox_aux: 1.010740 loss_giou_aux: 1.388911 loss_mask_aux: 2.425474 loss_dice_aux: 2.324302 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.966332 eta: 6:40:48 batch_cost: 0.6005 data_cost: 0.0023 ips: 13.3228 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:16] ppdet.engine.callbacks INFO: Epoch: [96] [110/264] learning_rate: 0.000100 loss_class: 1.907933 loss_bbox: 0.149772 loss_giou: 0.201170 loss_mask: 0.396465 loss_dice: 0.354392 loss_class_aux: 12.217673 loss_bbox_aux: 1.019659 loss_giou_aux: 1.334789 loss_mask_aux: 2.393244 loss_dice_aux: 2.166472 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.460192 loss: 21.796714 eta: 6:40:36 batch_cost: 0.6015 data_cost: 0.0023 ips: 13.3008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:23] ppdet.engine.callbacks INFO: Epoch: [96] [120/264] learning_rate: 0.000100 loss_class: 1.921285 loss_bbox: 0.145437 loss_giou: 0.206506 loss_mask: 0.453904 loss_dice: 0.410274 loss_class_aux: 12.645240 loss_bbox_aux: 0.994715 loss_giou_aux: 1.312171 loss_mask_aux: 2.664876 loss_dice_aux: 2.492179 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.491059 eta: 6:40:25 batch_cost: 0.6089 data_cost: 0.0021 ips: 13.1383 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:29] ppdet.engine.callbacks INFO: Epoch: [96] [130/264] learning_rate: 0.000100 loss_class: 1.930063 loss_bbox: 0.185787 loss_giou: 0.213459 loss_mask: 0.516953 loss_dice: 0.444684 loss_class_aux: 12.604734 loss_bbox_aux: 1.169863 loss_giou_aux: 1.387152 loss_mask_aux: 3.052981 loss_dice_aux: 2.779147 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.932379 eta: 6:40:13 batch_cost: 0.6099 data_cost: 0.0021 ips: 13.1161 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:36] ppdet.engine.callbacks INFO: Epoch: [96] [140/264] learning_rate: 0.000100 loss_class: 2.060741 loss_bbox: 0.160036 loss_giou: 0.229566 loss_mask: 0.400227 loss_dice: 0.446957 loss_class_aux: 13.219811 loss_bbox_aux: 1.029772 loss_giou_aux: 1.440185 loss_mask_aux: 2.512700 loss_dice_aux: 2.697444 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.469850 eta: 6:40:02 batch_cost: 0.6340 data_cost: 0.0023 ips: 12.6184 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:36] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 01:58:36] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 01:58:42] ppdet.engine.callbacks INFO: Epoch: [96] [150/264] learning_rate: 0.000100 loss_class: 2.039274 loss_bbox: 0.163408 loss_giou: 0.208788 loss_mask: 0.410031 loss_dice: 0.421163 loss_class_aux: 12.841883 loss_bbox_aux: 1.062046 loss_giou_aux: 1.351209 loss_mask_aux: 2.445545 loss_dice_aux: 2.574362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.193954 eta: 6:39:50 batch_cost: 0.5906 data_cost: 0.0021 ips: 13.5461 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:48] ppdet.engine.callbacks INFO: Epoch: [96] [160/264] learning_rate: 0.000100 loss_class: 2.032174 loss_bbox: 0.147945 loss_giou: 0.234912 loss_mask: 0.438525 loss_dice: 0.456983 loss_class_aux: 13.034900 loss_bbox_aux: 1.054890 loss_giou_aux: 1.503033 loss_mask_aux: 2.602700 loss_dice_aux: 2.722487 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.454307 loss: 26.149431 eta: 6:39:38 batch_cost: 0.5820 data_cost: 0.0022 ips: 13.7463 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:58:54] ppdet.engine.callbacks INFO: Epoch: [96] [170/264] learning_rate: 0.000100 loss_class: 2.153425 loss_bbox: 0.158430 loss_giou: 0.236758 loss_mask: 0.438316 loss_dice: 0.431273 loss_class_aux: 13.780864 loss_bbox_aux: 1.050743 loss_giou_aux: 1.509628 loss_mask_aux: 2.680100 loss_dice_aux: 2.597950 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.933981 eta: 6:39:26 batch_cost: 0.6023 data_cost: 0.0029 ips: 13.2822 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:00] ppdet.engine.callbacks INFO: Epoch: [96] [180/264] learning_rate: 0.000100 loss_class: 2.214763 loss_bbox: 0.154732 loss_giou: 0.225011 loss_mask: 0.450067 loss_dice: 0.430710 loss_class_aux: 14.152693 loss_bbox_aux: 1.060523 loss_giou_aux: 1.460472 loss_mask_aux: 2.762688 loss_dice_aux: 2.635397 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.237393 eta: 6:39:14 batch_cost: 0.5880 data_cost: 0.0023 ips: 13.6053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:07] ppdet.engine.callbacks INFO: Epoch: [96] [190/264] learning_rate: 0.000100 loss_class: 1.981599 loss_bbox: 0.148895 loss_giou: 0.220267 loss_mask: 0.424644 loss_dice: 0.436241 loss_class_aux: 12.670302 loss_bbox_aux: 0.997146 loss_giou_aux: 1.434059 loss_mask_aux: 2.652806 loss_dice_aux: 2.709693 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.607803 eta: 6:39:03 batch_cost: 0.6281 data_cost: 0.0023 ips: 12.7369 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:13] ppdet.engine.callbacks INFO: Epoch: [96] [200/264] learning_rate: 0.000100 loss_class: 2.113594 loss_bbox: 0.151522 loss_giou: 0.221462 loss_mask: 0.391111 loss_dice: 0.438233 loss_class_aux: 13.327091 loss_bbox_aux: 1.014729 loss_giou_aux: 1.453233 loss_mask_aux: 2.512928 loss_dice_aux: 2.712858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.386127 loss: 28.322593 eta: 6:38:51 batch_cost: 0.6007 data_cost: 0.0024 ips: 13.3178 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:20] ppdet.engine.callbacks INFO: Epoch: [96] [210/264] learning_rate: 0.000100 loss_class: 2.095690 loss_bbox: 0.173197 loss_giou: 0.207652 loss_mask: 0.427387 loss_dice: 0.397681 loss_class_aux: 13.516560 loss_bbox_aux: 1.174210 loss_giou_aux: 1.349414 loss_mask_aux: 2.628177 loss_dice_aux: 2.451664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.922713 loss: 25.873487 eta: 6:38:40 batch_cost: 0.6209 data_cost: 0.0022 ips: 12.8851 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:26] ppdet.engine.callbacks INFO: Epoch: [96] [220/264] learning_rate: 0.000100 loss_class: 2.076686 loss_bbox: 0.189097 loss_giou: 0.240870 loss_mask: 0.506409 loss_dice: 0.453096 loss_class_aux: 13.594029 loss_bbox_aux: 1.219861 loss_giou_aux: 1.532485 loss_mask_aux: 2.903873 loss_dice_aux: 2.733131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.859778 eta: 6:38:27 batch_cost: 0.5490 data_cost: 0.0023 ips: 14.5716 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:32] ppdet.engine.callbacks INFO: Epoch: [96] [230/264] learning_rate: 0.000100 loss_class: 2.200230 loss_bbox: 0.158851 loss_giou: 0.241582 loss_mask: 0.457538 loss_dice: 0.434229 loss_class_aux: 13.821741 loss_bbox_aux: 1.055720 loss_giou_aux: 1.491839 loss_mask_aux: 2.871329 loss_dice_aux: 2.652467 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.757691 loss: 26.096871 eta: 6:38:16 batch_cost: 0.6367 data_cost: 0.0023 ips: 12.5642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:38] ppdet.engine.callbacks INFO: Epoch: [96] [240/264] learning_rate: 0.000100 loss_class: 1.963911 loss_bbox: 0.133139 loss_giou: 0.209454 loss_mask: 0.399630 loss_dice: 0.428352 loss_class_aux: 12.296721 loss_bbox_aux: 0.993433 loss_giou_aux: 1.352288 loss_mask_aux: 2.310947 loss_dice_aux: 2.560482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.466585 loss: 23.543167 eta: 6:38:04 batch_cost: 0.5601 data_cost: 0.0025 ips: 14.2832 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:44] ppdet.engine.callbacks INFO: Epoch: [96] [250/264] learning_rate: 0.000100 loss_class: 1.918928 loss_bbox: 0.167782 loss_giou: 0.208926 loss_mask: 0.464461 loss_dice: 0.439333 loss_class_aux: 12.644415 loss_bbox_aux: 1.135296 loss_giou_aux: 1.348677 loss_mask_aux: 2.772634 loss_dice_aux: 2.643941 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.704293 eta: 6:37:52 batch_cost: 0.5761 data_cost: 0.0021 ips: 13.8867 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 01:59:49] ppdet.engine.callbacks INFO: Epoch: [96] [260/264] learning_rate: 0.000100 loss_class: 2.168889 loss_bbox: 0.182524 loss_giou: 0.243388 loss_mask: 0.507104 loss_dice: 0.449422 loss_class_aux: 13.883453 loss_bbox_aux: 1.155137 loss_giou_aux: 1.539765 loss_mask_aux: 3.181533 loss_dice_aux: 2.661260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.090677 loss: 26.250115 eta: 6:37:39 batch_cost: 0.5193 data_cost: 0.0025 ips: 15.4052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:00:37] ppdet.engine.callbacks INFO: Epoch: [97] [  0/264] learning_rate: 0.000100 loss_class: 2.180337 loss_bbox: 0.170798 loss_giou: 0.235339 loss_mask: 0.423203 loss_dice: 0.427374 loss_class_aux: 13.998244 loss_bbox_aux: 1.102111 loss_giou_aux: 1.510094 loss_mask_aux: 2.509717 loss_dice_aux: 2.562668 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.656357 loss: 27.391448 eta: 6:37:50 batch_cost: 1.9912 data_cost: 1.4173 ips: 4.0177 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:00:45] ppdet.engine.callbacks INFO: Epoch: [97] [ 10/264] learning_rate: 0.000100 loss_class: 2.068210 loss_bbox: 0.147901 loss_giou: 0.214527 loss_mask: 0.439566 loss_dice: 0.410172 loss_class_aux: 13.053723 loss_bbox_aux: 1.032616 loss_giou_aux: 1.379321 loss_mask_aux: 2.716469 loss_dice_aux: 2.627875 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.003298 loss: 25.639215 eta: 6:37:41 batch_cost: 0.8421 data_cost: 0.0057 ips: 9.5002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:00:52] ppdet.engine.callbacks INFO: Epoch: [97] [ 20/264] learning_rate: 0.000100 loss_class: 2.092089 loss_bbox: 0.165501 loss_giou: 0.227163 loss_mask: 0.404975 loss_dice: 0.465017 loss_class_aux: 12.895736 loss_bbox_aux: 1.003146 loss_giou_aux: 1.427618 loss_mask_aux: 2.330226 loss_dice_aux: 2.683001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.109554 loss: 27.262519 eta: 6:37:29 batch_cost: 0.6392 data_cost: 0.0029 ips: 12.5164 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:00:59] ppdet.engine.callbacks INFO: Epoch: [97] [ 30/264] learning_rate: 0.000100 loss_class: 2.099075 loss_bbox: 0.160853 loss_giou: 0.207529 loss_mask: 0.450286 loss_dice: 0.454651 loss_class_aux: 13.885690 loss_bbox_aux: 1.044330 loss_giou_aux: 1.327053 loss_mask_aux: 2.624905 loss_dice_aux: 2.636162 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.784247 loss: 26.663390 eta: 6:37:18 batch_cost: 0.6029 data_cost: 0.0023 ips: 13.2699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:05] ppdet.engine.callbacks INFO: Epoch: [97] [ 40/264] learning_rate: 0.000100 loss_class: 2.044599 loss_bbox: 0.173666 loss_giou: 0.227318 loss_mask: 0.467756 loss_dice: 0.455320 loss_class_aux: 13.745670 loss_bbox_aux: 1.116367 loss_giou_aux: 1.465842 loss_mask_aux: 2.926533 loss_dice_aux: 2.834459 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.357298 loss: 27.127892 eta: 6:37:06 batch_cost: 0.5835 data_cost: 0.0020 ips: 13.7115 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:11] ppdet.engine.callbacks INFO: Epoch: [97] [ 50/264] learning_rate: 0.000100 loss_class: 2.155309 loss_bbox: 0.157545 loss_giou: 0.225481 loss_mask: 0.420577 loss_dice: 0.450281 loss_class_aux: 14.004787 loss_bbox_aux: 1.058647 loss_giou_aux: 1.468147 loss_mask_aux: 2.539929 loss_dice_aux: 2.617752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.700590 loss: 27.620658 eta: 6:36:54 batch_cost: 0.6183 data_cost: 0.0023 ips: 12.9390 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:18] ppdet.engine.callbacks INFO: Epoch: [97] [ 60/264] learning_rate: 0.000100 loss_class: 2.249633 loss_bbox: 0.145750 loss_giou: 0.213021 loss_mask: 0.364094 loss_dice: 0.422370 loss_class_aux: 14.140450 loss_bbox_aux: 0.952582 loss_giou_aux: 1.375985 loss_mask_aux: 2.202803 loss_dice_aux: 2.527654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.922583 loss: 26.268979 eta: 6:36:43 batch_cost: 0.6115 data_cost: 0.0021 ips: 13.0816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:24] ppdet.engine.callbacks INFO: Epoch: [97] [ 70/264] learning_rate: 0.000100 loss_class: 1.759611 loss_bbox: 0.130460 loss_giou: 0.187069 loss_mask: 0.372713 loss_dice: 0.398138 loss_class_aux: 11.121081 loss_bbox_aux: 0.891381 loss_giou_aux: 1.216441 loss_mask_aux: 2.258214 loss_dice_aux: 2.351485 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.398489 eta: 6:36:31 batch_cost: 0.5995 data_cost: 0.0020 ips: 13.3450 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:30] ppdet.engine.callbacks INFO: Epoch: [97] [ 80/264] learning_rate: 0.000100 loss_class: 2.082235 loss_bbox: 0.172812 loss_giou: 0.229997 loss_mask: 0.427687 loss_dice: 0.460585 loss_class_aux: 13.051191 loss_bbox_aux: 1.177394 loss_giou_aux: 1.457499 loss_mask_aux: 2.763845 loss_dice_aux: 2.839581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.352472 eta: 6:36:19 batch_cost: 0.5553 data_cost: 0.0026 ips: 14.4077 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:36] ppdet.engine.callbacks INFO: Epoch: [97] [ 90/264] learning_rate: 0.000100 loss_class: 2.239903 loss_bbox: 0.152374 loss_giou: 0.210998 loss_mask: 0.415772 loss_dice: 0.412820 loss_class_aux: 13.837910 loss_bbox_aux: 1.054089 loss_giou_aux: 1.402298 loss_mask_aux: 2.578090 loss_dice_aux: 2.479035 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.766965 loss: 25.376217 eta: 6:36:07 batch_cost: 0.6071 data_cost: 0.0022 ips: 13.1769 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:43] ppdet.engine.callbacks INFO: Epoch: [97] [100/264] learning_rate: 0.000100 loss_class: 2.290363 loss_bbox: 0.202065 loss_giou: 0.229825 loss_mask: 0.477277 loss_dice: 0.486642 loss_class_aux: 15.299134 loss_bbox_aux: 1.306391 loss_giou_aux: 1.453270 loss_mask_aux: 2.848341 loss_dice_aux: 2.916670 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.724290 eta: 6:35:56 batch_cost: 0.6151 data_cost: 0.0022 ips: 13.0054 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:48] ppdet.engine.callbacks INFO: Epoch: [97] [110/264] learning_rate: 0.000100 loss_class: 1.877136 loss_bbox: 0.144842 loss_giou: 0.225913 loss_mask: 0.362330 loss_dice: 0.410845 loss_class_aux: 12.211633 loss_bbox_aux: 0.979145 loss_giou_aux: 1.444741 loss_mask_aux: 2.207940 loss_dice_aux: 2.464839 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.882653 loss: 23.436255 eta: 6:35:43 batch_cost: 0.5476 data_cost: 0.0020 ips: 14.6093 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:01:55] ppdet.engine.callbacks INFO: Epoch: [97] [120/264] learning_rate: 0.000100 loss_class: 1.930408 loss_bbox: 0.131960 loss_giou: 0.193150 loss_mask: 0.329281 loss_dice: 0.415386 loss_class_aux: 12.314447 loss_bbox_aux: 0.885278 loss_giou_aux: 1.271345 loss_mask_aux: 2.045059 loss_dice_aux: 2.612969 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.327027 eta: 6:35:32 batch_cost: 0.5867 data_cost: 0.0021 ips: 13.6367 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:01] ppdet.engine.callbacks INFO: Epoch: [97] [130/264] learning_rate: 0.000100 loss_class: 2.063958 loss_bbox: 0.136947 loss_giou: 0.205042 loss_mask: 0.380267 loss_dice: 0.414436 loss_class_aux: 12.520987 loss_bbox_aux: 0.963329 loss_giou_aux: 1.384787 loss_mask_aux: 2.481117 loss_dice_aux: 2.533083 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.858953 eta: 6:35:20 batch_cost: 0.6159 data_cost: 0.0020 ips: 12.9888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:08] ppdet.engine.callbacks INFO: Epoch: [97] [140/264] learning_rate: 0.000100 loss_class: 1.933618 loss_bbox: 0.159098 loss_giou: 0.215575 loss_mask: 0.437283 loss_dice: 0.406065 loss_class_aux: 12.416605 loss_bbox_aux: 1.037649 loss_giou_aux: 1.358209 loss_mask_aux: 2.649487 loss_dice_aux: 2.447559 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.068616 loss: 23.408833 eta: 6:35:09 batch_cost: 0.6297 data_cost: 0.0024 ips: 12.7052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:14] ppdet.engine.callbacks INFO: Epoch: [97] [150/264] learning_rate: 0.000100 loss_class: 2.124282 loss_bbox: 0.165767 loss_giou: 0.227069 loss_mask: 0.442427 loss_dice: 0.431738 loss_class_aux: 13.451324 loss_bbox_aux: 1.171467 loss_giou_aux: 1.468718 loss_mask_aux: 2.762931 loss_dice_aux: 2.620141 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.458232 loss: 26.650930 eta: 6:34:57 batch_cost: 0.6007 data_cost: 0.0023 ips: 13.3182 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:14] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:02:14] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:02:21] ppdet.engine.callbacks INFO: Epoch: [97] [160/264] learning_rate: 0.000100 loss_class: 2.090362 loss_bbox: 0.182529 loss_giou: 0.215275 loss_mask: 0.531311 loss_dice: 0.457035 loss_class_aux: 13.619965 loss_bbox_aux: 1.216561 loss_giou_aux: 1.381133 loss_mask_aux: 3.242799 loss_dice_aux: 2.729257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.121028 eta: 6:34:46 batch_cost: 0.6552 data_cost: 0.0023 ips: 12.2096 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:27] ppdet.engine.callbacks INFO: Epoch: [97] [170/264] learning_rate: 0.000100 loss_class: 2.099765 loss_bbox: 0.125944 loss_giou: 0.206269 loss_mask: 0.341051 loss_dice: 0.428833 loss_class_aux: 13.620965 loss_bbox_aux: 0.886428 loss_giou_aux: 1.399655 loss_mask_aux: 2.233179 loss_dice_aux: 2.601992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.116965 eta: 6:34:35 batch_cost: 0.6260 data_cost: 0.0022 ips: 12.7795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:34] ppdet.engine.callbacks INFO: Epoch: [97] [180/264] learning_rate: 0.000100 loss_class: 2.054791 loss_bbox: 0.143929 loss_giou: 0.202972 loss_mask: 0.359272 loss_dice: 0.406295 loss_class_aux: 12.774919 loss_bbox_aux: 0.972002 loss_giou_aux: 1.306455 loss_mask_aux: 2.362384 loss_dice_aux: 2.455342 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.691106 eta: 6:34:23 batch_cost: 0.6205 data_cost: 0.0022 ips: 12.8924 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:40] ppdet.engine.callbacks INFO: Epoch: [97] [190/264] learning_rate: 0.000100 loss_class: 2.191661 loss_bbox: 0.160099 loss_giou: 0.209452 loss_mask: 0.487208 loss_dice: 0.431317 loss_class_aux: 13.842509 loss_bbox_aux: 1.098626 loss_giou_aux: 1.368690 loss_mask_aux: 2.892706 loss_dice_aux: 2.658666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.477381 eta: 6:34:11 batch_cost: 0.5792 data_cost: 0.0021 ips: 13.8125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:46] ppdet.engine.callbacks INFO: Epoch: [97] [200/264] learning_rate: 0.000100 loss_class: 1.943935 loss_bbox: 0.127141 loss_giou: 0.199348 loss_mask: 0.351470 loss_dice: 0.363509 loss_class_aux: 12.663396 loss_bbox_aux: 0.849810 loss_giou_aux: 1.299750 loss_mask_aux: 2.075362 loss_dice_aux: 2.237536 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.461857 loss: 22.359912 eta: 6:34:00 batch_cost: 0.6147 data_cost: 0.0022 ips: 13.0148 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:52] ppdet.engine.callbacks INFO: Epoch: [97] [210/264] learning_rate: 0.000100 loss_class: 2.043730 loss_bbox: 0.177835 loss_giou: 0.207831 loss_mask: 0.483660 loss_dice: 0.433740 loss_class_aux: 13.034974 loss_bbox_aux: 1.148192 loss_giou_aux: 1.306855 loss_mask_aux: 2.880280 loss_dice_aux: 2.599735 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.911708 eta: 6:33:47 batch_cost: 0.5282 data_cost: 0.0021 ips: 15.1456 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:02:58] ppdet.engine.callbacks INFO: Epoch: [97] [220/264] learning_rate: 0.000100 loss_class: 1.905403 loss_bbox: 0.139884 loss_giou: 0.196251 loss_mask: 0.363058 loss_dice: 0.407253 loss_class_aux: 12.337684 loss_bbox_aux: 0.928688 loss_giou_aux: 1.266436 loss_mask_aux: 2.180717 loss_dice_aux: 2.455204 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.540853 loss: 24.532634 eta: 6:33:36 batch_cost: 0.5975 data_cost: 0.0019 ips: 13.3891 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:03:04] ppdet.engine.callbacks INFO: Epoch: [97] [230/264] learning_rate: 0.000100 loss_class: 1.953588 loss_bbox: 0.151805 loss_giou: 0.209857 loss_mask: 0.378805 loss_dice: 0.411926 loss_class_aux: 12.049287 loss_bbox_aux: 0.972612 loss_giou_aux: 1.385406 loss_mask_aux: 2.266435 loss_dice_aux: 2.483759 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.103786 eta: 6:33:24 batch_cost: 0.5705 data_cost: 0.0016 ips: 14.0238 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:03:11] ppdet.engine.callbacks INFO: Epoch: [97] [240/264] learning_rate: 0.000100 loss_class: 2.154385 loss_bbox: 0.159457 loss_giou: 0.245115 loss_mask: 0.410337 loss_dice: 0.446822 loss_class_aux: 14.041271 loss_bbox_aux: 1.056267 loss_giou_aux: 1.549249 loss_mask_aux: 2.619584 loss_dice_aux: 2.717443 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.414974 eta: 6:33:13 batch_cost: 0.6309 data_cost: 0.0015 ips: 12.6809 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:03:17] ppdet.engine.callbacks INFO: Epoch: [97] [250/264] learning_rate: 0.000100 loss_class: 2.147928 loss_bbox: 0.162873 loss_giou: 0.227821 loss_mask: 0.396587 loss_dice: 0.436356 loss_class_aux: 13.803754 loss_bbox_aux: 1.065175 loss_giou_aux: 1.478996 loss_mask_aux: 2.427095 loss_dice_aux: 2.634048 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.248629 eta: 6:33:01 batch_cost: 0.5801 data_cost: 0.0016 ips: 13.7916 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:03:23] ppdet.engine.callbacks INFO: Epoch: [97] [260/264] learning_rate: 0.000100 loss_class: 2.025467 loss_bbox: 0.147424 loss_giou: 0.193237 loss_mask: 0.361710 loss_dice: 0.395130 loss_class_aux: 12.532057 loss_bbox_aux: 0.936030 loss_giou_aux: 1.257970 loss_mask_aux: 2.208100 loss_dice_aux: 2.382900 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.688860 eta: 6:32:49 batch_cost: 0.5511 data_cost: 0.0016 ips: 14.5163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:04:05] ppdet.engine.callbacks INFO: Epoch: [98] [  0/264] learning_rate: 0.000100 loss_class: 2.038293 loss_bbox: 0.153799 loss_giou: 0.203829 loss_mask: 0.428430 loss_dice: 0.408155 loss_class_aux: 12.589628 loss_bbox_aux: 0.972477 loss_giou_aux: 1.357701 loss_mask_aux: 2.596006 loss_dice_aux: 2.479874 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.730728 eta: 6:32:54 batch_cost: 1.5551 data_cost: 0.8613 ips: 5.1443 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:04:22] ppdet.engine.callbacks INFO: Epoch: [98] [ 10/264] learning_rate: 0.000100 loss_class: 1.976906 loss_bbox: 0.158490 loss_giou: 0.216670 loss_mask: 0.384068 loss_dice: 0.423855 loss_class_aux: 12.708118 loss_bbox_aux: 1.008789 loss_giou_aux: 1.411195 loss_mask_aux: 2.349199 loss_dice_aux: 2.554826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.796989 eta: 6:32:53 batch_cost: 1.6424 data_cost: 0.0088 ips: 4.8708 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:04:29] ppdet.engine.callbacks INFO: Epoch: [98] [ 20/264] learning_rate: 0.000100 loss_class: 2.146138 loss_bbox: 0.185668 loss_giou: 0.213252 loss_mask: 0.568064 loss_dice: 0.464339 loss_class_aux: 13.837212 loss_bbox_aux: 1.211378 loss_giou_aux: 1.377311 loss_mask_aux: 3.485294 loss_dice_aux: 2.808512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.173710 eta: 6:32:42 batch_cost: 0.6505 data_cost: 0.0023 ips: 12.2988 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:04:36] ppdet.engine.callbacks INFO: Epoch: [98] [ 30/264] learning_rate: 0.000100 loss_class: 1.907918 loss_bbox: 0.151359 loss_giou: 0.210136 loss_mask: 0.314922 loss_dice: 0.387453 loss_class_aux: 12.040135 loss_bbox_aux: 0.971394 loss_giou_aux: 1.371189 loss_mask_aux: 1.951132 loss_dice_aux: 2.370831 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496353 loss: 23.277956 eta: 6:32:31 batch_cost: 0.6102 data_cost: 0.0022 ips: 13.1108 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:04:42] ppdet.engine.callbacks INFO: Epoch: [98] [ 40/264] learning_rate: 0.000100 loss_class: 1.791263 loss_bbox: 0.158531 loss_giou: 0.212282 loss_mask: 0.415190 loss_dice: 0.446837 loss_class_aux: 11.624982 loss_bbox_aux: 1.039682 loss_giou_aux: 1.333056 loss_mask_aux: 2.513028 loss_dice_aux: 2.681145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.542578 loss: 23.298247 eta: 6:32:20 batch_cost: 0.6254 data_cost: 0.0020 ips: 12.7925 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:04:58] ppdet.engine.callbacks INFO: Epoch: [98] [ 50/264] learning_rate: 0.000100 loss_class: 2.135154 loss_bbox: 0.177750 loss_giou: 0.226087 loss_mask: 0.504548 loss_dice: 0.456569 loss_class_aux: 13.677319 loss_bbox_aux: 1.223851 loss_giou_aux: 1.461036 loss_mask_aux: 3.212520 loss_dice_aux: 2.703206 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.186790 eta: 6:32:18 batch_cost: 1.5968 data_cost: 0.0016 ips: 5.0100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:05:13] ppdet.engine.callbacks INFO: Epoch: [98] [ 60/264] learning_rate: 0.000100 loss_class: 2.431155 loss_bbox: 0.148040 loss_giou: 0.204895 loss_mask: 0.423382 loss_dice: 0.401565 loss_class_aux: 15.067352 loss_bbox_aux: 1.044495 loss_giou_aux: 1.351676 loss_mask_aux: 2.558266 loss_dice_aux: 2.462722 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.047213 eta: 6:32:16 batch_cost: 1.4756 data_cost: 0.0016 ips: 5.4215 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:05:29] ppdet.engine.callbacks INFO: Epoch: [98] [ 70/264] learning_rate: 0.000100 loss_class: 2.145648 loss_bbox: 0.157644 loss_giou: 0.230605 loss_mask: 0.380025 loss_dice: 0.421257 loss_class_aux: 13.806170 loss_bbox_aux: 1.065212 loss_giou_aux: 1.472252 loss_mask_aux: 2.354505 loss_dice_aux: 2.616870 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.782194 eta: 6:32:14 batch_cost: 1.5156 data_cost: 0.0014 ips: 5.2785 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:05:42] ppdet.engine.callbacks INFO: Epoch: [98] [ 80/264] learning_rate: 0.000100 loss_class: 2.051677 loss_bbox: 0.168565 loss_giou: 0.220556 loss_mask: 0.392496 loss_dice: 0.446174 loss_class_aux: 12.910149 loss_bbox_aux: 1.083890 loss_giou_aux: 1.424942 loss_mask_aux: 2.386360 loss_dice_aux: 2.693708 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.000417 eta: 6:32:10 batch_cost: 1.3466 data_cost: 0.0014 ips: 5.9411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:05:49] ppdet.engine.callbacks INFO: Epoch: [98] [ 90/264] learning_rate: 0.000100 loss_class: 2.011608 loss_bbox: 0.157936 loss_giou: 0.217611 loss_mask: 0.413276 loss_dice: 0.408339 loss_class_aux: 12.809856 loss_bbox_aux: 0.991097 loss_giou_aux: 1.425736 loss_mask_aux: 2.448364 loss_dice_aux: 2.536402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.353488 eta: 6:31:58 batch_cost: 0.5859 data_cost: 0.0019 ips: 13.6549 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:05:55] ppdet.engine.callbacks INFO: Epoch: [98] [100/264] learning_rate: 0.000100 loss_class: 1.873991 loss_bbox: 0.145373 loss_giou: 0.218560 loss_mask: 0.417386 loss_dice: 0.403394 loss_class_aux: 12.590233 loss_bbox_aux: 1.010595 loss_giou_aux: 1.408284 loss_mask_aux: 2.511396 loss_dice_aux: 2.483031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.110729 loss: 25.257865 eta: 6:31:46 batch_cost: 0.6105 data_cost: 0.0023 ips: 13.1031 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:01] ppdet.engine.callbacks INFO: Epoch: [98] [110/264] learning_rate: 0.000100 loss_class: 2.116110 loss_bbox: 0.216370 loss_giou: 0.231606 loss_mask: 0.535319 loss_dice: 0.435375 loss_class_aux: 13.488192 loss_bbox_aux: 1.430768 loss_giou_aux: 1.502744 loss_mask_aux: 3.342727 loss_dice_aux: 2.618271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.117143 eta: 6:31:35 batch_cost: 0.5745 data_cost: 0.0024 ips: 13.9249 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:07] ppdet.engine.callbacks INFO: Epoch: [98] [120/264] learning_rate: 0.000100 loss_class: 2.003383 loss_bbox: 0.164337 loss_giou: 0.234850 loss_mask: 0.422651 loss_dice: 0.479034 loss_class_aux: 13.913288 loss_bbox_aux: 1.102852 loss_giou_aux: 1.492214 loss_mask_aux: 2.554972 loss_dice_aux: 2.852592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.307245 eta: 6:31:23 batch_cost: 0.6061 data_cost: 0.0028 ips: 13.1996 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:13] ppdet.engine.callbacks INFO: Epoch: [98] [130/264] learning_rate: 0.000100 loss_class: 2.056668 loss_bbox: 0.156461 loss_giou: 0.211074 loss_mask: 0.463073 loss_dice: 0.448914 loss_class_aux: 12.995580 loss_bbox_aux: 1.060236 loss_giou_aux: 1.364439 loss_mask_aux: 2.741205 loss_dice_aux: 2.732270 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.954893 eta: 6:31:11 batch_cost: 0.5765 data_cost: 0.0020 ips: 13.8769 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:19] ppdet.engine.callbacks INFO: Epoch: [98] [140/264] learning_rate: 0.000100 loss_class: 2.084861 loss_bbox: 0.175565 loss_giou: 0.220906 loss_mask: 0.503554 loss_dice: 0.492673 loss_class_aux: 13.928476 loss_bbox_aux: 1.238593 loss_giou_aux: 1.494750 loss_mask_aux: 3.030455 loss_dice_aux: 2.978850 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.179008 eta: 6:30:59 batch_cost: 0.5607 data_cost: 0.0019 ips: 14.2673 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:25] ppdet.engine.callbacks INFO: Epoch: [98] [150/264] learning_rate: 0.000100 loss_class: 1.995146 loss_bbox: 0.171938 loss_giou: 0.226153 loss_mask: 0.424280 loss_dice: 0.471828 loss_class_aux: 13.424500 loss_bbox_aux: 1.135852 loss_giou_aux: 1.465391 loss_mask_aux: 2.586189 loss_dice_aux: 2.825948 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.463155 loss: 26.772920 eta: 6:30:47 batch_cost: 0.5607 data_cost: 0.0020 ips: 14.2677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:32] ppdet.engine.callbacks INFO: Epoch: [98] [160/264] learning_rate: 0.000100 loss_class: 2.380825 loss_bbox: 0.166374 loss_giou: 0.224439 loss_mask: 0.476424 loss_dice: 0.420821 loss_class_aux: 15.574211 loss_bbox_aux: 1.196984 loss_giou_aux: 1.536266 loss_mask_aux: 3.073839 loss_dice_aux: 2.667194 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.647744 eta: 6:30:36 batch_cost: 0.6166 data_cost: 0.0023 ips: 12.9748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:43] ppdet.engine.callbacks INFO: Epoch: [98] [170/264] learning_rate: 0.000100 loss_class: 2.104327 loss_bbox: 0.149263 loss_giou: 0.226057 loss_mask: 0.457894 loss_dice: 0.429469 loss_class_aux: 14.031056 loss_bbox_aux: 1.026859 loss_giou_aux: 1.409200 loss_mask_aux: 2.718930 loss_dice_aux: 2.607914 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.309900 eta: 6:30:29 batch_cost: 1.0693 data_cost: 0.0016 ips: 7.4814 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:06:58] ppdet.engine.callbacks INFO: Epoch: [98] [180/264] learning_rate: 0.000100 loss_class: 1.971039 loss_bbox: 0.156677 loss_giou: 0.205439 loss_mask: 0.412372 loss_dice: 0.425547 loss_class_aux: 12.708667 loss_bbox_aux: 1.060006 loss_giou_aux: 1.375795 loss_mask_aux: 2.660749 loss_dice_aux: 2.588770 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.416758 eta: 6:30:27 batch_cost: 1.5296 data_cost: 0.0015 ips: 5.2302 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:04] ppdet.engine.callbacks INFO: Epoch: [98] [190/264] learning_rate: 0.000100 loss_class: 2.411524 loss_bbox: 0.183941 loss_giou: 0.222765 loss_mask: 0.565173 loss_dice: 0.446421 loss_class_aux: 15.325434 loss_bbox_aux: 1.214538 loss_giou_aux: 1.413068 loss_mask_aux: 3.304128 loss_dice_aux: 2.730946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.392456 loss: 28.708908 eta: 6:30:15 batch_cost: 0.5653 data_cost: 0.0018 ips: 14.1528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:05] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:07:05] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:07:10] ppdet.engine.callbacks INFO: Epoch: [98] [200/264] learning_rate: 0.000100 loss_class: 2.250459 loss_bbox: 0.164467 loss_giou: 0.216621 loss_mask: 0.407983 loss_dice: 0.454135 loss_class_aux: 14.252619 loss_bbox_aux: 1.108297 loss_giou_aux: 1.414008 loss_mask_aux: 2.458597 loss_dice_aux: 2.856027 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.851029 eta: 6:30:03 batch_cost: 0.5835 data_cost: 0.0019 ips: 13.7115 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:17] ppdet.engine.callbacks INFO: Epoch: [98] [210/264] learning_rate: 0.000100 loss_class: 2.212894 loss_bbox: 0.179282 loss_giou: 0.201559 loss_mask: 0.486132 loss_dice: 0.440271 loss_class_aux: 14.967530 loss_bbox_aux: 1.225689 loss_giou_aux: 1.309918 loss_mask_aux: 3.025926 loss_dice_aux: 2.711916 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.797273 loss: 28.075033 eta: 6:29:52 batch_cost: 0.6362 data_cost: 0.0025 ips: 12.5740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:23] ppdet.engine.callbacks INFO: Epoch: [98] [220/264] learning_rate: 0.000100 loss_class: 2.067888 loss_bbox: 0.185351 loss_giou: 0.237432 loss_mask: 0.559362 loss_dice: 0.507719 loss_class_aux: 13.200724 loss_bbox_aux: 1.264331 loss_giou_aux: 1.494054 loss_mask_aux: 3.339933 loss_dice_aux: 3.044842 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.587960 loss: 28.022776 eta: 6:29:40 batch_cost: 0.5733 data_cost: 0.0020 ips: 13.9548 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:29] ppdet.engine.callbacks INFO: Epoch: [98] [230/264] learning_rate: 0.000100 loss_class: 1.916142 loss_bbox: 0.135216 loss_giou: 0.188292 loss_mask: 0.390026 loss_dice: 0.393508 loss_class_aux: 12.466147 loss_bbox_aux: 0.968070 loss_giou_aux: 1.224616 loss_mask_aux: 2.478621 loss_dice_aux: 2.318473 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.940310 eta: 6:29:28 batch_cost: 0.5765 data_cost: 0.0017 ips: 13.8757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:35] ppdet.engine.callbacks INFO: Epoch: [98] [240/264] learning_rate: 0.000100 loss_class: 2.241278 loss_bbox: 0.180893 loss_giou: 0.209046 loss_mask: 0.507093 loss_dice: 0.441412 loss_class_aux: 14.873475 loss_bbox_aux: 1.173409 loss_giou_aux: 1.359862 loss_mask_aux: 2.948460 loss_dice_aux: 2.681096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.144881 eta: 6:29:16 batch_cost: 0.5578 data_cost: 0.0016 ips: 14.3418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:40] ppdet.engine.callbacks INFO: Epoch: [98] [250/264] learning_rate: 0.000100 loss_class: 1.861416 loss_bbox: 0.144868 loss_giou: 0.211738 loss_mask: 0.396601 loss_dice: 0.419061 loss_class_aux: 11.773065 loss_bbox_aux: 0.958293 loss_giou_aux: 1.337465 loss_mask_aux: 2.398720 loss_dice_aux: 2.561503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.435822 loss: 23.664114 eta: 6:29:04 batch_cost: 0.5345 data_cost: 0.0016 ips: 14.9669 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:07:46] ppdet.engine.callbacks INFO: Epoch: [98] [260/264] learning_rate: 0.000100 loss_class: 2.286076 loss_bbox: 0.182252 loss_giou: 0.228221 loss_mask: 0.492692 loss_dice: 0.441552 loss_class_aux: 14.526773 loss_bbox_aux: 1.164079 loss_giou_aux: 1.443263 loss_mask_aux: 2.947134 loss_dice_aux: 2.687823 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.880567 eta: 6:28:52 batch_cost: 0.5915 data_cost: 0.0016 ips: 13.5248 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:08:33] ppdet.engine.callbacks INFO: Epoch: [99] [  0/264] learning_rate: 0.000100 loss_class: 2.068068 loss_bbox: 0.145151 loss_giou: 0.218208 loss_mask: 0.435748 loss_dice: 0.420808 loss_class_aux: 13.262826 loss_bbox_aux: 1.009308 loss_giou_aux: 1.403491 loss_mask_aux: 2.549833 loss_dice_aux: 2.543439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.595889 eta: 6:29:02 batch_cost: 1.9769 data_cost: 1.2636 ips: 4.0468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:08:49] ppdet.engine.callbacks INFO: Epoch: [99] [ 10/264] learning_rate: 0.000100 loss_class: 2.070941 loss_bbox: 0.128307 loss_giou: 0.221219 loss_mask: 0.368588 loss_dice: 0.432311 loss_class_aux: 13.043987 loss_bbox_aux: 0.904823 loss_giou_aux: 1.428897 loss_mask_aux: 2.297277 loss_dice_aux: 2.614802 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.717758 loss: 25.697988 eta: 6:28:59 batch_cost: 1.4869 data_cost: 0.0040 ips: 5.3805 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:08:59] ppdet.engine.callbacks INFO: Epoch: [99] [ 20/264] learning_rate: 0.000100 loss_class: 2.168557 loss_bbox: 0.154980 loss_giou: 0.218632 loss_mask: 0.476932 loss_dice: 0.442511 loss_class_aux: 13.707334 loss_bbox_aux: 1.087782 loss_giou_aux: 1.363987 loss_mask_aux: 2.961136 loss_dice_aux: 2.664533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.562958 eta: 6:28:52 batch_cost: 0.9959 data_cost: 0.0016 ips: 8.0332 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:05] ppdet.engine.callbacks INFO: Epoch: [99] [ 30/264] learning_rate: 0.000100 loss_class: 1.946063 loss_bbox: 0.156459 loss_giou: 0.207347 loss_mask: 0.456901 loss_dice: 0.408088 loss_class_aux: 12.248166 loss_bbox_aux: 1.069110 loss_giou_aux: 1.334008 loss_mask_aux: 2.837522 loss_dice_aux: 2.489776 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.245262 loss: 24.216768 eta: 6:28:40 batch_cost: 0.5743 data_cost: 0.0021 ips: 13.9293 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:11] ppdet.engine.callbacks INFO: Epoch: [99] [ 40/264] learning_rate: 0.000100 loss_class: 1.914971 loss_bbox: 0.143027 loss_giou: 0.199774 loss_mask: 0.367238 loss_dice: 0.390767 loss_class_aux: 13.073589 loss_bbox_aux: 0.986261 loss_giou_aux: 1.263334 loss_mask_aux: 2.365244 loss_dice_aux: 2.337993 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.729333 loss: 24.515363 eta: 6:28:28 batch_cost: 0.5879 data_cost: 0.0024 ips: 13.6072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:19] ppdet.engine.callbacks INFO: Epoch: [99] [ 50/264] learning_rate: 0.000100 loss_class: 2.301450 loss_bbox: 0.161499 loss_giou: 0.217013 loss_mask: 0.474811 loss_dice: 0.454096 loss_class_aux: 14.081426 loss_bbox_aux: 1.059811 loss_giou_aux: 1.402425 loss_mask_aux: 2.918465 loss_dice_aux: 2.714419 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.480080 loss: 26.451060 eta: 6:28:18 batch_cost: 0.7041 data_cost: 0.0021 ips: 11.3625 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:31] ppdet.engine.callbacks INFO: Epoch: [99] [ 60/264] learning_rate: 0.000100 loss_class: 1.993859 loss_bbox: 0.148779 loss_giou: 0.229681 loss_mask: 0.429193 loss_dice: 0.431200 loss_class_aux: 13.182715 loss_bbox_aux: 0.974560 loss_giou_aux: 1.477750 loss_mask_aux: 2.505452 loss_dice_aux: 2.687165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.541492 loss: 24.927801 eta: 6:28:12 batch_cost: 1.2161 data_cost: 0.0014 ips: 6.5783 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:43] ppdet.engine.callbacks INFO: Epoch: [99] [ 70/264] learning_rate: 0.000100 loss_class: 2.149070 loss_bbox: 0.168371 loss_giou: 0.211184 loss_mask: 0.448965 loss_dice: 0.422245 loss_class_aux: 13.372393 loss_bbox_aux: 1.110011 loss_giou_aux: 1.393144 loss_mask_aux: 2.725734 loss_dice_aux: 2.550724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.040156 eta: 6:28:06 batch_cost: 1.1434 data_cost: 0.0014 ips: 6.9968 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:50] ppdet.engine.callbacks INFO: Epoch: [99] [ 80/264] learning_rate: 0.000100 loss_class: 2.088652 loss_bbox: 0.148492 loss_giou: 0.201029 loss_mask: 0.390870 loss_dice: 0.391384 loss_class_aux: 12.744986 loss_bbox_aux: 0.982054 loss_giou_aux: 1.287722 loss_mask_aux: 2.360707 loss_dice_aux: 2.330871 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.672771 eta: 6:27:56 batch_cost: 0.6928 data_cost: 0.0016 ips: 11.5481 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:09:56] ppdet.engine.callbacks INFO: Epoch: [99] [ 90/264] learning_rate: 0.000100 loss_class: 1.940544 loss_bbox: 0.158156 loss_giou: 0.212914 loss_mask: 0.414361 loss_dice: 0.406619 loss_class_aux: 12.554626 loss_bbox_aux: 1.066547 loss_giou_aux: 1.373207 loss_mask_aux: 2.491230 loss_dice_aux: 2.398403 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.825168 eta: 6:27:44 batch_cost: 0.5939 data_cost: 0.0020 ips: 13.4714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:03] ppdet.engine.callbacks INFO: Epoch: [99] [100/264] learning_rate: 0.000100 loss_class: 2.028116 loss_bbox: 0.167127 loss_giou: 0.224034 loss_mask: 0.465148 loss_dice: 0.438947 loss_class_aux: 13.352668 loss_bbox_aux: 1.082806 loss_giou_aux: 1.459030 loss_mask_aux: 2.894053 loss_dice_aux: 2.619120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583974 loss: 25.092042 eta: 6:27:33 batch_cost: 0.6310 data_cost: 0.0026 ips: 12.6778 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:08] ppdet.engine.callbacks INFO: Epoch: [99] [110/264] learning_rate: 0.000100 loss_class: 2.270275 loss_bbox: 0.152583 loss_giou: 0.238192 loss_mask: 0.391834 loss_dice: 0.446841 loss_class_aux: 14.315580 loss_bbox_aux: 1.027250 loss_giou_aux: 1.473099 loss_mask_aux: 2.386852 loss_dice_aux: 2.704463 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.769380 loss: 27.034356 eta: 6:27:21 batch_cost: 0.5327 data_cost: 0.0019 ips: 15.0192 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:18] ppdet.engine.callbacks INFO: Epoch: [99] [120/264] learning_rate: 0.000100 loss_class: 1.908948 loss_bbox: 0.179455 loss_giou: 0.202916 loss_mask: 0.352994 loss_dice: 0.373263 loss_class_aux: 12.248362 loss_bbox_aux: 1.107521 loss_giou_aux: 1.274255 loss_mask_aux: 2.144983 loss_dice_aux: 2.277483 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.344867 eta: 6:27:12 batch_cost: 0.9188 data_cost: 0.0018 ips: 8.7069 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:31] ppdet.engine.callbacks INFO: Epoch: [99] [130/264] learning_rate: 0.000100 loss_class: 1.912367 loss_bbox: 0.149398 loss_giou: 0.226461 loss_mask: 0.359600 loss_dice: 0.456561 loss_class_aux: 12.488797 loss_bbox_aux: 0.995303 loss_giou_aux: 1.452911 loss_mask_aux: 2.184169 loss_dice_aux: 2.755675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.965630 eta: 6:27:08 batch_cost: 1.3388 data_cost: 0.0014 ips: 5.9756 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:41] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:10:41] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:10:41] ppdet.engine.callbacks INFO: Epoch: [99] [140/264] learning_rate: 0.000100 loss_class: 2.022170 loss_bbox: 0.165379 loss_giou: 0.199194 loss_mask: 0.434460 loss_dice: 0.404052 loss_class_aux: 13.051452 loss_bbox_aux: 1.068671 loss_giou_aux: 1.276230 loss_mask_aux: 2.606079 loss_dice_aux: 2.487937 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.192782 eta: 6:27:00 batch_cost: 0.9688 data_cost: 0.0015 ips: 8.2572 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:47] ppdet.engine.callbacks INFO: Epoch: [99] [150/264] learning_rate: 0.000100 loss_class: 2.100380 loss_bbox: 0.166503 loss_giou: 0.204253 loss_mask: 0.476065 loss_dice: 0.400772 loss_class_aux: 13.477916 loss_bbox_aux: 1.061946 loss_giou_aux: 1.290988 loss_mask_aux: 2.824460 loss_dice_aux: 2.502510 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.570691 eta: 6:26:49 batch_cost: 0.5729 data_cost: 0.0019 ips: 13.9635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:53] ppdet.engine.callbacks INFO: Epoch: [99] [160/264] learning_rate: 0.000100 loss_class: 2.065654 loss_bbox: 0.161934 loss_giou: 0.216815 loss_mask: 0.460306 loss_dice: 0.396601 loss_class_aux: 13.340755 loss_bbox_aux: 1.057562 loss_giou_aux: 1.336171 loss_mask_aux: 2.738431 loss_dice_aux: 2.417295 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.317555 eta: 6:26:37 batch_cost: 0.5721 data_cost: 0.0023 ips: 13.9845 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:10:59] ppdet.engine.callbacks INFO: Epoch: [99] [170/264] learning_rate: 0.000100 loss_class: 1.953595 loss_bbox: 0.135206 loss_giou: 0.211601 loss_mask: 0.350288 loss_dice: 0.381686 loss_class_aux: 12.093547 loss_bbox_aux: 0.914738 loss_giou_aux: 1.328132 loss_mask_aux: 2.053961 loss_dice_aux: 2.267517 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.358101 eta: 6:26:25 batch_cost: 0.5792 data_cost: 0.0021 ips: 13.8124 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:05] ppdet.engine.callbacks INFO: Epoch: [99] [180/264] learning_rate: 0.000100 loss_class: 2.387101 loss_bbox: 0.189080 loss_giou: 0.211585 loss_mask: 0.516033 loss_dice: 0.462491 loss_class_aux: 15.389075 loss_bbox_aux: 1.212674 loss_giou_aux: 1.372620 loss_mask_aux: 3.220676 loss_dice_aux: 2.850207 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.131901 eta: 6:26:13 batch_cost: 0.5776 data_cost: 0.0019 ips: 13.8506 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:11] ppdet.engine.callbacks INFO: Epoch: [99] [190/264] learning_rate: 0.000100 loss_class: 1.836266 loss_bbox: 0.157943 loss_giou: 0.208654 loss_mask: 0.367142 loss_dice: 0.402089 loss_class_aux: 11.906023 loss_bbox_aux: 1.078511 loss_giou_aux: 1.334801 loss_mask_aux: 2.424677 loss_dice_aux: 2.397539 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.154491 eta: 6:26:02 batch_cost: 0.5733 data_cost: 0.0022 ips: 13.9536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:18] ppdet.engine.callbacks INFO: Epoch: [99] [200/264] learning_rate: 0.000100 loss_class: 2.102173 loss_bbox: 0.154533 loss_giou: 0.235588 loss_mask: 0.404815 loss_dice: 0.470585 loss_class_aux: 12.962904 loss_bbox_aux: 1.059127 loss_giou_aux: 1.552880 loss_mask_aux: 2.454916 loss_dice_aux: 2.875848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.812099 loss: 25.934166 eta: 6:25:50 batch_cost: 0.6099 data_cost: 0.0025 ips: 13.1167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:24] ppdet.engine.callbacks INFO: Epoch: [99] [210/264] learning_rate: 0.000100 loss_class: 1.903954 loss_bbox: 0.160003 loss_giou: 0.192387 loss_mask: 0.435415 loss_dice: 0.376608 loss_class_aux: 12.209866 loss_bbox_aux: 1.063772 loss_giou_aux: 1.264517 loss_mask_aux: 2.728106 loss_dice_aux: 2.349852 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.749942 eta: 6:25:38 batch_cost: 0.5531 data_cost: 0.0019 ips: 14.4627 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:29] ppdet.engine.callbacks INFO: Epoch: [99] [220/264] learning_rate: 0.000100 loss_class: 2.101514 loss_bbox: 0.150066 loss_giou: 0.215864 loss_mask: 0.478745 loss_dice: 0.426711 loss_class_aux: 13.193986 loss_bbox_aux: 1.044824 loss_giou_aux: 1.424923 loss_mask_aux: 2.896440 loss_dice_aux: 2.648623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.574710 eta: 6:25:26 batch_cost: 0.5373 data_cost: 0.0018 ips: 14.8901 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:35] ppdet.engine.callbacks INFO: Epoch: [99] [230/264] learning_rate: 0.000100 loss_class: 1.805815 loss_bbox: 0.129736 loss_giou: 0.216086 loss_mask: 0.334139 loss_dice: 0.419653 loss_class_aux: 11.703045 loss_bbox_aux: 0.865238 loss_giou_aux: 1.389811 loss_mask_aux: 2.012091 loss_dice_aux: 2.555404 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.410899 loss: 22.868431 eta: 6:25:14 batch_cost: 0.5791 data_cost: 0.0016 ips: 13.8141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:41] ppdet.engine.callbacks INFO: Epoch: [99] [240/264] learning_rate: 0.000100 loss_class: 2.274952 loss_bbox: 0.145497 loss_giou: 0.225051 loss_mask: 0.406806 loss_dice: 0.444899 loss_class_aux: 14.116894 loss_bbox_aux: 0.968304 loss_giou_aux: 1.451314 loss_mask_aux: 2.512684 loss_dice_aux: 2.708877 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.276326 eta: 6:25:03 batch_cost: 0.5918 data_cost: 0.0015 ips: 13.5171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:47] ppdet.engine.callbacks INFO: Epoch: [99] [250/264] learning_rate: 0.000100 loss_class: 2.266127 loss_bbox: 0.170091 loss_giou: 0.237915 loss_mask: 0.492930 loss_dice: 0.454502 loss_class_aux: 14.499760 loss_bbox_aux: 1.133615 loss_giou_aux: 1.553285 loss_mask_aux: 2.713435 loss_dice_aux: 2.690379 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.736658 eta: 6:24:51 batch_cost: 0.5537 data_cost: 0.0015 ips: 14.4491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:11:53] ppdet.engine.callbacks INFO: Epoch: [99] [260/264] learning_rate: 0.000100 loss_class: 2.019204 loss_bbox: 0.153767 loss_giou: 0.209541 loss_mask: 0.417085 loss_dice: 0.407723 loss_class_aux: 12.566019 loss_bbox_aux: 1.038405 loss_giou_aux: 1.311026 loss_mask_aux: 2.545553 loss_dice_aux: 2.366351 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.409424 loss: 24.594028 eta: 6:24:39 batch_cost: 0.5716 data_cost: 0.0015 ips: 13.9954 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:12:27] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/99
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:12:32] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/99/inference/inference.yml
[05/14 02:12:32] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 02:12:33] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/99/inference
[05/14 02:12:36] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 02:12:45] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 02:12:53] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 02:12:56] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:12:56] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.69s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.720
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.625
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 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 ] = 0.400
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.735
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.784
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784
[05/14 02:12:58] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.319818625960735
[05/14 02:12:58] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 02:12:58] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/99
[05/14 02:12:58] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 02:12:58] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 02:13:02] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:13:08] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 02:13:08] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 02:13:08] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 02:13:22] ppdet.engine.callbacks INFO: Epoch: [100] [  0/264] learning_rate: 0.000100 loss_class: 2.108433 loss_bbox: 0.154361 loss_giou: 0.206423 loss_mask: 0.469672 loss_dice: 0.423501 loss_class_aux: 13.700554 loss_bbox_aux: 1.051120 loss_giou_aux: 1.301658 loss_mask_aux: 2.722655 loss_dice_aux: 2.532250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.844995 eta: 6:24:46 batch_cost: 1.7853 data_cost: 1.1412 ips: 4.4810 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:13:34] ppdet.engine.callbacks INFO: Epoch: [100] [ 10/264] learning_rate: 0.000100 loss_class: 2.050378 loss_bbox: 0.167189 loss_giou: 0.219228 loss_mask: 0.469317 loss_dice: 0.423377 loss_class_aux: 13.636591 loss_bbox_aux: 1.087818 loss_giou_aux: 1.395213 loss_mask_aux: 2.934808 loss_dice_aux: 2.578845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.519518 loss: 25.963767 eta: 6:24:40 batch_cost: 1.0694 data_cost: 0.1756 ips: 7.4810 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:13:41] ppdet.engine.callbacks INFO: Epoch: [100] [ 20/264] learning_rate: 0.000100 loss_class: 1.918039 loss_bbox: 0.117794 loss_giou: 0.200330 loss_mask: 0.336245 loss_dice: 0.354730 loss_class_aux: 12.693330 loss_bbox_aux: 0.849384 loss_giou_aux: 1.303357 loss_mask_aux: 2.016683 loss_dice_aux: 2.197835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.639652 eta: 6:24:29 batch_cost: 0.7052 data_cost: 0.0053 ips: 11.3442 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:13:48] ppdet.engine.callbacks INFO: Epoch: [100] [ 30/264] learning_rate: 0.000100 loss_class: 2.089990 loss_bbox: 0.134157 loss_giou: 0.216397 loss_mask: 0.404452 loss_dice: 0.406256 loss_class_aux: 13.536121 loss_bbox_aux: 0.951668 loss_giou_aux: 1.396239 loss_mask_aux: 2.351684 loss_dice_aux: 2.473264 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.496601 eta: 6:24:18 batch_cost: 0.6303 data_cost: 0.0025 ips: 12.6926 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:13:54] ppdet.engine.callbacks INFO: Epoch: [100] [ 40/264] learning_rate: 0.000100 loss_class: 2.005288 loss_bbox: 0.187592 loss_giou: 0.226471 loss_mask: 0.465979 loss_dice: 0.458673 loss_class_aux: 13.278222 loss_bbox_aux: 1.196300 loss_giou_aux: 1.460578 loss_mask_aux: 2.730891 loss_dice_aux: 2.733258 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.131037 eta: 6:24:07 batch_cost: 0.6023 data_cost: 0.0025 ips: 13.2824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:00] ppdet.engine.callbacks INFO: Epoch: [100] [ 50/264] learning_rate: 0.000100 loss_class: 2.154146 loss_bbox: 0.168866 loss_giou: 0.222238 loss_mask: 0.459500 loss_dice: 0.440994 loss_class_aux: 13.677504 loss_bbox_aux: 1.088459 loss_giou_aux: 1.419015 loss_mask_aux: 2.767797 loss_dice_aux: 2.613981 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.325051 eta: 6:23:55 batch_cost: 0.5985 data_cost: 0.0023 ips: 13.3658 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:07] ppdet.engine.callbacks INFO: Epoch: [100] [ 60/264] learning_rate: 0.000100 loss_class: 2.056353 loss_bbox: 0.131866 loss_giou: 0.188248 loss_mask: 0.360130 loss_dice: 0.412542 loss_class_aux: 13.441898 loss_bbox_aux: 0.939853 loss_giou_aux: 1.292392 loss_mask_aux: 2.162321 loss_dice_aux: 2.491917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.639925 loss: 25.441124 eta: 6:23:43 batch_cost: 0.5836 data_cost: 0.0022 ips: 13.7077 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:13] ppdet.engine.callbacks INFO: Epoch: [100] [ 70/264] learning_rate: 0.000100 loss_class: 1.931668 loss_bbox: 0.154703 loss_giou: 0.206660 loss_mask: 0.480254 loss_dice: 0.428142 loss_class_aux: 12.211443 loss_bbox_aux: 1.036407 loss_giou_aux: 1.343515 loss_mask_aux: 2.677013 loss_dice_aux: 2.617012 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.666100 loss: 25.693526 eta: 6:23:32 batch_cost: 0.5961 data_cost: 0.0024 ips: 13.4201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:19] ppdet.engine.callbacks INFO: Epoch: [100] [ 80/264] learning_rate: 0.000100 loss_class: 2.015216 loss_bbox: 0.160769 loss_giou: 0.209751 loss_mask: 0.447341 loss_dice: 0.399898 loss_class_aux: 12.873667 loss_bbox_aux: 1.106789 loss_giou_aux: 1.417118 loss_mask_aux: 2.919761 loss_dice_aux: 2.551473 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.744611 loss: 24.340315 eta: 6:23:20 batch_cost: 0.5839 data_cost: 0.0020 ips: 13.7010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:25] ppdet.engine.callbacks INFO: Epoch: [100] [ 90/264] learning_rate: 0.000100 loss_class: 2.190226 loss_bbox: 0.179451 loss_giou: 0.244588 loss_mask: 0.474551 loss_dice: 0.471873 loss_class_aux: 13.638623 loss_bbox_aux: 1.175164 loss_giou_aux: 1.555497 loss_mask_aux: 2.966295 loss_dice_aux: 2.885569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.401940 eta: 6:23:09 batch_cost: 0.6034 data_cost: 0.0023 ips: 13.2587 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:31] ppdet.engine.callbacks INFO: Epoch: [100] [100/264] learning_rate: 0.000100 loss_class: 2.119530 loss_bbox: 0.165991 loss_giou: 0.209127 loss_mask: 0.494315 loss_dice: 0.425755 loss_class_aux: 13.580740 loss_bbox_aux: 1.141080 loss_giou_aux: 1.381555 loss_mask_aux: 2.918639 loss_dice_aux: 2.639299 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.982050 loss: 26.274998 eta: 6:22:57 batch_cost: 0.5712 data_cost: 0.0021 ips: 14.0056 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:37] ppdet.engine.callbacks INFO: Epoch: [100] [110/264] learning_rate: 0.000100 loss_class: 1.989414 loss_bbox: 0.141919 loss_giou: 0.222904 loss_mask: 0.375110 loss_dice: 0.398624 loss_class_aux: 12.685675 loss_bbox_aux: 0.930747 loss_giou_aux: 1.391200 loss_mask_aux: 2.223754 loss_dice_aux: 2.397202 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.802250 eta: 6:22:46 batch_cost: 0.5844 data_cost: 0.0023 ips: 13.6885 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:43] ppdet.engine.callbacks INFO: Epoch: [100] [120/264] learning_rate: 0.000100 loss_class: 2.337886 loss_bbox: 0.177986 loss_giou: 0.222674 loss_mask: 0.476401 loss_dice: 0.485340 loss_class_aux: 15.226078 loss_bbox_aux: 1.173385 loss_giou_aux: 1.441942 loss_mask_aux: 2.786633 loss_dice_aux: 2.971519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.835450 eta: 6:22:34 batch_cost: 0.5865 data_cost: 0.0020 ips: 13.6406 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:50] ppdet.engine.callbacks INFO: Epoch: [100] [130/264] learning_rate: 0.000100 loss_class: 2.183283 loss_bbox: 0.175916 loss_giou: 0.232127 loss_mask: 0.485915 loss_dice: 0.440355 loss_class_aux: 14.393531 loss_bbox_aux: 1.182670 loss_giou_aux: 1.458642 loss_mask_aux: 3.046386 loss_dice_aux: 2.631380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.163211 eta: 6:22:23 batch_cost: 0.6270 data_cost: 0.0027 ips: 12.7585 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:14:56] ppdet.engine.callbacks INFO: Epoch: [100] [140/264] learning_rate: 0.000100 loss_class: 1.950781 loss_bbox: 0.139130 loss_giou: 0.191068 loss_mask: 0.406202 loss_dice: 0.382735 loss_class_aux: 12.589656 loss_bbox_aux: 1.008070 loss_giou_aux: 1.263458 loss_mask_aux: 2.445896 loss_dice_aux: 2.333426 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.223997 eta: 6:22:11 batch_cost: 0.5695 data_cost: 0.0022 ips: 14.0482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:02] ppdet.engine.callbacks INFO: Epoch: [100] [150/264] learning_rate: 0.000100 loss_class: 1.899386 loss_bbox: 0.154447 loss_giou: 0.212179 loss_mask: 0.401391 loss_dice: 0.384836 loss_class_aux: 11.980053 loss_bbox_aux: 1.041684 loss_giou_aux: 1.361856 loss_mask_aux: 2.422317 loss_dice_aux: 2.342502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.903319 eta: 6:21:59 batch_cost: 0.5838 data_cost: 0.0020 ips: 13.7043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:08] ppdet.engine.callbacks INFO: Epoch: [100] [160/264] learning_rate: 0.000100 loss_class: 1.971874 loss_bbox: 0.148237 loss_giou: 0.204193 loss_mask: 0.429746 loss_dice: 0.421471 loss_class_aux: 12.584017 loss_bbox_aux: 0.976856 loss_giou_aux: 1.363866 loss_mask_aux: 2.672532 loss_dice_aux: 2.576439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.898607 loss: 24.263084 eta: 6:21:48 batch_cost: 0.5804 data_cost: 0.0020 ips: 13.7841 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:14] ppdet.engine.callbacks INFO: Epoch: [100] [170/264] learning_rate: 0.000100 loss_class: 2.174039 loss_bbox: 0.167425 loss_giou: 0.241056 loss_mask: 0.421299 loss_dice: 0.431179 loss_class_aux: 14.084653 loss_bbox_aux: 1.093327 loss_giou_aux: 1.536957 loss_mask_aux: 2.521351 loss_dice_aux: 2.757306 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.593450 eta: 6:21:36 batch_cost: 0.5729 data_cost: 0.0020 ips: 13.9643 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:21] ppdet.engine.callbacks INFO: Epoch: [100] [180/264] learning_rate: 0.000100 loss_class: 2.205514 loss_bbox: 0.177298 loss_giou: 0.223552 loss_mask: 0.481802 loss_dice: 0.424440 loss_class_aux: 14.114362 loss_bbox_aux: 1.173415 loss_giou_aux: 1.455167 loss_mask_aux: 3.052467 loss_dice_aux: 2.587834 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.381045 loss: 27.046633 eta: 6:21:25 batch_cost: 0.6123 data_cost: 0.0027 ips: 13.0650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:28] ppdet.engine.callbacks INFO: Epoch: [100] [190/264] learning_rate: 0.000100 loss_class: 2.027761 loss_bbox: 0.158293 loss_giou: 0.209427 loss_mask: 0.399212 loss_dice: 0.409884 loss_class_aux: 12.850115 loss_bbox_aux: 1.067648 loss_giou_aux: 1.361861 loss_mask_aux: 2.398077 loss_dice_aux: 2.545573 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.639965 eta: 6:21:14 batch_cost: 0.6447 data_cost: 0.0023 ips: 12.4092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:28] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:15:28] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:15:34] ppdet.engine.callbacks INFO: Epoch: [100] [200/264] learning_rate: 0.000100 loss_class: 2.074370 loss_bbox: 0.163132 loss_giou: 0.202196 loss_mask: 0.424498 loss_dice: 0.432502 loss_class_aux: 12.973031 loss_bbox_aux: 1.113449 loss_giou_aux: 1.290639 loss_mask_aux: 2.707976 loss_dice_aux: 2.558402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.018492 loss: 27.598273 eta: 6:21:02 batch_cost: 0.5773 data_cost: 0.0021 ips: 13.8584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:40] ppdet.engine.callbacks INFO: Epoch: [100] [210/264] learning_rate: 0.000100 loss_class: 2.136359 loss_bbox: 0.162225 loss_giou: 0.207577 loss_mask: 0.438045 loss_dice: 0.409327 loss_class_aux: 13.781370 loss_bbox_aux: 1.079319 loss_giou_aux: 1.349015 loss_mask_aux: 2.637489 loss_dice_aux: 2.513655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.562507 eta: 6:20:51 batch_cost: 0.5720 data_cost: 0.0020 ips: 13.9863 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:46] ppdet.engine.callbacks INFO: Epoch: [100] [220/264] learning_rate: 0.000100 loss_class: 1.990425 loss_bbox: 0.175032 loss_giou: 0.193352 loss_mask: 0.431802 loss_dice: 0.417226 loss_class_aux: 12.534753 loss_bbox_aux: 1.176951 loss_giou_aux: 1.279758 loss_mask_aux: 2.572848 loss_dice_aux: 2.512263 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.428239 loss: 23.687488 eta: 6:20:39 batch_cost: 0.5833 data_cost: 0.0021 ips: 13.7144 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:52] ppdet.engine.callbacks INFO: Epoch: [100] [230/264] learning_rate: 0.000100 loss_class: 1.988608 loss_bbox: 0.144590 loss_giou: 0.222555 loss_mask: 0.428104 loss_dice: 0.431487 loss_class_aux: 12.292749 loss_bbox_aux: 1.007748 loss_giou_aux: 1.462072 loss_mask_aux: 2.524940 loss_dice_aux: 2.650520 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.693338 eta: 6:20:27 batch_cost: 0.5717 data_cost: 0.0016 ips: 13.9933 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:15:58] ppdet.engine.callbacks INFO: Epoch: [100] [240/264] learning_rate: 0.000100 loss_class: 2.030873 loss_bbox: 0.143014 loss_giou: 0.221473 loss_mask: 0.306445 loss_dice: 0.394066 loss_class_aux: 13.486898 loss_bbox_aux: 0.947778 loss_giou_aux: 1.417200 loss_mask_aux: 2.020535 loss_dice_aux: 2.405121 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.839350 eta: 6:20:16 batch_cost: 0.5777 data_cost: 0.0016 ips: 13.8483 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:16:03] ppdet.engine.callbacks INFO: Epoch: [100] [250/264] learning_rate: 0.000100 loss_class: 1.962677 loss_bbox: 0.138790 loss_giou: 0.199184 loss_mask: 0.366248 loss_dice: 0.386305 loss_class_aux: 12.803487 loss_bbox_aux: 0.967094 loss_giou_aux: 1.305503 loss_mask_aux: 2.273196 loss_dice_aux: 2.351763 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.491675 eta: 6:20:04 batch_cost: 0.5459 data_cost: 0.0015 ips: 14.6559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:16:09] ppdet.engine.callbacks INFO: Epoch: [100] [260/264] learning_rate: 0.000100 loss_class: 2.237990 loss_bbox: 0.171057 loss_giou: 0.237943 loss_mask: 0.442590 loss_dice: 0.443728 loss_class_aux: 14.315599 loss_bbox_aux: 1.165768 loss_giou_aux: 1.494178 loss_mask_aux: 2.790208 loss_dice_aux: 2.708346 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.835251 loss: 27.655010 eta: 6:19:52 batch_cost: 0.5593 data_cost: 0.0015 ips: 14.3045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:00] ppdet.engine.callbacks INFO: Epoch: [101] [  0/264] learning_rate: 0.000100 loss_class: 2.109749 loss_bbox: 0.167223 loss_giou: 0.228082 loss_mask: 0.417869 loss_dice: 0.439565 loss_class_aux: 13.408941 loss_bbox_aux: 1.075716 loss_giou_aux: 1.451512 loss_mask_aux: 2.545562 loss_dice_aux: 2.666195 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.701885 loss: 25.150089 eta: 6:20:04 batch_cost: 2.3073 data_cost: 1.6500 ips: 3.4673 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:08] ppdet.engine.callbacks INFO: Epoch: [101] [ 10/264] learning_rate: 0.000100 loss_class: 2.057309 loss_bbox: 0.149792 loss_giou: 0.191743 loss_mask: 0.381186 loss_dice: 0.379006 loss_class_aux: 13.098630 loss_bbox_aux: 1.040904 loss_giou_aux: 1.260193 loss_mask_aux: 2.340491 loss_dice_aux: 2.323257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.725305 eta: 6:19:55 batch_cost: 0.7807 data_cost: 0.0034 ips: 10.2475 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:15] ppdet.engine.callbacks INFO: Epoch: [101] [ 20/264] learning_rate: 0.000100 loss_class: 1.855437 loss_bbox: 0.132844 loss_giou: 0.185021 loss_mask: 0.402582 loss_dice: 0.374159 loss_class_aux: 11.971745 loss_bbox_aux: 0.882892 loss_giou_aux: 1.222041 loss_mask_aux: 2.462501 loss_dice_aux: 2.291229 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.699707 eta: 6:19:44 batch_cost: 0.6642 data_cost: 0.0026 ips: 12.0447 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:22] ppdet.engine.callbacks INFO: Epoch: [101] [ 30/264] learning_rate: 0.000100 loss_class: 1.851693 loss_bbox: 0.141418 loss_giou: 0.203514 loss_mask: 0.369405 loss_dice: 0.395444 loss_class_aux: 11.947288 loss_bbox_aux: 0.976275 loss_giou_aux: 1.302655 loss_mask_aux: 2.228757 loss_dice_aux: 2.390027 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.985194 eta: 6:19:32 batch_cost: 0.6055 data_cost: 0.0020 ips: 13.2129 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:28] ppdet.engine.callbacks INFO: Epoch: [101] [ 40/264] learning_rate: 0.000100 loss_class: 2.008376 loss_bbox: 0.120986 loss_giou: 0.197888 loss_mask: 0.291579 loss_dice: 0.360608 loss_class_aux: 12.791425 loss_bbox_aux: 0.826323 loss_giou_aux: 1.318628 loss_mask_aux: 2.053809 loss_dice_aux: 2.274154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.454438 eta: 6:19:21 batch_cost: 0.5777 data_cost: 0.0019 ips: 13.8479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:34] ppdet.engine.callbacks INFO: Epoch: [101] [ 50/264] learning_rate: 0.000100 loss_class: 2.245190 loss_bbox: 0.184440 loss_giou: 0.228031 loss_mask: 0.504103 loss_dice: 0.425675 loss_class_aux: 14.287990 loss_bbox_aux: 1.217026 loss_giou_aux: 1.412812 loss_mask_aux: 3.066518 loss_dice_aux: 2.579019 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.502386 loss: 27.348984 eta: 6:19:09 batch_cost: 0.5979 data_cost: 0.0020 ips: 13.3809 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:40] ppdet.engine.callbacks INFO: Epoch: [101] [ 60/264] learning_rate: 0.000100 loss_class: 2.030108 loss_bbox: 0.154789 loss_giou: 0.210198 loss_mask: 0.402452 loss_dice: 0.438501 loss_class_aux: 12.824301 loss_bbox_aux: 1.047600 loss_giou_aux: 1.378561 loss_mask_aux: 2.472647 loss_dice_aux: 2.626055 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.244974 eta: 6:18:58 batch_cost: 0.5712 data_cost: 0.0020 ips: 14.0066 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:46] ppdet.engine.callbacks INFO: Epoch: [101] [ 70/264] learning_rate: 0.000100 loss_class: 1.940014 loss_bbox: 0.150512 loss_giou: 0.222147 loss_mask: 0.384584 loss_dice: 0.416477 loss_class_aux: 12.244831 loss_bbox_aux: 0.973694 loss_giou_aux: 1.415730 loss_mask_aux: 2.346838 loss_dice_aux: 2.481262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.426399 loss: 22.881123 eta: 6:18:46 batch_cost: 0.5962 data_cost: 0.0020 ips: 13.4174 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:53] ppdet.engine.callbacks INFO: Epoch: [101] [ 80/264] learning_rate: 0.000100 loss_class: 1.977106 loss_bbox: 0.128753 loss_giou: 0.192333 loss_mask: 0.432164 loss_dice: 0.415218 loss_class_aux: 13.145033 loss_bbox_aux: 0.913328 loss_giou_aux: 1.196590 loss_mask_aux: 2.659652 loss_dice_aux: 2.466752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.278177 eta: 6:18:35 batch_cost: 0.6029 data_cost: 0.0020 ips: 13.2686 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:17:58] ppdet.engine.callbacks INFO: Epoch: [101] [ 90/264] learning_rate: 0.000100 loss_class: 2.101976 loss_bbox: 0.169385 loss_giou: 0.212206 loss_mask: 0.489488 loss_dice: 0.432324 loss_class_aux: 13.540865 loss_bbox_aux: 1.079678 loss_giou_aux: 1.376707 loss_mask_aux: 2.855775 loss_dice_aux: 2.559246 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.393981 loss: 25.593739 eta: 6:18:23 batch_cost: 0.5287 data_cost: 0.0020 ips: 15.1307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:05] ppdet.engine.callbacks INFO: Epoch: [101] [100/264] learning_rate: 0.000100 loss_class: 2.112607 loss_bbox: 0.159969 loss_giou: 0.214869 loss_mask: 0.415288 loss_dice: 0.397721 loss_class_aux: 14.157954 loss_bbox_aux: 1.090100 loss_giou_aux: 1.398104 loss_mask_aux: 2.522583 loss_dice_aux: 2.402007 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.533512 eta: 6:18:12 batch_cost: 0.6681 data_cost: 0.0027 ips: 11.9737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:11] ppdet.engine.callbacks INFO: Epoch: [101] [110/264] learning_rate: 0.000100 loss_class: 2.189851 loss_bbox: 0.147009 loss_giou: 0.230914 loss_mask: 0.358727 loss_dice: 0.434731 loss_class_aux: 13.401601 loss_bbox_aux: 0.994931 loss_giou_aux: 1.464612 loss_mask_aux: 2.172248 loss_dice_aux: 2.602910 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.708623 loss: 25.008650 eta: 6:18:01 batch_cost: 0.5831 data_cost: 0.0021 ips: 13.7196 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:18] ppdet.engine.callbacks INFO: Epoch: [101] [120/264] learning_rate: 0.000100 loss_class: 2.093370 loss_bbox: 0.158221 loss_giou: 0.226977 loss_mask: 0.497933 loss_dice: 0.454594 loss_class_aux: 13.616794 loss_bbox_aux: 1.076832 loss_giou_aux: 1.454203 loss_mask_aux: 3.185168 loss_dice_aux: 2.700039 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.128252 eta: 6:17:50 batch_cost: 0.6169 data_cost: 0.0020 ips: 12.9689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:20] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:18:20] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:18:24] ppdet.engine.callbacks INFO: Epoch: [101] [130/264] learning_rate: 0.000100 loss_class: 1.876262 loss_bbox: 0.166518 loss_giou: 0.202739 loss_mask: 0.401989 loss_dice: 0.421074 loss_class_aux: 11.654215 loss_bbox_aux: 1.127796 loss_giou_aux: 1.318851 loss_mask_aux: 2.606981 loss_dice_aux: 2.579594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.480731 eta: 6:17:38 batch_cost: 0.5643 data_cost: 0.0020 ips: 14.1758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:30] ppdet.engine.callbacks INFO: Epoch: [101] [140/264] learning_rate: 0.000100 loss_class: 1.935569 loss_bbox: 0.146158 loss_giou: 0.201363 loss_mask: 0.412036 loss_dice: 0.409112 loss_class_aux: 12.050783 loss_bbox_aux: 0.924894 loss_giou_aux: 1.279037 loss_mask_aux: 2.429806 loss_dice_aux: 2.458142 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.716350 eta: 6:17:27 batch_cost: 0.6034 data_cost: 0.0021 ips: 13.2586 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:36] ppdet.engine.callbacks INFO: Epoch: [101] [150/264] learning_rate: 0.000100 loss_class: 2.251549 loss_bbox: 0.185109 loss_giou: 0.216409 loss_mask: 0.512655 loss_dice: 0.454369 loss_class_aux: 14.230669 loss_bbox_aux: 1.314384 loss_giou_aux: 1.402699 loss_mask_aux: 3.218396 loss_dice_aux: 2.785800 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.944465 loss: 26.787012 eta: 6:17:15 batch_cost: 0.6108 data_cost: 0.0024 ips: 13.0979 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:43] ppdet.engine.callbacks INFO: Epoch: [101] [160/264] learning_rate: 0.000100 loss_class: 1.982751 loss_bbox: 0.169826 loss_giou: 0.216996 loss_mask: 0.422913 loss_dice: 0.419903 loss_class_aux: 12.741388 loss_bbox_aux: 1.126935 loss_giou_aux: 1.404981 loss_mask_aux: 2.684241 loss_dice_aux: 2.577213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.211665 eta: 6:17:04 batch_cost: 0.6022 data_cost: 0.0020 ips: 13.2856 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:48] ppdet.engine.callbacks INFO: Epoch: [101] [170/264] learning_rate: 0.000100 loss_class: 1.906677 loss_bbox: 0.153546 loss_giou: 0.201956 loss_mask: 0.354027 loss_dice: 0.394657 loss_class_aux: 12.279376 loss_bbox_aux: 1.075020 loss_giou_aux: 1.318490 loss_mask_aux: 2.157816 loss_dice_aux: 2.438846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.508808 eta: 6:16:52 batch_cost: 0.5454 data_cost: 0.0020 ips: 14.6683 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:18:55] ppdet.engine.callbacks INFO: Epoch: [101] [180/264] learning_rate: 0.000100 loss_class: 2.135221 loss_bbox: 0.171606 loss_giou: 0.198648 loss_mask: 0.454995 loss_dice: 0.398367 loss_class_aux: 13.268233 loss_bbox_aux: 1.096590 loss_giou_aux: 1.296841 loss_mask_aux: 2.691521 loss_dice_aux: 2.423826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.104256 loss: 25.649055 eta: 6:16:41 batch_cost: 0.5889 data_cost: 0.0020 ips: 13.5857 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:01] ppdet.engine.callbacks INFO: Epoch: [101] [190/264] learning_rate: 0.000100 loss_class: 2.259214 loss_bbox: 0.171413 loss_giou: 0.237776 loss_mask: 0.476749 loss_dice: 0.467121 loss_class_aux: 14.446703 loss_bbox_aux: 1.187531 loss_giou_aux: 1.479474 loss_mask_aux: 2.902129 loss_dice_aux: 2.788880 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.705666 eta: 6:16:30 batch_cost: 0.6224 data_cost: 0.0023 ips: 12.8537 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:07] ppdet.engine.callbacks INFO: Epoch: [101] [200/264] learning_rate: 0.000100 loss_class: 2.019188 loss_bbox: 0.167036 loss_giou: 0.237302 loss_mask: 0.437022 loss_dice: 0.448252 loss_class_aux: 13.238694 loss_bbox_aux: 1.072890 loss_giou_aux: 1.513659 loss_mask_aux: 2.694578 loss_dice_aux: 2.721627 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.435746 eta: 6:16:18 batch_cost: 0.5658 data_cost: 0.0019 ips: 14.1396 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:13] ppdet.engine.callbacks INFO: Epoch: [101] [210/264] learning_rate: 0.000100 loss_class: 2.001389 loss_bbox: 0.139119 loss_giou: 0.204129 loss_mask: 0.397772 loss_dice: 0.397567 loss_class_aux: 13.173086 loss_bbox_aux: 1.035195 loss_giou_aux: 1.359160 loss_mask_aux: 2.707107 loss_dice_aux: 2.511759 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.403186 eta: 6:16:06 batch_cost: 0.5576 data_cost: 0.0022 ips: 14.3465 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:19] ppdet.engine.callbacks INFO: Epoch: [101] [220/264] learning_rate: 0.000100 loss_class: 1.989693 loss_bbox: 0.147478 loss_giou: 0.190703 loss_mask: 0.423956 loss_dice: 0.405288 loss_class_aux: 12.996506 loss_bbox_aux: 1.075874 loss_giou_aux: 1.289205 loss_mask_aux: 2.538368 loss_dice_aux: 2.519974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.355930 loss: 25.546560 eta: 6:15:55 batch_cost: 0.6178 data_cost: 0.0020 ips: 12.9487 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:25] ppdet.engine.callbacks INFO: Epoch: [101] [230/264] learning_rate: 0.000100 loss_class: 1.991863 loss_bbox: 0.134320 loss_giou: 0.208368 loss_mask: 0.386514 loss_dice: 0.392201 loss_class_aux: 12.595527 loss_bbox_aux: 0.894352 loss_giou_aux: 1.374196 loss_mask_aux: 2.337930 loss_dice_aux: 2.362985 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.442456 eta: 6:15:44 batch_cost: 0.5723 data_cost: 0.0016 ips: 13.9782 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:31] ppdet.engine.callbacks INFO: Epoch: [101] [240/264] learning_rate: 0.000100 loss_class: 2.118820 loss_bbox: 0.172103 loss_giou: 0.249551 loss_mask: 0.454399 loss_dice: 0.491549 loss_class_aux: 13.443620 loss_bbox_aux: 1.139504 loss_giou_aux: 1.576703 loss_mask_aux: 2.820893 loss_dice_aux: 3.045977 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.256695 eta: 6:15:32 batch_cost: 0.5364 data_cost: 0.0016 ips: 14.9145 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:37] ppdet.engine.callbacks INFO: Epoch: [101] [250/264] learning_rate: 0.000100 loss_class: 1.965766 loss_bbox: 0.147925 loss_giou: 0.201961 loss_mask: 0.396399 loss_dice: 0.406062 loss_class_aux: 12.483164 loss_bbox_aux: 1.063045 loss_giou_aux: 1.301296 loss_mask_aux: 2.521074 loss_dice_aux: 2.358839 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.285668 eta: 6:15:20 batch_cost: 0.5313 data_cost: 0.0015 ips: 15.0571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:19:42] ppdet.engine.callbacks INFO: Epoch: [101] [260/264] learning_rate: 0.000100 loss_class: 2.084081 loss_bbox: 0.167492 loss_giou: 0.229844 loss_mask: 0.374268 loss_dice: 0.432782 loss_class_aux: 13.559882 loss_bbox_aux: 1.016078 loss_giou_aux: 1.432609 loss_mask_aux: 2.188699 loss_dice_aux: 2.604548 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.737608 eta: 6:15:08 batch_cost: 0.5735 data_cost: 0.0016 ips: 13.9499 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:20:29] ppdet.engine.callbacks INFO: Epoch: [102] [  0/264] learning_rate: 0.000100 loss_class: 2.059509 loss_bbox: 0.155742 loss_giou: 0.205793 loss_mask: 0.375412 loss_dice: 0.404772 loss_class_aux: 12.985889 loss_bbox_aux: 1.080793 loss_giou_aux: 1.340793 loss_mask_aux: 2.280500 loss_dice_aux: 2.369609 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.474806 eta: 6:15:16 batch_cost: 1.8578 data_cost: 1.2101 ips: 4.3061 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:20:39] ppdet.engine.callbacks INFO: Epoch: [102] [ 10/264] learning_rate: 0.000100 loss_class: 2.410421 loss_bbox: 0.176980 loss_giou: 0.252231 loss_mask: 0.483036 loss_dice: 0.507672 loss_class_aux: 14.621691 loss_bbox_aux: 1.151571 loss_giou_aux: 1.589524 loss_mask_aux: 2.891902 loss_dice_aux: 3.012251 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.493615 loss: 29.047562 eta: 6:15:08 batch_cost: 0.9383 data_cost: 0.0096 ips: 8.5260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:20:46] ppdet.engine.callbacks INFO: Epoch: [102] [ 20/264] learning_rate: 0.000100 loss_class: 2.155596 loss_bbox: 0.165426 loss_giou: 0.205834 loss_mask: 0.418280 loss_dice: 0.407599 loss_class_aux: 14.190714 loss_bbox_aux: 1.124501 loss_giou_aux: 1.327332 loss_mask_aux: 2.630185 loss_dice_aux: 2.661600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.992719 eta: 6:14:57 batch_cost: 0.7092 data_cost: 0.0038 ips: 11.2805 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:20:48] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:20:48] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:20:53] ppdet.engine.callbacks INFO: Epoch: [102] [ 30/264] learning_rate: 0.000100 loss_class: 2.166170 loss_bbox: 0.170133 loss_giou: 0.233326 loss_mask: 0.497141 loss_dice: 0.482458 loss_class_aux: 13.916826 loss_bbox_aux: 1.150143 loss_giou_aux: 1.480981 loss_mask_aux: 2.996872 loss_dice_aux: 2.823692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.266189 eta: 6:14:47 batch_cost: 0.6559 data_cost: 0.0024 ips: 12.1968 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:00] ppdet.engine.callbacks INFO: Epoch: [102] [ 40/264] learning_rate: 0.000100 loss_class: 1.963113 loss_bbox: 0.144783 loss_giou: 0.185534 loss_mask: 0.325743 loss_dice: 0.403179 loss_class_aux: 12.446299 loss_bbox_aux: 0.953315 loss_giou_aux: 1.198818 loss_mask_aux: 1.977764 loss_dice_aux: 2.394702 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.251172 eta: 6:14:35 batch_cost: 0.5819 data_cost: 0.0022 ips: 13.7485 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:06] ppdet.engine.callbacks INFO: Epoch: [102] [ 50/264] learning_rate: 0.000100 loss_class: 2.096593 loss_bbox: 0.199682 loss_giou: 0.235521 loss_mask: 0.548939 loss_dice: 0.449172 loss_class_aux: 13.999985 loss_bbox_aux: 1.285154 loss_giou_aux: 1.520811 loss_mask_aux: 3.509307 loss_dice_aux: 2.832778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.020044 loss: 26.784998 eta: 6:14:24 batch_cost: 0.6243 data_cost: 0.0024 ips: 12.8150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:12] ppdet.engine.callbacks INFO: Epoch: [102] [ 60/264] learning_rate: 0.000100 loss_class: 2.215917 loss_bbox: 0.194364 loss_giou: 0.241764 loss_mask: 0.449516 loss_dice: 0.464370 loss_class_aux: 14.261044 loss_bbox_aux: 1.268364 loss_giou_aux: 1.580350 loss_mask_aux: 2.800133 loss_dice_aux: 2.782106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.049592 eta: 6:14:13 batch_cost: 0.5888 data_cost: 0.0027 ips: 13.5867 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:18] ppdet.engine.callbacks INFO: Epoch: [102] [ 70/264] learning_rate: 0.000100 loss_class: 1.805145 loss_bbox: 0.151598 loss_giou: 0.197039 loss_mask: 0.398487 loss_dice: 0.404875 loss_class_aux: 11.744414 loss_bbox_aux: 1.037056 loss_giou_aux: 1.304893 loss_mask_aux: 2.542764 loss_dice_aux: 2.494467 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.914997 eta: 6:14:01 batch_cost: 0.5592 data_cost: 0.0022 ips: 14.3070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:25] ppdet.engine.callbacks INFO: Epoch: [102] [ 80/264] learning_rate: 0.000100 loss_class: 2.087342 loss_bbox: 0.185716 loss_giou: 0.209183 loss_mask: 0.481404 loss_dice: 0.458233 loss_class_aux: 14.108382 loss_bbox_aux: 1.227223 loss_giou_aux: 1.314582 loss_mask_aux: 2.845183 loss_dice_aux: 2.761316 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.718076 eta: 6:13:50 batch_cost: 0.6215 data_cost: 0.0020 ips: 12.8726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:31] ppdet.engine.callbacks INFO: Epoch: [102] [ 90/264] learning_rate: 0.000100 loss_class: 2.053122 loss_bbox: 0.147333 loss_giou: 0.212426 loss_mask: 0.414321 loss_dice: 0.429714 loss_class_aux: 12.786116 loss_bbox_aux: 1.022894 loss_giou_aux: 1.365638 loss_mask_aux: 2.534244 loss_dice_aux: 2.650901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.467148 loss: 25.042402 eta: 6:13:39 batch_cost: 0.5975 data_cost: 0.0029 ips: 13.3884 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:37] ppdet.engine.callbacks INFO: Epoch: [102] [100/264] learning_rate: 0.000100 loss_class: 2.018580 loss_bbox: 0.141951 loss_giou: 0.187014 loss_mask: 0.386325 loss_dice: 0.354188 loss_class_aux: 13.071471 loss_bbox_aux: 0.922641 loss_giou_aux: 1.223140 loss_mask_aux: 2.299644 loss_dice_aux: 2.205683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.454386 loss: 23.528391 eta: 6:13:27 batch_cost: 0.5850 data_cost: 0.0023 ips: 13.6749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:43] ppdet.engine.callbacks INFO: Epoch: [102] [110/264] learning_rate: 0.000100 loss_class: 2.480900 loss_bbox: 0.166766 loss_giou: 0.244227 loss_mask: 0.470844 loss_dice: 0.455768 loss_class_aux: 15.592649 loss_bbox_aux: 1.082996 loss_giou_aux: 1.545271 loss_mask_aux: 2.809344 loss_dice_aux: 2.788781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.411646 loss: 28.983571 eta: 6:13:16 batch_cost: 0.5932 data_cost: 0.0020 ips: 13.4860 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:50] ppdet.engine.callbacks INFO: Epoch: [102] [120/264] learning_rate: 0.000100 loss_class: 2.291267 loss_bbox: 0.174329 loss_giou: 0.223778 loss_mask: 0.474577 loss_dice: 0.434501 loss_class_aux: 14.400354 loss_bbox_aux: 1.121764 loss_giou_aux: 1.416817 loss_mask_aux: 2.837286 loss_dice_aux: 2.669090 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.480119 loss: 26.812573 eta: 6:13:05 batch_cost: 0.5891 data_cost: 0.0021 ips: 13.5792 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:21:56] ppdet.engine.callbacks INFO: Epoch: [102] [130/264] learning_rate: 0.000100 loss_class: 2.170490 loss_bbox: 0.153322 loss_giou: 0.212383 loss_mask: 0.401382 loss_dice: 0.435379 loss_class_aux: 13.820709 loss_bbox_aux: 1.041546 loss_giou_aux: 1.393742 loss_mask_aux: 2.613676 loss_dice_aux: 2.666578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.814641 loss: 25.767618 eta: 6:12:53 batch_cost: 0.5780 data_cost: 0.0020 ips: 13.8413 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:02] ppdet.engine.callbacks INFO: Epoch: [102] [140/264] learning_rate: 0.000100 loss_class: 1.991790 loss_bbox: 0.158662 loss_giou: 0.204204 loss_mask: 0.413697 loss_dice: 0.405402 loss_class_aux: 12.942993 loss_bbox_aux: 1.039992 loss_giou_aux: 1.368374 loss_mask_aux: 2.526709 loss_dice_aux: 2.461175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.720510 eta: 6:12:42 batch_cost: 0.5741 data_cost: 0.0022 ips: 13.9356 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:08] ppdet.engine.callbacks INFO: Epoch: [102] [150/264] learning_rate: 0.000100 loss_class: 1.960603 loss_bbox: 0.141683 loss_giou: 0.206651 loss_mask: 0.358093 loss_dice: 0.415509 loss_class_aux: 12.595493 loss_bbox_aux: 0.935959 loss_giou_aux: 1.297914 loss_mask_aux: 2.039735 loss_dice_aux: 2.534878 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.774384 eta: 6:12:31 batch_cost: 0.6195 data_cost: 0.0026 ips: 12.9132 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:14] ppdet.engine.callbacks INFO: Epoch: [102] [160/264] learning_rate: 0.000100 loss_class: 2.030530 loss_bbox: 0.147028 loss_giou: 0.223066 loss_mask: 0.366425 loss_dice: 0.418441 loss_class_aux: 12.842563 loss_bbox_aux: 0.982725 loss_giou_aux: 1.444141 loss_mask_aux: 2.422386 loss_dice_aux: 2.472457 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.434329 loss: 24.207834 eta: 6:12:19 batch_cost: 0.5744 data_cost: 0.0022 ips: 13.9284 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:20] ppdet.engine.callbacks INFO: Epoch: [102] [170/264] learning_rate: 0.000100 loss_class: 1.943699 loss_bbox: 0.136776 loss_giou: 0.220340 loss_mask: 0.396425 loss_dice: 0.448716 loss_class_aux: 12.770350 loss_bbox_aux: 0.929501 loss_giou_aux: 1.402988 loss_mask_aux: 2.347474 loss_dice_aux: 2.760060 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.047629 eta: 6:12:08 batch_cost: 0.5550 data_cost: 0.0023 ips: 14.4149 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:27] ppdet.engine.callbacks INFO: Epoch: [102] [180/264] learning_rate: 0.000100 loss_class: 2.169672 loss_bbox: 0.158830 loss_giou: 0.235528 loss_mask: 0.442740 loss_dice: 0.458318 loss_class_aux: 14.115022 loss_bbox_aux: 1.060825 loss_giou_aux: 1.518299 loss_mask_aux: 2.616724 loss_dice_aux: 2.790835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.863281 eta: 6:11:57 batch_cost: 0.6313 data_cost: 0.0024 ips: 12.6722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:34] ppdet.engine.callbacks INFO: Epoch: [102] [190/264] learning_rate: 0.000100 loss_class: 2.083079 loss_bbox: 0.170890 loss_giou: 0.236905 loss_mask: 0.372092 loss_dice: 0.435756 loss_class_aux: 13.830578 loss_bbox_aux: 1.113082 loss_giou_aux: 1.512745 loss_mask_aux: 2.367586 loss_dice_aux: 2.625094 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.519826 eta: 6:11:46 batch_cost: 0.6459 data_cost: 0.0027 ips: 12.3851 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:40] ppdet.engine.callbacks INFO: Epoch: [102] [200/264] learning_rate: 0.000100 loss_class: 2.161937 loss_bbox: 0.172435 loss_giou: 0.232264 loss_mask: 0.421881 loss_dice: 0.432814 loss_class_aux: 14.195632 loss_bbox_aux: 1.193138 loss_giou_aux: 1.489010 loss_mask_aux: 2.502632 loss_dice_aux: 2.583046 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.181181 eta: 6:11:35 batch_cost: 0.6207 data_cost: 0.0030 ips: 12.8880 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:47] ppdet.engine.callbacks INFO: Epoch: [102] [210/264] learning_rate: 0.000100 loss_class: 2.019468 loss_bbox: 0.161325 loss_giou: 0.217593 loss_mask: 0.444095 loss_dice: 0.428759 loss_class_aux: 13.177340 loss_bbox_aux: 1.041580 loss_giou_aux: 1.404313 loss_mask_aux: 2.698456 loss_dice_aux: 2.630147 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.441976 loss: 26.066335 eta: 6:11:24 batch_cost: 0.6729 data_cost: 0.0029 ips: 11.8883 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:22:54] ppdet.engine.callbacks INFO: Epoch: [102] [220/264] learning_rate: 0.000100 loss_class: 2.094324 loss_bbox: 0.145461 loss_giou: 0.236935 loss_mask: 0.382218 loss_dice: 0.418421 loss_class_aux: 13.553437 loss_bbox_aux: 0.918974 loss_giou_aux: 1.496800 loss_mask_aux: 2.381601 loss_dice_aux: 2.570619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.977557 eta: 6:11:13 batch_cost: 0.6359 data_cost: 0.0025 ips: 12.5804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:23:00] ppdet.engine.callbacks INFO: Epoch: [102] [230/264] learning_rate: 0.000100 loss_class: 2.169302 loss_bbox: 0.165021 loss_giou: 0.203523 loss_mask: 0.458759 loss_dice: 0.461403 loss_class_aux: 14.395292 loss_bbox_aux: 1.102191 loss_giou_aux: 1.337359 loss_mask_aux: 2.756367 loss_dice_aux: 2.826596 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.810496 loss: 27.947061 eta: 6:11:02 batch_cost: 0.6084 data_cost: 0.0020 ips: 13.1500 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:23:06] ppdet.engine.callbacks INFO: Epoch: [102] [240/264] learning_rate: 0.000100 loss_class: 2.169592 loss_bbox: 0.150091 loss_giou: 0.212022 loss_mask: 0.365802 loss_dice: 0.425815 loss_class_aux: 13.894157 loss_bbox_aux: 1.024505 loss_giou_aux: 1.416184 loss_mask_aux: 2.221261 loss_dice_aux: 2.555780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.429208 eta: 6:10:51 batch_cost: 0.5682 data_cost: 0.0019 ips: 14.0799 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:23:12] ppdet.engine.callbacks INFO: Epoch: [102] [250/264] learning_rate: 0.000100 loss_class: 1.793258 loss_bbox: 0.145984 loss_giou: 0.211955 loss_mask: 0.353692 loss_dice: 0.394230 loss_class_aux: 11.701599 loss_bbox_aux: 0.949515 loss_giou_aux: 1.371086 loss_mask_aux: 2.179885 loss_dice_aux: 2.331271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.474482 eta: 6:10:39 batch_cost: 0.5301 data_cost: 0.0015 ips: 15.0925 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:23:18] ppdet.engine.callbacks INFO: Epoch: [102] [260/264] learning_rate: 0.000100 loss_class: 2.327094 loss_bbox: 0.174566 loss_giou: 0.226704 loss_mask: 0.519275 loss_dice: 0.423371 loss_class_aux: 14.813382 loss_bbox_aux: 1.117150 loss_giou_aux: 1.446869 loss_mask_aux: 3.046355 loss_dice_aux: 2.567313 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.520825 loss: 27.089941 eta: 6:10:27 batch_cost: 0.5516 data_cost: 0.0016 ips: 14.5044 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:23:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:23:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:24:07] ppdet.engine.callbacks INFO: Epoch: [103] [  0/264] learning_rate: 0.000100 loss_class: 2.086347 loss_bbox: 0.158758 loss_giou: 0.219613 loss_mask: 0.419290 loss_dice: 0.406460 loss_class_aux: 13.352298 loss_bbox_aux: 1.025842 loss_giou_aux: 1.440173 loss_mask_aux: 2.442573 loss_dice_aux: 2.429215 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.009754 loss: 25.739223 eta: 6:10:36 batch_cost: 1.9941 data_cost: 1.3712 ips: 4.0119 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:16] ppdet.engine.callbacks INFO: Epoch: [103] [ 10/264] learning_rate: 0.000100 loss_class: 1.911868 loss_bbox: 0.142136 loss_giou: 0.203168 loss_mask: 0.362878 loss_dice: 0.362119 loss_class_aux: 12.114338 loss_bbox_aux: 0.965733 loss_giou_aux: 1.300208 loss_mask_aux: 2.234395 loss_dice_aux: 2.246526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.925976 loss: 24.300501 eta: 6:10:27 batch_cost: 0.8494 data_cost: 0.0039 ips: 9.4188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:23] ppdet.engine.callbacks INFO: Epoch: [103] [ 20/264] learning_rate: 0.000100 loss_class: 2.118104 loss_bbox: 0.169727 loss_giou: 0.210947 loss_mask: 0.412757 loss_dice: 0.433766 loss_class_aux: 13.901890 loss_bbox_aux: 1.120180 loss_giou_aux: 1.391731 loss_mask_aux: 2.538921 loss_dice_aux: 2.620400 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.611790 loss: 24.893827 eta: 6:10:17 batch_cost: 0.7031 data_cost: 0.0026 ips: 11.3775 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:30] ppdet.engine.callbacks INFO: Epoch: [103] [ 30/264] learning_rate: 0.000100 loss_class: 2.050668 loss_bbox: 0.156044 loss_giou: 0.208574 loss_mask: 0.463106 loss_dice: 0.422753 loss_class_aux: 12.798379 loss_bbox_aux: 1.093351 loss_giou_aux: 1.363678 loss_mask_aux: 2.837505 loss_dice_aux: 2.637310 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.420397 loss: 24.840261 eta: 6:10:06 batch_cost: 0.6171 data_cost: 0.0029 ips: 12.9645 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:36] ppdet.engine.callbacks INFO: Epoch: [103] [ 40/264] learning_rate: 0.000100 loss_class: 1.994218 loss_bbox: 0.120734 loss_giou: 0.230860 loss_mask: 0.377109 loss_dice: 0.398574 loss_class_aux: 12.550101 loss_bbox_aux: 0.809816 loss_giou_aux: 1.479816 loss_mask_aux: 2.264388 loss_dice_aux: 2.434548 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.435398 loss: 24.376027 eta: 6:09:55 batch_cost: 0.6032 data_cost: 0.0034 ips: 13.2622 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:42] ppdet.engine.callbacks INFO: Epoch: [103] [ 50/264] learning_rate: 0.000100 loss_class: 2.243573 loss_bbox: 0.158556 loss_giou: 0.244581 loss_mask: 0.419265 loss_dice: 0.485033 loss_class_aux: 14.562600 loss_bbox_aux: 1.103800 loss_giou_aux: 1.564603 loss_mask_aux: 2.612671 loss_dice_aux: 2.934262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.512363 loss: 27.683566 eta: 6:09:44 batch_cost: 0.6058 data_cost: 0.0020 ips: 13.2051 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:49] ppdet.engine.callbacks INFO: Epoch: [103] [ 60/264] learning_rate: 0.000100 loss_class: 1.946435 loss_bbox: 0.172722 loss_giou: 0.214218 loss_mask: 0.408517 loss_dice: 0.397920 loss_class_aux: 12.704556 loss_bbox_aux: 1.132753 loss_giou_aux: 1.363986 loss_mask_aux: 2.411565 loss_dice_aux: 2.441242 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.774787 loss: 23.355058 eta: 6:09:33 batch_cost: 0.6491 data_cost: 0.0024 ips: 12.3254 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:24:55] ppdet.engine.callbacks INFO: Epoch: [103] [ 70/264] learning_rate: 0.000100 loss_class: 2.051220 loss_bbox: 0.157180 loss_giou: 0.232598 loss_mask: 0.408098 loss_dice: 0.425028 loss_class_aux: 12.876604 loss_bbox_aux: 1.056174 loss_giou_aux: 1.468681 loss_mask_aux: 2.502865 loss_dice_aux: 2.604492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496384 loss: 23.714311 eta: 6:09:22 batch_cost: 0.5908 data_cost: 0.0020 ips: 13.5411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:02] ppdet.engine.callbacks INFO: Epoch: [103] [ 80/264] learning_rate: 0.000100 loss_class: 2.052644 loss_bbox: 0.147029 loss_giou: 0.201188 loss_mask: 0.401162 loss_dice: 0.378030 loss_class_aux: 12.806784 loss_bbox_aux: 0.962223 loss_giou_aux: 1.296041 loss_mask_aux: 2.413985 loss_dice_aux: 2.296621 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.463861 loss: 23.883903 eta: 6:09:10 batch_cost: 0.5949 data_cost: 0.0026 ips: 13.4478 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:08] ppdet.engine.callbacks INFO: Epoch: [103] [ 90/264] learning_rate: 0.000100 loss_class: 1.930856 loss_bbox: 0.152915 loss_giou: 0.210292 loss_mask: 0.376509 loss_dice: 0.377720 loss_class_aux: 12.385306 loss_bbox_aux: 0.984840 loss_giou_aux: 1.340870 loss_mask_aux: 2.353987 loss_dice_aux: 2.376710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.763907 eta: 6:08:59 batch_cost: 0.6038 data_cost: 0.0021 ips: 13.2494 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:14] ppdet.engine.callbacks INFO: Epoch: [103] [100/264] learning_rate: 0.000100 loss_class: 2.022531 loss_bbox: 0.158122 loss_giou: 0.225511 loss_mask: 0.465739 loss_dice: 0.437365 loss_class_aux: 13.133639 loss_bbox_aux: 1.042399 loss_giou_aux: 1.437700 loss_mask_aux: 2.669554 loss_dice_aux: 2.541250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.464058 eta: 6:08:48 batch_cost: 0.5906 data_cost: 0.0022 ips: 13.5463 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:20] ppdet.engine.callbacks INFO: Epoch: [103] [110/264] learning_rate: 0.000100 loss_class: 2.114687 loss_bbox: 0.160155 loss_giou: 0.211458 loss_mask: 0.409518 loss_dice: 0.391266 loss_class_aux: 13.423275 loss_bbox_aux: 1.041012 loss_giou_aux: 1.342021 loss_mask_aux: 2.484525 loss_dice_aux: 2.362738 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.195956 eta: 6:08:37 batch_cost: 0.5758 data_cost: 0.0021 ips: 13.8937 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:27] ppdet.engine.callbacks INFO: Epoch: [103] [120/264] learning_rate: 0.000100 loss_class: 2.063257 loss_bbox: 0.144796 loss_giou: 0.213184 loss_mask: 0.432315 loss_dice: 0.420026 loss_class_aux: 12.750656 loss_bbox_aux: 0.996214 loss_giou_aux: 1.364298 loss_mask_aux: 2.652862 loss_dice_aux: 2.524953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.129736 eta: 6:08:26 batch_cost: 0.6358 data_cost: 0.0024 ips: 12.5831 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:34] ppdet.engine.callbacks INFO: Epoch: [103] [130/264] learning_rate: 0.000100 loss_class: 2.007079 loss_bbox: 0.149004 loss_giou: 0.203448 loss_mask: 0.389686 loss_dice: 0.455770 loss_class_aux: 13.087965 loss_bbox_aux: 0.999517 loss_giou_aux: 1.319823 loss_mask_aux: 2.313949 loss_dice_aux: 2.762992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.752137 loss: 25.025387 eta: 6:08:15 batch_cost: 0.6404 data_cost: 0.0024 ips: 12.4914 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:40] ppdet.engine.callbacks INFO: Epoch: [103] [140/264] learning_rate: 0.000100 loss_class: 2.012446 loss_bbox: 0.187265 loss_giou: 0.231357 loss_mask: 0.481918 loss_dice: 0.464143 loss_class_aux: 12.991715 loss_bbox_aux: 1.182954 loss_giou_aux: 1.446586 loss_mask_aux: 2.933572 loss_dice_aux: 2.808388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.918707 eta: 6:08:04 batch_cost: 0.5806 data_cost: 0.0021 ips: 13.7794 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:46] ppdet.engine.callbacks INFO: Epoch: [103] [150/264] learning_rate: 0.000100 loss_class: 2.070061 loss_bbox: 0.173228 loss_giou: 0.227545 loss_mask: 0.424831 loss_dice: 0.450787 loss_class_aux: 13.194776 loss_bbox_aux: 1.085658 loss_giou_aux: 1.432498 loss_mask_aux: 2.598174 loss_dice_aux: 2.705514 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.863083 eta: 6:07:52 batch_cost: 0.5894 data_cost: 0.0024 ips: 13.5721 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:52] ppdet.engine.callbacks INFO: Epoch: [103] [160/264] learning_rate: 0.000100 loss_class: 2.056477 loss_bbox: 0.187214 loss_giou: 0.239917 loss_mask: 0.519569 loss_dice: 0.479315 loss_class_aux: 12.915626 loss_bbox_aux: 1.156780 loss_giou_aux: 1.536973 loss_mask_aux: 3.143695 loss_dice_aux: 2.857226 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.612304 loss: 27.529408 eta: 6:07:41 batch_cost: 0.5955 data_cost: 0.0022 ips: 13.4350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:25:59] ppdet.engine.callbacks INFO: Epoch: [103] [170/264] learning_rate: 0.000100 loss_class: 2.114317 loss_bbox: 0.153636 loss_giou: 0.222884 loss_mask: 0.378391 loss_dice: 0.434793 loss_class_aux: 13.359196 loss_bbox_aux: 1.062007 loss_giou_aux: 1.511539 loss_mask_aux: 2.747780 loss_dice_aux: 2.707992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.139160 eta: 6:07:30 batch_cost: 0.6320 data_cost: 0.0025 ips: 12.6586 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:05] ppdet.engine.callbacks INFO: Epoch: [103] [180/264] learning_rate: 0.000100 loss_class: 2.032777 loss_bbox: 0.156998 loss_giou: 0.212138 loss_mask: 0.558760 loss_dice: 0.462727 loss_class_aux: 13.692300 loss_bbox_aux: 1.165046 loss_giou_aux: 1.389991 loss_mask_aux: 3.423389 loss_dice_aux: 2.800704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.505624 loss: 26.617963 eta: 6:07:19 batch_cost: 0.6133 data_cost: 0.0021 ips: 13.0442 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:11] ppdet.engine.callbacks INFO: Epoch: [103] [190/264] learning_rate: 0.000100 loss_class: 2.008020 loss_bbox: 0.157763 loss_giou: 0.232949 loss_mask: 0.444456 loss_dice: 0.450693 loss_class_aux: 12.497234 loss_bbox_aux: 1.039051 loss_giou_aux: 1.445078 loss_mask_aux: 2.485365 loss_dice_aux: 2.578424 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.492325 loss: 24.463950 eta: 6:07:08 batch_cost: 0.5424 data_cost: 0.0020 ips: 14.7488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:17] ppdet.engine.callbacks INFO: Epoch: [103] [200/264] learning_rate: 0.000100 loss_class: 2.100195 loss_bbox: 0.177961 loss_giou: 0.225069 loss_mask: 0.479250 loss_dice: 0.446604 loss_class_aux: 13.147158 loss_bbox_aux: 1.170644 loss_giou_aux: 1.421378 loss_mask_aux: 2.829300 loss_dice_aux: 2.670065 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.455441 eta: 6:06:56 batch_cost: 0.5859 data_cost: 0.0023 ips: 13.6531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:23] ppdet.engine.callbacks INFO: Epoch: [103] [210/264] learning_rate: 0.000100 loss_class: 1.961896 loss_bbox: 0.173963 loss_giou: 0.228911 loss_mask: 0.459266 loss_dice: 0.454696 loss_class_aux: 12.515021 loss_bbox_aux: 1.157992 loss_giou_aux: 1.421372 loss_mask_aux: 2.776710 loss_dice_aux: 2.771122 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.473104 loss: 25.123461 eta: 6:06:45 batch_cost: 0.5880 data_cost: 0.0035 ips: 13.6049 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:29] ppdet.engine.callbacks INFO: Epoch: [103] [220/264] learning_rate: 0.000100 loss_class: 2.300003 loss_bbox: 0.157874 loss_giou: 0.229543 loss_mask: 0.451418 loss_dice: 0.444119 loss_class_aux: 14.696626 loss_bbox_aux: 1.066075 loss_giou_aux: 1.463853 loss_mask_aux: 2.833890 loss_dice_aux: 2.636991 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.547388 eta: 6:06:34 batch_cost: 0.5843 data_cost: 0.0021 ips: 13.6923 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:36] ppdet.engine.callbacks INFO: Epoch: [103] [230/264] learning_rate: 0.000100 loss_class: 2.144126 loss_bbox: 0.165295 loss_giou: 0.216290 loss_mask: 0.421219 loss_dice: 0.425556 loss_class_aux: 13.804747 loss_bbox_aux: 1.104012 loss_giou_aux: 1.396810 loss_mask_aux: 2.665875 loss_dice_aux: 2.543178 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.746919 eta: 6:06:23 batch_cost: 0.5819 data_cost: 0.0016 ips: 13.7479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:26:46] ppdet.engine.callbacks INFO: Epoch: [103] [240/264] learning_rate: 0.000100 loss_class: 1.918123 loss_bbox: 0.142127 loss_giou: 0.202978 loss_mask: 0.390061 loss_dice: 0.474928 loss_class_aux: 12.834668 loss_bbox_aux: 0.974937 loss_giou_aux: 1.346020 loss_mask_aux: 2.448719 loss_dice_aux: 2.798967 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.187053 eta: 6:06:16 batch_cost: 1.0483 data_cost: 0.0015 ips: 7.6315 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:27:03] ppdet.engine.callbacks INFO: Epoch: [103] [250/264] learning_rate: 0.000100 loss_class: 2.034633 loss_bbox: 0.178111 loss_giou: 0.198376 loss_mask: 0.466055 loss_dice: 0.408008 loss_class_aux: 13.326604 loss_bbox_aux: 1.108486 loss_giou_aux: 1.301268 loss_mask_aux: 2.771555 loss_dice_aux: 2.472996 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.245284 eta: 6:06:14 batch_cost: 1.6909 data_cost: 0.0013 ips: 4.7313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:27:16] ppdet.engine.callbacks INFO: Epoch: [103] [260/264] learning_rate: 0.000100 loss_class: 2.156370 loss_bbox: 0.188816 loss_giou: 0.231771 loss_mask: 0.565587 loss_dice: 0.452916 loss_class_aux: 13.558370 loss_bbox_aux: 1.199771 loss_giou_aux: 1.449204 loss_mask_aux: 3.018818 loss_dice_aux: 2.765366 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.494017 eta: 6:06:09 batch_cost: 1.1859 data_cost: 0.0013 ips: 6.7462 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:04] ppdet.engine.callbacks INFO: Epoch: [104] [  0/264] learning_rate: 0.000100 loss_class: 2.074052 loss_bbox: 0.172920 loss_giou: 0.209912 loss_mask: 0.514109 loss_dice: 0.432735 loss_class_aux: 13.480793 loss_bbox_aux: 1.132585 loss_giou_aux: 1.394595 loss_mask_aux: 2.867620 loss_dice_aux: 2.618259 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.920031 eta: 6:06:17 batch_cost: 2.4146 data_cost: 1.0330 ips: 3.3132 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:17] ppdet.engine.callbacks INFO: Epoch: [104] [ 10/264] learning_rate: 0.000100 loss_class: 2.144453 loss_bbox: 0.196455 loss_giou: 0.212932 loss_mask: 0.444798 loss_dice: 0.433093 loss_class_aux: 13.608638 loss_bbox_aux: 1.304995 loss_giou_aux: 1.359195 loss_mask_aux: 2.769987 loss_dice_aux: 2.709884 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.995719 eta: 6:06:11 batch_cost: 1.2394 data_cost: 0.2900 ips: 6.4547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:24] ppdet.engine.callbacks INFO: Epoch: [104] [ 20/264] learning_rate: 0.000100 loss_class: 1.918219 loss_bbox: 0.171794 loss_giou: 0.216437 loss_mask: 0.483455 loss_dice: 0.412881 loss_class_aux: 12.015263 loss_bbox_aux: 1.134518 loss_giou_aux: 1.367156 loss_mask_aux: 2.983429 loss_dice_aux: 2.551129 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.086779 loss: 25.304273 eta: 6:06:01 batch_cost: 0.6497 data_cost: 0.0025 ips: 12.3132 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:30] ppdet.engine.callbacks INFO: Epoch: [104] [ 30/264] learning_rate: 0.000100 loss_class: 2.261236 loss_bbox: 0.162186 loss_giou: 0.238683 loss_mask: 0.441805 loss_dice: 0.452302 loss_class_aux: 14.432358 loss_bbox_aux: 1.090734 loss_giou_aux: 1.539647 loss_mask_aux: 2.585807 loss_dice_aux: 2.684780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.523285 loss: 26.789384 eta: 6:05:49 batch_cost: 0.5939 data_cost: 0.0022 ips: 13.4703 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:36] ppdet.engine.callbacks INFO: Epoch: [104] [ 40/264] learning_rate: 0.000100 loss_class: 2.014120 loss_bbox: 0.174971 loss_giou: 0.204140 loss_mask: 0.383621 loss_dice: 0.453142 loss_class_aux: 13.257878 loss_bbox_aux: 1.274665 loss_giou_aux: 1.413028 loss_mask_aux: 2.335167 loss_dice_aux: 2.637651 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.001356 eta: 6:05:38 batch_cost: 0.5796 data_cost: 0.0023 ips: 13.8036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:42] ppdet.engine.callbacks INFO: Epoch: [104] [ 50/264] learning_rate: 0.000100 loss_class: 2.281121 loss_bbox: 0.181732 loss_giou: 0.242160 loss_mask: 0.526703 loss_dice: 0.449919 loss_class_aux: 14.503499 loss_bbox_aux: 1.240896 loss_giou_aux: 1.597563 loss_mask_aux: 3.261669 loss_dice_aux: 2.826835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.518247 loss: 27.567705 eta: 6:05:27 batch_cost: 0.5521 data_cost: 0.0023 ips: 14.4896 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:48] ppdet.engine.callbacks INFO: Epoch: [104] [ 60/264] learning_rate: 0.000100 loss_class: 2.209914 loss_bbox: 0.188117 loss_giou: 0.221491 loss_mask: 0.494769 loss_dice: 0.438801 loss_class_aux: 14.139010 loss_bbox_aux: 1.189665 loss_giou_aux: 1.437649 loss_mask_aux: 3.015783 loss_dice_aux: 2.580576 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.708869 loss: 28.362591 eta: 6:05:15 batch_cost: 0.5559 data_cost: 0.0024 ips: 14.3923 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:28:54] ppdet.engine.callbacks INFO: Epoch: [104] [ 70/264] learning_rate: 0.000100 loss_class: 2.215626 loss_bbox: 0.164124 loss_giou: 0.218391 loss_mask: 0.482677 loss_dice: 0.448355 loss_class_aux: 14.303702 loss_bbox_aux: 1.125380 loss_giou_aux: 1.435994 loss_mask_aux: 3.014099 loss_dice_aux: 2.785196 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.883311 eta: 6:05:04 batch_cost: 0.6083 data_cost: 0.0022 ips: 13.1505 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:00] ppdet.engine.callbacks INFO: Epoch: [104] [ 80/264] learning_rate: 0.000100 loss_class: 2.097016 loss_bbox: 0.171321 loss_giou: 0.228326 loss_mask: 0.469612 loss_dice: 0.456193 loss_class_aux: 13.554486 loss_bbox_aux: 1.067850 loss_giou_aux: 1.535231 loss_mask_aux: 2.937598 loss_dice_aux: 2.857530 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.539739 eta: 6:04:53 batch_cost: 0.5698 data_cost: 0.0020 ips: 14.0399 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:05] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:29:05] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:29:07] ppdet.engine.callbacks INFO: Epoch: [104] [ 90/264] learning_rate: 0.000100 loss_class: 2.290686 loss_bbox: 0.174318 loss_giou: 0.223107 loss_mask: 0.523048 loss_dice: 0.465052 loss_class_aux: 14.221474 loss_bbox_aux: 1.225387 loss_giou_aux: 1.483385 loss_mask_aux: 3.206449 loss_dice_aux: 2.905226 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.881552 eta: 6:04:42 batch_cost: 0.6109 data_cost: 0.0020 ips: 13.0965 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:13] ppdet.engine.callbacks INFO: Epoch: [104] [100/264] learning_rate: 0.000100 loss_class: 2.058666 loss_bbox: 0.166404 loss_giou: 0.234979 loss_mask: 0.453698 loss_dice: 0.469180 loss_class_aux: 13.261057 loss_bbox_aux: 1.104372 loss_giou_aux: 1.478182 loss_mask_aux: 2.746157 loss_dice_aux: 2.874421 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.842041 eta: 6:04:31 batch_cost: 0.6062 data_cost: 0.0021 ips: 13.1964 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:19] ppdet.engine.callbacks INFO: Epoch: [104] [110/264] learning_rate: 0.000100 loss_class: 1.914731 loss_bbox: 0.166400 loss_giou: 0.199636 loss_mask: 0.475471 loss_dice: 0.409570 loss_class_aux: 12.613230 loss_bbox_aux: 1.107587 loss_giou_aux: 1.310777 loss_mask_aux: 2.758060 loss_dice_aux: 2.563017 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.673527 loss: 25.428013 eta: 6:04:19 batch_cost: 0.5422 data_cost: 0.0021 ips: 14.7552 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:26] ppdet.engine.callbacks INFO: Epoch: [104] [120/264] learning_rate: 0.000100 loss_class: 2.146902 loss_bbox: 0.171692 loss_giou: 0.213476 loss_mask: 0.402415 loss_dice: 0.385246 loss_class_aux: 13.628966 loss_bbox_aux: 1.094288 loss_giou_aux: 1.361458 loss_mask_aux: 2.493633 loss_dice_aux: 2.413116 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.467390 eta: 6:04:08 batch_cost: 0.6610 data_cost: 0.0021 ips: 12.1033 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:32] ppdet.engine.callbacks INFO: Epoch: [104] [130/264] learning_rate: 0.000100 loss_class: 1.933344 loss_bbox: 0.139367 loss_giou: 0.213022 loss_mask: 0.361502 loss_dice: 0.385605 loss_class_aux: 12.222485 loss_bbox_aux: 0.943471 loss_giou_aux: 1.365150 loss_mask_aux: 2.218880 loss_dice_aux: 2.425663 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.952784 loss: 23.541424 eta: 6:03:57 batch_cost: 0.6230 data_cost: 0.0024 ips: 12.8418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:38] ppdet.engine.callbacks INFO: Epoch: [104] [140/264] learning_rate: 0.000100 loss_class: 2.213753 loss_bbox: 0.148853 loss_giou: 0.218445 loss_mask: 0.440169 loss_dice: 0.427456 loss_class_aux: 13.984672 loss_bbox_aux: 1.021379 loss_giou_aux: 1.438757 loss_mask_aux: 2.693815 loss_dice_aux: 2.626462 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.180634 eta: 6:03:46 batch_cost: 0.5702 data_cost: 0.0019 ips: 14.0291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:44] ppdet.engine.callbacks INFO: Epoch: [104] [150/264] learning_rate: 0.000100 loss_class: 2.196273 loss_bbox: 0.186943 loss_giou: 0.215689 loss_mask: 0.495553 loss_dice: 0.434976 loss_class_aux: 14.404950 loss_bbox_aux: 1.225337 loss_giou_aux: 1.370857 loss_mask_aux: 3.040498 loss_dice_aux: 2.633704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.733949 eta: 6:03:35 batch_cost: 0.6017 data_cost: 0.0021 ips: 13.2963 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:51] ppdet.engine.callbacks INFO: Epoch: [104] [160/264] learning_rate: 0.000100 loss_class: 2.045634 loss_bbox: 0.142070 loss_giou: 0.217814 loss_mask: 0.347366 loss_dice: 0.413393 loss_class_aux: 13.150939 loss_bbox_aux: 0.915690 loss_giou_aux: 1.469237 loss_mask_aux: 2.141111 loss_dice_aux: 2.539685 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.344008 loss: 24.414351 eta: 6:03:24 batch_cost: 0.6335 data_cost: 0.0032 ips: 12.6290 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:29:57] ppdet.engine.callbacks INFO: Epoch: [104] [170/264] learning_rate: 0.000100 loss_class: 1.843090 loss_bbox: 0.144778 loss_giou: 0.211522 loss_mask: 0.357644 loss_dice: 0.402621 loss_class_aux: 12.071123 loss_bbox_aux: 0.992313 loss_giou_aux: 1.361179 loss_mask_aux: 2.224593 loss_dice_aux: 2.490224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.560132 loss: 23.512080 eta: 6:03:13 batch_cost: 0.5949 data_cost: 0.0021 ips: 13.4468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:03] ppdet.engine.callbacks INFO: Epoch: [104] [180/264] learning_rate: 0.000100 loss_class: 2.024804 loss_bbox: 0.171287 loss_giou: 0.216875 loss_mask: 0.473917 loss_dice: 0.448511 loss_class_aux: 12.848559 loss_bbox_aux: 1.106675 loss_giou_aux: 1.360863 loss_mask_aux: 2.681487 loss_dice_aux: 2.573706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.447212 eta: 6:03:02 batch_cost: 0.5860 data_cost: 0.0021 ips: 13.6515 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:10] ppdet.engine.callbacks INFO: Epoch: [104] [190/264] learning_rate: 0.000100 loss_class: 2.053777 loss_bbox: 0.155635 loss_giou: 0.199412 loss_mask: 0.439873 loss_dice: 0.414071 loss_class_aux: 12.980693 loss_bbox_aux: 1.040701 loss_giou_aux: 1.306225 loss_mask_aux: 2.747365 loss_dice_aux: 2.529316 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.475601 loss: 25.380782 eta: 6:02:51 batch_cost: 0.6281 data_cost: 0.0024 ips: 12.7361 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:16] ppdet.engine.callbacks INFO: Epoch: [104] [200/264] learning_rate: 0.000100 loss_class: 2.409137 loss_bbox: 0.154312 loss_giou: 0.229649 loss_mask: 0.426689 loss_dice: 0.458541 loss_class_aux: 15.382165 loss_bbox_aux: 1.016972 loss_giou_aux: 1.482637 loss_mask_aux: 2.677315 loss_dice_aux: 2.700725 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.489631 eta: 6:02:40 batch_cost: 0.5702 data_cost: 0.0022 ips: 14.0312 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:22] ppdet.engine.callbacks INFO: Epoch: [104] [210/264] learning_rate: 0.000100 loss_class: 2.092018 loss_bbox: 0.153065 loss_giou: 0.216210 loss_mask: 0.365923 loss_dice: 0.414617 loss_class_aux: 13.697123 loss_bbox_aux: 1.027922 loss_giou_aux: 1.381686 loss_mask_aux: 2.192747 loss_dice_aux: 2.514447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.588647 loss: 25.532640 eta: 6:02:29 batch_cost: 0.5911 data_cost: 0.0021 ips: 13.5341 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:29] ppdet.engine.callbacks INFO: Epoch: [104] [220/264] learning_rate: 0.000100 loss_class: 2.041384 loss_bbox: 0.141539 loss_giou: 0.211137 loss_mask: 0.385853 loss_dice: 0.392843 loss_class_aux: 12.804582 loss_bbox_aux: 0.995480 loss_giou_aux: 1.401022 loss_mask_aux: 2.354520 loss_dice_aux: 2.379870 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.636479 eta: 6:02:18 batch_cost: 0.6485 data_cost: 0.0023 ips: 12.3364 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:35] ppdet.engine.callbacks INFO: Epoch: [104] [230/264] learning_rate: 0.000100 loss_class: 1.774957 loss_bbox: 0.158545 loss_giou: 0.204035 loss_mask: 0.392379 loss_dice: 0.402371 loss_class_aux: 11.952983 loss_bbox_aux: 0.996714 loss_giou_aux: 1.381829 loss_mask_aux: 2.456762 loss_dice_aux: 2.459345 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.207907 eta: 6:02:07 batch_cost: 0.5595 data_cost: 0.0016 ips: 14.2989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:41] ppdet.engine.callbacks INFO: Epoch: [104] [240/264] learning_rate: 0.000100 loss_class: 2.373970 loss_bbox: 0.158432 loss_giou: 0.228275 loss_mask: 0.482932 loss_dice: 0.446737 loss_class_aux: 14.554476 loss_bbox_aux: 1.064121 loss_giou_aux: 1.477735 loss_mask_aux: 2.962973 loss_dice_aux: 2.700941 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.394569 loss: 27.842228 eta: 6:01:55 batch_cost: 0.5838 data_cost: 0.0016 ips: 13.7025 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:47] ppdet.engine.callbacks INFO: Epoch: [104] [250/264] learning_rate: 0.000100 loss_class: 2.178116 loss_bbox: 0.161437 loss_giou: 0.233719 loss_mask: 0.417137 loss_dice: 0.481607 loss_class_aux: 13.747716 loss_bbox_aux: 1.074425 loss_giou_aux: 1.487328 loss_mask_aux: 2.527552 loss_dice_aux: 2.830696 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.671313 loss: 26.429261 eta: 6:01:44 batch_cost: 0.5601 data_cost: 0.0015 ips: 14.2830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:30:53] ppdet.engine.callbacks INFO: Epoch: [104] [260/264] learning_rate: 0.000100 loss_class: 2.164792 loss_bbox: 0.171129 loss_giou: 0.215821 loss_mask: 0.471719 loss_dice: 0.438170 loss_class_aux: 13.740645 loss_bbox_aux: 1.146778 loss_giou_aux: 1.400274 loss_mask_aux: 2.840151 loss_dice_aux: 2.664592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.987194 eta: 6:01:33 batch_cost: 0.5969 data_cost: 0.0015 ips: 13.4030 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:31:28] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/104
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:31:34] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/104/inference/inference.yml
[05/14 02:31:34] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 02:31:34] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/104/inference
[05/14 02:31:38] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 02:31:46] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 02:31:54] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 02:31:58] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:31:58] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.519
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.718
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.619
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.520
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.396
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.730
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.777
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.777
[05/14 02:32:00] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.17750297940804
[05/14 02:32:00] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 02:32:00] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/104
[05/14 02:32:00] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 02:32:00] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 02:32:04] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:32:09] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 02:32:09] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 02:32:10] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 02:32:22] ppdet.engine.callbacks INFO: Epoch: [105] [  0/264] learning_rate: 0.000100 loss_class: 2.080570 loss_bbox: 0.166784 loss_giou: 0.204393 loss_mask: 0.507795 loss_dice: 0.412047 loss_class_aux: 13.251287 loss_bbox_aux: 1.153427 loss_giou_aux: 1.357980 loss_mask_aux: 3.264051 loss_dice_aux: 2.489781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.863273 eta: 6:01:37 batch_cost: 1.5514 data_cost: 0.8996 ips: 5.1567 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:32:35] ppdet.engine.callbacks INFO: Epoch: [105] [ 10/264] learning_rate: 0.000100 loss_class: 2.355984 loss_bbox: 0.162287 loss_giou: 0.219337 loss_mask: 0.434650 loss_dice: 0.423775 loss_class_aux: 14.684371 loss_bbox_aux: 1.093165 loss_giou_aux: 1.407280 loss_mask_aux: 2.754705 loss_dice_aux: 2.652013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.514063 loss: 26.929206 eta: 6:01:32 batch_cost: 1.2870 data_cost: 0.2024 ips: 6.2159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:32:40] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:32:40] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:32:43] ppdet.engine.callbacks INFO: Epoch: [105] [ 20/264] learning_rate: 0.000100 loss_class: 2.076375 loss_bbox: 0.151326 loss_giou: 0.224738 loss_mask: 0.442338 loss_dice: 0.416533 loss_class_aux: 13.090211 loss_bbox_aux: 1.009798 loss_giou_aux: 1.420178 loss_mask_aux: 2.588088 loss_dice_aux: 2.485497 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568419 loss: 25.529579 eta: 6:01:22 batch_cost: 0.7465 data_cost: 0.0031 ips: 10.7168 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:32:49] ppdet.engine.callbacks INFO: Epoch: [105] [ 30/264] learning_rate: 0.000100 loss_class: 1.705838 loss_bbox: 0.153971 loss_giou: 0.201848 loss_mask: 0.382658 loss_dice: 0.394313 loss_class_aux: 11.272400 loss_bbox_aux: 0.968302 loss_giou_aux: 1.295389 loss_mask_aux: 2.325693 loss_dice_aux: 2.402836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.185857 loss: 23.311936 eta: 6:01:11 batch_cost: 0.5954 data_cost: 0.0025 ips: 13.4374 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:32:56] ppdet.engine.callbacks INFO: Epoch: [105] [ 40/264] learning_rate: 0.000100 loss_class: 2.002233 loss_bbox: 0.159698 loss_giou: 0.215507 loss_mask: 0.413228 loss_dice: 0.411940 loss_class_aux: 12.982092 loss_bbox_aux: 0.999462 loss_giou_aux: 1.352199 loss_mask_aux: 2.650870 loss_dice_aux: 2.566568 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.850621 eta: 6:01:00 batch_cost: 0.5947 data_cost: 0.0022 ips: 13.4524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:02] ppdet.engine.callbacks INFO: Epoch: [105] [ 50/264] learning_rate: 0.000100 loss_class: 2.071987 loss_bbox: 0.166525 loss_giou: 0.214539 loss_mask: 0.458651 loss_dice: 0.403835 loss_class_aux: 13.077789 loss_bbox_aux: 1.072939 loss_giou_aux: 1.396203 loss_mask_aux: 2.811170 loss_dice_aux: 2.525580 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.994641 loss: 25.190585 eta: 6:00:50 batch_cost: 0.6347 data_cost: 0.0025 ips: 12.6045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:09] ppdet.engine.callbacks INFO: Epoch: [105] [ 60/264] learning_rate: 0.000100 loss_class: 2.219803 loss_bbox: 0.172770 loss_giou: 0.238265 loss_mask: 0.503551 loss_dice: 0.463915 loss_class_aux: 13.823161 loss_bbox_aux: 1.117041 loss_giou_aux: 1.523737 loss_mask_aux: 3.018919 loss_dice_aux: 2.876738 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.353772 eta: 6:00:39 batch_cost: 0.6140 data_cost: 0.0020 ips: 13.0292 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:15] ppdet.engine.callbacks INFO: Epoch: [105] [ 70/264] learning_rate: 0.000100 loss_class: 2.015156 loss_bbox: 0.136931 loss_giou: 0.207256 loss_mask: 0.372819 loss_dice: 0.400237 loss_class_aux: 12.933670 loss_bbox_aux: 0.904008 loss_giou_aux: 1.364005 loss_mask_aux: 2.287979 loss_dice_aux: 2.448465 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.428896 eta: 6:00:28 batch_cost: 0.6063 data_cost: 0.0023 ips: 13.1948 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:21] ppdet.engine.callbacks INFO: Epoch: [105] [ 80/264] learning_rate: 0.000100 loss_class: 1.950819 loss_bbox: 0.130436 loss_giou: 0.214507 loss_mask: 0.345406 loss_dice: 0.400819 loss_class_aux: 12.382627 loss_bbox_aux: 0.909143 loss_giou_aux: 1.396610 loss_mask_aux: 2.080969 loss_dice_aux: 2.434948 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.872143 loss: 24.157425 eta: 6:00:17 batch_cost: 0.6018 data_cost: 0.0020 ips: 13.2934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:28] ppdet.engine.callbacks INFO: Epoch: [105] [ 90/264] learning_rate: 0.000100 loss_class: 1.927827 loss_bbox: 0.198379 loss_giou: 0.222477 loss_mask: 0.453470 loss_dice: 0.431819 loss_class_aux: 12.555328 loss_bbox_aux: 1.210890 loss_giou_aux: 1.428244 loss_mask_aux: 2.559487 loss_dice_aux: 2.593706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.328876 eta: 6:00:06 batch_cost: 0.6001 data_cost: 0.0025 ips: 13.3306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:34] ppdet.engine.callbacks INFO: Epoch: [105] [100/264] learning_rate: 0.000100 loss_class: 2.132570 loss_bbox: 0.168251 loss_giou: 0.208735 loss_mask: 0.435902 loss_dice: 0.417822 loss_class_aux: 13.391167 loss_bbox_aux: 1.124610 loss_giou_aux: 1.368123 loss_mask_aux: 2.634555 loss_dice_aux: 2.477920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.930863 eta: 5:59:55 batch_cost: 0.6375 data_cost: 0.0024 ips: 12.5490 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:40] ppdet.engine.callbacks INFO: Epoch: [105] [110/264] learning_rate: 0.000100 loss_class: 2.428956 loss_bbox: 0.172300 loss_giou: 0.262070 loss_mask: 0.461339 loss_dice: 0.478701 loss_class_aux: 15.796377 loss_bbox_aux: 1.183445 loss_giou_aux: 1.621656 loss_mask_aux: 2.765595 loss_dice_aux: 2.953863 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.457823 eta: 5:59:44 batch_cost: 0.5760 data_cost: 0.0021 ips: 13.8882 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:47] ppdet.engine.callbacks INFO: Epoch: [105] [120/264] learning_rate: 0.000100 loss_class: 1.761511 loss_bbox: 0.135985 loss_giou: 0.188005 loss_mask: 0.394075 loss_dice: 0.366544 loss_class_aux: 11.129532 loss_bbox_aux: 0.895591 loss_giou_aux: 1.207543 loss_mask_aux: 2.382184 loss_dice_aux: 2.260391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.706421 eta: 5:59:33 batch_cost: 0.6210 data_cost: 0.0025 ips: 12.8833 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:53] ppdet.engine.callbacks INFO: Epoch: [105] [130/264] learning_rate: 0.000100 loss_class: 2.025732 loss_bbox: 0.146040 loss_giou: 0.210969 loss_mask: 0.367836 loss_dice: 0.424243 loss_class_aux: 13.149882 loss_bbox_aux: 0.975673 loss_giou_aux: 1.382654 loss_mask_aux: 2.235731 loss_dice_aux: 2.486482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.782814 loss: 25.471291 eta: 5:59:22 batch_cost: 0.5918 data_cost: 0.0019 ips: 13.5186 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:33:59] ppdet.engine.callbacks INFO: Epoch: [105] [140/264] learning_rate: 0.000100 loss_class: 2.156494 loss_bbox: 0.170764 loss_giou: 0.227586 loss_mask: 0.391257 loss_dice: 0.408173 loss_class_aux: 13.494376 loss_bbox_aux: 1.090412 loss_giou_aux: 1.447130 loss_mask_aux: 2.493181 loss_dice_aux: 2.510933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.974190 eta: 5:59:10 batch_cost: 0.5660 data_cost: 0.0020 ips: 14.1342 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:06] ppdet.engine.callbacks INFO: Epoch: [105] [150/264] learning_rate: 0.000100 loss_class: 1.996272 loss_bbox: 0.151482 loss_giou: 0.215803 loss_mask: 0.365256 loss_dice: 0.401489 loss_class_aux: 12.536795 loss_bbox_aux: 1.022599 loss_giou_aux: 1.373200 loss_mask_aux: 2.294461 loss_dice_aux: 2.498350 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.780656 eta: 5:59:00 batch_cost: 0.6429 data_cost: 0.0022 ips: 12.4429 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:12] ppdet.engine.callbacks INFO: Epoch: [105] [160/264] learning_rate: 0.000100 loss_class: 2.084966 loss_bbox: 0.151988 loss_giou: 0.212178 loss_mask: 0.464835 loss_dice: 0.412499 loss_class_aux: 13.776305 loss_bbox_aux: 1.052483 loss_giou_aux: 1.408097 loss_mask_aux: 2.893766 loss_dice_aux: 2.598816 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.060332 eta: 5:58:49 batch_cost: 0.6282 data_cost: 0.0027 ips: 12.7357 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:19] ppdet.engine.callbacks INFO: Epoch: [105] [170/264] learning_rate: 0.000100 loss_class: 2.164188 loss_bbox: 0.176835 loss_giou: 0.220041 loss_mask: 0.453595 loss_dice: 0.440246 loss_class_aux: 14.260508 loss_bbox_aux: 1.142157 loss_giou_aux: 1.453198 loss_mask_aux: 2.737303 loss_dice_aux: 2.699922 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.756094 eta: 5:58:38 batch_cost: 0.6179 data_cost: 0.0022 ips: 12.9477 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:25] ppdet.engine.callbacks INFO: Epoch: [105] [180/264] learning_rate: 0.000100 loss_class: 2.239445 loss_bbox: 0.164874 loss_giou: 0.203812 loss_mask: 0.506605 loss_dice: 0.439301 loss_class_aux: 14.013635 loss_bbox_aux: 1.122515 loss_giou_aux: 1.352928 loss_mask_aux: 3.107100 loss_dice_aux: 2.650494 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.176881 eta: 5:58:27 batch_cost: 0.5893 data_cost: 0.0022 ips: 13.5748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:31] ppdet.engine.callbacks INFO: Epoch: [105] [190/264] learning_rate: 0.000100 loss_class: 2.111658 loss_bbox: 0.152211 loss_giou: 0.210429 loss_mask: 0.448874 loss_dice: 0.404036 loss_class_aux: 13.766145 loss_bbox_aux: 1.028177 loss_giou_aux: 1.346045 loss_mask_aux: 2.623420 loss_dice_aux: 2.456342 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250188 loss: 25.045416 eta: 5:58:16 batch_cost: 0.6109 data_cost: 0.0024 ips: 13.0953 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:38] ppdet.engine.callbacks INFO: Epoch: [105] [200/264] learning_rate: 0.000100 loss_class: 2.020552 loss_bbox: 0.143191 loss_giou: 0.227355 loss_mask: 0.311317 loss_dice: 0.437226 loss_class_aux: 13.330227 loss_bbox_aux: 0.958539 loss_giou_aux: 1.473138 loss_mask_aux: 1.898199 loss_dice_aux: 2.613845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.809415 loss: 24.536203 eta: 5:58:05 batch_cost: 0.6184 data_cost: 0.0023 ips: 12.9360 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:44] ppdet.engine.callbacks INFO: Epoch: [105] [210/264] learning_rate: 0.000100 loss_class: 2.515031 loss_bbox: 0.202809 loss_giou: 0.251612 loss_mask: 0.601825 loss_dice: 0.501893 loss_class_aux: 15.635154 loss_bbox_aux: 1.339862 loss_giou_aux: 1.588785 loss_mask_aux: 3.565870 loss_dice_aux: 3.004844 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.118035 loss: 30.343424 eta: 5:57:54 batch_cost: 0.5820 data_cost: 0.0020 ips: 13.7450 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:50] ppdet.engine.callbacks INFO: Epoch: [105] [220/264] learning_rate: 0.000100 loss_class: 1.981343 loss_bbox: 0.170405 loss_giou: 0.234509 loss_mask: 0.393822 loss_dice: 0.426547 loss_class_aux: 12.761285 loss_bbox_aux: 1.117507 loss_giou_aux: 1.533465 loss_mask_aux: 2.543084 loss_dice_aux: 2.611709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.225920 eta: 5:57:43 batch_cost: 0.5540 data_cost: 0.0019 ips: 14.4408 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:34:56] ppdet.engine.callbacks INFO: Epoch: [105] [230/264] learning_rate: 0.000100 loss_class: 2.001326 loss_bbox: 0.154766 loss_giou: 0.228881 loss_mask: 0.403015 loss_dice: 0.432545 loss_class_aux: 12.368712 loss_bbox_aux: 0.995349 loss_giou_aux: 1.459535 loss_mask_aux: 2.394124 loss_dice_aux: 2.577192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.158876 loss: 25.527768 eta: 5:57:32 batch_cost: 0.5824 data_cost: 0.0016 ips: 13.7354 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:35:02] ppdet.engine.callbacks INFO: Epoch: [105] [240/264] learning_rate: 0.000100 loss_class: 2.095575 loss_bbox: 0.166035 loss_giou: 0.208562 loss_mask: 0.474470 loss_dice: 0.434169 loss_class_aux: 13.177238 loss_bbox_aux: 1.107444 loss_giou_aux: 1.352680 loss_mask_aux: 2.976184 loss_dice_aux: 2.651643 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.489593 loss: 27.627348 eta: 5:57:21 batch_cost: 0.5945 data_cost: 0.0015 ips: 13.4571 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:35:08] ppdet.engine.callbacks INFO: Epoch: [105] [250/264] learning_rate: 0.000100 loss_class: 2.183164 loss_bbox: 0.170029 loss_giou: 0.212640 loss_mask: 0.462207 loss_dice: 0.429693 loss_class_aux: 14.105362 loss_bbox_aux: 1.080328 loss_giou_aux: 1.353174 loss_mask_aux: 2.669708 loss_dice_aux: 2.569744 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.917337 loss: 26.089579 eta: 5:57:10 batch_cost: 0.5972 data_cost: 0.0015 ips: 13.3966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:35:20] ppdet.engine.callbacks INFO: Epoch: [105] [260/264] learning_rate: 0.000100 loss_class: 1.965153 loss_bbox: 0.140758 loss_giou: 0.192318 loss_mask: 0.502783 loss_dice: 0.373580 loss_class_aux: 13.228932 loss_bbox_aux: 0.955316 loss_giou_aux: 1.220159 loss_mask_aux: 3.106044 loss_dice_aux: 2.270505 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.982056 eta: 5:57:03 batch_cost: 1.1104 data_cost: 0.0014 ips: 7.2049 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:13] ppdet.engine.callbacks INFO: Epoch: [106] [  0/264] learning_rate: 0.000100 loss_class: 2.042045 loss_bbox: 0.145829 loss_giou: 0.207597 loss_mask: 0.337779 loss_dice: 0.361119 loss_class_aux: 13.008543 loss_bbox_aux: 0.947970 loss_giou_aux: 1.332831 loss_mask_aux: 2.086814 loss_dice_aux: 2.229917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.799127 eta: 5:57:14 batch_cost: 2.8760 data_cost: 1.3891 ips: 2.7816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:22] ppdet.engine.callbacks INFO: Epoch: [106] [ 10/264] learning_rate: 0.000100 loss_class: 2.178103 loss_bbox: 0.161755 loss_giou: 0.203731 loss_mask: 0.475686 loss_dice: 0.409114 loss_class_aux: 13.871998 loss_bbox_aux: 1.058565 loss_giou_aux: 1.363609 loss_mask_aux: 2.994804 loss_dice_aux: 2.464682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.189733 eta: 5:57:06 batch_cost: 0.9036 data_cost: 0.0084 ips: 8.8531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:29] ppdet.engine.callbacks INFO: Epoch: [106] [ 20/264] learning_rate: 0.000100 loss_class: 2.227757 loss_bbox: 0.171116 loss_giou: 0.244696 loss_mask: 0.422974 loss_dice: 0.455300 loss_class_aux: 13.925987 loss_bbox_aux: 1.093990 loss_giou_aux: 1.587386 loss_mask_aux: 2.540670 loss_dice_aux: 2.740985 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.905152 eta: 5:56:56 batch_cost: 0.6843 data_cost: 0.0027 ips: 11.6913 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:36] ppdet.engine.callbacks INFO: Epoch: [106] [ 30/264] learning_rate: 0.000100 loss_class: 2.114780 loss_bbox: 0.157067 loss_giou: 0.202147 loss_mask: 0.401688 loss_dice: 0.426571 loss_class_aux: 12.849789 loss_bbox_aux: 1.079663 loss_giou_aux: 1.335140 loss_mask_aux: 2.336307 loss_dice_aux: 2.607935 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.521060 eta: 5:56:45 batch_cost: 0.6033 data_cost: 0.0030 ips: 13.2607 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:42] ppdet.engine.callbacks INFO: Epoch: [106] [ 40/264] learning_rate: 0.000100 loss_class: 1.988554 loss_bbox: 0.152963 loss_giou: 0.231128 loss_mask: 0.417203 loss_dice: 0.460377 loss_class_aux: 12.921753 loss_bbox_aux: 0.886987 loss_giou_aux: 1.459981 loss_mask_aux: 2.152467 loss_dice_aux: 2.704386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.943002 eta: 5:56:34 batch_cost: 0.5769 data_cost: 0.0020 ips: 13.8679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:48] ppdet.engine.callbacks INFO: Epoch: [106] [ 50/264] learning_rate: 0.000100 loss_class: 2.043451 loss_bbox: 0.127099 loss_giou: 0.193641 loss_mask: 0.335998 loss_dice: 0.358466 loss_class_aux: 13.248300 loss_bbox_aux: 0.902553 loss_giou_aux: 1.269249 loss_mask_aux: 2.077407 loss_dice_aux: 2.226003 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.905871 loss: 25.244592 eta: 5:56:23 batch_cost: 0.6334 data_cost: 0.0025 ips: 12.6310 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:36:54] ppdet.engine.callbacks INFO: Epoch: [106] [ 60/264] learning_rate: 0.000100 loss_class: 1.750421 loss_bbox: 0.129104 loss_giou: 0.191960 loss_mask: 0.356594 loss_dice: 0.351311 loss_class_aux: 11.547698 loss_bbox_aux: 0.879761 loss_giou_aux: 1.231144 loss_mask_aux: 2.130516 loss_dice_aux: 2.104906 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.512053 eta: 5:56:11 batch_cost: 0.5267 data_cost: 0.0020 ips: 15.1894 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:01] ppdet.engine.callbacks INFO: Epoch: [106] [ 70/264] learning_rate: 0.000100 loss_class: 1.821485 loss_bbox: 0.166449 loss_giou: 0.188885 loss_mask: 0.468789 loss_dice: 0.379239 loss_class_aux: 12.164491 loss_bbox_aux: 1.042917 loss_giou_aux: 1.211726 loss_mask_aux: 2.778434 loss_dice_aux: 2.292566 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.914411 eta: 5:56:01 batch_cost: 0.6552 data_cost: 0.0026 ips: 12.2109 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:14] ppdet.engine.callbacks INFO: Epoch: [106] [ 80/264] learning_rate: 0.000100 loss_class: 1.801186 loss_bbox: 0.139706 loss_giou: 0.206515 loss_mask: 0.378438 loss_dice: 0.388261 loss_class_aux: 12.161571 loss_bbox_aux: 0.945238 loss_giou_aux: 1.313159 loss_mask_aux: 2.165681 loss_dice_aux: 2.370095 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.402332 eta: 5:55:56 batch_cost: 1.2920 data_cost: 0.0018 ips: 6.1918 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:21] ppdet.engine.callbacks INFO: Epoch: [106] [ 90/264] learning_rate: 0.000100 loss_class: 2.044233 loss_bbox: 0.158567 loss_giou: 0.221646 loss_mask: 0.446409 loss_dice: 0.429211 loss_class_aux: 13.205678 loss_bbox_aux: 1.118963 loss_giou_aux: 1.425900 loss_mask_aux: 2.875672 loss_dice_aux: 2.644252 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.657957 eta: 5:55:46 batch_cost: 0.6782 data_cost: 0.0017 ips: 11.7953 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:27] ppdet.engine.callbacks INFO: Epoch: [106] [100/264] learning_rate: 0.000100 loss_class: 1.999379 loss_bbox: 0.160428 loss_giou: 0.211834 loss_mask: 0.458150 loss_dice: 0.445141 loss_class_aux: 12.907547 loss_bbox_aux: 1.094618 loss_giou_aux: 1.363198 loss_mask_aux: 2.784163 loss_dice_aux: 2.619313 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.545738 loss: 25.042598 eta: 5:55:34 batch_cost: 0.5584 data_cost: 0.0020 ips: 14.3277 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:33] ppdet.engine.callbacks INFO: Epoch: [106] [110/264] learning_rate: 0.000100 loss_class: 2.246413 loss_bbox: 0.157043 loss_giou: 0.218460 loss_mask: 0.496513 loss_dice: 0.433172 loss_class_aux: 14.340375 loss_bbox_aux: 1.029658 loss_giou_aux: 1.472407 loss_mask_aux: 2.974414 loss_dice_aux: 2.590644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.731834 loss: 27.013590 eta: 5:55:23 batch_cost: 0.5829 data_cost: 0.0020 ips: 13.7254 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:39] ppdet.engine.callbacks INFO: Epoch: [106] [120/264] learning_rate: 0.000100 loss_class: 2.078403 loss_bbox: 0.159835 loss_giou: 0.212020 loss_mask: 0.424669 loss_dice: 0.418794 loss_class_aux: 13.239115 loss_bbox_aux: 1.079565 loss_giou_aux: 1.390592 loss_mask_aux: 2.672339 loss_dice_aux: 2.590901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.277873 loss: 26.118872 eta: 5:55:12 batch_cost: 0.6035 data_cost: 0.0019 ips: 13.2567 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:46] ppdet.engine.callbacks INFO: Epoch: [106] [130/264] learning_rate: 0.000100 loss_class: 2.014537 loss_bbox: 0.144940 loss_giou: 0.227991 loss_mask: 0.386149 loss_dice: 0.415152 loss_class_aux: 13.020988 loss_bbox_aux: 1.018933 loss_giou_aux: 1.461464 loss_mask_aux: 2.318368 loss_dice_aux: 2.503631 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.600080 loss: 24.873569 eta: 5:55:02 batch_cost: 0.6059 data_cost: 0.0026 ips: 13.2027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:52] ppdet.engine.callbacks INFO: Epoch: [106] [140/264] learning_rate: 0.000100 loss_class: 2.044354 loss_bbox: 0.153247 loss_giou: 0.228962 loss_mask: 0.397157 loss_dice: 0.412131 loss_class_aux: 12.750142 loss_bbox_aux: 1.023689 loss_giou_aux: 1.450503 loss_mask_aux: 2.359632 loss_dice_aux: 2.564997 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.899150 loss: 24.387869 eta: 5:54:51 batch_cost: 0.5977 data_cost: 0.0020 ips: 13.3856 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:37:58] ppdet.engine.callbacks INFO: Epoch: [106] [150/264] learning_rate: 0.000100 loss_class: 1.948680 loss_bbox: 0.163445 loss_giou: 0.202872 loss_mask: 0.450390 loss_dice: 0.436586 loss_class_aux: 12.230806 loss_bbox_aux: 1.139688 loss_giou_aux: 1.317511 loss_mask_aux: 2.843009 loss_dice_aux: 2.647729 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.919601 loss: 24.588809 eta: 5:54:40 batch_cost: 0.5828 data_cost: 0.0020 ips: 13.7262 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:04] ppdet.engine.callbacks INFO: Epoch: [106] [160/264] learning_rate: 0.000100 loss_class: 1.957432 loss_bbox: 0.131976 loss_giou: 0.219352 loss_mask: 0.377097 loss_dice: 0.403560 loss_class_aux: 12.734894 loss_bbox_aux: 0.889311 loss_giou_aux: 1.415236 loss_mask_aux: 2.267041 loss_dice_aux: 2.517327 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.214868 eta: 5:54:29 batch_cost: 0.6173 data_cost: 0.0020 ips: 12.9599 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:11] ppdet.engine.callbacks INFO: Epoch: [106] [170/264] learning_rate: 0.000100 loss_class: 2.049743 loss_bbox: 0.151443 loss_giou: 0.197010 loss_mask: 0.434504 loss_dice: 0.406173 loss_class_aux: 13.066622 loss_bbox_aux: 1.036324 loss_giou_aux: 1.277239 loss_mask_aux: 2.697502 loss_dice_aux: 2.498240 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.130539 eta: 5:54:18 batch_cost: 0.5961 data_cost: 0.0025 ips: 13.4201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:11] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:38:11] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:38:17] ppdet.engine.callbacks INFO: Epoch: [106] [180/264] learning_rate: 0.000100 loss_class: 1.957119 loss_bbox: 0.161274 loss_giou: 0.207061 loss_mask: 0.449618 loss_dice: 0.422272 loss_class_aux: 12.976869 loss_bbox_aux: 1.090321 loss_giou_aux: 1.308819 loss_mask_aux: 2.787501 loss_dice_aux: 2.595715 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.524302 eta: 5:54:07 batch_cost: 0.6009 data_cost: 0.0019 ips: 13.3135 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:23] ppdet.engine.callbacks INFO: Epoch: [106] [190/264] learning_rate: 0.000100 loss_class: 2.117665 loss_bbox: 0.158483 loss_giou: 0.223849 loss_mask: 0.393865 loss_dice: 0.413765 loss_class_aux: 13.603799 loss_bbox_aux: 1.053402 loss_giou_aux: 1.427576 loss_mask_aux: 2.416068 loss_dice_aux: 2.491127 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.762589 eta: 5:53:56 batch_cost: 0.6120 data_cost: 0.0022 ips: 13.0723 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:30] ppdet.engine.callbacks INFO: Epoch: [106] [200/264] learning_rate: 0.000100 loss_class: 1.981863 loss_bbox: 0.141094 loss_giou: 0.215046 loss_mask: 0.422539 loss_dice: 0.413479 loss_class_aux: 11.736774 loss_bbox_aux: 0.960826 loss_giou_aux: 1.371292 loss_mask_aux: 2.705533 loss_dice_aux: 2.532623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.938153 eta: 5:53:45 batch_cost: 0.6052 data_cost: 0.0022 ips: 13.2183 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:36] ppdet.engine.callbacks INFO: Epoch: [106] [210/264] learning_rate: 0.000100 loss_class: 1.940280 loss_bbox: 0.168832 loss_giou: 0.240226 loss_mask: 0.534708 loss_dice: 0.479423 loss_class_aux: 12.807684 loss_bbox_aux: 1.148237 loss_giou_aux: 1.558217 loss_mask_aux: 3.186839 loss_dice_aux: 2.933981 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.800544 loss: 25.275393 eta: 5:53:34 batch_cost: 0.5731 data_cost: 0.0023 ips: 13.9593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:42] ppdet.engine.callbacks INFO: Epoch: [106] [220/264] learning_rate: 0.000100 loss_class: 2.408069 loss_bbox: 0.190257 loss_giou: 0.242380 loss_mask: 0.441780 loss_dice: 0.451711 loss_class_aux: 15.238874 loss_bbox_aux: 1.247990 loss_giou_aux: 1.534278 loss_mask_aux: 3.101581 loss_dice_aux: 2.753041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.731208 loss: 28.663848 eta: 5:53:23 batch_cost: 0.6261 data_cost: 0.0024 ips: 12.7767 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:48] ppdet.engine.callbacks INFO: Epoch: [106] [230/264] learning_rate: 0.000100 loss_class: 2.075947 loss_bbox: 0.160038 loss_giou: 0.198668 loss_mask: 0.376486 loss_dice: 0.449640 loss_class_aux: 12.982279 loss_bbox_aux: 1.078529 loss_giou_aux: 1.315951 loss_mask_aux: 2.246820 loss_dice_aux: 2.671570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.439880 loss: 25.307019 eta: 5:53:12 batch_cost: 0.5500 data_cost: 0.0017 ips: 14.5444 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:54] ppdet.engine.callbacks INFO: Epoch: [106] [240/264] learning_rate: 0.000100 loss_class: 2.066571 loss_bbox: 0.141398 loss_giou: 0.193902 loss_mask: 0.402502 loss_dice: 0.394863 loss_class_aux: 13.465215 loss_bbox_aux: 0.984023 loss_giou_aux: 1.271171 loss_mask_aux: 2.609620 loss_dice_aux: 2.484904 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.800619 eta: 5:53:01 batch_cost: 0.5641 data_cost: 0.0016 ips: 14.1816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:38:59] ppdet.engine.callbacks INFO: Epoch: [106] [250/264] learning_rate: 0.000100 loss_class: 1.938452 loss_bbox: 0.140993 loss_giou: 0.184904 loss_mask: 0.393610 loss_dice: 0.382335 loss_class_aux: 12.547626 loss_bbox_aux: 0.924234 loss_giou_aux: 1.222813 loss_mask_aux: 2.378936 loss_dice_aux: 2.359098 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.642274 eta: 5:52:49 batch_cost: 0.5190 data_cost: 0.0015 ips: 15.4142 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:39:05] ppdet.engine.callbacks INFO: Epoch: [106] [260/264] learning_rate: 0.000100 loss_class: 2.031644 loss_bbox: 0.164303 loss_giou: 0.213505 loss_mask: 0.452771 loss_dice: 0.426095 loss_class_aux: 12.789878 loss_bbox_aux: 1.049913 loss_giou_aux: 1.355834 loss_mask_aux: 2.646513 loss_dice_aux: 2.611061 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.936163 eta: 5:52:38 batch_cost: 0.5687 data_cost: 0.0016 ips: 14.0663 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:39:55] ppdet.engine.callbacks INFO: Epoch: [107] [  0/264] learning_rate: 0.000100 loss_class: 2.018753 loss_bbox: 0.156983 loss_giou: 0.219158 loss_mask: 0.469575 loss_dice: 0.439291 loss_class_aux: 13.026916 loss_bbox_aux: 1.035162 loss_giou_aux: 1.410041 loss_mask_aux: 2.952908 loss_dice_aux: 2.687310 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.071404 eta: 5:52:45 batch_cost: 1.8695 data_cost: 1.2413 ips: 4.2791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:05] ppdet.engine.callbacks INFO: Epoch: [107] [ 10/264] learning_rate: 0.000100 loss_class: 2.057211 loss_bbox: 0.162703 loss_giou: 0.232327 loss_mask: 0.488633 loss_dice: 0.450308 loss_class_aux: 12.992168 loss_bbox_aux: 1.076180 loss_giou_aux: 1.473437 loss_mask_aux: 2.913531 loss_dice_aux: 2.698405 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.799359 eta: 5:52:38 batch_cost: 1.0089 data_cost: 0.0132 ips: 7.9296 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:10] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:40:10] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:40:15] ppdet.engine.callbacks INFO: Epoch: [107] [ 20/264] learning_rate: 0.000100 loss_class: 1.966821 loss_bbox: 0.145677 loss_giou: 0.207573 loss_mask: 0.388780 loss_dice: 0.417914 loss_class_aux: 12.457285 loss_bbox_aux: 0.944587 loss_giou_aux: 1.422572 loss_mask_aux: 2.329010 loss_dice_aux: 2.543769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.843045 loss: 24.341514 eta: 5:52:29 batch_cost: 0.8911 data_cost: 0.0099 ips: 8.9778 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:23] ppdet.engine.callbacks INFO: Epoch: [107] [ 30/264] learning_rate: 0.000100 loss_class: 1.998677 loss_bbox: 0.141831 loss_giou: 0.208725 loss_mask: 0.387638 loss_dice: 0.408527 loss_class_aux: 13.262558 loss_bbox_aux: 0.959618 loss_giou_aux: 1.359232 loss_mask_aux: 2.399151 loss_dice_aux: 2.468587 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.709229 loss: 25.133004 eta: 5:52:20 batch_cost: 0.7571 data_cost: 0.0076 ips: 10.5667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:29] ppdet.engine.callbacks INFO: Epoch: [107] [ 40/264] learning_rate: 0.000100 loss_class: 1.871243 loss_bbox: 0.150993 loss_giou: 0.210558 loss_mask: 0.382716 loss_dice: 0.417284 loss_class_aux: 11.830427 loss_bbox_aux: 0.988371 loss_giou_aux: 1.346814 loss_mask_aux: 2.410594 loss_dice_aux: 2.555261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.632562 eta: 5:52:09 batch_cost: 0.6392 data_cost: 0.0019 ips: 12.5149 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:36] ppdet.engine.callbacks INFO: Epoch: [107] [ 50/264] learning_rate: 0.000100 loss_class: 2.078044 loss_bbox: 0.157698 loss_giou: 0.220116 loss_mask: 0.440136 loss_dice: 0.408923 loss_class_aux: 13.430882 loss_bbox_aux: 1.005392 loss_giou_aux: 1.372459 loss_mask_aux: 2.641729 loss_dice_aux: 2.475054 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.859231 eta: 5:51:58 batch_cost: 0.5992 data_cost: 0.0027 ips: 13.3507 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:41] ppdet.engine.callbacks INFO: Epoch: [107] [ 60/264] learning_rate: 0.000100 loss_class: 2.216874 loss_bbox: 0.153504 loss_giou: 0.211856 loss_mask: 0.497863 loss_dice: 0.419594 loss_class_aux: 13.851061 loss_bbox_aux: 1.008215 loss_giou_aux: 1.416983 loss_mask_aux: 2.987280 loss_dice_aux: 2.651008 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.619574 eta: 5:51:47 batch_cost: 0.5539 data_cost: 0.0023 ips: 14.4422 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:47] ppdet.engine.callbacks INFO: Epoch: [107] [ 70/264] learning_rate: 0.000100 loss_class: 2.086841 loss_bbox: 0.158798 loss_giou: 0.214364 loss_mask: 0.405062 loss_dice: 0.384590 loss_class_aux: 13.454628 loss_bbox_aux: 1.048367 loss_giou_aux: 1.361989 loss_mask_aux: 2.461141 loss_dice_aux: 2.341869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.043452 loss: 24.528606 eta: 5:51:36 batch_cost: 0.5840 data_cost: 0.0021 ips: 13.6990 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:40:54] ppdet.engine.callbacks INFO: Epoch: [107] [ 80/264] learning_rate: 0.000100 loss_class: 1.989669 loss_bbox: 0.147949 loss_giou: 0.224295 loss_mask: 0.373387 loss_dice: 0.424799 loss_class_aux: 13.542993 loss_bbox_aux: 0.969780 loss_giou_aux: 1.406124 loss_mask_aux: 2.270797 loss_dice_aux: 2.557052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.891427 eta: 5:51:25 batch_cost: 0.6330 data_cost: 0.0021 ips: 12.6376 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:01] ppdet.engine.callbacks INFO: Epoch: [107] [ 90/264] learning_rate: 0.000100 loss_class: 1.848603 loss_bbox: 0.145564 loss_giou: 0.202889 loss_mask: 0.351499 loss_dice: 0.403471 loss_class_aux: 11.902545 loss_bbox_aux: 0.917346 loss_giou_aux: 1.336802 loss_mask_aux: 2.139131 loss_dice_aux: 2.501934 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.976200 loss: 22.244605 eta: 5:51:15 batch_cost: 0.6124 data_cost: 0.0022 ips: 13.0635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:07] ppdet.engine.callbacks INFO: Epoch: [107] [100/264] learning_rate: 0.000100 loss_class: 1.970606 loss_bbox: 0.128792 loss_giou: 0.186066 loss_mask: 0.353234 loss_dice: 0.399710 loss_class_aux: 12.376295 loss_bbox_aux: 0.844996 loss_giou_aux: 1.215721 loss_mask_aux: 2.174381 loss_dice_aux: 2.428578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.480797 eta: 5:51:04 batch_cost: 0.6110 data_cost: 0.0021 ips: 13.0943 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:13] ppdet.engine.callbacks INFO: Epoch: [107] [110/264] learning_rate: 0.000100 loss_class: 1.939922 loss_bbox: 0.139969 loss_giou: 0.189553 loss_mask: 0.394503 loss_dice: 0.370473 loss_class_aux: 12.691701 loss_bbox_aux: 0.944243 loss_giou_aux: 1.195627 loss_mask_aux: 2.472701 loss_dice_aux: 2.255385 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.003109 eta: 5:50:53 batch_cost: 0.5936 data_cost: 0.0020 ips: 13.4773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:19] ppdet.engine.callbacks INFO: Epoch: [107] [120/264] learning_rate: 0.000100 loss_class: 1.969794 loss_bbox: 0.144762 loss_giou: 0.194119 loss_mask: 0.368916 loss_dice: 0.383212 loss_class_aux: 12.159533 loss_bbox_aux: 0.982249 loss_giou_aux: 1.282355 loss_mask_aux: 2.211081 loss_dice_aux: 2.384306 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.817709 eta: 5:50:42 batch_cost: 0.5921 data_cost: 0.0019 ips: 13.5102 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:25] ppdet.engine.callbacks INFO: Epoch: [107] [130/264] learning_rate: 0.000100 loss_class: 2.189875 loss_bbox: 0.198804 loss_giou: 0.199902 loss_mask: 0.558487 loss_dice: 0.458613 loss_class_aux: 13.964077 loss_bbox_aux: 1.341204 loss_giou_aux: 1.340138 loss_mask_aux: 3.386657 loss_dice_aux: 2.743280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.171770 eta: 5:50:31 batch_cost: 0.5661 data_cost: 0.0022 ips: 14.1321 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:32] ppdet.engine.callbacks INFO: Epoch: [107] [140/264] learning_rate: 0.000100 loss_class: 1.897612 loss_bbox: 0.171902 loss_giou: 0.203879 loss_mask: 0.435474 loss_dice: 0.432737 loss_class_aux: 12.661598 loss_bbox_aux: 1.068893 loss_giou_aux: 1.282362 loss_mask_aux: 2.720479 loss_dice_aux: 2.557369 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.254150 eta: 5:50:20 batch_cost: 0.6023 data_cost: 0.0023 ips: 13.2833 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:39] ppdet.engine.callbacks INFO: Epoch: [107] [150/264] learning_rate: 0.000100 loss_class: 2.540771 loss_bbox: 0.190084 loss_giou: 0.214722 loss_mask: 0.579170 loss_dice: 0.484840 loss_class_aux: 15.160521 loss_bbox_aux: 1.218480 loss_giou_aux: 1.372678 loss_mask_aux: 3.409958 loss_dice_aux: 2.891718 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.436154 loss: 28.237232 eta: 5:50:10 batch_cost: 0.6562 data_cost: 0.0026 ips: 12.1909 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:46] ppdet.engine.callbacks INFO: Epoch: [107] [160/264] learning_rate: 0.000100 loss_class: 2.018633 loss_bbox: 0.167734 loss_giou: 0.240273 loss_mask: 0.421806 loss_dice: 0.437595 loss_class_aux: 12.831224 loss_bbox_aux: 1.056990 loss_giou_aux: 1.516374 loss_mask_aux: 2.579417 loss_dice_aux: 2.630139 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.687315 loss: 24.517309 eta: 5:49:59 batch_cost: 0.6668 data_cost: 0.0052 ips: 11.9974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:41:58] ppdet.engine.callbacks INFO: Epoch: [107] [170/264] learning_rate: 0.000100 loss_class: 1.962108 loss_bbox: 0.155022 loss_giou: 0.215645 loss_mask: 0.408257 loss_dice: 0.429626 loss_class_aux: 12.468142 loss_bbox_aux: 1.058087 loss_giou_aux: 1.386152 loss_mask_aux: 2.543688 loss_dice_aux: 2.644692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.275821 loss: 25.858183 eta: 5:49:54 batch_cost: 1.2715 data_cost: 0.0020 ips: 6.2919 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:42:13] ppdet.engine.callbacks INFO: Epoch: [107] [180/264] learning_rate: 0.000100 loss_class: 2.140260 loss_bbox: 0.158534 loss_giou: 0.218832 loss_mask: 0.386284 loss_dice: 0.443326 loss_class_aux: 13.682609 loss_bbox_aux: 1.009085 loss_giou_aux: 1.395430 loss_mask_aux: 2.314604 loss_dice_aux: 2.600237 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.176126 eta: 5:49:50 batch_cost: 1.3894 data_cost: 0.0014 ips: 5.7577 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:42:26] ppdet.engine.callbacks INFO: Epoch: [107] [190/264] learning_rate: 0.000100 loss_class: 2.126164 loss_bbox: 0.153787 loss_giou: 0.199560 loss_mask: 0.457815 loss_dice: 0.396409 loss_class_aux: 13.862482 loss_bbox_aux: 1.032623 loss_giou_aux: 1.264100 loss_mask_aux: 2.865619 loss_dice_aux: 2.397783 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.851970 eta: 5:49:46 batch_cost: 1.3529 data_cost: 0.0014 ips: 5.9131 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:42:40] ppdet.engine.callbacks INFO: Epoch: [107] [200/264] learning_rate: 0.000100 loss_class: 1.955251 loss_bbox: 0.158036 loss_giou: 0.222401 loss_mask: 0.402522 loss_dice: 0.414845 loss_class_aux: 12.214774 loss_bbox_aux: 1.060880 loss_giou_aux: 1.407911 loss_mask_aux: 2.477520 loss_dice_aux: 2.526333 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.433293 eta: 5:49:41 batch_cost: 1.3542 data_cost: 0.0014 ips: 5.9074 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:42:54] ppdet.engine.callbacks INFO: Epoch: [107] [210/264] learning_rate: 0.000100 loss_class: 1.900065 loss_bbox: 0.143411 loss_giou: 0.197650 loss_mask: 0.368039 loss_dice: 0.397730 loss_class_aux: 12.294704 loss_bbox_aux: 1.002197 loss_giou_aux: 1.301410 loss_mask_aux: 2.322799 loss_dice_aux: 2.496739 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.326221 eta: 5:49:37 batch_cost: 1.3966 data_cost: 0.0015 ips: 5.7283 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:43:08] ppdet.engine.callbacks INFO: Epoch: [107] [220/264] learning_rate: 0.000100 loss_class: 2.041250 loss_bbox: 0.148564 loss_giou: 0.196648 loss_mask: 0.481428 loss_dice: 0.444366 loss_class_aux: 13.271538 loss_bbox_aux: 0.983261 loss_giou_aux: 1.280245 loss_mask_aux: 2.939833 loss_dice_aux: 2.707514 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.749487 eta: 5:49:33 batch_cost: 1.3454 data_cost: 0.0014 ips: 5.9460 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:43:22] ppdet.engine.callbacks INFO: Epoch: [107] [230/264] learning_rate: 0.000100 loss_class: 1.863168 loss_bbox: 0.157858 loss_giou: 0.218986 loss_mask: 0.434425 loss_dice: 0.427061 loss_class_aux: 11.930192 loss_bbox_aux: 1.084270 loss_giou_aux: 1.410817 loss_mask_aux: 2.706320 loss_dice_aux: 2.640190 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.150025 eta: 5:49:29 batch_cost: 1.3770 data_cost: 0.0013 ips: 5.8099 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:43:36] ppdet.engine.callbacks INFO: Epoch: [107] [240/264] learning_rate: 0.000100 loss_class: 1.957691 loss_bbox: 0.153556 loss_giou: 0.219234 loss_mask: 0.471885 loss_dice: 0.427386 loss_class_aux: 12.806744 loss_bbox_aux: 1.077615 loss_giou_aux: 1.422317 loss_mask_aux: 2.702933 loss_dice_aux: 2.568398 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.782154 loss: 24.836884 eta: 5:49:24 batch_cost: 1.3532 data_cost: 0.0013 ips: 5.9120 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:43:50] ppdet.engine.callbacks INFO: Epoch: [107] [250/264] learning_rate: 0.000100 loss_class: 2.059910 loss_bbox: 0.167203 loss_giou: 0.216556 loss_mask: 0.415153 loss_dice: 0.424619 loss_class_aux: 13.989382 loss_bbox_aux: 1.124738 loss_giou_aux: 1.401934 loss_mask_aux: 2.679950 loss_dice_aux: 2.568034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.670636 eta: 5:49:20 batch_cost: 1.3840 data_cost: 0.0013 ips: 5.7805 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:44:03] ppdet.engine.callbacks INFO: Epoch: [107] [260/264] learning_rate: 0.000100 loss_class: 2.198616 loss_bbox: 0.151408 loss_giou: 0.207435 loss_mask: 0.429411 loss_dice: 0.473464 loss_class_aux: 14.420248 loss_bbox_aux: 1.043391 loss_giou_aux: 1.326042 loss_mask_aux: 2.631628 loss_dice_aux: 2.824869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.790545 eta: 5:49:15 batch_cost: 1.3154 data_cost: 0.0013 ips: 6.0818 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:45:01] ppdet.engine.callbacks INFO: Epoch: [108] [  0/264] learning_rate: 0.000100 loss_class: 1.899853 loss_bbox: 0.151408 loss_giou: 0.182215 loss_mask: 0.427538 loss_dice: 0.376024 loss_class_aux: 12.389575 loss_bbox_aux: 1.024854 loss_giou_aux: 1.209001 loss_mask_aux: 2.587350 loss_dice_aux: 2.276899 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.212298 eta: 5:49:28 batch_cost: 3.1031 data_cost: 1.7010 ips: 2.5781 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:45:17] ppdet.engine.callbacks INFO: Epoch: [108] [ 10/264] learning_rate: 0.000100 loss_class: 2.067317 loss_bbox: 0.168352 loss_giou: 0.223123 loss_mask: 0.399131 loss_dice: 0.410065 loss_class_aux: 13.251825 loss_bbox_aux: 1.120567 loss_giou_aux: 1.449521 loss_mask_aux: 2.398843 loss_dice_aux: 2.480135 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.810622 loss: 24.873960 eta: 5:49:25 batch_cost: 1.5285 data_cost: 0.0039 ips: 5.2339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:45:28] ppdet.engine.callbacks INFO: Epoch: [108] [ 20/264] learning_rate: 0.000100 loss_class: 2.093910 loss_bbox: 0.158416 loss_giou: 0.241118 loss_mask: 0.432724 loss_dice: 0.420787 loss_class_aux: 13.692157 loss_bbox_aux: 1.002018 loss_giou_aux: 1.514371 loss_mask_aux: 2.490628 loss_dice_aux: 2.526540 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.144249 eta: 5:49:19 batch_cost: 1.1087 data_cost: 0.0016 ips: 7.2156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:45:42] ppdet.engine.callbacks INFO: Epoch: [108] [ 30/264] learning_rate: 0.000100 loss_class: 2.125834 loss_bbox: 0.155810 loss_giou: 0.239143 loss_mask: 0.350083 loss_dice: 0.408057 loss_class_aux: 13.542689 loss_bbox_aux: 1.001751 loss_giou_aux: 1.507366 loss_mask_aux: 2.209589 loss_dice_aux: 2.509124 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.306073 eta: 5:49:15 batch_cost: 1.3682 data_cost: 0.0015 ips: 5.8472 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:45:56] ppdet.engine.callbacks INFO: Epoch: [108] [ 40/264] learning_rate: 0.000100 loss_class: 1.989877 loss_bbox: 0.182498 loss_giou: 0.213284 loss_mask: 0.446557 loss_dice: 0.449678 loss_class_aux: 13.017965 loss_bbox_aux: 1.173133 loss_giou_aux: 1.387421 loss_mask_aux: 2.800258 loss_dice_aux: 2.692748 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.174336 eta: 5:49:10 batch_cost: 1.3444 data_cost: 0.0018 ips: 5.9506 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:46:09] ppdet.engine.callbacks INFO: Epoch: [108] [ 50/264] learning_rate: 0.000100 loss_class: 1.880103 loss_bbox: 0.138209 loss_giou: 0.200770 loss_mask: 0.354301 loss_dice: 0.394595 loss_class_aux: 12.094496 loss_bbox_aux: 0.940746 loss_giou_aux: 1.322867 loss_mask_aux: 2.172357 loss_dice_aux: 2.374547 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.757728 eta: 5:49:05 batch_cost: 1.2882 data_cost: 0.0015 ips: 6.2100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:46:10] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:46:10] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:46:23] ppdet.engine.callbacks INFO: Epoch: [108] [ 60/264] learning_rate: 0.000100 loss_class: 2.090858 loss_bbox: 0.173953 loss_giou: 0.229054 loss_mask: 0.457865 loss_dice: 0.449342 loss_class_aux: 13.296490 loss_bbox_aux: 1.148872 loss_giou_aux: 1.433797 loss_mask_aux: 2.783730 loss_dice_aux: 2.730783 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.057907 eta: 5:49:00 batch_cost: 1.3568 data_cost: 0.0014 ips: 5.8962 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:46:36] ppdet.engine.callbacks INFO: Epoch: [108] [ 70/264] learning_rate: 0.000100 loss_class: 2.029801 loss_bbox: 0.154800 loss_giou: 0.208997 loss_mask: 0.352066 loss_dice: 0.404988 loss_class_aux: 12.677454 loss_bbox_aux: 1.015935 loss_giou_aux: 1.350329 loss_mask_aux: 2.150857 loss_dice_aux: 2.521616 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.721723 eta: 5:48:55 batch_cost: 1.2829 data_cost: 0.0015 ips: 6.2358 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:46:50] ppdet.engine.callbacks INFO: Epoch: [108] [ 80/264] learning_rate: 0.000100 loss_class: 2.148220 loss_bbox: 0.149553 loss_giou: 0.209501 loss_mask: 0.400717 loss_dice: 0.434145 loss_class_aux: 13.303227 loss_bbox_aux: 1.029941 loss_giou_aux: 1.334133 loss_mask_aux: 2.409452 loss_dice_aux: 2.652449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.649200 eta: 5:48:51 batch_cost: 1.3470 data_cost: 0.0014 ips: 5.9391 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:47:04] ppdet.engine.callbacks INFO: Epoch: [108] [ 90/264] learning_rate: 0.000100 loss_class: 1.918327 loss_bbox: 0.155610 loss_giou: 0.218770 loss_mask: 0.477175 loss_dice: 0.441909 loss_class_aux: 12.799469 loss_bbox_aux: 1.024309 loss_giou_aux: 1.375811 loss_mask_aux: 2.895514 loss_dice_aux: 2.662254 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.941305 eta: 5:48:46 batch_cost: 1.3495 data_cost: 0.0015 ips: 5.9282 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:47:18] ppdet.engine.callbacks INFO: Epoch: [108] [100/264] learning_rate: 0.000100 loss_class: 2.273025 loss_bbox: 0.209362 loss_giou: 0.207463 loss_mask: 0.539100 loss_dice: 0.469567 loss_class_aux: 15.369849 loss_bbox_aux: 1.391875 loss_giou_aux: 1.429688 loss_mask_aux: 3.425291 loss_dice_aux: 2.907098 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 30.269186 eta: 5:48:42 batch_cost: 1.3934 data_cost: 0.0020 ips: 5.7414 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:47:32] ppdet.engine.callbacks INFO: Epoch: [108] [110/264] learning_rate: 0.000100 loss_class: 2.044688 loss_bbox: 0.162877 loss_giou: 0.226837 loss_mask: 0.400263 loss_dice: 0.421873 loss_class_aux: 12.899961 loss_bbox_aux: 1.042948 loss_giou_aux: 1.439478 loss_mask_aux: 2.479022 loss_dice_aux: 2.558167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.192374 eta: 5:48:38 batch_cost: 1.3794 data_cost: 0.0014 ips: 5.7997 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:47:46] ppdet.engine.callbacks INFO: Epoch: [108] [120/264] learning_rate: 0.000100 loss_class: 2.038418 loss_bbox: 0.170010 loss_giou: 0.208942 loss_mask: 0.488999 loss_dice: 0.446631 loss_class_aux: 12.893432 loss_bbox_aux: 1.102047 loss_giou_aux: 1.312796 loss_mask_aux: 2.993165 loss_dice_aux: 2.589853 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.270081 eta: 5:48:33 batch_cost: 1.3559 data_cost: 0.0014 ips: 5.9004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:48:00] ppdet.engine.callbacks INFO: Epoch: [108] [130/264] learning_rate: 0.000100 loss_class: 1.872296 loss_bbox: 0.157242 loss_giou: 0.206300 loss_mask: 0.381519 loss_dice: 0.407474 loss_class_aux: 11.923434 loss_bbox_aux: 1.070744 loss_giou_aux: 1.350364 loss_mask_aux: 2.330345 loss_dice_aux: 2.452637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.575418 eta: 5:48:29 batch_cost: 1.3857 data_cost: 0.0014 ips: 5.7733 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:48:14] ppdet.engine.callbacks INFO: Epoch: [108] [140/264] learning_rate: 0.000100 loss_class: 2.100060 loss_bbox: 0.173159 loss_giou: 0.231507 loss_mask: 0.474327 loss_dice: 0.446961 loss_class_aux: 13.313779 loss_bbox_aux: 1.102972 loss_giou_aux: 1.462621 loss_mask_aux: 2.878025 loss_dice_aux: 2.683947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.799750 loss: 25.731802 eta: 5:48:25 batch_cost: 1.3655 data_cost: 0.0014 ips: 5.8588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:48:27] ppdet.engine.callbacks INFO: Epoch: [108] [150/264] learning_rate: 0.000100 loss_class: 2.147612 loss_bbox: 0.173149 loss_giou: 0.207226 loss_mask: 0.594777 loss_dice: 0.463156 loss_class_aux: 13.637752 loss_bbox_aux: 1.172912 loss_giou_aux: 1.320564 loss_mask_aux: 3.600043 loss_dice_aux: 2.774658 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.317153 eta: 5:48:20 batch_cost: 1.3184 data_cost: 0.0014 ips: 6.0682 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:48:41] ppdet.engine.callbacks INFO: Epoch: [108] [160/264] learning_rate: 0.000100 loss_class: 1.896036 loss_bbox: 0.147923 loss_giou: 0.214320 loss_mask: 0.367828 loss_dice: 0.407021 loss_class_aux: 12.615627 loss_bbox_aux: 0.971998 loss_giou_aux: 1.404600 loss_mask_aux: 2.215437 loss_dice_aux: 2.481447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.411844 eta: 5:48:15 batch_cost: 1.3493 data_cost: 0.0015 ips: 5.9289 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:48:55] ppdet.engine.callbacks INFO: Epoch: [108] [170/264] learning_rate: 0.000100 loss_class: 2.037126 loss_bbox: 0.159612 loss_giou: 0.237514 loss_mask: 0.374602 loss_dice: 0.424525 loss_class_aux: 12.643576 loss_bbox_aux: 1.018582 loss_giou_aux: 1.503232 loss_mask_aux: 2.320475 loss_dice_aux: 2.599600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.448689 loss: 25.941711 eta: 5:48:11 batch_cost: 1.3744 data_cost: 0.0014 ips: 5.8206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:49:09] ppdet.engine.callbacks INFO: Epoch: [108] [180/264] learning_rate: 0.000100 loss_class: 2.111711 loss_bbox: 0.141906 loss_giou: 0.198521 loss_mask: 0.371696 loss_dice: 0.421407 loss_class_aux: 13.351968 loss_bbox_aux: 0.930574 loss_giou_aux: 1.267654 loss_mask_aux: 2.285148 loss_dice_aux: 2.574754 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.757894 eta: 5:48:06 batch_cost: 1.3787 data_cost: 0.0016 ips: 5.8027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:49:23] ppdet.engine.callbacks INFO: Epoch: [108] [190/264] learning_rate: 0.000100 loss_class: 2.047966 loss_bbox: 0.168095 loss_giou: 0.236937 loss_mask: 0.521408 loss_dice: 0.420289 loss_class_aux: 13.210532 loss_bbox_aux: 1.104197 loss_giou_aux: 1.531040 loss_mask_aux: 2.956235 loss_dice_aux: 2.523074 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.927457 eta: 5:48:02 batch_cost: 1.4002 data_cost: 0.0014 ips: 5.7133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:49:36] ppdet.engine.callbacks INFO: Epoch: [108] [200/264] learning_rate: 0.000100 loss_class: 2.066891 loss_bbox: 0.174251 loss_giou: 0.220897 loss_mask: 0.472668 loss_dice: 0.445838 loss_class_aux: 13.336196 loss_bbox_aux: 1.090726 loss_giou_aux: 1.427247 loss_mask_aux: 2.945514 loss_dice_aux: 2.721607 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.677117 eta: 5:47:57 batch_cost: 1.2866 data_cost: 0.0014 ips: 6.2179 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:49:47] ppdet.engine.callbacks INFO: Epoch: [108] [210/264] learning_rate: 0.000100 loss_class: 2.077865 loss_bbox: 0.146593 loss_giou: 0.207136 loss_mask: 0.409546 loss_dice: 0.423134 loss_class_aux: 13.313622 loss_bbox_aux: 0.995748 loss_giou_aux: 1.345594 loss_mask_aux: 2.342585 loss_dice_aux: 2.549990 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.844910 eta: 5:47:50 batch_cost: 1.0212 data_cost: 0.0015 ips: 7.8341 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:50:01] ppdet.engine.callbacks INFO: Epoch: [108] [220/264] learning_rate: 0.000100 loss_class: 1.886617 loss_bbox: 0.137710 loss_giou: 0.213026 loss_mask: 0.325205 loss_dice: 0.398648 loss_class_aux: 12.123576 loss_bbox_aux: 0.880860 loss_giou_aux: 1.353747 loss_mask_aux: 1.975027 loss_dice_aux: 2.403326 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.054551 eta: 5:47:45 batch_cost: 1.3671 data_cost: 0.0014 ips: 5.8517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:50:15] ppdet.engine.callbacks INFO: Epoch: [108] [230/264] learning_rate: 0.000100 loss_class: 1.937362 loss_bbox: 0.165422 loss_giou: 0.211127 loss_mask: 0.465103 loss_dice: 0.429769 loss_class_aux: 12.565771 loss_bbox_aux: 1.072792 loss_giou_aux: 1.373009 loss_mask_aux: 2.797831 loss_dice_aux: 2.683856 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.081674 eta: 5:47:41 batch_cost: 1.3832 data_cost: 0.0013 ips: 5.7836 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:50:29] ppdet.engine.callbacks INFO: Epoch: [108] [240/264] learning_rate: 0.000100 loss_class: 1.924472 loss_bbox: 0.136360 loss_giou: 0.204721 loss_mask: 0.352013 loss_dice: 0.394234 loss_class_aux: 12.353530 loss_bbox_aux: 0.885781 loss_giou_aux: 1.349868 loss_mask_aux: 2.092601 loss_dice_aux: 2.362890 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640231 loss: 23.530154 eta: 5:47:36 batch_cost: 1.3631 data_cost: 0.0013 ips: 5.8690 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:50:43] ppdet.engine.callbacks INFO: Epoch: [108] [250/264] learning_rate: 0.000100 loss_class: 1.971623 loss_bbox: 0.164593 loss_giou: 0.201658 loss_mask: 0.441058 loss_dice: 0.399832 loss_class_aux: 12.462732 loss_bbox_aux: 1.091205 loss_giou_aux: 1.273470 loss_mask_aux: 2.693022 loss_dice_aux: 2.482808 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.597615 loss: 25.728109 eta: 5:47:32 batch_cost: 1.3878 data_cost: 0.0013 ips: 5.7645 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:50:57] ppdet.engine.callbacks INFO: Epoch: [108] [260/264] learning_rate: 0.000100 loss_class: 1.904419 loss_bbox: 0.140466 loss_giou: 0.230024 loss_mask: 0.348300 loss_dice: 0.399805 loss_class_aux: 12.158676 loss_bbox_aux: 0.940858 loss_giou_aux: 1.448457 loss_mask_aux: 2.091143 loss_dice_aux: 2.435423 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.308590 eta: 5:47:28 batch_cost: 1.3692 data_cost: 0.0013 ips: 5.8429 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:51:53] ppdet.engine.callbacks INFO: Epoch: [109] [  0/264] learning_rate: 0.000100 loss_class: 1.987543 loss_bbox: 0.145818 loss_giou: 0.214239 loss_mask: 0.367838 loss_dice: 0.399673 loss_class_aux: 12.583087 loss_bbox_aux: 0.986399 loss_giou_aux: 1.373410 loss_mask_aux: 2.419177 loss_dice_aux: 2.435423 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.246660 eta: 5:47:39 batch_cost: 2.9631 data_cost: 1.5587 ips: 2.6999 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:52:09] ppdet.engine.callbacks INFO: Epoch: [109] [ 10/264] learning_rate: 0.000100 loss_class: 2.077606 loss_bbox: 0.161509 loss_giou: 0.186826 loss_mask: 0.497800 loss_dice: 0.444727 loss_class_aux: 13.552108 loss_bbox_aux: 1.126847 loss_giou_aux: 1.207090 loss_mask_aux: 3.163981 loss_dice_aux: 2.765058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.256245 eta: 5:47:36 batch_cost: 1.5127 data_cost: 0.0050 ips: 5.2886 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:52:23] ppdet.engine.callbacks INFO: Epoch: [109] [ 20/264] learning_rate: 0.000100 loss_class: 2.094048 loss_bbox: 0.166167 loss_giou: 0.207528 loss_mask: 0.471376 loss_dice: 0.436935 loss_class_aux: 13.627053 loss_bbox_aux: 1.170498 loss_giou_aux: 1.315546 loss_mask_aux: 2.888508 loss_dice_aux: 2.709827 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.641397 eta: 5:47:31 batch_cost: 1.4014 data_cost: 0.0014 ips: 5.7088 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:52:36] ppdet.engine.callbacks INFO: Epoch: [109] [ 30/264] learning_rate: 0.000100 loss_class: 1.903559 loss_bbox: 0.151258 loss_giou: 0.210509 loss_mask: 0.382517 loss_dice: 0.390426 loss_class_aux: 11.663874 loss_bbox_aux: 0.979857 loss_giou_aux: 1.321925 loss_mask_aux: 2.431742 loss_dice_aux: 2.440752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.781319 eta: 5:47:26 batch_cost: 1.3056 data_cost: 0.0014 ips: 6.1274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:52:50] ppdet.engine.callbacks INFO: Epoch: [109] [ 40/264] learning_rate: 0.000100 loss_class: 2.110159 loss_bbox: 0.134153 loss_giou: 0.241187 loss_mask: 0.342427 loss_dice: 0.411023 loss_class_aux: 12.989964 loss_bbox_aux: 0.907624 loss_giou_aux: 1.540952 loss_mask_aux: 2.107755 loss_dice_aux: 2.482222 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.721293 loss: 23.844951 eta: 5:47:22 batch_cost: 1.3505 data_cost: 0.0015 ips: 5.9239 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:53:07] ppdet.engine.callbacks INFO: Epoch: [109] [ 50/264] learning_rate: 0.000100 loss_class: 1.939781 loss_bbox: 0.169642 loss_giou: 0.234636 loss_mask: 0.498087 loss_dice: 0.444650 loss_class_aux: 13.017852 loss_bbox_aux: 1.153643 loss_giou_aux: 1.476559 loss_mask_aux: 3.026978 loss_dice_aux: 2.724722 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.916980 eta: 5:47:20 batch_cost: 1.6985 data_cost: 0.0014 ips: 4.7101 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:53:18] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 02:53:18] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 02:53:19] ppdet.engine.callbacks INFO: Epoch: [109] [ 60/264] learning_rate: 0.000100 loss_class: 1.988217 loss_bbox: 0.160289 loss_giou: 0.222791 loss_mask: 0.468227 loss_dice: 0.456441 loss_class_aux: 12.940649 loss_bbox_aux: 1.082602 loss_giou_aux: 1.466571 loss_mask_aux: 2.858154 loss_dice_aux: 2.722032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.866537 eta: 5:47:14 batch_cost: 1.1731 data_cost: 0.0018 ips: 6.8193 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:53:33] ppdet.engine.callbacks INFO: Epoch: [109] [ 70/264] learning_rate: 0.000100 loss_class: 1.793950 loss_bbox: 0.151821 loss_giou: 0.192546 loss_mask: 0.379161 loss_dice: 0.385276 loss_class_aux: 11.788172 loss_bbox_aux: 1.062636 loss_giou_aux: 1.307631 loss_mask_aux: 2.454331 loss_dice_aux: 2.370687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.343390 eta: 5:47:09 batch_cost: 1.3017 data_cost: 0.0017 ips: 6.1456 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:53:47] ppdet.engine.callbacks INFO: Epoch: [109] [ 80/264] learning_rate: 0.000100 loss_class: 2.143445 loss_bbox: 0.144899 loss_giou: 0.230032 loss_mask: 0.445221 loss_dice: 0.426058 loss_class_aux: 13.400213 loss_bbox_aux: 0.989208 loss_giou_aux: 1.450194 loss_mask_aux: 2.739893 loss_dice_aux: 2.664641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.541928 loss: 25.347144 eta: 5:47:04 batch_cost: 1.3767 data_cost: 0.0014 ips: 5.8111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:54:00] ppdet.engine.callbacks INFO: Epoch: [109] [ 90/264] learning_rate: 0.000100 loss_class: 2.060603 loss_bbox: 0.162295 loss_giou: 0.214506 loss_mask: 0.410662 loss_dice: 0.445691 loss_class_aux: 13.001779 loss_bbox_aux: 0.984716 loss_giou_aux: 1.362157 loss_mask_aux: 2.408985 loss_dice_aux: 2.717385 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.419983 loss: 24.512357 eta: 5:47:00 batch_cost: 1.3560 data_cost: 0.0014 ips: 5.8997 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:54:14] ppdet.engine.callbacks INFO: Epoch: [109] [100/264] learning_rate: 0.000100 loss_class: 1.877850 loss_bbox: 0.125062 loss_giou: 0.209495 loss_mask: 0.297491 loss_dice: 0.374151 loss_class_aux: 12.157670 loss_bbox_aux: 0.873080 loss_giou_aux: 1.408742 loss_mask_aux: 1.810797 loss_dice_aux: 2.289735 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.751012 eta: 5:46:55 batch_cost: 1.3291 data_cost: 0.0015 ips: 6.0193 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:54:27] ppdet.engine.callbacks INFO: Epoch: [109] [110/264] learning_rate: 0.000100 loss_class: 1.897046 loss_bbox: 0.156027 loss_giou: 0.221954 loss_mask: 0.435472 loss_dice: 0.408374 loss_class_aux: 12.299957 loss_bbox_aux: 1.033384 loss_giou_aux: 1.432181 loss_mask_aux: 2.642304 loss_dice_aux: 2.479728 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.403364 loss: 25.703245 eta: 5:46:49 batch_cost: 1.2766 data_cost: 0.0015 ips: 6.2667 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:54:41] ppdet.engine.callbacks INFO: Epoch: [109] [120/264] learning_rate: 0.000100 loss_class: 2.037380 loss_bbox: 0.174959 loss_giou: 0.228119 loss_mask: 0.442953 loss_dice: 0.440368 loss_class_aux: 13.428925 loss_bbox_aux: 1.132381 loss_giou_aux: 1.419609 loss_mask_aux: 2.715891 loss_dice_aux: 2.684356 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.982225 loss: 25.993146 eta: 5:46:45 batch_cost: 1.3786 data_cost: 0.0014 ips: 5.8028 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:54:55] ppdet.engine.callbacks INFO: Epoch: [109] [130/264] learning_rate: 0.000100 loss_class: 1.979649 loss_bbox: 0.156907 loss_giou: 0.192090 loss_mask: 0.412073 loss_dice: 0.409494 loss_class_aux: 12.579895 loss_bbox_aux: 1.033948 loss_giou_aux: 1.234519 loss_mask_aux: 2.503261 loss_dice_aux: 2.484881 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.692202 eta: 5:46:40 batch_cost: 1.3599 data_cost: 0.0015 ips: 5.8828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:55:09] ppdet.engine.callbacks INFO: Epoch: [109] [140/264] learning_rate: 0.000100 loss_class: 2.099763 loss_bbox: 0.158352 loss_giou: 0.190374 loss_mask: 0.489148 loss_dice: 0.416991 loss_class_aux: 12.770876 loss_bbox_aux: 1.059546 loss_giou_aux: 1.240029 loss_mask_aux: 2.981877 loss_dice_aux: 2.593505 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.621458 loss: 26.885653 eta: 5:46:36 batch_cost: 1.3888 data_cost: 0.0015 ips: 5.7605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:55:23] ppdet.engine.callbacks INFO: Epoch: [109] [150/264] learning_rate: 0.000100 loss_class: 2.132837 loss_bbox: 0.167007 loss_giou: 0.225596 loss_mask: 0.383288 loss_dice: 0.429969 loss_class_aux: 13.460914 loss_bbox_aux: 1.082421 loss_giou_aux: 1.427662 loss_mask_aux: 2.393014 loss_dice_aux: 2.632292 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.713358 eta: 5:46:31 batch_cost: 1.3171 data_cost: 0.0014 ips: 6.0740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:55:36] ppdet.engine.callbacks INFO: Epoch: [109] [160/264] learning_rate: 0.000100 loss_class: 1.973856 loss_bbox: 0.136557 loss_giou: 0.206309 loss_mask: 0.325775 loss_dice: 0.423798 loss_class_aux: 12.712074 loss_bbox_aux: 0.900232 loss_giou_aux: 1.338380 loss_mask_aux: 2.059854 loss_dice_aux: 2.543462 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.076468 eta: 5:46:25 batch_cost: 1.2906 data_cost: 0.0015 ips: 6.1987 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:55:50] ppdet.engine.callbacks INFO: Epoch: [109] [170/264] learning_rate: 0.000100 loss_class: 2.192143 loss_bbox: 0.154622 loss_giou: 0.202145 loss_mask: 0.388816 loss_dice: 0.413688 loss_class_aux: 14.417469 loss_bbox_aux: 1.084689 loss_giou_aux: 1.282618 loss_mask_aux: 2.381580 loss_dice_aux: 2.559415 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.455803 eta: 5:46:21 batch_cost: 1.4308 data_cost: 0.0014 ips: 5.5913 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:56:04] ppdet.engine.callbacks INFO: Epoch: [109] [180/264] learning_rate: 0.000100 loss_class: 1.932401 loss_bbox: 0.159655 loss_giou: 0.225558 loss_mask: 0.382532 loss_dice: 0.398971 loss_class_aux: 12.805781 loss_bbox_aux: 1.052940 loss_giou_aux: 1.436513 loss_mask_aux: 2.396407 loss_dice_aux: 2.393473 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.467828 loss: 24.626730 eta: 5:46:16 batch_cost: 1.3293 data_cost: 0.0015 ips: 6.0180 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:56:18] ppdet.engine.callbacks INFO: Epoch: [109] [190/264] learning_rate: 0.000100 loss_class: 2.001716 loss_bbox: 0.187858 loss_giou: 0.222458 loss_mask: 0.526336 loss_dice: 0.433067 loss_class_aux: 13.219484 loss_bbox_aux: 1.192190 loss_giou_aux: 1.476226 loss_mask_aux: 3.220307 loss_dice_aux: 2.591943 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.125857 eta: 5:46:12 batch_cost: 1.3551 data_cost: 0.0015 ips: 5.9035 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:56:31] ppdet.engine.callbacks INFO: Epoch: [109] [200/264] learning_rate: 0.000100 loss_class: 2.038736 loss_bbox: 0.156683 loss_giou: 0.212303 loss_mask: 0.423468 loss_dice: 0.428237 loss_class_aux: 12.749759 loss_bbox_aux: 1.027835 loss_giou_aux: 1.360338 loss_mask_aux: 2.682506 loss_dice_aux: 2.605557 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.902304 eta: 5:46:07 batch_cost: 1.3279 data_cost: 0.0014 ips: 6.0245 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:56:46] ppdet.engine.callbacks INFO: Epoch: [109] [210/264] learning_rate: 0.000100 loss_class: 1.896212 loss_bbox: 0.175131 loss_giou: 0.211773 loss_mask: 0.440068 loss_dice: 0.440386 loss_class_aux: 12.734819 loss_bbox_aux: 1.153583 loss_giou_aux: 1.375305 loss_mask_aux: 2.610319 loss_dice_aux: 2.646064 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.138026 eta: 5:46:03 batch_cost: 1.4462 data_cost: 0.0015 ips: 5.5317 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:57:05] ppdet.engine.callbacks INFO: Epoch: [109] [220/264] learning_rate: 0.000100 loss_class: 1.951988 loss_bbox: 0.161513 loss_giou: 0.227215 loss_mask: 0.405178 loss_dice: 0.433118 loss_class_aux: 12.328170 loss_bbox_aux: 1.025478 loss_giou_aux: 1.436492 loss_mask_aux: 2.502999 loss_dice_aux: 2.654176 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.498097 eta: 5:46:02 batch_cost: 1.8525 data_cost: 0.0014 ips: 4.3186 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:57:20] ppdet.engine.callbacks INFO: Epoch: [109] [230/264] learning_rate: 0.000100 loss_class: 1.977036 loss_bbox: 0.152929 loss_giou: 0.208790 loss_mask: 0.424820 loss_dice: 0.408169 loss_class_aux: 12.671199 loss_bbox_aux: 1.060070 loss_giou_aux: 1.361525 loss_mask_aux: 2.534848 loss_dice_aux: 2.543433 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.941778 eta: 5:45:59 batch_cost: 1.5127 data_cost: 0.0012 ips: 5.2885 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:57:33] ppdet.engine.callbacks INFO: Epoch: [109] [240/264] learning_rate: 0.000100 loss_class: 2.215443 loss_bbox: 0.173018 loss_giou: 0.240036 loss_mask: 0.441282 loss_dice: 0.477590 loss_class_aux: 13.828098 loss_bbox_aux: 1.137724 loss_giou_aux: 1.519939 loss_mask_aux: 2.681955 loss_dice_aux: 2.956643 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.460236 eta: 5:45:53 batch_cost: 1.2769 data_cost: 0.0013 ips: 6.2653 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:57:42] ppdet.engine.callbacks INFO: Epoch: [109] [250/264] learning_rate: 0.000100 loss_class: 1.745954 loss_bbox: 0.149667 loss_giou: 0.207058 loss_mask: 0.456439 loss_dice: 0.425014 loss_class_aux: 11.451603 loss_bbox_aux: 1.023739 loss_giou_aux: 1.405117 loss_mask_aux: 2.768042 loss_dice_aux: 2.562219 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.944061 eta: 5:45:45 batch_cost: 0.8915 data_cost: 0.0014 ips: 8.9734 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:57:56] ppdet.engine.callbacks INFO: Epoch: [109] [260/264] learning_rate: 0.000100 loss_class: 2.051977 loss_bbox: 0.152660 loss_giou: 0.220988 loss_mask: 0.380498 loss_dice: 0.439111 loss_class_aux: 13.626922 loss_bbox_aux: 1.010692 loss_giou_aux: 1.406695 loss_mask_aux: 2.277007 loss_dice_aux: 2.651348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.801353 eta: 5:45:40 batch_cost: 1.3918 data_cost: 0.0013 ips: 5.7480 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 02:58:36] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/109
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:58:42] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/109/inference/inference.yml
[05/14 02:58:42] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 02:58:42] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/109/inference
[05/14 02:58:46] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 02:59:02] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 02:59:18] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 02:59:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:59:24] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.71s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.720
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.626
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.398
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.728
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.768
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768
[05/14 02:59:26] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.945371991571237
[05/14 02:59:26] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 02:59:26] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/109
[05/14 02:59:26] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 02:59:26] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 02:59:29] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 02:59:35] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 02:59:35] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 02:59:35] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 02:59:52] ppdet.engine.callbacks INFO: Epoch: [110] [  0/264] learning_rate: 0.000100 loss_class: 2.056397 loss_bbox: 0.153062 loss_giou: 0.220988 loss_mask: 0.426101 loss_dice: 0.449465 loss_class_aux: 13.749476 loss_bbox_aux: 1.022844 loss_giou_aux: 1.425032 loss_mask_aux: 2.528743 loss_dice_aux: 2.699691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.034674 eta: 5:45:49 batch_cost: 2.6997 data_cost: 1.2819 ips: 2.9633 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:00:07] ppdet.engine.callbacks INFO: Epoch: [110] [ 10/264] learning_rate: 0.000100 loss_class: 2.285952 loss_bbox: 0.200520 loss_giou: 0.226408 loss_mask: 0.455199 loss_dice: 0.456414 loss_class_aux: 14.511799 loss_bbox_aux: 1.242286 loss_giou_aux: 1.458042 loss_mask_aux: 2.843211 loss_dice_aux: 2.755818 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.636741 eta: 5:45:45 batch_cost: 1.5162 data_cost: 0.0066 ips: 5.2763 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:00:20] ppdet.engine.callbacks INFO: Epoch: [110] [ 20/264] learning_rate: 0.000100 loss_class: 2.136073 loss_bbox: 0.159377 loss_giou: 0.250043 loss_mask: 0.417992 loss_dice: 0.450605 loss_class_aux: 13.612781 loss_bbox_aux: 1.016495 loss_giou_aux: 1.529603 loss_mask_aux: 2.718302 loss_dice_aux: 2.734280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.674631 loss: 25.737843 eta: 5:45:40 batch_cost: 1.3008 data_cost: 0.0016 ips: 6.1501 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:00:34] ppdet.engine.callbacks INFO: Epoch: [110] [ 30/264] learning_rate: 0.000100 loss_class: 1.755839 loss_bbox: 0.143325 loss_giou: 0.211209 loss_mask: 0.368305 loss_dice: 0.396222 loss_class_aux: 11.361286 loss_bbox_aux: 0.956045 loss_giou_aux: 1.345044 loss_mask_aux: 2.273650 loss_dice_aux: 2.392769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.323141 eta: 5:45:35 batch_cost: 1.3541 data_cost: 0.0015 ips: 5.9082 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:00:45] ppdet.engine.callbacks INFO: Epoch: [110] [ 40/264] learning_rate: 0.000100 loss_class: 1.815754 loss_bbox: 0.148648 loss_giou: 0.213211 loss_mask: 0.468002 loss_dice: 0.422930 loss_class_aux: 11.946226 loss_bbox_aux: 1.088258 loss_giou_aux: 1.351606 loss_mask_aux: 2.870453 loss_dice_aux: 2.600345 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.852973 eta: 5:45:28 batch_cost: 1.0045 data_cost: 0.0016 ips: 7.9642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:00:58] ppdet.engine.callbacks INFO: Epoch: [110] [ 50/264] learning_rate: 0.000100 loss_class: 2.029456 loss_bbox: 0.151058 loss_giou: 0.211124 loss_mask: 0.450849 loss_dice: 0.399022 loss_class_aux: 13.185534 loss_bbox_aux: 1.048100 loss_giou_aux: 1.335013 loss_mask_aux: 2.753946 loss_dice_aux: 2.484869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.317565 eta: 5:45:23 batch_cost: 1.3606 data_cost: 0.0015 ips: 5.8798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:01:12] ppdet.engine.callbacks INFO: Epoch: [110] [ 60/264] learning_rate: 0.000100 loss_class: 2.071070 loss_bbox: 0.147964 loss_giou: 0.208171 loss_mask: 0.467367 loss_dice: 0.410883 loss_class_aux: 13.198509 loss_bbox_aux: 1.051450 loss_giou_aux: 1.388464 loss_mask_aux: 2.888465 loss_dice_aux: 2.587218 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.077736 eta: 5:45:18 batch_cost: 1.3273 data_cost: 0.0015 ips: 6.0272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:01:31] ppdet.engine.callbacks INFO: Epoch: [110] [ 70/264] learning_rate: 0.000100 loss_class: 2.050654 loss_bbox: 0.145438 loss_giou: 0.216566 loss_mask: 0.371894 loss_dice: 0.426014 loss_class_aux: 13.095424 loss_bbox_aux: 0.937540 loss_giou_aux: 1.397745 loss_mask_aux: 2.235309 loss_dice_aux: 2.598036 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.150884 eta: 5:45:17 batch_cost: 1.8566 data_cost: 0.0015 ips: 4.3090 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:01:48] ppdet.engine.callbacks INFO: Epoch: [110] [ 80/264] learning_rate: 0.000100 loss_class: 2.016005 loss_bbox: 0.150196 loss_giou: 0.204896 loss_mask: 0.467137 loss_dice: 0.418943 loss_class_aux: 12.900878 loss_bbox_aux: 1.045699 loss_giou_aux: 1.366507 loss_mask_aux: 2.842870 loss_dice_aux: 2.553521 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.976489 eta: 5:45:15 batch_cost: 1.6586 data_cost: 0.0015 ips: 4.8233 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:02:01] ppdet.engine.callbacks INFO: Epoch: [110] [ 90/264] learning_rate: 0.000100 loss_class: 2.059579 loss_bbox: 0.140783 loss_giou: 0.202352 loss_mask: 0.388306 loss_dice: 0.383793 loss_class_aux: 13.139053 loss_bbox_aux: 0.921589 loss_giou_aux: 1.340435 loss_mask_aux: 2.340096 loss_dice_aux: 2.449293 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.358547 eta: 5:45:10 batch_cost: 1.3478 data_cost: 0.0015 ips: 5.9357 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:02:15] ppdet.engine.callbacks INFO: Epoch: [110] [100/264] learning_rate: 0.000100 loss_class: 1.841012 loss_bbox: 0.181199 loss_giou: 0.226209 loss_mask: 0.544602 loss_dice: 0.458450 loss_class_aux: 12.312457 loss_bbox_aux: 1.176209 loss_giou_aux: 1.444175 loss_mask_aux: 3.368501 loss_dice_aux: 2.691643 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.930547 eta: 5:45:05 batch_cost: 1.3216 data_cost: 0.0016 ips: 6.0533 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:02:29] ppdet.engine.callbacks INFO: Epoch: [110] [110/264] learning_rate: 0.000100 loss_class: 1.928855 loss_bbox: 0.143570 loss_giou: 0.209787 loss_mask: 0.374952 loss_dice: 0.433824 loss_class_aux: 12.058308 loss_bbox_aux: 0.968950 loss_giou_aux: 1.323890 loss_mask_aux: 2.330259 loss_dice_aux: 2.586524 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.485479 eta: 5:45:00 batch_cost: 1.3477 data_cost: 0.0016 ips: 5.9361 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:02:43] ppdet.engine.callbacks INFO: Epoch: [110] [120/264] learning_rate: 0.000100 loss_class: 1.923482 loss_bbox: 0.132074 loss_giou: 0.194720 loss_mask: 0.329245 loss_dice: 0.389600 loss_class_aux: 12.582085 loss_bbox_aux: 0.892289 loss_giou_aux: 1.229818 loss_mask_aux: 1.949086 loss_dice_aux: 2.373649 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.746065 eta: 5:44:55 batch_cost: 1.3953 data_cost: 0.0014 ips: 5.7336 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:02:56] ppdet.engine.callbacks INFO: Epoch: [110] [130/264] learning_rate: 0.000100 loss_class: 2.030792 loss_bbox: 0.141411 loss_giou: 0.206831 loss_mask: 0.375740 loss_dice: 0.386712 loss_class_aux: 12.645133 loss_bbox_aux: 0.932318 loss_giou_aux: 1.352268 loss_mask_aux: 2.260142 loss_dice_aux: 2.371156 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.440543 eta: 5:44:50 batch_cost: 1.3336 data_cost: 0.0015 ips: 5.9988 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:03:10] ppdet.engine.callbacks INFO: Epoch: [110] [140/264] learning_rate: 0.000100 loss_class: 2.370846 loss_bbox: 0.171528 loss_giou: 0.220318 loss_mask: 0.505331 loss_dice: 0.448462 loss_class_aux: 14.830198 loss_bbox_aux: 1.169340 loss_giou_aux: 1.414476 loss_mask_aux: 3.041968 loss_dice_aux: 2.648262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.593374 eta: 5:44:45 batch_cost: 1.3007 data_cost: 0.0015 ips: 6.1503 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:03:23] ppdet.engine.callbacks INFO: Epoch: [110] [150/264] learning_rate: 0.000100 loss_class: 2.025275 loss_bbox: 0.161399 loss_giou: 0.213087 loss_mask: 0.436171 loss_dice: 0.406887 loss_class_aux: 12.927056 loss_bbox_aux: 1.064680 loss_giou_aux: 1.330072 loss_mask_aux: 2.643183 loss_dice_aux: 2.498635 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.406871 eta: 5:44:40 batch_cost: 1.3423 data_cost: 0.0016 ips: 5.9600 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:03:37] ppdet.engine.callbacks INFO: Epoch: [110] [160/264] learning_rate: 0.000100 loss_class: 2.256950 loss_bbox: 0.175352 loss_giou: 0.228846 loss_mask: 0.489186 loss_dice: 0.454183 loss_class_aux: 14.299540 loss_bbox_aux: 1.165358 loss_giou_aux: 1.483733 loss_mask_aux: 3.076283 loss_dice_aux: 2.716275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.503137 eta: 5:44:35 batch_cost: 1.3892 data_cost: 0.0014 ips: 5.7588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:03:51] ppdet.engine.callbacks INFO: Epoch: [110] [170/264] learning_rate: 0.000100 loss_class: 1.929774 loss_bbox: 0.136003 loss_giou: 0.210880 loss_mask: 0.393539 loss_dice: 0.388849 loss_class_aux: 12.801486 loss_bbox_aux: 0.865648 loss_giou_aux: 1.321412 loss_mask_aux: 2.376752 loss_dice_aux: 2.354378 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.844647 eta: 5:44:31 batch_cost: 1.3622 data_cost: 0.0014 ips: 5.8730 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:04:05] ppdet.engine.callbacks INFO: Epoch: [110] [180/264] learning_rate: 0.000100 loss_class: 2.046317 loss_bbox: 0.167941 loss_giou: 0.236246 loss_mask: 0.492781 loss_dice: 0.441974 loss_class_aux: 12.972239 loss_bbox_aux: 1.060438 loss_giou_aux: 1.473856 loss_mask_aux: 2.864402 loss_dice_aux: 2.661055 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.116179 eta: 5:44:26 batch_cost: 1.3798 data_cost: 0.0014 ips: 5.7981 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:04:19] ppdet.engine.callbacks INFO: Epoch: [110] [190/264] learning_rate: 0.000100 loss_class: 2.148330 loss_bbox: 0.144056 loss_giou: 0.211053 loss_mask: 0.387598 loss_dice: 0.420624 loss_class_aux: 13.557458 loss_bbox_aux: 0.980506 loss_giou_aux: 1.353355 loss_mask_aux: 2.356655 loss_dice_aux: 2.581931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557001 loss: 25.907208 eta: 5:44:21 batch_cost: 1.3512 data_cost: 0.0015 ips: 5.9207 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:04:22] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:04:22] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:04:33] ppdet.engine.callbacks INFO: Epoch: [110] [200/264] learning_rate: 0.000100 loss_class: 2.191318 loss_bbox: 0.159152 loss_giou: 0.198058 loss_mask: 0.460218 loss_dice: 0.412348 loss_class_aux: 14.395121 loss_bbox_aux: 1.055683 loss_giou_aux: 1.287971 loss_mask_aux: 2.665385 loss_dice_aux: 2.441364 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.745989 eta: 5:44:16 batch_cost: 1.3558 data_cost: 0.0014 ips: 5.9005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:04:47] ppdet.engine.callbacks INFO: Epoch: [110] [210/264] learning_rate: 0.000100 loss_class: 2.231884 loss_bbox: 0.197010 loss_giou: 0.232915 loss_mask: 0.534820 loss_dice: 0.466428 loss_class_aux: 14.231223 loss_bbox_aux: 1.229631 loss_giou_aux: 1.461757 loss_mask_aux: 3.257532 loss_dice_aux: 2.798853 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.840266 loss: 28.767931 eta: 5:44:11 batch_cost: 1.3556 data_cost: 0.0014 ips: 5.9016 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:05:00] ppdet.engine.callbacks INFO: Epoch: [110] [220/264] learning_rate: 0.000100 loss_class: 2.164331 loss_bbox: 0.149925 loss_giou: 0.232399 loss_mask: 0.408781 loss_dice: 0.436967 loss_class_aux: 13.446106 loss_bbox_aux: 1.086868 loss_giou_aux: 1.494460 loss_mask_aux: 2.491123 loss_dice_aux: 2.690580 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.496740 loss: 26.511834 eta: 5:44:05 batch_cost: 1.2530 data_cost: 0.0014 ips: 6.3846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:05:11] ppdet.engine.callbacks INFO: Epoch: [110] [230/264] learning_rate: 0.000100 loss_class: 2.036739 loss_bbox: 0.138878 loss_giou: 0.202520 loss_mask: 0.363080 loss_dice: 0.400400 loss_class_aux: 13.068932 loss_bbox_aux: 0.948948 loss_giou_aux: 1.304448 loss_mask_aux: 2.204701 loss_dice_aux: 2.380302 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.254880 eta: 5:43:58 batch_cost: 1.0997 data_cost: 0.0013 ips: 7.2749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:05:24] ppdet.engine.callbacks INFO: Epoch: [110] [240/264] learning_rate: 0.000100 loss_class: 2.195335 loss_bbox: 0.174404 loss_giou: 0.202392 loss_mask: 0.503198 loss_dice: 0.430997 loss_class_aux: 13.987494 loss_bbox_aux: 1.133625 loss_giou_aux: 1.308799 loss_mask_aux: 2.959210 loss_dice_aux: 2.639481 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.574710 eta: 5:43:53 batch_cost: 1.3324 data_cost: 0.0013 ips: 6.0041 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:05:38] ppdet.engine.callbacks INFO: Epoch: [110] [250/264] learning_rate: 0.000100 loss_class: 1.876772 loss_bbox: 0.161571 loss_giou: 0.207888 loss_mask: 0.402351 loss_dice: 0.417574 loss_class_aux: 12.243356 loss_bbox_aux: 1.002300 loss_giou_aux: 1.300903 loss_mask_aux: 2.309509 loss_dice_aux: 2.454196 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.079193 eta: 5:43:48 batch_cost: 1.3223 data_cost: 0.0013 ips: 6.0501 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:05:52] ppdet.engine.callbacks INFO: Epoch: [110] [260/264] learning_rate: 0.000100 loss_class: 1.768143 loss_bbox: 0.148784 loss_giou: 0.213279 loss_mask: 0.365220 loss_dice: 0.417008 loss_class_aux: 11.505419 loss_bbox_aux: 0.992763 loss_giou_aux: 1.371292 loss_mask_aux: 2.237426 loss_dice_aux: 2.481418 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.326241 eta: 5:43:43 batch_cost: 1.3471 data_cost: 0.0013 ips: 5.9387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:06:52] ppdet.engine.callbacks INFO: Epoch: [111] [  0/264] learning_rate: 0.000100 loss_class: 1.943350 loss_bbox: 0.151212 loss_giou: 0.221870 loss_mask: 0.379383 loss_dice: 0.432518 loss_class_aux: 12.425652 loss_bbox_aux: 0.948498 loss_giou_aux: 1.430082 loss_mask_aux: 2.143650 loss_dice_aux: 2.591650 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.331514 loss: 23.875286 eta: 5:43:57 batch_cost: 3.2693 data_cost: 1.8235 ips: 2.4470 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:07:00] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:07:00] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:07:09] ppdet.engine.callbacks INFO: Epoch: [111] [ 10/264] learning_rate: 0.000100 loss_class: 1.938705 loss_bbox: 0.166399 loss_giou: 0.190437 loss_mask: 0.471650 loss_dice: 0.407816 loss_class_aux: 12.878539 loss_bbox_aux: 1.116916 loss_giou_aux: 1.223826 loss_mask_aux: 3.152442 loss_dice_aux: 2.425265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.458176 loss: 24.881894 eta: 5:43:54 batch_cost: 1.5999 data_cost: 0.0028 ips: 5.0004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:07:28] ppdet.engine.callbacks INFO: Epoch: [111] [ 20/264] learning_rate: 0.000100 loss_class: 1.830373 loss_bbox: 0.140311 loss_giou: 0.204068 loss_mask: 0.429802 loss_dice: 0.394655 loss_class_aux: 11.730299 loss_bbox_aux: 0.994261 loss_giou_aux: 1.348606 loss_mask_aux: 2.602499 loss_dice_aux: 2.474296 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.776776 eta: 5:43:53 batch_cost: 1.8627 data_cost: 0.0014 ips: 4.2948 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:07:43] ppdet.engine.callbacks INFO: Epoch: [111] [ 30/264] learning_rate: 0.000100 loss_class: 1.849918 loss_bbox: 0.131316 loss_giou: 0.198495 loss_mask: 0.379510 loss_dice: 0.391558 loss_class_aux: 12.808033 loss_bbox_aux: 0.921107 loss_giou_aux: 1.280471 loss_mask_aux: 2.236989 loss_dice_aux: 2.342503 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.626828 eta: 5:43:49 batch_cost: 1.4719 data_cost: 0.0016 ips: 5.4351 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:07:56] ppdet.engine.callbacks INFO: Epoch: [111] [ 40/264] learning_rate: 0.000100 loss_class: 1.995587 loss_bbox: 0.164370 loss_giou: 0.186930 loss_mask: 0.471946 loss_dice: 0.437124 loss_class_aux: 12.523498 loss_bbox_aux: 1.077610 loss_giou_aux: 1.274392 loss_mask_aux: 2.999443 loss_dice_aux: 2.556541 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.503019 eta: 5:43:44 batch_cost: 1.3579 data_cost: 0.0017 ips: 5.8915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:08:10] ppdet.engine.callbacks INFO: Epoch: [111] [ 50/264] learning_rate: 0.000100 loss_class: 2.120527 loss_bbox: 0.165310 loss_giou: 0.208708 loss_mask: 0.486079 loss_dice: 0.425138 loss_class_aux: 13.477123 loss_bbox_aux: 1.095738 loss_giou_aux: 1.328818 loss_mask_aux: 3.012633 loss_dice_aux: 2.512844 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.480596 eta: 5:43:39 batch_cost: 1.3663 data_cost: 0.0015 ips: 5.8551 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:08:24] ppdet.engine.callbacks INFO: Epoch: [111] [ 60/264] learning_rate: 0.000100 loss_class: 1.844031 loss_bbox: 0.152279 loss_giou: 0.200701 loss_mask: 0.408479 loss_dice: 0.380308 loss_class_aux: 11.691390 loss_bbox_aux: 0.986094 loss_giou_aux: 1.332057 loss_mask_aux: 2.414804 loss_dice_aux: 2.347351 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.471038 loss: 22.427304 eta: 5:43:34 batch_cost: 1.3694 data_cost: 0.0014 ips: 5.8422 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:08:38] ppdet.engine.callbacks INFO: Epoch: [111] [ 70/264] learning_rate: 0.000100 loss_class: 2.013291 loss_bbox: 0.165888 loss_giou: 0.222074 loss_mask: 0.520287 loss_dice: 0.452718 loss_class_aux: 12.786377 loss_bbox_aux: 1.108468 loss_giou_aux: 1.459247 loss_mask_aux: 3.128806 loss_dice_aux: 2.734372 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.104042 eta: 5:43:29 batch_cost: 1.3251 data_cost: 0.0014 ips: 6.0372 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:08:48] ppdet.engine.callbacks INFO: Epoch: [111] [ 80/264] learning_rate: 0.000100 loss_class: 1.901303 loss_bbox: 0.166363 loss_giou: 0.226493 loss_mask: 0.443427 loss_dice: 0.424229 loss_class_aux: 12.368150 loss_bbox_aux: 1.088526 loss_giou_aux: 1.417651 loss_mask_aux: 2.640439 loss_dice_aux: 2.570700 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.157478 loss: 24.688827 eta: 5:43:21 batch_cost: 1.0303 data_cost: 0.0017 ips: 7.7644 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:09:02] ppdet.engine.callbacks INFO: Epoch: [111] [ 90/264] learning_rate: 0.000100 loss_class: 2.121679 loss_bbox: 0.145106 loss_giou: 0.208687 loss_mask: 0.387161 loss_dice: 0.386132 loss_class_aux: 13.090453 loss_bbox_aux: 0.986169 loss_giou_aux: 1.383147 loss_mask_aux: 2.369871 loss_dice_aux: 2.419327 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.021486 eta: 5:43:16 batch_cost: 1.3498 data_cost: 0.0014 ips: 5.9267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:09:16] ppdet.engine.callbacks INFO: Epoch: [111] [100/264] learning_rate: 0.000100 loss_class: 2.270151 loss_bbox: 0.179142 loss_giou: 0.218812 loss_mask: 0.429210 loss_dice: 0.419160 loss_class_aux: 14.332562 loss_bbox_aux: 1.131872 loss_giou_aux: 1.425539 loss_mask_aux: 2.486224 loss_dice_aux: 2.604484 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.736138 eta: 5:43:11 batch_cost: 1.3587 data_cost: 0.0015 ips: 5.8878 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:09:30] ppdet.engine.callbacks INFO: Epoch: [111] [110/264] learning_rate: 0.000100 loss_class: 1.944793 loss_bbox: 0.140974 loss_giou: 0.220843 loss_mask: 0.360961 loss_dice: 0.413910 loss_class_aux: 12.583728 loss_bbox_aux: 0.933865 loss_giou_aux: 1.438926 loss_mask_aux: 2.338209 loss_dice_aux: 2.550253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.858509 loss: 25.278062 eta: 5:43:06 batch_cost: 1.3406 data_cost: 0.0014 ips: 5.9675 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:09:43] ppdet.engine.callbacks INFO: Epoch: [111] [120/264] learning_rate: 0.000100 loss_class: 1.942711 loss_bbox: 0.156227 loss_giou: 0.235798 loss_mask: 0.433888 loss_dice: 0.425990 loss_class_aux: 12.338535 loss_bbox_aux: 1.002297 loss_giou_aux: 1.517628 loss_mask_aux: 2.669633 loss_dice_aux: 2.626873 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.091341 loss: 23.409688 eta: 5:43:01 batch_cost: 1.3323 data_cost: 0.0020 ips: 6.0048 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:09:56] ppdet.engine.callbacks INFO: Epoch: [111] [130/264] learning_rate: 0.000100 loss_class: 1.999801 loss_bbox: 0.173616 loss_giou: 0.211398 loss_mask: 0.468584 loss_dice: 0.442352 loss_class_aux: 12.753853 loss_bbox_aux: 1.182337 loss_giou_aux: 1.348182 loss_mask_aux: 2.856086 loss_dice_aux: 2.611837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.615997 eta: 5:42:55 batch_cost: 1.3044 data_cost: 0.0016 ips: 6.1331 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:10:10] ppdet.engine.callbacks INFO: Epoch: [111] [140/264] learning_rate: 0.000100 loss_class: 1.965585 loss_bbox: 0.143062 loss_giou: 0.193422 loss_mask: 0.392504 loss_dice: 0.408036 loss_class_aux: 12.178036 loss_bbox_aux: 0.936770 loss_giou_aux: 1.244983 loss_mask_aux: 2.273296 loss_dice_aux: 2.450644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.033838 eta: 5:42:50 batch_cost: 1.3396 data_cost: 0.0015 ips: 5.9717 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:10:24] ppdet.engine.callbacks INFO: Epoch: [111] [150/264] learning_rate: 0.000100 loss_class: 1.938992 loss_bbox: 0.185810 loss_giou: 0.202820 loss_mask: 0.575673 loss_dice: 0.463420 loss_class_aux: 12.405731 loss_bbox_aux: 1.230030 loss_giou_aux: 1.311387 loss_mask_aux: 3.296344 loss_dice_aux: 2.725999 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.606744 eta: 5:42:45 batch_cost: 1.3111 data_cost: 0.0014 ips: 6.1017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:10:38] ppdet.engine.callbacks INFO: Epoch: [111] [160/264] learning_rate: 0.000100 loss_class: 1.991861 loss_bbox: 0.153961 loss_giou: 0.216280 loss_mask: 0.428575 loss_dice: 0.446506 loss_class_aux: 12.571846 loss_bbox_aux: 1.020491 loss_giou_aux: 1.414168 loss_mask_aux: 2.637844 loss_dice_aux: 2.692221 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.480119 loss: 24.968087 eta: 5:42:40 batch_cost: 1.3857 data_cost: 0.0015 ips: 5.7733 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:10:51] ppdet.engine.callbacks INFO: Epoch: [111] [170/264] learning_rate: 0.000100 loss_class: 1.996859 loss_bbox: 0.153131 loss_giou: 0.213872 loss_mask: 0.402089 loss_dice: 0.407396 loss_class_aux: 12.871887 loss_bbox_aux: 0.918281 loss_giou_aux: 1.341149 loss_mask_aux: 2.144101 loss_dice_aux: 2.471290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.936494 eta: 5:42:35 batch_cost: 1.3547 data_cost: 0.0015 ips: 5.9053 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:11:05] ppdet.engine.callbacks INFO: Epoch: [111] [180/264] learning_rate: 0.000100 loss_class: 2.142365 loss_bbox: 0.149739 loss_giou: 0.228093 loss_mask: 0.326354 loss_dice: 0.423988 loss_class_aux: 13.236646 loss_bbox_aux: 0.975437 loss_giou_aux: 1.500491 loss_mask_aux: 1.986375 loss_dice_aux: 2.601273 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.700270 loss: 25.568212 eta: 5:42:30 batch_cost: 1.3425 data_cost: 0.0014 ips: 5.9590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:11:19] ppdet.engine.callbacks INFO: Epoch: [111] [190/264] learning_rate: 0.000100 loss_class: 2.191328 loss_bbox: 0.162507 loss_giou: 0.207685 loss_mask: 0.369619 loss_dice: 0.403649 loss_class_aux: 13.655699 loss_bbox_aux: 1.121511 loss_giou_aux: 1.383598 loss_mask_aux: 2.434364 loss_dice_aux: 2.546697 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.300293 eta: 5:42:25 batch_cost: 1.3869 data_cost: 0.0014 ips: 5.7682 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:11:33] ppdet.engine.callbacks INFO: Epoch: [111] [200/264] learning_rate: 0.000100 loss_class: 1.852154 loss_bbox: 0.131397 loss_giou: 0.196841 loss_mask: 0.338980 loss_dice: 0.381195 loss_class_aux: 11.875306 loss_bbox_aux: 0.889671 loss_giou_aux: 1.272246 loss_mask_aux: 2.092363 loss_dice_aux: 2.364296 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.600832 loss: 22.532015 eta: 5:42:20 batch_cost: 1.3683 data_cost: 0.0014 ips: 5.8465 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:11:47] ppdet.engine.callbacks INFO: Epoch: [111] [210/264] learning_rate: 0.000100 loss_class: 2.055335 loss_bbox: 0.152736 loss_giou: 0.230039 loss_mask: 0.428112 loss_dice: 0.416149 loss_class_aux: 13.352469 loss_bbox_aux: 0.980436 loss_giou_aux: 1.485452 loss_mask_aux: 2.597591 loss_dice_aux: 2.537683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.280219 eta: 5:42:15 batch_cost: 1.3623 data_cost: 0.0014 ips: 5.8722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:12:00] ppdet.engine.callbacks INFO: Epoch: [111] [220/264] learning_rate: 0.000100 loss_class: 2.215863 loss_bbox: 0.163461 loss_giou: 0.231129 loss_mask: 0.425218 loss_dice: 0.415393 loss_class_aux: 14.559392 loss_bbox_aux: 1.087240 loss_giou_aux: 1.503148 loss_mask_aux: 2.714043 loss_dice_aux: 2.549526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.504691 eta: 5:42:09 batch_cost: 1.3000 data_cost: 0.0014 ips: 6.1536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:12:14] ppdet.engine.callbacks INFO: Epoch: [111] [230/264] learning_rate: 0.000100 loss_class: 1.872612 loss_bbox: 0.140486 loss_giou: 0.186993 loss_mask: 0.381102 loss_dice: 0.368635 loss_class_aux: 11.943144 loss_bbox_aux: 0.973164 loss_giou_aux: 1.204350 loss_mask_aux: 2.306869 loss_dice_aux: 2.237625 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.074477 eta: 5:42:04 batch_cost: 1.3418 data_cost: 0.0013 ips: 5.9623 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:12:27] ppdet.engine.callbacks INFO: Epoch: [111] [240/264] learning_rate: 0.000100 loss_class: 1.882953 loss_bbox: 0.153497 loss_giou: 0.185638 loss_mask: 0.454632 loss_dice: 0.420054 loss_class_aux: 12.007198 loss_bbox_aux: 1.044290 loss_giou_aux: 1.207564 loss_mask_aux: 2.808672 loss_dice_aux: 2.602987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.326156 eta: 5:41:59 batch_cost: 1.3032 data_cost: 0.0013 ips: 6.1387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:12:41] ppdet.engine.callbacks INFO: Epoch: [111] [250/264] learning_rate: 0.000100 loss_class: 2.033253 loss_bbox: 0.182231 loss_giou: 0.221037 loss_mask: 0.450117 loss_dice: 0.412908 loss_class_aux: 13.017931 loss_bbox_aux: 1.178393 loss_giou_aux: 1.444628 loss_mask_aux: 2.839118 loss_dice_aux: 2.554427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.640810 eta: 5:41:53 batch_cost: 1.3488 data_cost: 0.0013 ips: 5.9312 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:12:53] ppdet.engine.callbacks INFO: Epoch: [111] [260/264] learning_rate: 0.000100 loss_class: 2.051841 loss_bbox: 0.149887 loss_giou: 0.205577 loss_mask: 0.418959 loss_dice: 0.420993 loss_class_aux: 12.923464 loss_bbox_aux: 1.012244 loss_giou_aux: 1.325930 loss_mask_aux: 2.564498 loss_dice_aux: 2.568852 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.686110 eta: 5:41:47 batch_cost: 1.1341 data_cost: 0.0013 ips: 7.0543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:13:43] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:13:43] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:13:51] ppdet.engine.callbacks INFO: Epoch: [112] [  0/264] learning_rate: 0.000100 loss_class: 1.860719 loss_bbox: 0.138441 loss_giou: 0.198200 loss_mask: 0.401718 loss_dice: 0.420993 loss_class_aux: 12.235586 loss_bbox_aux: 0.920601 loss_giou_aux: 1.280844 loss_mask_aux: 2.367542 loss_dice_aux: 2.547427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.632546 eta: 5:41:57 batch_cost: 2.7835 data_cost: 1.6999 ips: 2.8741 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:14:07] ppdet.engine.callbacks INFO: Epoch: [112] [ 10/264] learning_rate: 0.000100 loss_class: 2.142165 loss_bbox: 0.180698 loss_giou: 0.222416 loss_mask: 0.471703 loss_dice: 0.422007 loss_class_aux: 13.600296 loss_bbox_aux: 1.161405 loss_giou_aux: 1.396915 loss_mask_aux: 2.958581 loss_dice_aux: 2.544102 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.926865 loss: 26.541930 eta: 5:41:54 batch_cost: 1.5450 data_cost: 0.0041 ips: 5.1779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:14:21] ppdet.engine.callbacks INFO: Epoch: [112] [ 20/264] learning_rate: 0.000100 loss_class: 2.118606 loss_bbox: 0.192670 loss_giou: 0.229112 loss_mask: 0.405687 loss_dice: 0.401486 loss_class_aux: 13.456811 loss_bbox_aux: 1.147899 loss_giou_aux: 1.472000 loss_mask_aux: 2.525835 loss_dice_aux: 2.446560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.580518 loss: 25.568025 eta: 5:41:49 batch_cost: 1.3834 data_cost: 0.0014 ips: 5.7827 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:14:34] ppdet.engine.callbacks INFO: Epoch: [112] [ 30/264] learning_rate: 0.000100 loss_class: 2.072041 loss_bbox: 0.158616 loss_giou: 0.206358 loss_mask: 0.408292 loss_dice: 0.417944 loss_class_aux: 13.485775 loss_bbox_aux: 1.008977 loss_giou_aux: 1.306361 loss_mask_aux: 2.372376 loss_dice_aux: 2.497806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.224325 eta: 5:41:44 batch_cost: 1.3489 data_cost: 0.0014 ips: 5.9306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:14:48] ppdet.engine.callbacks INFO: Epoch: [112] [ 40/264] learning_rate: 0.000100 loss_class: 2.071226 loss_bbox: 0.150213 loss_giou: 0.223853 loss_mask: 0.467061 loss_dice: 0.421362 loss_class_aux: 13.115370 loss_bbox_aux: 0.981731 loss_giou_aux: 1.414531 loss_mask_aux: 2.813753 loss_dice_aux: 2.575377 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.986840 eta: 5:41:38 batch_cost: 1.3558 data_cost: 0.0015 ips: 5.9007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:15:02] ppdet.engine.callbacks INFO: Epoch: [112] [ 50/264] learning_rate: 0.000100 loss_class: 1.935237 loss_bbox: 0.153895 loss_giou: 0.225116 loss_mask: 0.365775 loss_dice: 0.409638 loss_class_aux: 12.148709 loss_bbox_aux: 1.002882 loss_giou_aux: 1.418949 loss_mask_aux: 2.347998 loss_dice_aux: 2.449702 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.596029 loss: 23.481932 eta: 5:41:33 batch_cost: 1.3039 data_cost: 0.0014 ips: 6.1357 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:15:15] ppdet.engine.callbacks INFO: Epoch: [112] [ 60/264] learning_rate: 0.000100 loss_class: 1.870331 loss_bbox: 0.149551 loss_giou: 0.192618 loss_mask: 0.385236 loss_dice: 0.383458 loss_class_aux: 12.075547 loss_bbox_aux: 1.000782 loss_giou_aux: 1.269938 loss_mask_aux: 2.463105 loss_dice_aux: 2.357344 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.457260 eta: 5:41:27 batch_cost: 1.3058 data_cost: 0.0015 ips: 6.1264 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:15:29] ppdet.engine.callbacks INFO: Epoch: [112] [ 70/264] learning_rate: 0.000100 loss_class: 1.980910 loss_bbox: 0.151798 loss_giou: 0.218869 loss_mask: 0.421357 loss_dice: 0.404890 loss_class_aux: 12.481171 loss_bbox_aux: 0.995201 loss_giou_aux: 1.384095 loss_mask_aux: 2.549656 loss_dice_aux: 2.425054 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.709660 eta: 5:41:22 batch_cost: 1.3502 data_cost: 0.0014 ips: 5.9249 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:15:43] ppdet.engine.callbacks INFO: Epoch: [112] [ 80/264] learning_rate: 0.000100 loss_class: 2.139942 loss_bbox: 0.175042 loss_giou: 0.221708 loss_mask: 0.492272 loss_dice: 0.446060 loss_class_aux: 13.643335 loss_bbox_aux: 1.161602 loss_giou_aux: 1.407954 loss_mask_aux: 3.000638 loss_dice_aux: 2.694351 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.434515 eta: 5:41:17 batch_cost: 1.4076 data_cost: 0.0015 ips: 5.6835 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:15:57] ppdet.engine.callbacks INFO: Epoch: [112] [ 90/264] learning_rate: 0.000100 loss_class: 1.818242 loss_bbox: 0.168601 loss_giou: 0.201106 loss_mask: 0.442142 loss_dice: 0.402126 loss_class_aux: 11.475751 loss_bbox_aux: 1.192024 loss_giou_aux: 1.282723 loss_mask_aux: 2.639942 loss_dice_aux: 2.446339 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.674391 eta: 5:41:12 batch_cost: 1.3482 data_cost: 0.0015 ips: 5.9338 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:16:11] ppdet.engine.callbacks INFO: Epoch: [112] [100/264] learning_rate: 0.000100 loss_class: 1.781698 loss_bbox: 0.144545 loss_giou: 0.197441 loss_mask: 0.397384 loss_dice: 0.399576 loss_class_aux: 11.536885 loss_bbox_aux: 0.974942 loss_giou_aux: 1.253150 loss_mask_aux: 2.578659 loss_dice_aux: 2.461364 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.322909 loss: 23.650422 eta: 5:41:07 batch_cost: 1.3777 data_cost: 0.0014 ips: 5.8069 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:16:23] ppdet.engine.callbacks INFO: Epoch: [112] [110/264] learning_rate: 0.000100 loss_class: 2.095121 loss_bbox: 0.165471 loss_giou: 0.190555 loss_mask: 0.397624 loss_dice: 0.391712 loss_class_aux: 12.716102 loss_bbox_aux: 1.078720 loss_giou_aux: 1.249946 loss_mask_aux: 2.407321 loss_dice_aux: 2.415120 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.734054 eta: 5:41:01 batch_cost: 1.2442 data_cost: 0.0014 ips: 6.4299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:16:34] ppdet.engine.callbacks INFO: Epoch: [112] [120/264] learning_rate: 0.000100 loss_class: 2.220279 loss_bbox: 0.177716 loss_giou: 0.229470 loss_mask: 0.423309 loss_dice: 0.437626 loss_class_aux: 14.122045 loss_bbox_aux: 1.147936 loss_giou_aux: 1.455899 loss_mask_aux: 2.671064 loss_dice_aux: 2.593381 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.638180 eta: 5:40:54 batch_cost: 1.0474 data_cost: 0.0016 ips: 7.6381 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:16:48] ppdet.engine.callbacks INFO: Epoch: [112] [130/264] learning_rate: 0.000100 loss_class: 2.248530 loss_bbox: 0.207388 loss_giou: 0.228253 loss_mask: 0.514922 loss_dice: 0.450415 loss_class_aux: 14.257080 loss_bbox_aux: 1.345709 loss_giou_aux: 1.424861 loss_mask_aux: 3.152989 loss_dice_aux: 2.655732 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.430338 eta: 5:40:48 batch_cost: 1.3655 data_cost: 0.0015 ips: 5.8588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:17:02] ppdet.engine.callbacks INFO: Epoch: [112] [140/264] learning_rate: 0.000100 loss_class: 2.185967 loss_bbox: 0.158207 loss_giou: 0.223221 loss_mask: 0.399278 loss_dice: 0.410355 loss_class_aux: 14.106210 loss_bbox_aux: 1.054928 loss_giou_aux: 1.435677 loss_mask_aux: 2.384525 loss_dice_aux: 2.497403 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.740170 loss: 26.696544 eta: 5:40:43 batch_cost: 1.3230 data_cost: 0.0014 ips: 6.0467 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:17:16] ppdet.engine.callbacks INFO: Epoch: [112] [150/264] learning_rate: 0.000100 loss_class: 1.889196 loss_bbox: 0.149879 loss_giou: 0.208686 loss_mask: 0.374615 loss_dice: 0.381999 loss_class_aux: 12.336720 loss_bbox_aux: 0.960126 loss_giou_aux: 1.315318 loss_mask_aux: 2.291484 loss_dice_aux: 2.367290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.028215 eta: 5:40:38 batch_cost: 1.3728 data_cost: 0.0015 ips: 5.8274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:17:30] ppdet.engine.callbacks INFO: Epoch: [112] [160/264] learning_rate: 0.000100 loss_class: 1.849603 loss_bbox: 0.153867 loss_giou: 0.202032 loss_mask: 0.340825 loss_dice: 0.399871 loss_class_aux: 11.854774 loss_bbox_aux: 1.002766 loss_giou_aux: 1.303493 loss_mask_aux: 2.059955 loss_dice_aux: 2.472188 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.372347 loss: 23.796831 eta: 5:40:33 batch_cost: 1.4060 data_cost: 0.0014 ips: 5.6900 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:17:44] ppdet.engine.callbacks INFO: Epoch: [112] [170/264] learning_rate: 0.000100 loss_class: 1.885490 loss_bbox: 0.145358 loss_giou: 0.192004 loss_mask: 0.374280 loss_dice: 0.394915 loss_class_aux: 11.984172 loss_bbox_aux: 0.952690 loss_giou_aux: 1.249132 loss_mask_aux: 2.250900 loss_dice_aux: 2.391118 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.647891 loss: 23.595659 eta: 5:40:28 batch_cost: 1.3804 data_cost: 0.0015 ips: 5.7954 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:17:57] ppdet.engine.callbacks INFO: Epoch: [112] [180/264] learning_rate: 0.000100 loss_class: 1.996682 loss_bbox: 0.154255 loss_giou: 0.197014 loss_mask: 0.438765 loss_dice: 0.390772 loss_class_aux: 12.813851 loss_bbox_aux: 1.050999 loss_giou_aux: 1.295333 loss_mask_aux: 2.749497 loss_dice_aux: 2.369330 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.938298 eta: 5:40:23 batch_cost: 1.3321 data_cost: 0.0015 ips: 6.0058 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:18:11] ppdet.engine.callbacks INFO: Epoch: [112] [190/264] learning_rate: 0.000100 loss_class: 2.151032 loss_bbox: 0.200062 loss_giou: 0.237732 loss_mask: 0.486922 loss_dice: 0.449984 loss_class_aux: 13.663086 loss_bbox_aux: 1.268843 loss_giou_aux: 1.498648 loss_mask_aux: 2.781622 loss_dice_aux: 2.664256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.280785 eta: 5:40:17 batch_cost: 1.3296 data_cost: 0.0015 ips: 6.0169 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:18:25] ppdet.engine.callbacks INFO: Epoch: [112] [200/264] learning_rate: 0.000100 loss_class: 2.200833 loss_bbox: 0.169637 loss_giou: 0.218569 loss_mask: 0.428626 loss_dice: 0.445968 loss_class_aux: 14.090443 loss_bbox_aux: 1.072618 loss_giou_aux: 1.408961 loss_mask_aux: 2.649380 loss_dice_aux: 2.683315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.167540 loss: 27.686284 eta: 5:40:12 batch_cost: 1.3693 data_cost: 0.0014 ips: 5.8425 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:18:38] ppdet.engine.callbacks INFO: Epoch: [112] [210/264] learning_rate: 0.000100 loss_class: 1.966018 loss_bbox: 0.166082 loss_giou: 0.222088 loss_mask: 0.443220 loss_dice: 0.435512 loss_class_aux: 12.622448 loss_bbox_aux: 1.121945 loss_giou_aux: 1.425147 loss_mask_aux: 2.704470 loss_dice_aux: 2.634134 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.940229 eta: 5:40:07 batch_cost: 1.3248 data_cost: 0.0015 ips: 6.0385 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:18:52] ppdet.engine.callbacks INFO: Epoch: [112] [220/264] learning_rate: 0.000100 loss_class: 1.887027 loss_bbox: 0.145708 loss_giou: 0.196519 loss_mask: 0.345254 loss_dice: 0.424662 loss_class_aux: 12.001573 loss_bbox_aux: 0.954908 loss_giou_aux: 1.289080 loss_mask_aux: 2.180507 loss_dice_aux: 2.604422 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.603218 eta: 5:40:01 batch_cost: 1.3503 data_cost: 0.0015 ips: 5.9248 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28431 MB
[05/14 03:19:06] ppdet.engine.callbacks INFO: Epoch: [112] [230/264] learning_rate: 0.000100 loss_class: 2.123981 loss_bbox: 0.153469 loss_giou: 0.229668 loss_mask: 0.451343 loss_dice: 0.421069 loss_class_aux: 14.293170 loss_bbox_aux: 1.032496 loss_giou_aux: 1.390530 loss_mask_aux: 2.832962 loss_dice_aux: 2.503412 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.073731 eta: 5:39:56 batch_cost: 1.3846 data_cost: 0.0013 ips: 5.7777 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:19:19] ppdet.engine.callbacks INFO: Epoch: [112] [240/264] learning_rate: 0.000100 loss_class: 1.952217 loss_bbox: 0.137293 loss_giou: 0.198414 loss_mask: 0.379265 loss_dice: 0.384785 loss_class_aux: 12.121284 loss_bbox_aux: 0.933282 loss_giou_aux: 1.319151 loss_mask_aux: 2.319908 loss_dice_aux: 2.279917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.802974 eta: 5:39:51 batch_cost: 1.2851 data_cost: 0.0013 ips: 6.2253 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:19:33] ppdet.engine.callbacks INFO: Epoch: [112] [250/264] learning_rate: 0.000100 loss_class: 2.316479 loss_bbox: 0.166000 loss_giou: 0.201502 loss_mask: 0.493394 loss_dice: 0.482168 loss_class_aux: 15.336358 loss_bbox_aux: 1.108292 loss_giou_aux: 1.313433 loss_mask_aux: 3.167313 loss_dice_aux: 2.960371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.736433 eta: 5:39:45 batch_cost: 1.3601 data_cost: 0.0013 ips: 5.8820 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:19:47] ppdet.engine.callbacks INFO: Epoch: [112] [260/264] learning_rate: 0.000100 loss_class: 1.896054 loss_bbox: 0.153181 loss_giou: 0.217884 loss_mask: 0.391281 loss_dice: 0.390690 loss_class_aux: 12.508971 loss_bbox_aux: 1.002205 loss_giou_aux: 1.360304 loss_mask_aux: 2.503997 loss_dice_aux: 2.380983 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.803619 eta: 5:39:40 batch_cost: 1.3718 data_cost: 0.0013 ips: 5.8318 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:20:44] ppdet.engine.callbacks INFO: Epoch: [113] [  0/264] learning_rate: 0.000100 loss_class: 1.952504 loss_bbox: 0.152209 loss_giou: 0.217884 loss_mask: 0.394194 loss_dice: 0.396738 loss_class_aux: 12.546161 loss_bbox_aux: 0.983807 loss_giou_aux: 1.434811 loss_mask_aux: 2.537264 loss_dice_aux: 2.422791 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.487354 eta: 5:39:50 batch_cost: 2.8370 data_cost: 1.4108 ips: 2.8199 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:21:00] ppdet.engine.callbacks INFO: Epoch: [113] [ 10/264] learning_rate: 0.000100 loss_class: 1.698702 loss_bbox: 0.140468 loss_giou: 0.198823 loss_mask: 0.360516 loss_dice: 0.378340 loss_class_aux: 11.182189 loss_bbox_aux: 0.937315 loss_giou_aux: 1.268867 loss_mask_aux: 2.179637 loss_dice_aux: 2.251494 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.845003 eta: 5:39:46 batch_cost: 1.5363 data_cost: 0.0024 ips: 5.2074 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:21:13] ppdet.engine.callbacks INFO: Epoch: [113] [ 20/264] learning_rate: 0.000100 loss_class: 2.039206 loss_bbox: 0.153917 loss_giou: 0.212174 loss_mask: 0.411776 loss_dice: 0.413605 loss_class_aux: 13.210689 loss_bbox_aux: 1.025255 loss_giou_aux: 1.379350 loss_mask_aux: 2.309118 loss_dice_aux: 2.464957 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.370936 eta: 5:39:40 batch_cost: 1.3330 data_cost: 0.0015 ips: 6.0014 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:21:27] ppdet.engine.callbacks INFO: Epoch: [113] [ 30/264] learning_rate: 0.000100 loss_class: 1.952436 loss_bbox: 0.152725 loss_giou: 0.207224 loss_mask: 0.420944 loss_dice: 0.430631 loss_class_aux: 12.453231 loss_bbox_aux: 1.012197 loss_giou_aux: 1.335820 loss_mask_aux: 2.502770 loss_dice_aux: 2.651778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.660379 eta: 5:39:35 batch_cost: 1.3693 data_cost: 0.0014 ips: 5.8422 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:21:41] ppdet.engine.callbacks INFO: Epoch: [113] [ 40/264] learning_rate: 0.000100 loss_class: 2.392779 loss_bbox: 0.196209 loss_giou: 0.215568 loss_mask: 0.623054 loss_dice: 0.472567 loss_class_aux: 15.195865 loss_bbox_aux: 1.210286 loss_giou_aux: 1.403520 loss_mask_aux: 3.620548 loss_dice_aux: 2.950807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.048321 eta: 5:39:29 batch_cost: 1.3170 data_cost: 0.0015 ips: 6.0742 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:21:55] ppdet.engine.callbacks INFO: Epoch: [113] [ 50/264] learning_rate: 0.000100 loss_class: 1.798662 loss_bbox: 0.158305 loss_giou: 0.210518 loss_mask: 0.433147 loss_dice: 0.427499 loss_class_aux: 12.198674 loss_bbox_aux: 1.075416 loss_giou_aux: 1.387556 loss_mask_aux: 2.778538 loss_dice_aux: 2.623960 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.256949 eta: 5:39:24 batch_cost: 1.3654 data_cost: 0.0014 ips: 5.8591 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:22:09] ppdet.engine.callbacks INFO: Epoch: [113] [ 60/264] learning_rate: 0.000100 loss_class: 2.104052 loss_bbox: 0.167561 loss_giou: 0.244045 loss_mask: 0.487796 loss_dice: 0.462642 loss_class_aux: 13.535623 loss_bbox_aux: 1.123480 loss_giou_aux: 1.559455 loss_mask_aux: 2.992288 loss_dice_aux: 2.763652 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.500416 eta: 5:39:19 batch_cost: 1.3764 data_cost: 0.0014 ips: 5.8123 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:22:23] ppdet.engine.callbacks INFO: Epoch: [113] [ 70/264] learning_rate: 0.000100 loss_class: 2.154649 loss_bbox: 0.149269 loss_giou: 0.237761 loss_mask: 0.374238 loss_dice: 0.438402 loss_class_aux: 13.993014 loss_bbox_aux: 0.997908 loss_giou_aux: 1.521876 loss_mask_aux: 2.317254 loss_dice_aux: 2.587153 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.725148 loss: 25.972754 eta: 5:39:14 batch_cost: 1.3889 data_cost: 0.0014 ips: 5.7601 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:22:37] ppdet.engine.callbacks INFO: Epoch: [113] [ 80/264] learning_rate: 0.000100 loss_class: 2.069691 loss_bbox: 0.169774 loss_giou: 0.216216 loss_mask: 0.447498 loss_dice: 0.427195 loss_class_aux: 13.309726 loss_bbox_aux: 1.103069 loss_giou_aux: 1.396727 loss_mask_aux: 2.714196 loss_dice_aux: 2.541357 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.113293 loss: 24.983909 eta: 5:39:09 batch_cost: 1.3694 data_cost: 0.0014 ips: 5.8420 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:22:51] ppdet.engine.callbacks INFO: Epoch: [113] [ 90/264] learning_rate: 0.000100 loss_class: 1.914242 loss_bbox: 0.141556 loss_giou: 0.185923 loss_mask: 0.425015 loss_dice: 0.405402 loss_class_aux: 12.685007 loss_bbox_aux: 0.989555 loss_giou_aux: 1.235950 loss_mask_aux: 2.547065 loss_dice_aux: 2.480402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.553174 eta: 5:39:04 batch_cost: 1.3725 data_cost: 0.0014 ips: 5.8288 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:23:05] ppdet.engine.callbacks INFO: Epoch: [113] [100/264] learning_rate: 0.000100 loss_class: 1.907218 loss_bbox: 0.155780 loss_giou: 0.215937 loss_mask: 0.371560 loss_dice: 0.407249 loss_class_aux: 12.831307 loss_bbox_aux: 1.018094 loss_giou_aux: 1.428246 loss_mask_aux: 2.269376 loss_dice_aux: 2.434225 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.442241 loss: 23.480559 eta: 5:38:58 batch_cost: 1.3462 data_cost: 0.0017 ips: 5.9428 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:23:18] ppdet.engine.callbacks INFO: Epoch: [113] [110/264] learning_rate: 0.000100 loss_class: 1.995117 loss_bbox: 0.150849 loss_giou: 0.229009 loss_mask: 0.412581 loss_dice: 0.414197 loss_class_aux: 12.836034 loss_bbox_aux: 1.008020 loss_giou_aux: 1.439148 loss_mask_aux: 2.522445 loss_dice_aux: 2.555540 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.096517 eta: 5:38:53 batch_cost: 1.3297 data_cost: 0.0014 ips: 6.0164 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:23:31] ppdet.engine.callbacks INFO: Epoch: [113] [120/264] learning_rate: 0.000100 loss_class: 1.947730 loss_bbox: 0.183094 loss_giou: 0.202005 loss_mask: 0.527468 loss_dice: 0.464057 loss_class_aux: 12.184967 loss_bbox_aux: 1.110828 loss_giou_aux: 1.262632 loss_mask_aux: 2.905102 loss_dice_aux: 2.714431 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.741499 eta: 5:38:47 batch_cost: 1.3021 data_cost: 0.0014 ips: 6.1437 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:23:44] ppdet.engine.callbacks INFO: Epoch: [113] [130/264] learning_rate: 0.000100 loss_class: 2.122288 loss_bbox: 0.165442 loss_giou: 0.206950 loss_mask: 0.532039 loss_dice: 0.410004 loss_class_aux: 13.618690 loss_bbox_aux: 1.162739 loss_giou_aux: 1.351216 loss_mask_aux: 3.273965 loss_dice_aux: 2.432371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.449279 eta: 5:38:41 batch_cost: 1.2836 data_cost: 0.0014 ips: 6.2325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:23:58] ppdet.engine.callbacks INFO: Epoch: [113] [140/264] learning_rate: 0.000100 loss_class: 2.161753 loss_bbox: 0.171112 loss_giou: 0.212490 loss_mask: 0.449094 loss_dice: 0.420851 loss_class_aux: 13.831879 loss_bbox_aux: 1.157275 loss_giou_aux: 1.401601 loss_mask_aux: 2.796890 loss_dice_aux: 2.616613 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.560650 eta: 5:38:35 batch_cost: 1.3100 data_cost: 0.0014 ips: 6.1070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:24:10] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:24:10] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:24:10] ppdet.engine.callbacks INFO: Epoch: [113] [150/264] learning_rate: 0.000100 loss_class: 1.976265 loss_bbox: 0.156105 loss_giou: 0.214898 loss_mask: 0.401543 loss_dice: 0.412080 loss_class_aux: 12.844213 loss_bbox_aux: 1.057244 loss_giou_aux: 1.377181 loss_mask_aux: 2.388420 loss_dice_aux: 2.421833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.081023 eta: 5:38:29 batch_cost: 1.2247 data_cost: 0.0015 ips: 6.5324 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:24:23] ppdet.engine.callbacks INFO: Epoch: [113] [160/264] learning_rate: 0.000100 loss_class: 2.207586 loss_bbox: 0.179331 loss_giou: 0.242433 loss_mask: 0.444406 loss_dice: 0.508650 loss_class_aux: 13.718959 loss_bbox_aux: 1.162440 loss_giou_aux: 1.521543 loss_mask_aux: 2.670877 loss_dice_aux: 2.967691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.595295 eta: 5:38:23 batch_cost: 1.2765 data_cost: 0.0019 ips: 6.2670 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:24:37] ppdet.engine.callbacks INFO: Epoch: [113] [170/264] learning_rate: 0.000100 loss_class: 1.966312 loss_bbox: 0.154201 loss_giou: 0.182373 loss_mask: 0.483164 loss_dice: 0.416537 loss_class_aux: 13.322431 loss_bbox_aux: 1.015366 loss_giou_aux: 1.181946 loss_mask_aux: 2.764134 loss_dice_aux: 2.532058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.913134 eta: 5:38:18 batch_cost: 1.3580 data_cost: 0.0018 ips: 5.8912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:24:51] ppdet.engine.callbacks INFO: Epoch: [113] [180/264] learning_rate: 0.000100 loss_class: 2.297199 loss_bbox: 0.176112 loss_giou: 0.224021 loss_mask: 0.504790 loss_dice: 0.467091 loss_class_aux: 14.165280 loss_bbox_aux: 1.137221 loss_giou_aux: 1.449198 loss_mask_aux: 3.093195 loss_dice_aux: 2.781899 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583974 loss: 26.966593 eta: 5:38:13 batch_cost: 1.3906 data_cost: 0.0015 ips: 5.7531 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:25:05] ppdet.engine.callbacks INFO: Epoch: [113] [190/264] learning_rate: 0.000100 loss_class: 1.950123 loss_bbox: 0.148069 loss_giou: 0.197146 loss_mask: 0.317645 loss_dice: 0.371901 loss_class_aux: 12.259426 loss_bbox_aux: 0.974014 loss_giou_aux: 1.305495 loss_mask_aux: 1.916490 loss_dice_aux: 2.201257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.894004 loss: 23.609576 eta: 5:38:07 batch_cost: 1.3795 data_cost: 0.0015 ips: 5.7994 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:25:19] ppdet.engine.callbacks INFO: Epoch: [113] [200/264] learning_rate: 0.000100 loss_class: 2.208873 loss_bbox: 0.149603 loss_giou: 0.218740 loss_mask: 0.414273 loss_dice: 0.393284 loss_class_aux: 14.436922 loss_bbox_aux: 1.018322 loss_giou_aux: 1.387067 loss_mask_aux: 2.518764 loss_dice_aux: 2.421591 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.820308 eta: 5:38:02 batch_cost: 1.3685 data_cost: 0.0015 ips: 5.8460 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:25:33] ppdet.engine.callbacks INFO: Epoch: [113] [210/264] learning_rate: 0.000100 loss_class: 1.926467 loss_bbox: 0.162970 loss_giou: 0.212911 loss_mask: 0.452646 loss_dice: 0.397061 loss_class_aux: 12.330316 loss_bbox_aux: 1.094144 loss_giou_aux: 1.363831 loss_mask_aux: 2.611181 loss_dice_aux: 2.410020 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.742087 eta: 5:37:57 batch_cost: 1.3637 data_cost: 0.0014 ips: 5.8663 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:25:47] ppdet.engine.callbacks INFO: Epoch: [113] [220/264] learning_rate: 0.000100 loss_class: 1.974739 loss_bbox: 0.178059 loss_giou: 0.209385 loss_mask: 0.509640 loss_dice: 0.405364 loss_class_aux: 12.300529 loss_bbox_aux: 1.193240 loss_giou_aux: 1.333495 loss_mask_aux: 3.110476 loss_dice_aux: 2.444436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.658149 loss: 24.894436 eta: 5:37:51 batch_cost: 1.3451 data_cost: 0.0013 ips: 5.9475 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:26:01] ppdet.engine.callbacks INFO: Epoch: [113] [230/264] learning_rate: 0.000100 loss_class: 2.085477 loss_bbox: 0.164455 loss_giou: 0.235296 loss_mask: 0.432834 loss_dice: 0.435421 loss_class_aux: 13.458001 loss_bbox_aux: 1.056274 loss_giou_aux: 1.503980 loss_mask_aux: 2.636257 loss_dice_aux: 2.648431 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.757436 eta: 5:37:46 batch_cost: 1.3437 data_cost: 0.0013 ips: 5.9538 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:26:15] ppdet.engine.callbacks INFO: Epoch: [113] [240/264] learning_rate: 0.000100 loss_class: 2.034696 loss_bbox: 0.146078 loss_giou: 0.209497 loss_mask: 0.356214 loss_dice: 0.424667 loss_class_aux: 12.390448 loss_bbox_aux: 0.946087 loss_giou_aux: 1.312185 loss_mask_aux: 2.135899 loss_dice_aux: 2.526314 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.189609 eta: 5:37:41 batch_cost: 1.3818 data_cost: 0.0013 ips: 5.7895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:26:28] ppdet.engine.callbacks INFO: Epoch: [113] [250/264] learning_rate: 0.000100 loss_class: 2.222732 loss_bbox: 0.164438 loss_giou: 0.230712 loss_mask: 0.493698 loss_dice: 0.446957 loss_class_aux: 13.966175 loss_bbox_aux: 1.077057 loss_giou_aux: 1.466178 loss_mask_aux: 3.013724 loss_dice_aux: 2.676024 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.780016 eta: 5:37:35 batch_cost: 1.3053 data_cost: 0.0013 ips: 6.1291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:26:41] ppdet.engine.callbacks INFO: Epoch: [113] [260/264] learning_rate: 0.000100 loss_class: 2.059743 loss_bbox: 0.153603 loss_giou: 0.229922 loss_mask: 0.405440 loss_dice: 0.423518 loss_class_aux: 13.226174 loss_bbox_aux: 0.956451 loss_giou_aux: 1.410823 loss_mask_aux: 2.313847 loss_dice_aux: 2.470376 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.464192 eta: 5:37:29 batch_cost: 1.3194 data_cost: 0.0013 ips: 6.0634 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:27:38] ppdet.engine.callbacks INFO: Epoch: [114] [  0/264] learning_rate: 0.000100 loss_class: 2.247989 loss_bbox: 0.169900 loss_giou: 0.243165 loss_mask: 0.460235 loss_dice: 0.474265 loss_class_aux: 14.419520 loss_bbox_aux: 1.086435 loss_giou_aux: 1.516382 loss_mask_aux: 2.797047 loss_dice_aux: 2.892735 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.331593 eta: 5:37:38 batch_cost: 2.7827 data_cost: 1.3927 ips: 2.8750 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:27:53] ppdet.engine.callbacks INFO: Epoch: [114] [ 10/264] learning_rate: 0.000100 loss_class: 1.968580 loss_bbox: 0.149051 loss_giou: 0.218913 loss_mask: 0.417974 loss_dice: 0.413797 loss_class_aux: 12.611129 loss_bbox_aux: 0.985355 loss_giou_aux: 1.389896 loss_mask_aux: 2.538080 loss_dice_aux: 2.522923 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595638 loss: 24.306522 eta: 5:37:33 batch_cost: 1.3836 data_cost: 0.0041 ips: 5.7821 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:28:06] ppdet.engine.callbacks INFO: Epoch: [114] [ 20/264] learning_rate: 0.000100 loss_class: 1.871169 loss_bbox: 0.159868 loss_giou: 0.204223 loss_mask: 0.429799 loss_dice: 0.391230 loss_class_aux: 12.112828 loss_bbox_aux: 1.048465 loss_giou_aux: 1.296979 loss_mask_aux: 2.610991 loss_dice_aux: 2.395614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.514614 eta: 5:37:27 batch_cost: 1.3234 data_cost: 0.0014 ips: 6.0452 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:28:20] ppdet.engine.callbacks INFO: Epoch: [114] [ 30/264] learning_rate: 0.000100 loss_class: 1.938199 loss_bbox: 0.175591 loss_giou: 0.222624 loss_mask: 0.501699 loss_dice: 0.425183 loss_class_aux: 12.119189 loss_bbox_aux: 1.140413 loss_giou_aux: 1.407550 loss_mask_aux: 3.207389 loss_dice_aux: 2.596437 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.088007 eta: 5:37:21 batch_cost: 1.3283 data_cost: 0.0014 ips: 6.0227 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:28:33] ppdet.engine.callbacks INFO: Epoch: [114] [ 40/264] learning_rate: 0.000100 loss_class: 2.052358 loss_bbox: 0.178484 loss_giou: 0.209982 loss_mask: 0.562063 loss_dice: 0.433282 loss_class_aux: 13.382751 loss_bbox_aux: 1.199070 loss_giou_aux: 1.400568 loss_mask_aux: 3.434966 loss_dice_aux: 2.632700 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.806110 eta: 5:37:16 batch_cost: 1.3317 data_cost: 0.0014 ips: 6.0072 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:28:47] ppdet.engine.callbacks INFO: Epoch: [114] [ 50/264] learning_rate: 0.000100 loss_class: 1.977204 loss_bbox: 0.155488 loss_giou: 0.221071 loss_mask: 0.453694 loss_dice: 0.399823 loss_class_aux: 12.729129 loss_bbox_aux: 1.035700 loss_giou_aux: 1.430698 loss_mask_aux: 2.728571 loss_dice_aux: 2.405402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.488424 eta: 5:37:10 batch_cost: 1.3913 data_cost: 0.0014 ips: 5.7501 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:29:02] ppdet.engine.callbacks INFO: Epoch: [114] [ 60/264] learning_rate: 0.000100 loss_class: 1.864501 loss_bbox: 0.152693 loss_giou: 0.219341 loss_mask: 0.410141 loss_dice: 0.461272 loss_class_aux: 12.144127 loss_bbox_aux: 1.037263 loss_giou_aux: 1.413316 loss_mask_aux: 2.452323 loss_dice_aux: 2.737458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.441185 eta: 5:37:05 batch_cost: 1.3904 data_cost: 0.0014 ips: 5.7536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:29:15] ppdet.engine.callbacks INFO: Epoch: [114] [ 70/264] learning_rate: 0.000100 loss_class: 2.106519 loss_bbox: 0.146486 loss_giou: 0.216105 loss_mask: 0.408122 loss_dice: 0.421282 loss_class_aux: 13.224176 loss_bbox_aux: 0.963864 loss_giou_aux: 1.425458 loss_mask_aux: 2.518399 loss_dice_aux: 2.542866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.094997 eta: 5:36:59 batch_cost: 1.3209 data_cost: 0.0015 ips: 6.0567 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:29:29] ppdet.engine.callbacks INFO: Epoch: [114] [ 80/264] learning_rate: 0.000100 loss_class: 1.805799 loss_bbox: 0.141597 loss_giou: 0.203930 loss_mask: 0.392315 loss_dice: 0.374787 loss_class_aux: 11.797731 loss_bbox_aux: 0.935081 loss_giou_aux: 1.345784 loss_mask_aux: 2.245814 loss_dice_aux: 2.271964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.237651 eta: 5:36:54 batch_cost: 1.3459 data_cost: 0.0014 ips: 5.9439 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:29:42] ppdet.engine.callbacks INFO: Epoch: [114] [ 90/264] learning_rate: 0.000100 loss_class: 2.074637 loss_bbox: 0.143141 loss_giou: 0.208217 loss_mask: 0.430443 loss_dice: 0.378882 loss_class_aux: 12.819597 loss_bbox_aux: 0.994497 loss_giou_aux: 1.333882 loss_mask_aux: 2.732785 loss_dice_aux: 2.367301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.400409 eta: 5:36:48 batch_cost: 1.2975 data_cost: 0.0015 ips: 6.1656 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:29:56] ppdet.engine.callbacks INFO: Epoch: [114] [100/264] learning_rate: 0.000100 loss_class: 2.005014 loss_bbox: 0.182092 loss_giou: 0.234253 loss_mask: 0.444828 loss_dice: 0.419910 loss_class_aux: 12.939333 loss_bbox_aux: 1.211488 loss_giou_aux: 1.500765 loss_mask_aux: 2.813697 loss_dice_aux: 2.561666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.160993 eta: 5:36:42 batch_cost: 1.3450 data_cost: 0.0014 ips: 5.9478 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:30:10] ppdet.engine.callbacks INFO: Epoch: [114] [110/264] learning_rate: 0.000100 loss_class: 1.923749 loss_bbox: 0.127130 loss_giou: 0.202773 loss_mask: 0.344085 loss_dice: 0.385401 loss_class_aux: 12.238297 loss_bbox_aux: 0.866872 loss_giou_aux: 1.315679 loss_mask_aux: 2.121943 loss_dice_aux: 2.336923 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.350816 loss: 22.410872 eta: 5:36:37 batch_cost: 1.4167 data_cost: 0.0015 ips: 5.6471 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:30:21] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:30:21] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:30:24] ppdet.engine.callbacks INFO: Epoch: [114] [120/264] learning_rate: 0.000100 loss_class: 1.895610 loss_bbox: 0.144271 loss_giou: 0.200977 loss_mask: 0.417960 loss_dice: 0.385165 loss_class_aux: 12.334347 loss_bbox_aux: 1.009872 loss_giou_aux: 1.330975 loss_mask_aux: 2.431322 loss_dice_aux: 2.344992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.883389 eta: 5:36:32 batch_cost: 1.3859 data_cost: 0.0014 ips: 5.7722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:30:38] ppdet.engine.callbacks INFO: Epoch: [114] [130/264] learning_rate: 0.000100 loss_class: 1.880393 loss_bbox: 0.158921 loss_giou: 0.209560 loss_mask: 0.480465 loss_dice: 0.434538 loss_class_aux: 12.364680 loss_bbox_aux: 1.055689 loss_giou_aux: 1.353072 loss_mask_aux: 2.878822 loss_dice_aux: 2.530838 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.906398 eta: 5:36:27 batch_cost: 1.3625 data_cost: 0.0014 ips: 5.8716 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:30:51] ppdet.engine.callbacks INFO: Epoch: [114] [140/264] learning_rate: 0.000100 loss_class: 1.899841 loss_bbox: 0.143976 loss_giou: 0.186749 loss_mask: 0.388734 loss_dice: 0.383607 loss_class_aux: 12.304299 loss_bbox_aux: 0.999067 loss_giou_aux: 1.265038 loss_mask_aux: 2.447449 loss_dice_aux: 2.326492 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.255859 eta: 5:36:21 batch_cost: 1.3073 data_cost: 0.0014 ips: 6.1196 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:31:05] ppdet.engine.callbacks INFO: Epoch: [114] [150/264] learning_rate: 0.000100 loss_class: 1.775873 loss_bbox: 0.139459 loss_giou: 0.201602 loss_mask: 0.372875 loss_dice: 0.392767 loss_class_aux: 11.308050 loss_bbox_aux: 0.947751 loss_giou_aux: 1.286700 loss_mask_aux: 2.264162 loss_dice_aux: 2.399843 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.204300 loss: 22.913877 eta: 5:36:15 batch_cost: 1.3578 data_cost: 0.0015 ips: 5.8917 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:31:19] ppdet.engine.callbacks INFO: Epoch: [114] [160/264] learning_rate: 0.000100 loss_class: 2.113955 loss_bbox: 0.137848 loss_giou: 0.188484 loss_mask: 0.406883 loss_dice: 0.372896 loss_class_aux: 13.463758 loss_bbox_aux: 0.917913 loss_giou_aux: 1.261620 loss_mask_aux: 2.507632 loss_dice_aux: 2.291536 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.460050 loss: 24.589489 eta: 5:36:10 batch_cost: 1.3461 data_cost: 0.0014 ips: 5.9429 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:31:32] ppdet.engine.callbacks INFO: Epoch: [114] [170/264] learning_rate: 0.000100 loss_class: 2.278461 loss_bbox: 0.202558 loss_giou: 0.258328 loss_mask: 0.543358 loss_dice: 0.469799 loss_class_aux: 14.291658 loss_bbox_aux: 1.284177 loss_giou_aux: 1.647646 loss_mask_aux: 3.042555 loss_dice_aux: 2.845975 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.429712 loss: 29.170584 eta: 5:36:04 batch_cost: 1.3205 data_cost: 0.0014 ips: 6.0583 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:31:46] ppdet.engine.callbacks INFO: Epoch: [114] [180/264] learning_rate: 0.000100 loss_class: 1.903874 loss_bbox: 0.156078 loss_giou: 0.185612 loss_mask: 0.419369 loss_dice: 0.385331 loss_class_aux: 12.539493 loss_bbox_aux: 1.072485 loss_giou_aux: 1.202884 loss_mask_aux: 2.586272 loss_dice_aux: 2.383558 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.755986 eta: 5:35:59 batch_cost: 1.3803 data_cost: 0.0016 ips: 5.7958 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:31:58] ppdet.engine.callbacks INFO: Epoch: [114] [190/264] learning_rate: 0.000100 loss_class: 1.830541 loss_bbox: 0.140337 loss_giou: 0.206349 loss_mask: 0.399966 loss_dice: 0.381431 loss_class_aux: 11.890729 loss_bbox_aux: 0.963468 loss_giou_aux: 1.318966 loss_mask_aux: 2.338993 loss_dice_aux: 2.334827 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.802356 eta: 5:35:51 batch_cost: 1.0942 data_cost: 0.0017 ips: 7.3112 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:32:10] ppdet.engine.callbacks INFO: Epoch: [114] [200/264] learning_rate: 0.000100 loss_class: 1.970399 loss_bbox: 0.146876 loss_giou: 0.213167 loss_mask: 0.459359 loss_dice: 0.444131 loss_class_aux: 12.940493 loss_bbox_aux: 0.924164 loss_giou_aux: 1.378721 loss_mask_aux: 2.776582 loss_dice_aux: 2.695846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.239565 eta: 5:35:45 batch_cost: 1.2183 data_cost: 0.0016 ips: 6.5668 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:32:24] ppdet.engine.callbacks INFO: Epoch: [114] [210/264] learning_rate: 0.000100 loss_class: 2.031703 loss_bbox: 0.168397 loss_giou: 0.232626 loss_mask: 0.465573 loss_dice: 0.470137 loss_class_aux: 13.172585 loss_bbox_aux: 1.098508 loss_giou_aux: 1.492303 loss_mask_aux: 2.950767 loss_dice_aux: 2.942519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.067260 eta: 5:35:39 batch_cost: 1.3535 data_cost: 0.0014 ips: 5.9105 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:32:38] ppdet.engine.callbacks INFO: Epoch: [114] [220/264] learning_rate: 0.000100 loss_class: 1.779349 loss_bbox: 0.171545 loss_giou: 0.193953 loss_mask: 0.481731 loss_dice: 0.419630 loss_class_aux: 11.734269 loss_bbox_aux: 1.102781 loss_giou_aux: 1.257972 loss_mask_aux: 2.879980 loss_dice_aux: 2.609777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.574870 eta: 5:35:34 batch_cost: 1.3807 data_cost: 0.0014 ips: 5.7943 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:32:52] ppdet.engine.callbacks INFO: Epoch: [114] [230/264] learning_rate: 0.000100 loss_class: 1.931062 loss_bbox: 0.164530 loss_giou: 0.222972 loss_mask: 0.384737 loss_dice: 0.437874 loss_class_aux: 12.255544 loss_bbox_aux: 1.047116 loss_giou_aux: 1.439816 loss_mask_aux: 2.439585 loss_dice_aux: 2.597087 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.239508 eta: 5:35:28 batch_cost: 1.3443 data_cost: 0.0013 ips: 5.9512 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:33:06] ppdet.engine.callbacks INFO: Epoch: [114] [240/264] learning_rate: 0.000100 loss_class: 2.022083 loss_bbox: 0.157547 loss_giou: 0.234900 loss_mask: 0.375149 loss_dice: 0.428949 loss_class_aux: 13.205623 loss_bbox_aux: 1.040998 loss_giou_aux: 1.481106 loss_mask_aux: 2.495420 loss_dice_aux: 2.642623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.689370 eta: 5:35:23 batch_cost: 1.3614 data_cost: 0.0013 ips: 5.8763 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:33:19] ppdet.engine.callbacks INFO: Epoch: [114] [250/264] learning_rate: 0.000100 loss_class: 2.148049 loss_bbox: 0.166270 loss_giou: 0.209238 loss_mask: 0.524973 loss_dice: 0.411062 loss_class_aux: 14.124591 loss_bbox_aux: 1.099258 loss_giou_aux: 1.352795 loss_mask_aux: 3.050121 loss_dice_aux: 2.499414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.341687 eta: 5:35:17 batch_cost: 1.3683 data_cost: 0.0013 ips: 5.8466 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:33:33] ppdet.engine.callbacks INFO: Epoch: [114] [260/264] learning_rate: 0.000100 loss_class: 1.861463 loss_bbox: 0.166919 loss_giou: 0.219225 loss_mask: 0.401522 loss_dice: 0.431065 loss_class_aux: 12.028871 loss_bbox_aux: 1.054413 loss_giou_aux: 1.407793 loss_mask_aux: 2.429376 loss_dice_aux: 2.590653 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.290763 eta: 5:35:11 batch_cost: 1.2976 data_cost: 0.0013 ips: 6.1654 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:34:15] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/114
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 03:34:20] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/114/inference/inference.yml
[05/14 03:34:20] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 03:34:20] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/114/inference
[05/14 03:34:24] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 03:34:40] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 03:34:56] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 03:35:03] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 03:35:03] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.71s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.719
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.622
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 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 ] = 0.399
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.732
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768
[05/14 03:35:05] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.943478159917525
[05/14 03:35:05] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 03:35:05] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/114
[05/14 03:35:05] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 03:35:05] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 03:35:08] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 03:35:13] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 03:35:13] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 03:35:14] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 03:35:33] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:35:33] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:35:35] ppdet.engine.callbacks INFO: Epoch: [115] [  0/264] learning_rate: 0.000100 loss_class: 1.918448 loss_bbox: 0.150647 loss_giou: 0.209581 loss_mask: 0.431539 loss_dice: 0.421003 loss_class_aux: 12.332195 loss_bbox_aux: 1.043244 loss_giou_aux: 1.319887 loss_mask_aux: 2.600005 loss_dice_aux: 2.525779 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.577730 eta: 5:35:22 batch_cost: 3.1292 data_cost: 1.7457 ips: 2.5566 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:35:52] ppdet.engine.callbacks INFO: Epoch: [115] [ 10/264] learning_rate: 0.000100 loss_class: 1.875106 loss_bbox: 0.152410 loss_giou: 0.217136 loss_mask: 0.381316 loss_dice: 0.413797 loss_class_aux: 12.475963 loss_bbox_aux: 1.072211 loss_giou_aux: 1.357463 loss_mask_aux: 2.307582 loss_dice_aux: 2.494970 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554123 loss: 23.594602 eta: 5:35:18 batch_cost: 1.5783 data_cost: 0.0050 ips: 5.0688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:36:05] ppdet.engine.callbacks INFO: Epoch: [115] [ 20/264] learning_rate: 0.000100 loss_class: 2.035058 loss_bbox: 0.147577 loss_giou: 0.214922 loss_mask: 0.394152 loss_dice: 0.404804 loss_class_aux: 12.954720 loss_bbox_aux: 1.020511 loss_giou_aux: 1.391216 loss_mask_aux: 2.568337 loss_dice_aux: 2.489667 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.590981 eta: 5:35:13 batch_cost: 1.3607 data_cost: 0.0015 ips: 5.8795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:36:19] ppdet.engine.callbacks INFO: Epoch: [115] [ 30/264] learning_rate: 0.000100 loss_class: 1.952601 loss_bbox: 0.162703 loss_giou: 0.233031 loss_mask: 0.385186 loss_dice: 0.423094 loss_class_aux: 12.936644 loss_bbox_aux: 1.027208 loss_giou_aux: 1.456173 loss_mask_aux: 2.330048 loss_dice_aux: 2.592435 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.087478 eta: 5:35:07 batch_cost: 1.3668 data_cost: 0.0015 ips: 5.8532 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:36:33] ppdet.engine.callbacks INFO: Epoch: [115] [ 40/264] learning_rate: 0.000100 loss_class: 2.169594 loss_bbox: 0.160326 loss_giou: 0.234057 loss_mask: 0.399917 loss_dice: 0.427177 loss_class_aux: 14.050118 loss_bbox_aux: 1.091643 loss_giou_aux: 1.460164 loss_mask_aux: 2.510625 loss_dice_aux: 2.580148 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.296015 eta: 5:35:02 batch_cost: 1.3699 data_cost: 0.0014 ips: 5.8401 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:36:47] ppdet.engine.callbacks INFO: Epoch: [115] [ 50/264] learning_rate: 0.000100 loss_class: 1.768471 loss_bbox: 0.121627 loss_giou: 0.198670 loss_mask: 0.313425 loss_dice: 0.378953 loss_class_aux: 11.559657 loss_bbox_aux: 0.814953 loss_giou_aux: 1.282694 loss_mask_aux: 1.971347 loss_dice_aux: 2.331879 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.502142 loss: 21.149766 eta: 5:34:56 batch_cost: 1.3673 data_cost: 0.0015 ips: 5.8508 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:37:02] ppdet.engine.callbacks INFO: Epoch: [115] [ 60/264] learning_rate: 0.000100 loss_class: 1.857149 loss_bbox: 0.127232 loss_giou: 0.191694 loss_mask: 0.331339 loss_dice: 0.376941 loss_class_aux: 11.773988 loss_bbox_aux: 0.880231 loss_giou_aux: 1.226947 loss_mask_aux: 2.026640 loss_dice_aux: 2.311679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.962718 loss: 22.783323 eta: 5:34:51 batch_cost: 1.4118 data_cost: 0.0014 ips: 5.6665 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:37:16] ppdet.engine.callbacks INFO: Epoch: [115] [ 70/264] learning_rate: 0.000100 loss_class: 2.014170 loss_bbox: 0.170404 loss_giou: 0.205443 loss_mask: 0.411807 loss_dice: 0.404727 loss_class_aux: 12.841264 loss_bbox_aux: 1.147286 loss_giou_aux: 1.347992 loss_mask_aux: 2.477710 loss_dice_aux: 2.447290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.446039 eta: 5:34:46 batch_cost: 1.3752 data_cost: 0.0015 ips: 5.8175 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:37:30] ppdet.engine.callbacks INFO: Epoch: [115] [ 80/264] learning_rate: 0.000100 loss_class: 2.220804 loss_bbox: 0.148686 loss_giou: 0.239653 loss_mask: 0.414988 loss_dice: 0.450038 loss_class_aux: 13.937904 loss_bbox_aux: 0.988382 loss_giou_aux: 1.561429 loss_mask_aux: 2.584793 loss_dice_aux: 2.731203 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.225993 loss: 25.816691 eta: 5:34:40 batch_cost: 1.3623 data_cost: 0.0015 ips: 5.8726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:37:43] ppdet.engine.callbacks INFO: Epoch: [115] [ 90/264] learning_rate: 0.000100 loss_class: 2.095590 loss_bbox: 0.141093 loss_giou: 0.232995 loss_mask: 0.422269 loss_dice: 0.434852 loss_class_aux: 13.337396 loss_bbox_aux: 0.942400 loss_giou_aux: 1.449970 loss_mask_aux: 2.589511 loss_dice_aux: 2.547758 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.218605 eta: 5:34:34 batch_cost: 1.3573 data_cost: 0.0015 ips: 5.8941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:37:57] ppdet.engine.callbacks INFO: Epoch: [115] [100/264] learning_rate: 0.000100 loss_class: 2.035462 loss_bbox: 0.167128 loss_giou: 0.213444 loss_mask: 0.393012 loss_dice: 0.416243 loss_class_aux: 12.730766 loss_bbox_aux: 1.099801 loss_giou_aux: 1.397214 loss_mask_aux: 2.362752 loss_dice_aux: 2.553717 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.882000 loss: 24.340479 eta: 5:34:28 batch_cost: 1.3075 data_cost: 0.0015 ips: 6.1184 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:38:11] ppdet.engine.callbacks INFO: Epoch: [115] [110/264] learning_rate: 0.000100 loss_class: 2.247411 loss_bbox: 0.166463 loss_giou: 0.205664 loss_mask: 0.521185 loss_dice: 0.428921 loss_class_aux: 13.899377 loss_bbox_aux: 1.103034 loss_giou_aux: 1.349333 loss_mask_aux: 3.067807 loss_dice_aux: 2.540814 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.039364 eta: 5:34:23 batch_cost: 1.3794 data_cost: 0.0015 ips: 5.7998 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:38:25] ppdet.engine.callbacks INFO: Epoch: [115] [120/264] learning_rate: 0.000100 loss_class: 1.923863 loss_bbox: 0.156108 loss_giou: 0.200286 loss_mask: 0.395729 loss_dice: 0.394096 loss_class_aux: 12.551518 loss_bbox_aux: 1.060040 loss_giou_aux: 1.341939 loss_mask_aux: 2.414130 loss_dice_aux: 2.483436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.365133 loss: 23.062178 eta: 5:34:18 batch_cost: 1.3952 data_cost: 0.0014 ips: 5.7339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:38:39] ppdet.engine.callbacks INFO: Epoch: [115] [130/264] learning_rate: 0.000100 loss_class: 1.754492 loss_bbox: 0.140564 loss_giou: 0.208127 loss_mask: 0.323801 loss_dice: 0.369689 loss_class_aux: 11.551553 loss_bbox_aux: 0.909695 loss_giou_aux: 1.341788 loss_mask_aux: 2.075736 loss_dice_aux: 2.259141 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.430244 eta: 5:34:12 batch_cost: 1.3396 data_cost: 0.0015 ips: 5.9719 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:38:52] ppdet.engine.callbacks INFO: Epoch: [115] [140/264] learning_rate: 0.000100 loss_class: 1.926593 loss_bbox: 0.154335 loss_giou: 0.215333 loss_mask: 0.379482 loss_dice: 0.403765 loss_class_aux: 12.305422 loss_bbox_aux: 1.019528 loss_giou_aux: 1.380672 loss_mask_aux: 2.494013 loss_dice_aux: 2.446535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.689084 eta: 5:34:06 batch_cost: 1.2907 data_cost: 0.0014 ips: 6.1980 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:39:05] ppdet.engine.callbacks INFO: Epoch: [115] [150/264] learning_rate: 0.000100 loss_class: 2.123908 loss_bbox: 0.148530 loss_giou: 0.207867 loss_mask: 0.433040 loss_dice: 0.394311 loss_class_aux: 13.406124 loss_bbox_aux: 0.975713 loss_giou_aux: 1.344047 loss_mask_aux: 2.499111 loss_dice_aux: 2.443379 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.124896 eta: 5:33:59 batch_cost: 1.2433 data_cost: 0.0014 ips: 6.4346 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:39:15] ppdet.engine.callbacks INFO: Epoch: [115] [160/264] learning_rate: 0.000100 loss_class: 2.014827 loss_bbox: 0.172948 loss_giou: 0.222917 loss_mask: 0.457323 loss_dice: 0.429245 loss_class_aux: 12.670767 loss_bbox_aux: 1.118860 loss_giou_aux: 1.402061 loss_mask_aux: 2.721951 loss_dice_aux: 2.528402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.091185 eta: 5:33:51 batch_cost: 1.0320 data_cost: 0.0015 ips: 7.7518 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:39:29] ppdet.engine.callbacks INFO: Epoch: [115] [170/264] learning_rate: 0.000100 loss_class: 1.938409 loss_bbox: 0.160288 loss_giou: 0.181854 loss_mask: 0.401890 loss_dice: 0.405678 loss_class_aux: 12.913585 loss_bbox_aux: 1.110823 loss_giou_aux: 1.240568 loss_mask_aux: 2.530882 loss_dice_aux: 2.480912 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.397279 loss: 24.060309 eta: 5:33:45 batch_cost: 1.3384 data_cost: 0.0014 ips: 5.9772 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:39:42] ppdet.engine.callbacks INFO: Epoch: [115] [180/264] learning_rate: 0.000100 loss_class: 2.022927 loss_bbox: 0.164324 loss_giou: 0.220253 loss_mask: 0.426139 loss_dice: 0.421164 loss_class_aux: 12.606211 loss_bbox_aux: 1.064838 loss_giou_aux: 1.376180 loss_mask_aux: 2.510932 loss_dice_aux: 2.529496 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.001879 loss: 23.522788 eta: 5:33:40 batch_cost: 1.3351 data_cost: 0.0014 ips: 5.9921 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:39:57] ppdet.engine.callbacks INFO: Epoch: [115] [190/264] learning_rate: 0.000100 loss_class: 2.196546 loss_bbox: 0.163322 loss_giou: 0.197395 loss_mask: 0.443224 loss_dice: 0.410683 loss_class_aux: 13.474881 loss_bbox_aux: 1.024087 loss_giou_aux: 1.224828 loss_mask_aux: 2.632373 loss_dice_aux: 2.487983 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.616117 eta: 5:33:34 batch_cost: 1.4098 data_cost: 0.0014 ips: 5.6744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:40:11] ppdet.engine.callbacks INFO: Epoch: [115] [200/264] learning_rate: 0.000100 loss_class: 1.975334 loss_bbox: 0.153734 loss_giou: 0.217994 loss_mask: 0.400101 loss_dice: 0.406131 loss_class_aux: 12.763104 loss_bbox_aux: 0.955204 loss_giou_aux: 1.400204 loss_mask_aux: 2.406316 loss_dice_aux: 2.467075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.399745 eta: 5:33:29 batch_cost: 1.3810 data_cost: 0.0016 ips: 5.7928 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:40:25] ppdet.engine.callbacks INFO: Epoch: [115] [210/264] learning_rate: 0.000100 loss_class: 2.021415 loss_bbox: 0.157259 loss_giou: 0.202077 loss_mask: 0.421674 loss_dice: 0.428941 loss_class_aux: 12.743560 loss_bbox_aux: 1.037048 loss_giou_aux: 1.293180 loss_mask_aux: 2.573973 loss_dice_aux: 2.519987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.997832 eta: 5:33:23 batch_cost: 1.3807 data_cost: 0.0015 ips: 5.7942 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:40:39] ppdet.engine.callbacks INFO: Epoch: [115] [220/264] learning_rate: 0.000100 loss_class: 1.986631 loss_bbox: 0.160770 loss_giou: 0.207856 loss_mask: 0.502572 loss_dice: 0.409820 loss_class_aux: 12.159840 loss_bbox_aux: 1.070800 loss_giou_aux: 1.312502 loss_mask_aux: 2.962337 loss_dice_aux: 2.483425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.408877 eta: 5:33:18 batch_cost: 1.3555 data_cost: 0.0014 ips: 5.9021 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:40:52] ppdet.engine.callbacks INFO: Epoch: [115] [230/264] learning_rate: 0.000100 loss_class: 1.855286 loss_bbox: 0.153442 loss_giou: 0.224432 loss_mask: 0.404181 loss_dice: 0.439314 loss_class_aux: 12.136849 loss_bbox_aux: 0.974083 loss_giou_aux: 1.472318 loss_mask_aux: 2.413236 loss_dice_aux: 2.610411 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.417913 loss: 22.797394 eta: 5:33:12 batch_cost: 1.3509 data_cost: 0.0013 ips: 5.9219 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:41:06] ppdet.engine.callbacks INFO: Epoch: [115] [240/264] learning_rate: 0.000100 loss_class: 2.123189 loss_bbox: 0.167573 loss_giou: 0.230949 loss_mask: 0.474730 loss_dice: 0.454530 loss_class_aux: 13.430595 loss_bbox_aux: 1.130711 loss_giou_aux: 1.411040 loss_mask_aux: 2.839926 loss_dice_aux: 2.723047 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.932559 eta: 5:33:06 batch_cost: 1.3710 data_cost: 0.0013 ips: 5.8350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:41:20] ppdet.engine.callbacks INFO: Epoch: [115] [250/264] learning_rate: 0.000100 loss_class: 2.073580 loss_bbox: 0.143212 loss_giou: 0.193685 loss_mask: 0.393646 loss_dice: 0.382884 loss_class_aux: 13.044420 loss_bbox_aux: 0.930635 loss_giou_aux: 1.345405 loss_mask_aux: 2.353903 loss_dice_aux: 2.385946 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.957902 eta: 5:33:01 batch_cost: 1.3558 data_cost: 0.0013 ips: 5.9007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:41:34] ppdet.engine.callbacks INFO: Epoch: [115] [260/264] learning_rate: 0.000100 loss_class: 1.899177 loss_bbox: 0.139147 loss_giou: 0.201714 loss_mask: 0.352636 loss_dice: 0.386285 loss_class_aux: 11.984253 loss_bbox_aux: 0.939559 loss_giou_aux: 1.289520 loss_mask_aux: 2.143340 loss_dice_aux: 2.415174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.955709 eta: 5:32:55 batch_cost: 1.3539 data_cost: 0.0013 ips: 5.9089 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:42:32] ppdet.engine.callbacks INFO: Epoch: [116] [  0/264] learning_rate: 0.000100 loss_class: 1.993627 loss_bbox: 0.145741 loss_giou: 0.190579 loss_mask: 0.361895 loss_dice: 0.386285 loss_class_aux: 12.545293 loss_bbox_aux: 0.976998 loss_giou_aux: 1.248394 loss_mask_aux: 2.246869 loss_dice_aux: 2.415174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.487446 eta: 5:33:04 batch_cost: 2.8913 data_cost: 1.5603 ips: 2.7669 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:42:48] ppdet.engine.callbacks INFO: Epoch: [116] [ 10/264] learning_rate: 0.000100 loss_class: 2.008896 loss_bbox: 0.151959 loss_giou: 0.241375 loss_mask: 0.422474 loss_dice: 0.403298 loss_class_aux: 13.375061 loss_bbox_aux: 0.983929 loss_giou_aux: 1.504304 loss_mask_aux: 2.449728 loss_dice_aux: 2.508357 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.695524 eta: 5:32:59 batch_cost: 1.5053 data_cost: 0.0046 ips: 5.3145 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:43:01] ppdet.engine.callbacks INFO: Epoch: [116] [ 20/264] learning_rate: 0.000100 loss_class: 2.080681 loss_bbox: 0.170175 loss_giou: 0.214737 loss_mask: 0.480289 loss_dice: 0.452776 loss_class_aux: 13.278569 loss_bbox_aux: 1.148065 loss_giou_aux: 1.407573 loss_mask_aux: 2.972145 loss_dice_aux: 2.787373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.417453 eta: 5:32:53 batch_cost: 1.3266 data_cost: 0.0016 ips: 6.0304 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:43:16] ppdet.engine.callbacks INFO: Epoch: [116] [ 30/264] learning_rate: 0.000100 loss_class: 1.993135 loss_bbox: 0.156900 loss_giou: 0.229005 loss_mask: 0.402721 loss_dice: 0.425445 loss_class_aux: 12.718692 loss_bbox_aux: 1.004699 loss_giou_aux: 1.444507 loss_mask_aux: 2.360000 loss_dice_aux: 2.595832 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.898081 eta: 5:32:48 batch_cost: 1.3765 data_cost: 0.0015 ips: 5.8117 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:43:29] ppdet.engine.callbacks INFO: Epoch: [116] [ 40/264] learning_rate: 0.000100 loss_class: 1.972016 loss_bbox: 0.140425 loss_giou: 0.213619 loss_mask: 0.338970 loss_dice: 0.441701 loss_class_aux: 12.505634 loss_bbox_aux: 0.917601 loss_giou_aux: 1.368107 loss_mask_aux: 2.026882 loss_dice_aux: 2.623638 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.283766 eta: 5:32:42 batch_cost: 1.3493 data_cost: 0.0015 ips: 5.9291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:43:43] ppdet.engine.callbacks INFO: Epoch: [116] [ 50/264] learning_rate: 0.000100 loss_class: 1.953939 loss_bbox: 0.150142 loss_giou: 0.207622 loss_mask: 0.407228 loss_dice: 0.392069 loss_class_aux: 12.622239 loss_bbox_aux: 1.028795 loss_giou_aux: 1.334970 loss_mask_aux: 2.440906 loss_dice_aux: 2.414362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.864933 eta: 5:32:36 batch_cost: 1.3540 data_cost: 0.0016 ips: 5.9085 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:43:57] ppdet.engine.callbacks INFO: Epoch: [116] [ 60/264] learning_rate: 0.000100 loss_class: 1.958046 loss_bbox: 0.164125 loss_giou: 0.205249 loss_mask: 0.418967 loss_dice: 0.411591 loss_class_aux: 12.396853 loss_bbox_aux: 1.052548 loss_giou_aux: 1.318521 loss_mask_aux: 2.557760 loss_dice_aux: 2.542777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.007259 eta: 5:32:31 batch_cost: 1.3778 data_cost: 0.0015 ips: 5.8062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:44:11] ppdet.engine.callbacks INFO: Epoch: [116] [ 70/264] learning_rate: 0.000100 loss_class: 2.044045 loss_bbox: 0.165873 loss_giou: 0.244633 loss_mask: 0.445585 loss_dice: 0.440660 loss_class_aux: 12.908052 loss_bbox_aux: 1.017347 loss_giou_aux: 1.553078 loss_mask_aux: 2.677803 loss_dice_aux: 2.666009 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.617928 eta: 5:32:25 batch_cost: 1.3673 data_cost: 0.0016 ips: 5.8510 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:44:14] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:44:14] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:44:24] ppdet.engine.callbacks INFO: Epoch: [116] [ 80/264] learning_rate: 0.000100 loss_class: 1.850127 loss_bbox: 0.147312 loss_giou: 0.203540 loss_mask: 0.421528 loss_dice: 0.402866 loss_class_aux: 11.899709 loss_bbox_aux: 0.981984 loss_giou_aux: 1.312250 loss_mask_aux: 2.459249 loss_dice_aux: 2.424301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.481612 loss: 22.895626 eta: 5:32:19 batch_cost: 1.3175 data_cost: 0.0016 ips: 6.0723 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:44:38] ppdet.engine.callbacks INFO: Epoch: [116] [ 90/264] learning_rate: 0.000100 loss_class: 2.115218 loss_bbox: 0.164058 loss_giou: 0.200702 loss_mask: 0.499855 loss_dice: 0.441230 loss_class_aux: 13.200817 loss_bbox_aux: 1.099205 loss_giou_aux: 1.283126 loss_mask_aux: 2.967432 loss_dice_aux: 2.686954 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.796907 eta: 5:32:13 batch_cost: 1.3274 data_cost: 0.0014 ips: 6.0267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:44:51] ppdet.engine.callbacks INFO: Epoch: [116] [100/264] learning_rate: 0.000100 loss_class: 1.974066 loss_bbox: 0.143378 loss_giou: 0.217146 loss_mask: 0.388218 loss_dice: 0.375390 loss_class_aux: 12.622196 loss_bbox_aux: 0.944551 loss_giou_aux: 1.355332 loss_mask_aux: 2.334676 loss_dice_aux: 2.276452 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.673544 eta: 5:32:07 batch_cost: 1.3157 data_cost: 0.0015 ips: 6.0802 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:45:05] ppdet.engine.callbacks INFO: Epoch: [116] [110/264] learning_rate: 0.000100 loss_class: 2.143998 loss_bbox: 0.152094 loss_giou: 0.217489 loss_mask: 0.436573 loss_dice: 0.410585 loss_class_aux: 13.098034 loss_bbox_aux: 1.011755 loss_giou_aux: 1.394716 loss_mask_aux: 2.696546 loss_dice_aux: 2.526507 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.245975 eta: 5:32:01 batch_cost: 1.3332 data_cost: 0.0014 ips: 6.0008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:45:19] ppdet.engine.callbacks INFO: Epoch: [116] [120/264] learning_rate: 0.000100 loss_class: 1.988252 loss_bbox: 0.160072 loss_giou: 0.206803 loss_mask: 0.376517 loss_dice: 0.415877 loss_class_aux: 12.514685 loss_bbox_aux: 1.073271 loss_giou_aux: 1.304169 loss_mask_aux: 2.323986 loss_dice_aux: 2.484170 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.572697 loss: 24.453992 eta: 5:31:55 batch_cost: 1.3740 data_cost: 0.0014 ips: 5.8223 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:45:33] ppdet.engine.callbacks INFO: Epoch: [116] [130/264] learning_rate: 0.000100 loss_class: 1.976286 loss_bbox: 0.179526 loss_giou: 0.224558 loss_mask: 0.350106 loss_dice: 0.412845 loss_class_aux: 12.380533 loss_bbox_aux: 1.162445 loss_giou_aux: 1.427443 loss_mask_aux: 2.202554 loss_dice_aux: 2.556789 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.258986 eta: 5:31:49 batch_cost: 1.3348 data_cost: 0.0014 ips: 5.9935 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:45:47] ppdet.engine.callbacks INFO: Epoch: [116] [140/264] learning_rate: 0.000100 loss_class: 2.116883 loss_bbox: 0.152274 loss_giou: 0.206877 loss_mask: 0.381235 loss_dice: 0.430440 loss_class_aux: 13.109501 loss_bbox_aux: 0.998152 loss_giou_aux: 1.355292 loss_mask_aux: 2.319449 loss_dice_aux: 2.576375 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.718969 eta: 5:31:44 batch_cost: 1.3651 data_cost: 0.0015 ips: 5.8603 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:46:01] ppdet.engine.callbacks INFO: Epoch: [116] [150/264] learning_rate: 0.000100 loss_class: 2.108068 loss_bbox: 0.135210 loss_giou: 0.215767 loss_mask: 0.388092 loss_dice: 0.410392 loss_class_aux: 13.362486 loss_bbox_aux: 0.916185 loss_giou_aux: 1.393761 loss_mask_aux: 2.379865 loss_dice_aux: 2.533012 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.829028 loss: 24.472783 eta: 5:31:38 batch_cost: 1.3902 data_cost: 0.0015 ips: 5.7545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:46:14] ppdet.engine.callbacks INFO: Epoch: [116] [160/264] learning_rate: 0.000100 loss_class: 2.255157 loss_bbox: 0.154306 loss_giou: 0.206576 loss_mask: 0.455828 loss_dice: 0.407076 loss_class_aux: 14.432025 loss_bbox_aux: 1.029730 loss_giou_aux: 1.375836 loss_mask_aux: 2.790643 loss_dice_aux: 2.524009 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.845062 loss: 27.202433 eta: 5:31:32 batch_cost: 1.3366 data_cost: 0.0016 ips: 5.9855 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:46:28] ppdet.engine.callbacks INFO: Epoch: [116] [170/264] learning_rate: 0.000100 loss_class: 2.328959 loss_bbox: 0.166778 loss_giou: 0.212621 loss_mask: 0.454508 loss_dice: 0.412675 loss_class_aux: 14.668663 loss_bbox_aux: 1.119715 loss_giou_aux: 1.352993 loss_mask_aux: 2.816860 loss_dice_aux: 2.553729 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.785205 eta: 5:31:26 batch_cost: 1.3422 data_cost: 0.0015 ips: 5.9605 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:46:42] ppdet.engine.callbacks INFO: Epoch: [116] [180/264] learning_rate: 0.000100 loss_class: 2.184091 loss_bbox: 0.189425 loss_giou: 0.194919 loss_mask: 0.538521 loss_dice: 0.448926 loss_class_aux: 13.924234 loss_bbox_aux: 1.299809 loss_giou_aux: 1.323224 loss_mask_aux: 3.287330 loss_dice_aux: 2.700041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.152071 eta: 5:31:20 batch_cost: 1.3509 data_cost: 0.0014 ips: 5.9218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:46:53] ppdet.engine.callbacks INFO: Epoch: [116] [190/264] learning_rate: 0.000100 loss_class: 2.052902 loss_bbox: 0.167623 loss_giou: 0.222926 loss_mask: 0.437724 loss_dice: 0.412575 loss_class_aux: 13.295060 loss_bbox_aux: 1.067767 loss_giou_aux: 1.480750 loss_mask_aux: 2.686008 loss_dice_aux: 2.538508 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.701792 loss: 25.023614 eta: 5:31:13 batch_cost: 1.1332 data_cost: 0.0016 ips: 7.0595 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:47:07] ppdet.engine.callbacks INFO: Epoch: [116] [200/264] learning_rate: 0.000100 loss_class: 1.811956 loss_bbox: 0.142328 loss_giou: 0.204269 loss_mask: 0.426517 loss_dice: 0.405101 loss_class_aux: 11.831977 loss_bbox_aux: 0.974767 loss_giou_aux: 1.321953 loss_mask_aux: 2.478837 loss_dice_aux: 2.341026 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.008824 eta: 5:31:07 batch_cost: 1.3638 data_cost: 0.0014 ips: 5.8659 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:47:21] ppdet.engine.callbacks INFO: Epoch: [116] [210/264] learning_rate: 0.000100 loss_class: 2.099024 loss_bbox: 0.144022 loss_giou: 0.205812 loss_mask: 0.445561 loss_dice: 0.434311 loss_class_aux: 13.786503 loss_bbox_aux: 0.967572 loss_giou_aux: 1.347947 loss_mask_aux: 2.814612 loss_dice_aux: 2.616654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.438762 loss: 25.499462 eta: 5:31:02 batch_cost: 1.3734 data_cost: 0.0014 ips: 5.8251 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:47:35] ppdet.engine.callbacks INFO: Epoch: [116] [220/264] learning_rate: 0.000100 loss_class: 2.126721 loss_bbox: 0.167692 loss_giou: 0.217274 loss_mask: 0.411519 loss_dice: 0.424670 loss_class_aux: 13.434017 loss_bbox_aux: 1.068849 loss_giou_aux: 1.347678 loss_mask_aux: 2.481669 loss_dice_aux: 2.550324 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.921570 loss: 25.522840 eta: 5:30:56 batch_cost: 1.3293 data_cost: 0.0014 ips: 6.0183 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:47:49] ppdet.engine.callbacks INFO: Epoch: [116] [230/264] learning_rate: 0.000100 loss_class: 2.156647 loss_bbox: 0.175424 loss_giou: 0.218514 loss_mask: 0.492530 loss_dice: 0.414580 loss_class_aux: 13.456603 loss_bbox_aux: 1.088000 loss_giou_aux: 1.393039 loss_mask_aux: 3.008970 loss_dice_aux: 2.660185 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.472026 loss: 25.897818 eta: 5:30:50 batch_cost: 1.3837 data_cost: 0.0013 ips: 5.7816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:48:03] ppdet.engine.callbacks INFO: Epoch: [116] [240/264] learning_rate: 0.000100 loss_class: 2.237639 loss_bbox: 0.139323 loss_giou: 0.210805 loss_mask: 0.379237 loss_dice: 0.406494 loss_class_aux: 14.268597 loss_bbox_aux: 0.969694 loss_giou_aux: 1.382331 loss_mask_aux: 2.410463 loss_dice_aux: 2.562899 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.509122 eta: 5:30:44 batch_cost: 1.3652 data_cost: 0.0013 ips: 5.8598 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:48:17] ppdet.engine.callbacks INFO: Epoch: [116] [250/264] learning_rate: 0.000100 loss_class: 1.955607 loss_bbox: 0.153088 loss_giou: 0.219514 loss_mask: 0.454081 loss_dice: 0.448656 loss_class_aux: 12.351899 loss_bbox_aux: 1.030152 loss_giou_aux: 1.398399 loss_mask_aux: 2.810076 loss_dice_aux: 2.719809 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.571227 eta: 5:30:39 batch_cost: 1.4091 data_cost: 0.0013 ips: 5.6773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:48:31] ppdet.engine.callbacks INFO: Epoch: [116] [260/264] learning_rate: 0.000100 loss_class: 2.240087 loss_bbox: 0.169865 loss_giou: 0.208203 loss_mask: 0.447383 loss_dice: 0.449125 loss_class_aux: 13.978009 loss_bbox_aux: 1.103237 loss_giou_aux: 1.327314 loss_mask_aux: 2.717972 loss_dice_aux: 2.656022 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.519286 loss: 26.376198 eta: 5:30:33 batch_cost: 1.3510 data_cost: 0.0013 ips: 5.9217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:49:20] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:49:20] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:49:28] ppdet.engine.callbacks INFO: Epoch: [117] [  0/264] learning_rate: 0.000100 loss_class: 2.074086 loss_bbox: 0.147290 loss_giou: 0.208756 loss_mask: 0.427992 loss_dice: 0.426471 loss_class_aux: 13.570691 loss_bbox_aux: 0.975312 loss_giou_aux: 1.343560 loss_mask_aux: 2.685233 loss_dice_aux: 2.503764 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.485011 eta: 5:30:41 batch_cost: 2.7912 data_cost: 1.3764 ips: 2.8662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:49:45] ppdet.engine.callbacks INFO: Epoch: [117] [ 10/264] learning_rate: 0.000100 loss_class: 2.001285 loss_bbox: 0.163011 loss_giou: 0.196593 loss_mask: 0.450524 loss_dice: 0.400639 loss_class_aux: 12.605296 loss_bbox_aux: 1.028543 loss_giou_aux: 1.245297 loss_mask_aux: 2.682270 loss_dice_aux: 2.391547 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.462195 eta: 5:30:37 batch_cost: 1.6330 data_cost: 0.0060 ips: 4.8989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:49:59] ppdet.engine.callbacks INFO: Epoch: [117] [ 20/264] learning_rate: 0.000100 loss_class: 1.885221 loss_bbox: 0.141703 loss_giou: 0.201182 loss_mask: 0.361151 loss_dice: 0.407226 loss_class_aux: 11.985317 loss_bbox_aux: 0.955745 loss_giou_aux: 1.286256 loss_mask_aux: 2.296618 loss_dice_aux: 2.437837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.976291 eta: 5:30:31 batch_cost: 1.3559 data_cost: 0.0015 ips: 5.9004 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:50:13] ppdet.engine.callbacks INFO: Epoch: [117] [ 30/264] learning_rate: 0.000100 loss_class: 2.163898 loss_bbox: 0.155543 loss_giou: 0.197398 loss_mask: 0.467182 loss_dice: 0.402857 loss_class_aux: 13.634292 loss_bbox_aux: 1.073036 loss_giou_aux: 1.317943 loss_mask_aux: 2.847870 loss_dice_aux: 2.494290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.229267 eta: 5:30:25 batch_cost: 1.3373 data_cost: 0.0015 ips: 5.9824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:50:24] ppdet.engine.callbacks INFO: Epoch: [117] [ 40/264] learning_rate: 0.000100 loss_class: 1.970009 loss_bbox: 0.152975 loss_giou: 0.207323 loss_mask: 0.375170 loss_dice: 0.389953 loss_class_aux: 12.405068 loss_bbox_aux: 0.998424 loss_giou_aux: 1.344377 loss_mask_aux: 2.346992 loss_dice_aux: 2.382106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.235273 eta: 5:30:17 batch_cost: 1.1273 data_cost: 0.0015 ips: 7.0966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:50:39] ppdet.engine.callbacks INFO: Epoch: [117] [ 50/264] learning_rate: 0.000100 loss_class: 1.881031 loss_bbox: 0.136156 loss_giou: 0.180214 loss_mask: 0.307201 loss_dice: 0.385595 loss_class_aux: 11.945922 loss_bbox_aux: 0.906379 loss_giou_aux: 1.150501 loss_mask_aux: 1.847442 loss_dice_aux: 2.309096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.891718 eta: 5:30:12 batch_cost: 1.4007 data_cost: 0.0016 ips: 5.7114 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:50:53] ppdet.engine.callbacks INFO: Epoch: [117] [ 60/264] learning_rate: 0.000100 loss_class: 1.969957 loss_bbox: 0.165295 loss_giou: 0.229249 loss_mask: 0.390696 loss_dice: 0.426245 loss_class_aux: 12.380939 loss_bbox_aux: 1.079292 loss_giou_aux: 1.479859 loss_mask_aux: 2.397640 loss_dice_aux: 2.584666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.387068 eta: 5:30:06 batch_cost: 1.4055 data_cost: 0.0014 ips: 5.6920 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:51:07] ppdet.engine.callbacks INFO: Epoch: [117] [ 70/264] learning_rate: 0.000100 loss_class: 2.096123 loss_bbox: 0.179765 loss_giou: 0.220336 loss_mask: 0.441309 loss_dice: 0.425886 loss_class_aux: 12.677383 loss_bbox_aux: 1.199177 loss_giou_aux: 1.403089 loss_mask_aux: 3.134694 loss_dice_aux: 2.672349 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.091768 loss: 26.744526 eta: 5:30:00 batch_cost: 1.3616 data_cost: 0.0015 ips: 5.8754 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:51:20] ppdet.engine.callbacks INFO: Epoch: [117] [ 80/264] learning_rate: 0.000100 loss_class: 2.071933 loss_bbox: 0.157209 loss_giou: 0.209957 loss_mask: 0.380333 loss_dice: 0.414361 loss_class_aux: 12.992819 loss_bbox_aux: 1.024156 loss_giou_aux: 1.353992 loss_mask_aux: 2.318388 loss_dice_aux: 2.529667 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.964269 eta: 5:29:54 batch_cost: 1.3447 data_cost: 0.0016 ips: 5.9493 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:51:34] ppdet.engine.callbacks INFO: Epoch: [117] [ 90/264] learning_rate: 0.000100 loss_class: 1.921276 loss_bbox: 0.151728 loss_giou: 0.222947 loss_mask: 0.409989 loss_dice: 0.434731 loss_class_aux: 12.711814 loss_bbox_aux: 1.076016 loss_giou_aux: 1.476545 loss_mask_aux: 2.407263 loss_dice_aux: 2.620337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.895192 loss: 26.269428 eta: 5:29:48 batch_cost: 1.3528 data_cost: 0.0015 ips: 5.9136 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:51:48] ppdet.engine.callbacks INFO: Epoch: [117] [100/264] learning_rate: 0.000100 loss_class: 1.903722 loss_bbox: 0.147260 loss_giou: 0.210308 loss_mask: 0.387761 loss_dice: 0.364891 loss_class_aux: 11.867190 loss_bbox_aux: 0.976037 loss_giou_aux: 1.340614 loss_mask_aux: 2.365386 loss_dice_aux: 2.208827 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.444860 eta: 5:29:42 batch_cost: 1.3306 data_cost: 0.0015 ips: 6.0123 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:52:01] ppdet.engine.callbacks INFO: Epoch: [117] [110/264] learning_rate: 0.000100 loss_class: 1.688555 loss_bbox: 0.120118 loss_giou: 0.199715 loss_mask: 0.306797 loss_dice: 0.356203 loss_class_aux: 10.955719 loss_bbox_aux: 0.819640 loss_giou_aux: 1.292021 loss_mask_aux: 1.850942 loss_dice_aux: 2.152058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.420711 loss: 20.960314 eta: 5:29:36 batch_cost: 1.3442 data_cost: 0.0015 ips: 5.9514 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:52:16] ppdet.engine.callbacks INFO: Epoch: [117] [120/264] learning_rate: 0.000100 loss_class: 2.034845 loss_bbox: 0.156611 loss_giou: 0.213337 loss_mask: 0.412389 loss_dice: 0.421002 loss_class_aux: 13.281768 loss_bbox_aux: 1.039758 loss_giou_aux: 1.352138 loss_mask_aux: 2.607990 loss_dice_aux: 2.593363 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.147582 eta: 5:29:31 batch_cost: 1.4112 data_cost: 0.0015 ips: 5.6688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:52:29] ppdet.engine.callbacks INFO: Epoch: [117] [130/264] learning_rate: 0.000100 loss_class: 1.988472 loss_bbox: 0.147752 loss_giou: 0.223961 loss_mask: 0.440091 loss_dice: 0.434877 loss_class_aux: 12.506907 loss_bbox_aux: 0.986773 loss_giou_aux: 1.418332 loss_mask_aux: 2.662532 loss_dice_aux: 2.619992 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.311767 eta: 5:29:25 batch_cost: 1.3338 data_cost: 0.0014 ips: 5.9978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:52:43] ppdet.engine.callbacks INFO: Epoch: [117] [140/264] learning_rate: 0.000100 loss_class: 1.938851 loss_bbox: 0.135456 loss_giou: 0.195108 loss_mask: 0.460681 loss_dice: 0.405654 loss_class_aux: 12.851743 loss_bbox_aux: 0.929073 loss_giou_aux: 1.285179 loss_mask_aux: 2.818672 loss_dice_aux: 2.417663 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.415491 loss: 24.174887 eta: 5:29:19 batch_cost: 1.3644 data_cost: 0.0015 ips: 5.8635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:52:58] ppdet.engine.callbacks INFO: Epoch: [117] [150/264] learning_rate: 0.000100 loss_class: 1.913100 loss_bbox: 0.153130 loss_giou: 0.212812 loss_mask: 0.365180 loss_dice: 0.404304 loss_class_aux: 12.173790 loss_bbox_aux: 1.023525 loss_giou_aux: 1.380509 loss_mask_aux: 2.229287 loss_dice_aux: 2.400411 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.006012 loss: 24.382576 eta: 5:29:13 batch_cost: 1.3963 data_cost: 0.0014 ips: 5.7293 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:53:11] ppdet.engine.callbacks INFO: Epoch: [117] [160/264] learning_rate: 0.000100 loss_class: 2.095554 loss_bbox: 0.153395 loss_giou: 0.212471 loss_mask: 0.498340 loss_dice: 0.438842 loss_class_aux: 13.289070 loss_bbox_aux: 1.050878 loss_giou_aux: 1.370830 loss_mask_aux: 2.964188 loss_dice_aux: 2.691052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.445341 eta: 5:29:07 batch_cost: 1.3536 data_cost: 0.0014 ips: 5.9103 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:53:25] ppdet.engine.callbacks INFO: Epoch: [117] [170/264] learning_rate: 0.000100 loss_class: 1.796402 loss_bbox: 0.149947 loss_giou: 0.200438 loss_mask: 0.425029 loss_dice: 0.400776 loss_class_aux: 11.441883 loss_bbox_aux: 0.968891 loss_giou_aux: 1.272635 loss_mask_aux: 2.602308 loss_dice_aux: 2.415725 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.946681 eta: 5:29:01 batch_cost: 1.3443 data_cost: 0.0014 ips: 5.9511 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:53:39] ppdet.engine.callbacks INFO: Epoch: [117] [180/264] learning_rate: 0.000100 loss_class: 2.192987 loss_bbox: 0.182692 loss_giou: 0.240886 loss_mask: 0.507844 loss_dice: 0.451912 loss_class_aux: 13.636076 loss_bbox_aux: 1.154180 loss_giou_aux: 1.542525 loss_mask_aux: 3.015759 loss_dice_aux: 2.832357 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.659157 loss: 26.702470 eta: 5:28:55 batch_cost: 1.3631 data_cost: 0.0014 ips: 5.8688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:53:53] ppdet.engine.callbacks INFO: Epoch: [117] [190/264] learning_rate: 0.000100 loss_class: 1.986526 loss_bbox: 0.155539 loss_giou: 0.221649 loss_mask: 0.399526 loss_dice: 0.415198 loss_class_aux: 12.484305 loss_bbox_aux: 1.035001 loss_giou_aux: 1.451984 loss_mask_aux: 2.424039 loss_dice_aux: 2.528721 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.579428 eta: 5:28:49 batch_cost: 1.3572 data_cost: 0.0015 ips: 5.8945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:54:07] ppdet.engine.callbacks INFO: Epoch: [117] [200/264] learning_rate: 0.000100 loss_class: 1.957045 loss_bbox: 0.141477 loss_giou: 0.204264 loss_mask: 0.366770 loss_dice: 0.414036 loss_class_aux: 13.104874 loss_bbox_aux: 1.006709 loss_giou_aux: 1.325712 loss_mask_aux: 2.382458 loss_dice_aux: 2.508819 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.029097 eta: 5:28:44 batch_cost: 1.3787 data_cost: 0.0014 ips: 5.8027 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:54:21] ppdet.engine.callbacks INFO: Epoch: [117] [210/264] learning_rate: 0.000100 loss_class: 2.007522 loss_bbox: 0.174784 loss_giou: 0.194496 loss_mask: 0.431033 loss_dice: 0.384744 loss_class_aux: 12.577792 loss_bbox_aux: 1.093449 loss_giou_aux: 1.267478 loss_mask_aux: 2.563266 loss_dice_aux: 2.362583 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.268862 eta: 5:28:38 batch_cost: 1.3474 data_cost: 0.0014 ips: 5.9375 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:54:33] ppdet.engine.callbacks INFO: Epoch: [117] [220/264] learning_rate: 0.000100 loss_class: 1.963903 loss_bbox: 0.186152 loss_giou: 0.212003 loss_mask: 0.455095 loss_dice: 0.423982 loss_class_aux: 12.860692 loss_bbox_aux: 1.200846 loss_giou_aux: 1.357190 loss_mask_aux: 2.711567 loss_dice_aux: 2.594153 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.951336 eta: 5:28:31 batch_cost: 1.2185 data_cost: 0.0014 ips: 6.5656 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:54:45] ppdet.engine.callbacks INFO: Epoch: [117] [230/264] learning_rate: 0.000100 loss_class: 2.116006 loss_bbox: 0.160194 loss_giou: 0.214894 loss_mask: 0.475136 loss_dice: 0.429417 loss_class_aux: 13.447767 loss_bbox_aux: 1.068324 loss_giou_aux: 1.434130 loss_mask_aux: 2.859432 loss_dice_aux: 2.608222 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.993861 eta: 5:28:23 batch_cost: 1.1490 data_cost: 0.0013 ips: 6.9625 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:54:58] ppdet.engine.callbacks INFO: Epoch: [117] [240/264] learning_rate: 0.000100 loss_class: 1.904065 loss_bbox: 0.171742 loss_giou: 0.214140 loss_mask: 0.494524 loss_dice: 0.450018 loss_class_aux: 12.100003 loss_bbox_aux: 1.118094 loss_giou_aux: 1.385112 loss_mask_aux: 2.987387 loss_dice_aux: 2.729801 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.486824 loss: 24.629301 eta: 5:28:17 batch_cost: 1.3448 data_cost: 0.0013 ips: 5.9490 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:55:13] ppdet.engine.callbacks INFO: Epoch: [117] [250/264] learning_rate: 0.000100 loss_class: 2.026065 loss_bbox: 0.169676 loss_giou: 0.231575 loss_mask: 0.504768 loss_dice: 0.465410 loss_class_aux: 12.996423 loss_bbox_aux: 1.095878 loss_giou_aux: 1.490195 loss_mask_aux: 3.128654 loss_dice_aux: 2.815132 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.798074 eta: 5:28:12 batch_cost: 1.3925 data_cost: 0.0013 ips: 5.7449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:55:26] ppdet.engine.callbacks INFO: Epoch: [117] [260/264] learning_rate: 0.000100 loss_class: 2.396257 loss_bbox: 0.255074 loss_giou: 0.261786 loss_mask: 0.710684 loss_dice: 0.583321 loss_class_aux: 15.128981 loss_bbox_aux: 1.672448 loss_giou_aux: 1.598802 loss_mask_aux: 4.274901 loss_dice_aux: 3.413909 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 32.079006 eta: 5:28:05 batch_cost: 1.3431 data_cost: 0.0013 ips: 5.9562 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:56:25] ppdet.engine.callbacks INFO: Epoch: [118] [  0/264] learning_rate: 0.000100 loss_class: 2.432690 loss_bbox: 0.192522 loss_giou: 0.228729 loss_mask: 0.559157 loss_dice: 0.520822 loss_class_aux: 15.673573 loss_bbox_aux: 1.298997 loss_giou_aux: 1.548948 loss_mask_aux: 3.417008 loss_dice_aux: 3.074590 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.561277 eta: 5:28:14 batch_cost: 2.9335 data_cost: 1.5614 ips: 2.7271 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:56:41] ppdet.engine.callbacks INFO: Epoch: [118] [ 10/264] learning_rate: 0.000100 loss_class: 1.924925 loss_bbox: 0.179996 loss_giou: 0.198732 loss_mask: 0.446782 loss_dice: 0.397788 loss_class_aux: 12.391716 loss_bbox_aux: 1.168207 loss_giou_aux: 1.306454 loss_mask_aux: 2.711972 loss_dice_aux: 2.410677 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.346266 eta: 5:28:09 batch_cost: 1.5047 data_cost: 0.0058 ips: 5.3167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:56:54] ppdet.engine.callbacks INFO: Epoch: [118] [ 20/264] learning_rate: 0.000100 loss_class: 1.894129 loss_bbox: 0.175536 loss_giou: 0.225821 loss_mask: 0.389715 loss_dice: 0.415655 loss_class_aux: 11.807729 loss_bbox_aux: 1.148325 loss_giou_aux: 1.455838 loss_mask_aux: 2.360151 loss_dice_aux: 2.568319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.524519 loss: 24.396014 eta: 5:28:03 batch_cost: 1.3268 data_cost: 0.0015 ips: 6.0297 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:57:03] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 03:57:03] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 03:57:08] ppdet.engine.callbacks INFO: Epoch: [118] [ 30/264] learning_rate: 0.000100 loss_class: 2.089934 loss_bbox: 0.160569 loss_giou: 0.198516 loss_mask: 0.443253 loss_dice: 0.430053 loss_class_aux: 13.794311 loss_bbox_aux: 1.084166 loss_giou_aux: 1.304172 loss_mask_aux: 2.789614 loss_dice_aux: 2.550451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.526974 eta: 5:27:57 batch_cost: 1.3580 data_cost: 0.0015 ips: 5.8910 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:57:22] ppdet.engine.callbacks INFO: Epoch: [118] [ 40/264] learning_rate: 0.000100 loss_class: 2.068823 loss_bbox: 0.166840 loss_giou: 0.204951 loss_mask: 0.459355 loss_dice: 0.418269 loss_class_aux: 12.876490 loss_bbox_aux: 1.060798 loss_giou_aux: 1.312677 loss_mask_aux: 2.697637 loss_dice_aux: 2.539805 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.365380 eta: 5:27:51 batch_cost: 1.3521 data_cost: 0.0015 ips: 5.9166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:57:36] ppdet.engine.callbacks INFO: Epoch: [118] [ 50/264] learning_rate: 0.000100 loss_class: 2.157106 loss_bbox: 0.153617 loss_giou: 0.214706 loss_mask: 0.357716 loss_dice: 0.434965 loss_class_aux: 13.417421 loss_bbox_aux: 1.030407 loss_giou_aux: 1.447321 loss_mask_aux: 2.148020 loss_dice_aux: 2.622679 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.859114 eta: 5:27:45 batch_cost: 1.3566 data_cost: 0.0014 ips: 5.8969 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:57:50] ppdet.engine.callbacks INFO: Epoch: [118] [ 60/264] learning_rate: 0.000100 loss_class: 2.015007 loss_bbox: 0.143908 loss_giou: 0.221602 loss_mask: 0.415642 loss_dice: 0.450454 loss_class_aux: 12.851523 loss_bbox_aux: 0.980008 loss_giou_aux: 1.343124 loss_mask_aux: 2.595087 loss_dice_aux: 2.704343 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.459916 eta: 5:27:39 batch_cost: 1.3558 data_cost: 0.0014 ips: 5.9007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:58:03] ppdet.engine.callbacks INFO: Epoch: [118] [ 70/264] learning_rate: 0.000100 loss_class: 2.147640 loss_bbox: 0.185876 loss_giou: 0.233544 loss_mask: 0.468422 loss_dice: 0.476079 loss_class_aux: 14.226145 loss_bbox_aux: 1.221805 loss_giou_aux: 1.536664 loss_mask_aux: 2.899997 loss_dice_aux: 2.913373 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.443963 loss: 27.735175 eta: 5:27:32 batch_cost: 1.2745 data_cost: 0.0014 ips: 6.2772 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:58:16] ppdet.engine.callbacks INFO: Epoch: [118] [ 80/264] learning_rate: 0.000100 loss_class: 2.027163 loss_bbox: 0.137377 loss_giou: 0.209322 loss_mask: 0.395246 loss_dice: 0.395427 loss_class_aux: 12.927693 loss_bbox_aux: 0.921393 loss_giou_aux: 1.358953 loss_mask_aux: 2.450292 loss_dice_aux: 2.382673 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.054184 loss: 27.148345 eta: 5:27:25 batch_cost: 1.2701 data_cost: 0.0015 ips: 6.2985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:58:30] ppdet.engine.callbacks INFO: Epoch: [118] [ 90/264] learning_rate: 0.000100 loss_class: 1.855888 loss_bbox: 0.133990 loss_giou: 0.213419 loss_mask: 0.304585 loss_dice: 0.404051 loss_class_aux: 12.469419 loss_bbox_aux: 0.921253 loss_giou_aux: 1.384444 loss_mask_aux: 2.010018 loss_dice_aux: 2.420906 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.541204 loss: 22.135684 eta: 5:27:19 batch_cost: 1.3663 data_cost: 0.0015 ips: 5.8551 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:58:43] ppdet.engine.callbacks INFO: Epoch: [118] [100/264] learning_rate: 0.000100 loss_class: 2.072949 loss_bbox: 0.147179 loss_giou: 0.216234 loss_mask: 0.434212 loss_dice: 0.391131 loss_class_aux: 13.181359 loss_bbox_aux: 1.033803 loss_giou_aux: 1.427894 loss_mask_aux: 2.635033 loss_dice_aux: 2.492246 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.651310 eta: 5:27:13 batch_cost: 1.3556 data_cost: 0.0015 ips: 5.9012 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:58:57] ppdet.engine.callbacks INFO: Epoch: [118] [110/264] learning_rate: 0.000100 loss_class: 2.108981 loss_bbox: 0.154819 loss_giou: 0.234944 loss_mask: 0.429048 loss_dice: 0.434720 loss_class_aux: 13.560308 loss_bbox_aux: 1.016453 loss_giou_aux: 1.480487 loss_mask_aux: 2.372535 loss_dice_aux: 2.600238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.383261 loss: 24.626333 eta: 5:27:07 batch_cost: 1.3212 data_cost: 0.0015 ips: 6.0550 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:59:11] ppdet.engine.callbacks INFO: Epoch: [118] [120/264] learning_rate: 0.000100 loss_class: 1.981192 loss_bbox: 0.181222 loss_giou: 0.232281 loss_mask: 0.402845 loss_dice: 0.434040 loss_class_aux: 13.302154 loss_bbox_aux: 1.188564 loss_giou_aux: 1.467564 loss_mask_aux: 2.481101 loss_dice_aux: 2.585904 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.706911 eta: 5:27:01 batch_cost: 1.3670 data_cost: 0.0014 ips: 5.8524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:59:25] ppdet.engine.callbacks INFO: Epoch: [118] [130/264] learning_rate: 0.000100 loss_class: 1.833491 loss_bbox: 0.159887 loss_giou: 0.202078 loss_mask: 0.423219 loss_dice: 0.396319 loss_class_aux: 11.429342 loss_bbox_aux: 1.026842 loss_giou_aux: 1.294693 loss_mask_aux: 2.592798 loss_dice_aux: 2.404203 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.436737 loss: 22.996141 eta: 5:26:56 batch_cost: 1.4282 data_cost: 0.0015 ips: 5.6014 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:59:39] ppdet.engine.callbacks INFO: Epoch: [118] [140/264] learning_rate: 0.000100 loss_class: 1.841800 loss_bbox: 0.139367 loss_giou: 0.214711 loss_mask: 0.320594 loss_dice: 0.386972 loss_class_aux: 11.721505 loss_bbox_aux: 0.900802 loss_giou_aux: 1.352426 loss_mask_aux: 2.008369 loss_dice_aux: 2.364653 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.013286 eta: 5:26:49 batch_cost: 1.3162 data_cost: 0.0014 ips: 6.0779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 03:59:53] ppdet.engine.callbacks INFO: Epoch: [118] [150/264] learning_rate: 0.000100 loss_class: 2.121673 loss_bbox: 0.172503 loss_giou: 0.201375 loss_mask: 0.431939 loss_dice: 0.434937 loss_class_aux: 13.459351 loss_bbox_aux: 1.183664 loss_giou_aux: 1.313360 loss_mask_aux: 2.588169 loss_dice_aux: 2.629835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.309987 eta: 5:26:43 batch_cost: 1.3767 data_cost: 0.0015 ips: 5.8111 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:00:06] ppdet.engine.callbacks INFO: Epoch: [118] [160/264] learning_rate: 0.000100 loss_class: 1.950863 loss_bbox: 0.145579 loss_giou: 0.204175 loss_mask: 0.390710 loss_dice: 0.426189 loss_class_aux: 12.598296 loss_bbox_aux: 1.019584 loss_giou_aux: 1.340739 loss_mask_aux: 2.523183 loss_dice_aux: 2.615610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.224860 eta: 5:26:37 batch_cost: 1.3221 data_cost: 0.0014 ips: 6.0509 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:00:20] ppdet.engine.callbacks INFO: Epoch: [118] [170/264] learning_rate: 0.000100 loss_class: 1.789291 loss_bbox: 0.151571 loss_giou: 0.204506 loss_mask: 0.372439 loss_dice: 0.375034 loss_class_aux: 12.130764 loss_bbox_aux: 0.980646 loss_giou_aux: 1.322121 loss_mask_aux: 2.190082 loss_dice_aux: 2.334527 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.681997 eta: 5:26:31 batch_cost: 1.3524 data_cost: 0.0014 ips: 5.9156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:00:34] ppdet.engine.callbacks INFO: Epoch: [118] [180/264] learning_rate: 0.000100 loss_class: 1.874432 loss_bbox: 0.144289 loss_giou: 0.191169 loss_mask: 0.365103 loss_dice: 0.374756 loss_class_aux: 12.379353 loss_bbox_aux: 0.978729 loss_giou_aux: 1.232444 loss_mask_aux: 2.224505 loss_dice_aux: 2.271748 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.954960 eta: 5:26:25 batch_cost: 1.3453 data_cost: 0.0014 ips: 5.9465 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:00:47] ppdet.engine.callbacks INFO: Epoch: [118] [190/264] learning_rate: 0.000100 loss_class: 2.196625 loss_bbox: 0.175648 loss_giou: 0.222228 loss_mask: 0.459507 loss_dice: 0.451094 loss_class_aux: 13.605782 loss_bbox_aux: 1.149264 loss_giou_aux: 1.417807 loss_mask_aux: 2.819415 loss_dice_aux: 2.755148 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.508736 eta: 5:26:18 batch_cost: 1.3150 data_cost: 0.0014 ips: 6.0837 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:01:01] ppdet.engine.callbacks INFO: Epoch: [118] [200/264] learning_rate: 0.000100 loss_class: 2.007224 loss_bbox: 0.184717 loss_giou: 0.207330 loss_mask: 0.499173 loss_dice: 0.420288 loss_class_aux: 12.954476 loss_bbox_aux: 1.282401 loss_giou_aux: 1.316965 loss_mask_aux: 3.038235 loss_dice_aux: 2.558517 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.650107 eta: 5:26:13 batch_cost: 1.3827 data_cost: 0.0014 ips: 5.7859 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:01:15] ppdet.engine.callbacks INFO: Epoch: [118] [210/264] learning_rate: 0.000100 loss_class: 2.444842 loss_bbox: 0.181835 loss_giou: 0.212250 loss_mask: 0.504362 loss_dice: 0.487920 loss_class_aux: 15.501584 loss_bbox_aux: 1.131369 loss_giou_aux: 1.390476 loss_mask_aux: 3.087905 loss_dice_aux: 2.930181 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.028947 eta: 5:26:06 batch_cost: 1.3406 data_cost: 0.0015 ips: 5.9677 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:01:29] ppdet.engine.callbacks INFO: Epoch: [118] [220/264] learning_rate: 0.000100 loss_class: 2.099777 loss_bbox: 0.144973 loss_giou: 0.215373 loss_mask: 0.364815 loss_dice: 0.411332 loss_class_aux: 13.360272 loss_bbox_aux: 0.959510 loss_giou_aux: 1.369798 loss_mask_aux: 2.217154 loss_dice_aux: 2.434425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.841245 eta: 5:26:00 batch_cost: 1.3392 data_cost: 0.0014 ips: 5.9737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:01:42] ppdet.engine.callbacks INFO: Epoch: [118] [230/264] learning_rate: 0.000100 loss_class: 1.876220 loss_bbox: 0.148292 loss_giou: 0.207747 loss_mask: 0.356055 loss_dice: 0.371352 loss_class_aux: 12.203698 loss_bbox_aux: 0.961232 loss_giou_aux: 1.336234 loss_mask_aux: 2.196249 loss_dice_aux: 2.301220 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.762849 eta: 5:25:54 batch_cost: 1.3621 data_cost: 0.0012 ips: 5.8734 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:01:56] ppdet.engine.callbacks INFO: Epoch: [118] [240/264] learning_rate: 0.000100 loss_class: 1.860987 loss_bbox: 0.132953 loss_giou: 0.198986 loss_mask: 0.351770 loss_dice: 0.373184 loss_class_aux: 11.725149 loss_bbox_aux: 0.911011 loss_giou_aux: 1.312129 loss_mask_aux: 2.201626 loss_dice_aux: 2.340897 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.102659 eta: 5:25:48 batch_cost: 1.2943 data_cost: 0.0013 ips: 6.1811 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:02:09] ppdet.engine.callbacks INFO: Epoch: [118] [250/264] learning_rate: 0.000100 loss_class: 2.039725 loss_bbox: 0.139149 loss_giou: 0.212355 loss_mask: 0.387447 loss_dice: 0.412847 loss_class_aux: 13.666468 loss_bbox_aux: 0.900792 loss_giou_aux: 1.339173 loss_mask_aux: 2.333893 loss_dice_aux: 2.431514 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.725977 eta: 5:25:41 batch_cost: 1.3473 data_cost: 0.0013 ips: 5.9380 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28435 MB
[05/14 04:02:22] ppdet.engine.callbacks INFO: Epoch: [118] [260/264] learning_rate: 0.000100 loss_class: 2.055486 loss_bbox: 0.157729 loss_giou: 0.232479 loss_mask: 0.450721 loss_dice: 0.451609 loss_class_aux: 12.998215 loss_bbox_aux: 1.032170 loss_giou_aux: 1.493057 loss_mask_aux: 2.715779 loss_dice_aux: 2.649733 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.381869 loss: 24.898869 eta: 5:25:34 batch_cost: 1.1998 data_cost: 0.0013 ips: 6.6679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:03:20] ppdet.engine.callbacks INFO: Epoch: [119] [  0/264] learning_rate: 0.000100 loss_class: 2.055486 loss_bbox: 0.157729 loss_giou: 0.219778 loss_mask: 0.447082 loss_dice: 0.427046 loss_class_aux: 12.998215 loss_bbox_aux: 1.032170 loss_giou_aux: 1.493057 loss_mask_aux: 2.715779 loss_dice_aux: 2.491515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.203023 eta: 5:25:42 batch_cost: 2.6947 data_cost: 1.3836 ips: 2.9688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:03:37] ppdet.engine.callbacks INFO: Epoch: [119] [ 10/264] learning_rate: 0.000100 loss_class: 2.204995 loss_bbox: 0.169680 loss_giou: 0.199875 loss_mask: 0.387463 loss_dice: 0.387458 loss_class_aux: 13.997751 loss_bbox_aux: 1.130334 loss_giou_aux: 1.273550 loss_mask_aux: 2.368884 loss_dice_aux: 2.380148 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.765459 loss: 25.749115 eta: 5:25:37 batch_cost: 1.5816 data_cost: 0.0025 ips: 5.0582 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:03:50] ppdet.engine.callbacks INFO: Epoch: [119] [ 20/264] learning_rate: 0.000100 loss_class: 1.890895 loss_bbox: 0.143469 loss_giou: 0.221431 loss_mask: 0.410229 loss_dice: 0.386598 loss_class_aux: 12.027398 loss_bbox_aux: 0.988017 loss_giou_aux: 1.399470 loss_mask_aux: 2.498279 loss_dice_aux: 2.346242 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.697053 eta: 5:25:31 batch_cost: 1.3502 data_cost: 0.0015 ips: 5.9251 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:04:04] ppdet.engine.callbacks INFO: Epoch: [119] [ 30/264] learning_rate: 0.000100 loss_class: 2.131157 loss_bbox: 0.151194 loss_giou: 0.241469 loss_mask: 0.390861 loss_dice: 0.435190 loss_class_aux: 12.930847 loss_bbox_aux: 1.039179 loss_giou_aux: 1.597462 loss_mask_aux: 2.354077 loss_dice_aux: 2.668143 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.164336 loss: 26.040609 eta: 5:25:25 batch_cost: 1.3442 data_cost: 0.0015 ips: 5.9515 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:04:17] ppdet.engine.callbacks INFO: Epoch: [119] [ 40/264] learning_rate: 0.000100 loss_class: 2.123639 loss_bbox: 0.175481 loss_giou: 0.222107 loss_mask: 0.407669 loss_dice: 0.400824 loss_class_aux: 13.190616 loss_bbox_aux: 1.102778 loss_giou_aux: 1.389613 loss_mask_aux: 2.445209 loss_dice_aux: 2.407094 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.730206 eta: 5:25:18 batch_cost: 1.3072 data_cost: 0.0016 ips: 6.1197 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:04:31] ppdet.engine.callbacks INFO: Epoch: [119] [ 50/264] learning_rate: 0.000100 loss_class: 1.850437 loss_bbox: 0.170043 loss_giou: 0.234065 loss_mask: 0.467851 loss_dice: 0.434144 loss_class_aux: 12.460361 loss_bbox_aux: 1.095488 loss_giou_aux: 1.477893 loss_mask_aux: 2.803923 loss_dice_aux: 2.610129 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.794618 eta: 5:25:12 batch_cost: 1.3602 data_cost: 0.0015 ips: 5.8816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:04:45] ppdet.engine.callbacks INFO: Epoch: [119] [ 60/264] learning_rate: 0.000100 loss_class: 1.886445 loss_bbox: 0.155869 loss_giou: 0.191189 loss_mask: 0.404849 loss_dice: 0.386069 loss_class_aux: 12.115854 loss_bbox_aux: 0.999712 loss_giou_aux: 1.236118 loss_mask_aux: 2.447970 loss_dice_aux: 2.381348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.624294 eta: 5:25:06 batch_cost: 1.3477 data_cost: 0.0015 ips: 5.9362 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:04:59] ppdet.engine.callbacks INFO: Epoch: [119] [ 70/264] learning_rate: 0.000100 loss_class: 1.997867 loss_bbox: 0.147531 loss_giou: 0.227475 loss_mask: 0.354990 loss_dice: 0.430375 loss_class_aux: 12.650142 loss_bbox_aux: 0.966853 loss_giou_aux: 1.461453 loss_mask_aux: 2.254763 loss_dice_aux: 2.593704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.659410 eta: 5:25:00 batch_cost: 1.3937 data_cost: 0.0016 ips: 5.7401 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:05:13] ppdet.engine.callbacks INFO: Epoch: [119] [ 80/264] learning_rate: 0.000100 loss_class: 1.973051 loss_bbox: 0.173066 loss_giou: 0.221639 loss_mask: 0.383406 loss_dice: 0.449176 loss_class_aux: 12.704651 loss_bbox_aux: 1.126820 loss_giou_aux: 1.439368 loss_mask_aux: 2.323876 loss_dice_aux: 2.719076 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.124208 eta: 5:24:54 batch_cost: 1.3431 data_cost: 0.0016 ips: 5.9566 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:05:27] ppdet.engine.callbacks INFO: Epoch: [119] [ 90/264] learning_rate: 0.000100 loss_class: 1.908361 loss_bbox: 0.142789 loss_giou: 0.188790 loss_mask: 0.369131 loss_dice: 0.352028 loss_class_aux: 12.274517 loss_bbox_aux: 0.969468 loss_giou_aux: 1.252404 loss_mask_aux: 2.183029 loss_dice_aux: 2.170131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496782 loss: 23.361444 eta: 5:24:48 batch_cost: 1.3565 data_cost: 0.0014 ips: 5.8973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:05:40] ppdet.engine.callbacks INFO: Epoch: [119] [100/264] learning_rate: 0.000100 loss_class: 2.057350 loss_bbox: 0.151748 loss_giou: 0.217782 loss_mask: 0.358995 loss_dice: 0.378458 loss_class_aux: 12.883815 loss_bbox_aux: 1.039942 loss_giou_aux: 1.389208 loss_mask_aux: 2.278838 loss_dice_aux: 2.374013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.832508 loss: 23.442439 eta: 5:24:41 batch_cost: 1.3502 data_cost: 0.0014 ips: 5.9249 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:05:42] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:05:42] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:05:52] ppdet.engine.callbacks INFO: Epoch: [119] [110/264] learning_rate: 0.000100 loss_class: 1.920268 loss_bbox: 0.142434 loss_giou: 0.201102 loss_mask: 0.374293 loss_dice: 0.381257 loss_class_aux: 12.003165 loss_bbox_aux: 0.974777 loss_giou_aux: 1.300233 loss_mask_aux: 2.205495 loss_dice_aux: 2.314920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.969906 eta: 5:24:34 batch_cost: 1.1216 data_cost: 0.0015 ips: 7.1329 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:06:06] ppdet.engine.callbacks INFO: Epoch: [119] [120/264] learning_rate: 0.000100 loss_class: 1.948783 loss_bbox: 0.159795 loss_giou: 0.201989 loss_mask: 0.425206 loss_dice: 0.406430 loss_class_aux: 12.664464 loss_bbox_aux: 1.105277 loss_giou_aux: 1.340944 loss_mask_aux: 2.784639 loss_dice_aux: 2.545850 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.039140 loss: 24.388515 eta: 5:24:28 batch_cost: 1.4038 data_cost: 0.0014 ips: 5.6987 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:06:20] ppdet.engine.callbacks INFO: Epoch: [119] [130/264] learning_rate: 0.000100 loss_class: 2.025440 loss_bbox: 0.147908 loss_giou: 0.206615 loss_mask: 0.330822 loss_dice: 0.406557 loss_class_aux: 12.718923 loss_bbox_aux: 0.995835 loss_giou_aux: 1.325491 loss_mask_aux: 2.019364 loss_dice_aux: 2.359295 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.991107 eta: 5:24:22 batch_cost: 1.3959 data_cost: 0.0014 ips: 5.7311 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:06:34] ppdet.engine.callbacks INFO: Epoch: [119] [140/264] learning_rate: 0.000100 loss_class: 1.828033 loss_bbox: 0.157375 loss_giou: 0.214517 loss_mask: 0.403744 loss_dice: 0.399077 loss_class_aux: 12.400208 loss_bbox_aux: 1.065320 loss_giou_aux: 1.357694 loss_mask_aux: 2.475471 loss_dice_aux: 2.398675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.497701 loss: 24.306514 eta: 5:24:16 batch_cost: 1.3450 data_cost: 0.0014 ips: 5.9482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:06:48] ppdet.engine.callbacks INFO: Epoch: [119] [150/264] learning_rate: 0.000100 loss_class: 2.124844 loss_bbox: 0.146158 loss_giou: 0.240493 loss_mask: 0.389306 loss_dice: 0.426959 loss_class_aux: 13.255702 loss_bbox_aux: 0.975442 loss_giou_aux: 1.543986 loss_mask_aux: 2.381014 loss_dice_aux: 2.623020 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.293763 eta: 5:24:09 batch_cost: 1.3566 data_cost: 0.0015 ips: 5.8971 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:07:02] ppdet.engine.callbacks INFO: Epoch: [119] [160/264] learning_rate: 0.000100 loss_class: 2.121671 loss_bbox: 0.158114 loss_giou: 0.207873 loss_mask: 0.491561 loss_dice: 0.392104 loss_class_aux: 13.663933 loss_bbox_aux: 1.058886 loss_giou_aux: 1.348098 loss_mask_aux: 2.997232 loss_dice_aux: 2.466371 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.568303 eta: 5:24:03 batch_cost: 1.3959 data_cost: 0.0014 ips: 5.7310 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:07:15] ppdet.engine.callbacks INFO: Epoch: [119] [170/264] learning_rate: 0.000100 loss_class: 2.106765 loss_bbox: 0.185329 loss_giou: 0.207434 loss_mask: 0.548682 loss_dice: 0.432058 loss_class_aux: 13.068270 loss_bbox_aux: 1.165761 loss_giou_aux: 1.331259 loss_mask_aux: 3.355733 loss_dice_aux: 2.615250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.288291 eta: 5:23:57 batch_cost: 1.2946 data_cost: 0.0015 ips: 6.1795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:07:29] ppdet.engine.callbacks INFO: Epoch: [119] [180/264] learning_rate: 0.000100 loss_class: 1.952083 loss_bbox: 0.132251 loss_giou: 0.211614 loss_mask: 0.286462 loss_dice: 0.409796 loss_class_aux: 12.354284 loss_bbox_aux: 0.931756 loss_giou_aux: 1.365161 loss_mask_aux: 1.793692 loss_dice_aux: 2.526342 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.562631 loss: 22.922312 eta: 5:23:51 batch_cost: 1.3753 data_cost: 0.0014 ips: 5.8167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:07:43] ppdet.engine.callbacks INFO: Epoch: [119] [190/264] learning_rate: 0.000100 loss_class: 2.095641 loss_bbox: 0.131804 loss_giou: 0.210312 loss_mask: 0.341209 loss_dice: 0.397123 loss_class_aux: 13.682323 loss_bbox_aux: 0.927225 loss_giou_aux: 1.337868 loss_mask_aux: 2.213730 loss_dice_aux: 2.480644 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.649197 loss: 25.167620 eta: 5:23:45 batch_cost: 1.3743 data_cost: 0.0015 ips: 5.8211 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:07:57] ppdet.engine.callbacks INFO: Epoch: [119] [200/264] learning_rate: 0.000100 loss_class: 1.950079 loss_bbox: 0.157697 loss_giou: 0.205195 loss_mask: 0.462051 loss_dice: 0.447685 loss_class_aux: 12.732881 loss_bbox_aux: 1.047335 loss_giou_aux: 1.378066 loss_mask_aux: 2.528782 loss_dice_aux: 2.588740 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.373616 eta: 5:23:38 batch_cost: 1.3481 data_cost: 0.0016 ips: 5.9343 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:08:11] ppdet.engine.callbacks INFO: Epoch: [119] [210/264] learning_rate: 0.000100 loss_class: 2.069466 loss_bbox: 0.157806 loss_giou: 0.216075 loss_mask: 0.393668 loss_dice: 0.411387 loss_class_aux: 13.240773 loss_bbox_aux: 1.110262 loss_giou_aux: 1.442394 loss_mask_aux: 2.545779 loss_dice_aux: 2.545453 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.390992 eta: 5:23:32 batch_cost: 1.3583 data_cost: 0.0016 ips: 5.8896 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:08:24] ppdet.engine.callbacks INFO: Epoch: [119] [220/264] learning_rate: 0.000100 loss_class: 2.136746 loss_bbox: 0.161447 loss_giou: 0.210912 loss_mask: 0.445167 loss_dice: 0.396840 loss_class_aux: 13.017040 loss_bbox_aux: 1.042652 loss_giou_aux: 1.357016 loss_mask_aux: 2.420732 loss_dice_aux: 2.429664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.549444 loss: 25.191906 eta: 5:23:26 batch_cost: 1.3213 data_cost: 0.0014 ips: 6.0547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:08:37] ppdet.engine.callbacks INFO: Epoch: [119] [230/264] learning_rate: 0.000100 loss_class: 1.852459 loss_bbox: 0.155836 loss_giou: 0.196259 loss_mask: 0.434332 loss_dice: 0.393331 loss_class_aux: 11.771769 loss_bbox_aux: 0.995350 loss_giou_aux: 1.226104 loss_mask_aux: 2.506179 loss_dice_aux: 2.381108 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.143859 eta: 5:23:19 batch_cost: 1.2697 data_cost: 0.0013 ips: 6.3007 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:08:51] ppdet.engine.callbacks INFO: Epoch: [119] [240/264] learning_rate: 0.000100 loss_class: 2.116172 loss_bbox: 0.135539 loss_giou: 0.210472 loss_mask: 0.458699 loss_dice: 0.407556 loss_class_aux: 13.124275 loss_bbox_aux: 0.978503 loss_giou_aux: 1.382786 loss_mask_aux: 2.784905 loss_dice_aux: 2.456702 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.498033 eta: 5:23:13 batch_cost: 1.3553 data_cost: 0.0013 ips: 5.9029 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:09:05] ppdet.engine.callbacks INFO: Epoch: [119] [250/264] learning_rate: 0.000100 loss_class: 2.271512 loss_bbox: 0.155552 loss_giou: 0.201457 loss_mask: 0.457468 loss_dice: 0.415681 loss_class_aux: 14.489170 loss_bbox_aux: 1.006499 loss_giou_aux: 1.307184 loss_mask_aux: 2.663827 loss_dice_aux: 2.543857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.469895 loss: 26.906119 eta: 5:23:06 batch_cost: 1.3615 data_cost: 0.0013 ips: 5.8761 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:09:18] ppdet.engine.callbacks INFO: Epoch: [119] [260/264] learning_rate: 0.000100 loss_class: 2.264384 loss_bbox: 0.139073 loss_giou: 0.197393 loss_mask: 0.346045 loss_dice: 0.395832 loss_class_aux: 14.182874 loss_bbox_aux: 0.936299 loss_giou_aux: 1.307037 loss_mask_aux: 2.140190 loss_dice_aux: 2.378782 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.619515 loss: 26.272470 eta: 5:23:00 batch_cost: 1.2785 data_cost: 0.0013 ips: 6.2575 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:10:02] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/119
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 04:10:07] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/119/inference/inference.yml
[05/14 04:10:07] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 04:10:07] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/119/inference
[05/14 04:10:12] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 04:10:28] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 04:10:44] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 04:10:50] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 04:10:50] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.68s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.719
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.622
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.397
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.730
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.764
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764
[05/14 04:10:52] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.924174217937533
[05/14 04:10:52] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 04:10:52] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/119
[05/14 04:10:52] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 04:10:52] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 04:10:55] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 04:11:00] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 04:11:00] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 04:11:01] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 04:11:21] ppdet.engine.callbacks INFO: Epoch: [120] [  0/264] learning_rate: 0.000100 loss_class: 2.057273 loss_bbox: 0.136635 loss_giou: 0.175751 loss_mask: 0.392379 loss_dice: 0.379225 loss_class_aux: 12.830931 loss_bbox_aux: 0.908057 loss_giou_aux: 1.191651 loss_mask_aux: 2.394153 loss_dice_aux: 2.271867 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.640038 loss: 25.065303 eta: 5:23:08 batch_cost: 2.9879 data_cost: 1.6365 ips: 2.6775 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:11:37] ppdet.engine.callbacks INFO: Epoch: [120] [ 10/264] learning_rate: 0.000100 loss_class: 2.124478 loss_bbox: 0.159779 loss_giou: 0.212721 loss_mask: 0.492016 loss_dice: 0.426094 loss_class_aux: 13.981393 loss_bbox_aux: 1.070736 loss_giou_aux: 1.437785 loss_mask_aux: 2.888103 loss_dice_aux: 2.536754 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.328657 eta: 5:23:03 batch_cost: 1.5188 data_cost: 0.0036 ips: 5.2675 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:11:51] ppdet.engine.callbacks INFO: Epoch: [120] [ 20/264] learning_rate: 0.000100 loss_class: 1.938016 loss_bbox: 0.125101 loss_giou: 0.202348 loss_mask: 0.286394 loss_dice: 0.369775 loss_class_aux: 12.475885 loss_bbox_aux: 0.805103 loss_giou_aux: 1.292985 loss_mask_aux: 1.723523 loss_dice_aux: 2.287853 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.837904 eta: 5:22:57 batch_cost: 1.3728 data_cost: 0.0015 ips: 5.8275 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:12:04] ppdet.engine.callbacks INFO: Epoch: [120] [ 30/264] learning_rate: 0.000100 loss_class: 1.909507 loss_bbox: 0.165458 loss_giou: 0.193196 loss_mask: 0.430685 loss_dice: 0.381754 loss_class_aux: 12.345440 loss_bbox_aux: 1.055648 loss_giou_aux: 1.240770 loss_mask_aux: 2.612458 loss_dice_aux: 2.382408 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.811993 eta: 5:22:50 batch_cost: 1.3079 data_cost: 0.0017 ips: 6.1167 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:12:18] ppdet.engine.callbacks INFO: Epoch: [120] [ 40/264] learning_rate: 0.000100 loss_class: 1.895974 loss_bbox: 0.137776 loss_giou: 0.208162 loss_mask: 0.348213 loss_dice: 0.420898 loss_class_aux: 12.168487 loss_bbox_aux: 0.930830 loss_giou_aux: 1.367444 loss_mask_aux: 2.122721 loss_dice_aux: 2.538433 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.847447 eta: 5:22:44 batch_cost: 1.3881 data_cost: 0.0016 ips: 5.7635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:12:32] ppdet.engine.callbacks INFO: Epoch: [120] [ 50/264] learning_rate: 0.000100 loss_class: 1.812507 loss_bbox: 0.146011 loss_giou: 0.210454 loss_mask: 0.372796 loss_dice: 0.406654 loss_class_aux: 11.809328 loss_bbox_aux: 0.976273 loss_giou_aux: 1.369269 loss_mask_aux: 2.292844 loss_dice_aux: 2.495613 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546887 loss: 22.892332 eta: 5:22:38 batch_cost: 1.3438 data_cost: 0.0015 ips: 5.9534 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:12:46] ppdet.engine.callbacks INFO: Epoch: [120] [ 60/264] learning_rate: 0.000100 loss_class: 1.938099 loss_bbox: 0.171873 loss_giou: 0.223384 loss_mask: 0.394314 loss_dice: 0.371184 loss_class_aux: 12.323484 loss_bbox_aux: 1.164261 loss_giou_aux: 1.430839 loss_mask_aux: 2.350677 loss_dice_aux: 2.320709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.998248 eta: 5:22:32 batch_cost: 1.3461 data_cost: 0.0016 ips: 5.9431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:12:58] ppdet.engine.callbacks INFO: Epoch: [120] [ 70/264] learning_rate: 0.000100 loss_class: 2.050862 loss_bbox: 0.150361 loss_giou: 0.215635 loss_mask: 0.419148 loss_dice: 0.387011 loss_class_aux: 12.917267 loss_bbox_aux: 1.048813 loss_giou_aux: 1.403740 loss_mask_aux: 2.778333 loss_dice_aux: 2.451725 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.845128 eta: 5:22:24 batch_cost: 1.1818 data_cost: 0.0016 ips: 6.7695 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:13:12] ppdet.engine.callbacks INFO: Epoch: [120] [ 80/264] learning_rate: 0.000100 loss_class: 2.403833 loss_bbox: 0.193243 loss_giou: 0.227620 loss_mask: 0.548855 loss_dice: 0.471045 loss_class_aux: 15.404263 loss_bbox_aux: 1.242086 loss_giou_aux: 1.448038 loss_mask_aux: 3.357797 loss_dice_aux: 2.828094 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.523138 loss: 28.684853 eta: 5:22:18 batch_cost: 1.3761 data_cost: 0.0014 ips: 5.8135 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:13:26] ppdet.engine.callbacks INFO: Epoch: [120] [ 90/264] learning_rate: 0.000100 loss_class: 1.965293 loss_bbox: 0.159562 loss_giou: 0.200323 loss_mask: 0.385091 loss_dice: 0.378226 loss_class_aux: 12.691996 loss_bbox_aux: 1.014487 loss_giou_aux: 1.312774 loss_mask_aux: 2.351305 loss_dice_aux: 2.323006 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.107417 eta: 5:22:12 batch_cost: 1.3884 data_cost: 0.0014 ips: 5.7621 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:13:40] ppdet.engine.callbacks INFO: Epoch: [120] [100/264] learning_rate: 0.000100 loss_class: 1.945526 loss_bbox: 0.160568 loss_giou: 0.208656 loss_mask: 0.449696 loss_dice: 0.391459 loss_class_aux: 11.957355 loss_bbox_aux: 1.065099 loss_giou_aux: 1.301859 loss_mask_aux: 2.764812 loss_dice_aux: 2.335197 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.677367 eta: 5:22:05 batch_cost: 1.3468 data_cost: 0.0014 ips: 5.9401 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:13:53] ppdet.engine.callbacks INFO: Epoch: [120] [110/264] learning_rate: 0.000100 loss_class: 1.948733 loss_bbox: 0.138898 loss_giou: 0.205200 loss_mask: 0.422370 loss_dice: 0.403017 loss_class_aux: 12.398916 loss_bbox_aux: 1.000035 loss_giou_aux: 1.314578 loss_mask_aux: 2.553505 loss_dice_aux: 2.469284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.621156 eta: 5:21:59 batch_cost: 1.3446 data_cost: 0.0014 ips: 5.9497 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:14:07] ppdet.engine.callbacks INFO: Epoch: [120] [120/264] learning_rate: 0.000100 loss_class: 2.061832 loss_bbox: 0.170546 loss_giou: 0.229491 loss_mask: 0.440189 loss_dice: 0.428979 loss_class_aux: 12.772490 loss_bbox_aux: 1.163168 loss_giou_aux: 1.460724 loss_mask_aux: 2.733560 loss_dice_aux: 2.615902 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.654963 eta: 5:21:53 batch_cost: 1.3637 data_cost: 0.0014 ips: 5.8664 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:14:21] ppdet.engine.callbacks INFO: Epoch: [120] [130/264] learning_rate: 0.000100 loss_class: 1.802123 loss_bbox: 0.129315 loss_giou: 0.211816 loss_mask: 0.327965 loss_dice: 0.411086 loss_class_aux: 12.050922 loss_bbox_aux: 0.836737 loss_giou_aux: 1.379994 loss_mask_aux: 2.035075 loss_dice_aux: 2.491174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.477761 eta: 5:21:46 batch_cost: 1.3295 data_cost: 0.0014 ips: 6.0171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:14:29] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:14:29] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:14:34] ppdet.engine.callbacks INFO: Epoch: [120] [140/264] learning_rate: 0.000100 loss_class: 1.944837 loss_bbox: 0.163800 loss_giou: 0.222088 loss_mask: 0.476574 loss_dice: 0.459465 loss_class_aux: 12.615041 loss_bbox_aux: 1.097807 loss_giou_aux: 1.413808 loss_mask_aux: 2.956197 loss_dice_aux: 2.759311 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.841273 loss: 25.142587 eta: 5:21:40 batch_cost: 1.3001 data_cost: 0.0014 ips: 6.1534 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:14:48] ppdet.engine.callbacks INFO: Epoch: [120] [150/264] learning_rate: 0.000100 loss_class: 1.835424 loss_bbox: 0.147706 loss_giou: 0.196738 loss_mask: 0.409255 loss_dice: 0.426955 loss_class_aux: 12.206048 loss_bbox_aux: 0.996615 loss_giou_aux: 1.276776 loss_mask_aux: 2.501854 loss_dice_aux: 2.624484 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.237589 eta: 5:21:33 batch_cost: 1.3600 data_cost: 0.0014 ips: 5.8824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:15:01] ppdet.engine.callbacks INFO: Epoch: [120] [160/264] learning_rate: 0.000100 loss_class: 1.898060 loss_bbox: 0.142358 loss_giou: 0.209294 loss_mask: 0.390499 loss_dice: 0.397497 loss_class_aux: 12.428358 loss_bbox_aux: 0.930418 loss_giou_aux: 1.360620 loss_mask_aux: 2.219390 loss_dice_aux: 2.374564 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.443541 eta: 5:21:27 batch_cost: 1.3330 data_cost: 0.0015 ips: 6.0017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:15:15] ppdet.engine.callbacks INFO: Epoch: [120] [170/264] learning_rate: 0.000100 loss_class: 2.032667 loss_bbox: 0.154252 loss_giou: 0.227897 loss_mask: 0.402750 loss_dice: 0.402728 loss_class_aux: 12.761185 loss_bbox_aux: 1.012804 loss_giou_aux: 1.432594 loss_mask_aux: 2.359486 loss_dice_aux: 2.547405 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.318737 eta: 5:21:21 batch_cost: 1.3668 data_cost: 0.0014 ips: 5.8529 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:15:29] ppdet.engine.callbacks INFO: Epoch: [120] [180/264] learning_rate: 0.000100 loss_class: 1.912442 loss_bbox: 0.146141 loss_giou: 0.184400 loss_mask: 0.398469 loss_dice: 0.395044 loss_class_aux: 12.700644 loss_bbox_aux: 0.963351 loss_giou_aux: 1.240403 loss_mask_aux: 2.485024 loss_dice_aux: 2.525724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.532413 loss: 23.901907 eta: 5:21:14 batch_cost: 1.3118 data_cost: 0.0015 ips: 6.0985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:15:43] ppdet.engine.callbacks INFO: Epoch: [120] [190/264] learning_rate: 0.000100 loss_class: 2.086048 loss_bbox: 0.156481 loss_giou: 0.197386 loss_mask: 0.442803 loss_dice: 0.419050 loss_class_aux: 13.064491 loss_bbox_aux: 1.122489 loss_giou_aux: 1.259592 loss_mask_aux: 2.837697 loss_dice_aux: 2.588678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.056248 eta: 5:21:08 batch_cost: 1.3639 data_cost: 0.0015 ips: 5.8655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:15:56] ppdet.engine.callbacks INFO: Epoch: [120] [200/264] learning_rate: 0.000100 loss_class: 2.021944 loss_bbox: 0.178067 loss_giou: 0.205786 loss_mask: 0.487458 loss_dice: 0.446237 loss_class_aux: 12.673019 loss_bbox_aux: 1.214597 loss_giou_aux: 1.373463 loss_mask_aux: 2.950615 loss_dice_aux: 2.760045 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.244262 eta: 5:21:01 batch_cost: 1.3400 data_cost: 0.0014 ips: 5.9699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:16:10] ppdet.engine.callbacks INFO: Epoch: [120] [210/264] learning_rate: 0.000100 loss_class: 1.863066 loss_bbox: 0.138449 loss_giou: 0.201448 loss_mask: 0.361863 loss_dice: 0.358726 loss_class_aux: 11.814289 loss_bbox_aux: 0.974354 loss_giou_aux: 1.277459 loss_mask_aux: 2.215333 loss_dice_aux: 2.194859 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.264119 eta: 5:20:55 batch_cost: 1.3733 data_cost: 0.0015 ips: 5.8254 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:16:24] ppdet.engine.callbacks INFO: Epoch: [120] [220/264] learning_rate: 0.000100 loss_class: 2.375230 loss_bbox: 0.189473 loss_giou: 0.244099 loss_mask: 0.457431 loss_dice: 0.456669 loss_class_aux: 15.125615 loss_bbox_aux: 1.222966 loss_giou_aux: 1.587519 loss_mask_aux: 2.854866 loss_dice_aux: 2.849577 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.514628 loss: 29.639744 eta: 5:20:48 batch_cost: 1.3171 data_cost: 0.0015 ips: 6.0739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:16:37] ppdet.engine.callbacks INFO: Epoch: [120] [230/264] learning_rate: 0.000100 loss_class: 2.170182 loss_bbox: 0.149622 loss_giou: 0.214116 loss_mask: 0.429600 loss_dice: 0.395733 loss_class_aux: 13.389584 loss_bbox_aux: 1.015161 loss_giou_aux: 1.377087 loss_mask_aux: 2.580843 loss_dice_aux: 2.443149 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.545484 eta: 5:20:42 batch_cost: 1.3464 data_cost: 0.0013 ips: 5.9419 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:16:51] ppdet.engine.callbacks INFO: Epoch: [120] [240/264] learning_rate: 0.000100 loss_class: 1.934326 loss_bbox: 0.157588 loss_giou: 0.215516 loss_mask: 0.408393 loss_dice: 0.395199 loss_class_aux: 12.178241 loss_bbox_aux: 1.074558 loss_giou_aux: 1.366458 loss_mask_aux: 2.484534 loss_dice_aux: 2.388614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.108649 loss: 23.608226 eta: 5:20:35 batch_cost: 1.3077 data_cost: 0.0013 ips: 6.1175 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:17:03] ppdet.engine.callbacks INFO: Epoch: [120] [250/264] learning_rate: 0.000100 loss_class: 1.805164 loss_bbox: 0.148703 loss_giou: 0.193516 loss_mask: 0.425170 loss_dice: 0.406005 loss_class_aux: 11.982759 loss_bbox_aux: 1.005135 loss_giou_aux: 1.259711 loss_mask_aux: 2.625607 loss_dice_aux: 2.486846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.371449 eta: 5:20:28 batch_cost: 1.2233 data_cost: 0.0013 ips: 6.5398 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:17:15] ppdet.engine.callbacks INFO: Epoch: [120] [260/264] learning_rate: 0.000100 loss_class: 2.317472 loss_bbox: 0.138589 loss_giou: 0.224098 loss_mask: 0.371007 loss_dice: 0.419422 loss_class_aux: 15.018816 loss_bbox_aux: 0.973108 loss_giou_aux: 1.456740 loss_mask_aux: 2.211791 loss_dice_aux: 2.627865 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.944465 loss: 27.651166 eta: 5:20:20 batch_cost: 1.1719 data_cost: 0.0014 ips: 6.8267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:18:11] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:18:11] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:18:16] ppdet.engine.callbacks INFO: Epoch: [121] [  0/264] learning_rate: 0.000100 loss_class: 2.058779 loss_bbox: 0.118488 loss_giou: 0.193580 loss_mask: 0.310249 loss_dice: 0.335216 loss_class_aux: 13.428741 loss_bbox_aux: 0.822057 loss_giou_aux: 1.262683 loss_mask_aux: 1.838582 loss_dice_aux: 2.077709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.944465 loss: 25.837138 eta: 5:20:28 batch_cost: 2.9103 data_cost: 1.5433 ips: 2.7489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:18:32] ppdet.engine.callbacks INFO: Epoch: [121] [ 10/264] learning_rate: 0.000100 loss_class: 1.953856 loss_bbox: 0.135696 loss_giou: 0.187126 loss_mask: 0.381449 loss_dice: 0.371142 loss_class_aux: 12.391905 loss_bbox_aux: 0.913680 loss_giou_aux: 1.244835 loss_mask_aux: 2.338551 loss_dice_aux: 2.303295 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.137303 eta: 5:20:23 batch_cost: 1.6009 data_cost: 0.0071 ips: 4.9973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:18:46] ppdet.engine.callbacks INFO: Epoch: [121] [ 20/264] learning_rate: 0.000100 loss_class: 1.991173 loss_bbox: 0.154175 loss_giou: 0.217822 loss_mask: 0.407126 loss_dice: 0.417480 loss_class_aux: 12.432078 loss_bbox_aux: 1.008938 loss_giou_aux: 1.368509 loss_mask_aux: 2.560504 loss_dice_aux: 2.561719 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.464134 eta: 5:20:17 batch_cost: 1.3755 data_cost: 0.0015 ips: 5.8162 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:18:59] ppdet.engine.callbacks INFO: Epoch: [121] [ 30/264] learning_rate: 0.000100 loss_class: 2.257034 loss_bbox: 0.168863 loss_giou: 0.219813 loss_mask: 0.452928 loss_dice: 0.436889 loss_class_aux: 14.205473 loss_bbox_aux: 1.143800 loss_giou_aux: 1.382850 loss_mask_aux: 2.898641 loss_dice_aux: 2.682797 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.154293 eta: 5:20:10 batch_cost: 1.3159 data_cost: 0.0015 ips: 6.0795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:19:13] ppdet.engine.callbacks INFO: Epoch: [121] [ 40/264] learning_rate: 0.000100 loss_class: 2.093438 loss_bbox: 0.201355 loss_giou: 0.212879 loss_mask: 0.525856 loss_dice: 0.427357 loss_class_aux: 13.417069 loss_bbox_aux: 1.357560 loss_giou_aux: 1.384456 loss_mask_aux: 3.191714 loss_dice_aux: 2.594051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.679165 eta: 5:20:04 batch_cost: 1.3762 data_cost: 0.0014 ips: 5.8133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:19:28] ppdet.engine.callbacks INFO: Epoch: [121] [ 50/264] learning_rate: 0.000100 loss_class: 2.026536 loss_bbox: 0.155500 loss_giou: 0.199757 loss_mask: 0.455444 loss_dice: 0.445819 loss_class_aux: 13.448593 loss_bbox_aux: 1.071563 loss_giou_aux: 1.304529 loss_mask_aux: 2.621019 loss_dice_aux: 2.650733 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.797073 loss: 25.351203 eta: 5:19:58 batch_cost: 1.3796 data_cost: 0.0014 ips: 5.7986 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:19:41] ppdet.engine.callbacks INFO: Epoch: [121] [ 60/264] learning_rate: 0.000100 loss_class: 2.041397 loss_bbox: 0.162166 loss_giou: 0.225164 loss_mask: 0.430553 loss_dice: 0.420882 loss_class_aux: 13.125203 loss_bbox_aux: 1.108901 loss_giou_aux: 1.458115 loss_mask_aux: 2.760497 loss_dice_aux: 2.538715 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.923919 eta: 5:19:51 batch_cost: 1.3564 data_cost: 0.0015 ips: 5.8978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:19:55] ppdet.engine.callbacks INFO: Epoch: [121] [ 70/264] learning_rate: 0.000100 loss_class: 2.337301 loss_bbox: 0.166955 loss_giou: 0.219093 loss_mask: 0.418147 loss_dice: 0.425627 loss_class_aux: 14.847033 loss_bbox_aux: 1.113946 loss_giou_aux: 1.446815 loss_mask_aux: 2.607793 loss_dice_aux: 2.585750 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.412147 eta: 5:19:45 batch_cost: 1.3642 data_cost: 0.0016 ips: 5.8641 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:20:09] ppdet.engine.callbacks INFO: Epoch: [121] [ 80/264] learning_rate: 0.000100 loss_class: 2.072031 loss_bbox: 0.137853 loss_giou: 0.213852 loss_mask: 0.329386 loss_dice: 0.398611 loss_class_aux: 13.349864 loss_bbox_aux: 0.889414 loss_giou_aux: 1.357529 loss_mask_aux: 2.034530 loss_dice_aux: 2.406424 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.533073 eta: 5:19:39 batch_cost: 1.3524 data_cost: 0.0015 ips: 5.9153 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:20:23] ppdet.engine.callbacks INFO: Epoch: [121] [ 90/264] learning_rate: 0.000100 loss_class: 2.019952 loss_bbox: 0.179072 loss_giou: 0.213433 loss_mask: 0.470820 loss_dice: 0.421526 loss_class_aux: 12.936252 loss_bbox_aux: 1.159819 loss_giou_aux: 1.368599 loss_mask_aux: 2.879885 loss_dice_aux: 2.551615 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.264255 eta: 5:19:32 batch_cost: 1.3259 data_cost: 0.0015 ips: 6.0338 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:20:34] ppdet.engine.callbacks INFO: Epoch: [121] [100/264] learning_rate: 0.000100 loss_class: 1.947944 loss_bbox: 0.154795 loss_giou: 0.204320 loss_mask: 0.379153 loss_dice: 0.397046 loss_class_aux: 12.273381 loss_bbox_aux: 1.046274 loss_giou_aux: 1.343312 loss_mask_aux: 2.296862 loss_dice_aux: 2.428833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.700019 loss: 23.084041 eta: 5:19:24 batch_cost: 1.1412 data_cost: 0.0016 ips: 7.0100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:20:47] ppdet.engine.callbacks INFO: Epoch: [121] [110/264] learning_rate: 0.000100 loss_class: 1.746435 loss_bbox: 0.125832 loss_giou: 0.212050 loss_mask: 0.342089 loss_dice: 0.382041 loss_class_aux: 11.059567 loss_bbox_aux: 0.853666 loss_giou_aux: 1.368504 loss_mask_aux: 2.146922 loss_dice_aux: 2.365265 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.616975 loss: 21.820459 eta: 5:19:17 batch_cost: 1.2757 data_cost: 0.0016 ips: 6.2713 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:21:01] ppdet.engine.callbacks INFO: Epoch: [121] [120/264] learning_rate: 0.000100 loss_class: 1.774122 loss_bbox: 0.156735 loss_giou: 0.171834 loss_mask: 0.388012 loss_dice: 0.335421 loss_class_aux: 11.419899 loss_bbox_aux: 1.071836 loss_giou_aux: 1.150131 loss_mask_aux: 2.363473 loss_dice_aux: 2.026261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.737180 eta: 5:19:11 batch_cost: 1.3686 data_cost: 0.0015 ips: 5.8454 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:21:15] ppdet.engine.callbacks INFO: Epoch: [121] [130/264] learning_rate: 0.000100 loss_class: 1.926798 loss_bbox: 0.146168 loss_giou: 0.216751 loss_mask: 0.407864 loss_dice: 0.377877 loss_class_aux: 12.340268 loss_bbox_aux: 0.981309 loss_giou_aux: 1.421182 loss_mask_aux: 2.422236 loss_dice_aux: 2.320487 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.760887 eta: 5:19:04 batch_cost: 1.3632 data_cost: 0.0014 ips: 5.8687 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:21:29] ppdet.engine.callbacks INFO: Epoch: [121] [140/264] learning_rate: 0.000100 loss_class: 2.104733 loss_bbox: 0.161676 loss_giou: 0.206215 loss_mask: 0.407052 loss_dice: 0.378788 loss_class_aux: 12.986658 loss_bbox_aux: 1.045632 loss_giou_aux: 1.309659 loss_mask_aux: 2.531577 loss_dice_aux: 2.312619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.820949 loss: 24.850112 eta: 5:18:58 batch_cost: 1.3372 data_cost: 0.0014 ips: 5.9829 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:21:42] ppdet.engine.callbacks INFO: Epoch: [121] [150/264] learning_rate: 0.000100 loss_class: 1.808752 loss_bbox: 0.129838 loss_giou: 0.198118 loss_mask: 0.309499 loss_dice: 0.358627 loss_class_aux: 11.317404 loss_bbox_aux: 0.898456 loss_giou_aux: 1.248985 loss_mask_aux: 1.868784 loss_dice_aux: 2.143281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.534840 eta: 5:18:51 batch_cost: 1.3548 data_cost: 0.0014 ips: 5.9050 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:21:56] ppdet.engine.callbacks INFO: Epoch: [121] [160/264] learning_rate: 0.000100 loss_class: 2.215117 loss_bbox: 0.168576 loss_giou: 0.235407 loss_mask: 0.437585 loss_dice: 0.445656 loss_class_aux: 14.188888 loss_bbox_aux: 1.085161 loss_giou_aux: 1.529003 loss_mask_aux: 2.650088 loss_dice_aux: 2.702810 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.492947 loss: 26.873585 eta: 5:18:45 batch_cost: 1.3664 data_cost: 0.0015 ips: 5.8547 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:22:10] ppdet.engine.callbacks INFO: Epoch: [121] [170/264] learning_rate: 0.000100 loss_class: 1.849106 loss_bbox: 0.155024 loss_giou: 0.208041 loss_mask: 0.430066 loss_dice: 0.424860 loss_class_aux: 11.937680 loss_bbox_aux: 1.022428 loss_giou_aux: 1.328379 loss_mask_aux: 2.540240 loss_dice_aux: 2.505268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.982139 eta: 5:18:38 batch_cost: 1.3349 data_cost: 0.0017 ips: 5.9931 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:22:24] ppdet.engine.callbacks INFO: Epoch: [121] [180/264] learning_rate: 0.000100 loss_class: 2.029719 loss_bbox: 0.172266 loss_giou: 0.207998 loss_mask: 0.423807 loss_dice: 0.413034 loss_class_aux: 12.935589 loss_bbox_aux: 1.165666 loss_giou_aux: 1.353387 loss_mask_aux: 2.577482 loss_dice_aux: 2.487170 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.199583 eta: 5:18:32 batch_cost: 1.3834 data_cost: 0.0014 ips: 5.7828 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:22:38] ppdet.engine.callbacks INFO: Epoch: [121] [190/264] learning_rate: 0.000100 loss_class: 2.111490 loss_bbox: 0.172643 loss_giou: 0.195604 loss_mask: 0.420819 loss_dice: 0.398948 loss_class_aux: 13.713413 loss_bbox_aux: 1.188193 loss_giou_aux: 1.328430 loss_mask_aux: 2.651127 loss_dice_aux: 2.459777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.435430 eta: 5:18:26 batch_cost: 1.3348 data_cost: 0.0014 ips: 5.9934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:22:52] ppdet.engine.callbacks INFO: Epoch: [121] [200/264] learning_rate: 0.000100 loss_class: 1.708065 loss_bbox: 0.128262 loss_giou: 0.194797 loss_mask: 0.391419 loss_dice: 0.389979 loss_class_aux: 11.098154 loss_bbox_aux: 0.869975 loss_giou_aux: 1.286294 loss_mask_aux: 2.369375 loss_dice_aux: 2.370241 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.935212 loss: 21.748261 eta: 5:18:19 batch_cost: 1.3787 data_cost: 0.0014 ips: 5.8026 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:23:05] ppdet.engine.callbacks INFO: Epoch: [121] [210/264] learning_rate: 0.000100 loss_class: 2.029859 loss_bbox: 0.164021 loss_giou: 0.194959 loss_mask: 0.492723 loss_dice: 0.383096 loss_class_aux: 13.375466 loss_bbox_aux: 1.041621 loss_giou_aux: 1.240354 loss_mask_aux: 2.948998 loss_dice_aux: 2.332753 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.814518 eta: 5:18:13 batch_cost: 1.3486 data_cost: 0.0014 ips: 5.9320 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:23:19] ppdet.engine.callbacks INFO: Epoch: [121] [220/264] learning_rate: 0.000100 loss_class: 1.951689 loss_bbox: 0.153248 loss_giou: 0.220301 loss_mask: 0.391788 loss_dice: 0.431009 loss_class_aux: 12.861869 loss_bbox_aux: 0.996910 loss_giou_aux: 1.418449 loss_mask_aux: 2.284067 loss_dice_aux: 2.661885 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.150284 eta: 5:18:06 batch_cost: 1.3389 data_cost: 0.0015 ips: 5.9749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:23:33] ppdet.engine.callbacks INFO: Epoch: [121] [230/264] learning_rate: 0.000100 loss_class: 2.092584 loss_bbox: 0.147051 loss_giou: 0.200573 loss_mask: 0.436652 loss_dice: 0.396129 loss_class_aux: 13.264309 loss_bbox_aux: 0.967314 loss_giou_aux: 1.288759 loss_mask_aux: 2.594572 loss_dice_aux: 2.420027 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.628075 eta: 5:18:00 batch_cost: 1.3719 data_cost: 0.0014 ips: 5.8314 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:23:47] ppdet.engine.callbacks INFO: Epoch: [121] [240/264] learning_rate: 0.000100 loss_class: 1.968954 loss_bbox: 0.143910 loss_giou: 0.211050 loss_mask: 0.323574 loss_dice: 0.410028 loss_class_aux: 12.400810 loss_bbox_aux: 0.961734 loss_giou_aux: 1.334690 loss_mask_aux: 2.017647 loss_dice_aux: 2.430472 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.080072 eta: 5:17:53 batch_cost: 1.3818 data_cost: 0.0013 ips: 5.7893 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:24:01] ppdet.engine.callbacks INFO: Epoch: [121] [250/264] learning_rate: 0.000100 loss_class: 1.852433 loss_bbox: 0.149028 loss_giou: 0.216764 loss_mask: 0.369955 loss_dice: 0.420594 loss_class_aux: 12.056643 loss_bbox_aux: 0.956604 loss_giou_aux: 1.416742 loss_mask_aux: 2.142863 loss_dice_aux: 2.557585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.724489 eta: 5:17:47 batch_cost: 1.3537 data_cost: 0.0013 ips: 5.9098 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:24:15] ppdet.engine.callbacks INFO: Epoch: [121] [260/264] learning_rate: 0.000100 loss_class: 2.117679 loss_bbox: 0.171475 loss_giou: 0.223645 loss_mask: 0.488564 loss_dice: 0.435046 loss_class_aux: 13.665445 loss_bbox_aux: 1.171434 loss_giou_aux: 1.431070 loss_mask_aux: 2.940463 loss_dice_aux: 2.621184 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.296414 eta: 5:17:40 batch_cost: 1.3543 data_cost: 0.0014 ips: 5.9073 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:25:10] ppdet.engine.callbacks INFO: Epoch: [122] [  0/264] learning_rate: 0.000100 loss_class: 2.117679 loss_bbox: 0.185417 loss_giou: 0.211780 loss_mask: 0.515320 loss_dice: 0.443192 loss_class_aux: 13.665445 loss_bbox_aux: 1.200470 loss_giou_aux: 1.327632 loss_mask_aux: 3.091833 loss_dice_aux: 2.678229 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.296414 eta: 5:17:45 batch_cost: 2.4314 data_cost: 0.9956 ips: 3.2903 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:25:28] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:25:28] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:25:29] ppdet.engine.callbacks INFO: Epoch: [122] [ 10/264] learning_rate: 0.000100 loss_class: 2.016092 loss_bbox: 0.137696 loss_giou: 0.193832 loss_mask: 0.345936 loss_dice: 0.389938 loss_class_aux: 12.945633 loss_bbox_aux: 0.957200 loss_giou_aux: 1.299000 loss_mask_aux: 2.140579 loss_dice_aux: 2.451937 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.467148 loss: 24.470350 eta: 5:17:41 batch_cost: 1.8276 data_cost: 0.2233 ips: 4.3774 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:25:43] ppdet.engine.callbacks INFO: Epoch: [122] [ 20/264] learning_rate: 0.000100 loss_class: 1.983761 loss_bbox: 0.171801 loss_giou: 0.224956 loss_mask: 0.484884 loss_dice: 0.401294 loss_class_aux: 12.915407 loss_bbox_aux: 1.142472 loss_giou_aux: 1.458071 loss_mask_aux: 2.911493 loss_dice_aux: 2.514128 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.515178 loss: 25.285334 eta: 5:17:35 batch_cost: 1.3460 data_cost: 0.0016 ips: 5.9434 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:25:56] ppdet.engine.callbacks INFO: Epoch: [122] [ 30/264] learning_rate: 0.000100 loss_class: 1.946696 loss_bbox: 0.127983 loss_giou: 0.207584 loss_mask: 0.349542 loss_dice: 0.403992 loss_class_aux: 12.584072 loss_bbox_aux: 0.848648 loss_giou_aux: 1.363742 loss_mask_aux: 2.139032 loss_dice_aux: 2.435798 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.562260 eta: 5:17:28 batch_cost: 1.3462 data_cost: 0.0015 ips: 5.9427 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:26:10] ppdet.engine.callbacks INFO: Epoch: [122] [ 40/264] learning_rate: 0.000100 loss_class: 2.041093 loss_bbox: 0.161218 loss_giou: 0.224230 loss_mask: 0.426445 loss_dice: 0.400872 loss_class_aux: 12.906569 loss_bbox_aux: 1.066769 loss_giou_aux: 1.411128 loss_mask_aux: 2.568271 loss_dice_aux: 2.388506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.684640 eta: 5:17:22 batch_cost: 1.3690 data_cost: 0.0015 ips: 5.8435 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:26:24] ppdet.engine.callbacks INFO: Epoch: [122] [ 50/264] learning_rate: 0.000100 loss_class: 2.022758 loss_bbox: 0.166446 loss_giou: 0.204373 loss_mask: 0.549362 loss_dice: 0.401056 loss_class_aux: 13.098154 loss_bbox_aux: 1.122510 loss_giou_aux: 1.315341 loss_mask_aux: 3.349623 loss_dice_aux: 2.545189 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.916075 eta: 5:17:15 batch_cost: 1.3533 data_cost: 0.0016 ips: 5.9113 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:26:38] ppdet.engine.callbacks INFO: Epoch: [122] [ 60/264] learning_rate: 0.000100 loss_class: 1.901974 loss_bbox: 0.150100 loss_giou: 0.203591 loss_mask: 0.399323 loss_dice: 0.428642 loss_class_aux: 12.419222 loss_bbox_aux: 1.060194 loss_giou_aux: 1.328335 loss_mask_aux: 2.551965 loss_dice_aux: 2.638319 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.636280 loss: 23.967102 eta: 5:17:09 batch_cost: 1.4014 data_cost: 0.0015 ips: 5.7087 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:26:53] ppdet.engine.callbacks INFO: Epoch: [122] [ 70/264] learning_rate: 0.000100 loss_class: 1.782309 loss_bbox: 0.142214 loss_giou: 0.186908 loss_mask: 0.384971 loss_dice: 0.342808 loss_class_aux: 11.698355 loss_bbox_aux: 1.005762 loss_giou_aux: 1.223303 loss_mask_aux: 2.306086 loss_dice_aux: 2.137008 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.174948 eta: 5:17:03 batch_cost: 1.4148 data_cost: 0.0014 ips: 5.6546 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:27:07] ppdet.engine.callbacks INFO: Epoch: [122] [ 80/264] learning_rate: 0.000100 loss_class: 2.362089 loss_bbox: 0.152022 loss_giou: 0.240833 loss_mask: 0.446478 loss_dice: 0.459789 loss_class_aux: 15.067862 loss_bbox_aux: 1.073745 loss_giou_aux: 1.572274 loss_mask_aux: 2.652151 loss_dice_aux: 2.881262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.122306 eta: 5:16:56 batch_cost: 1.3926 data_cost: 0.0015 ips: 5.7447 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:27:21] ppdet.engine.callbacks INFO: Epoch: [122] [ 90/264] learning_rate: 0.000100 loss_class: 2.069981 loss_bbox: 0.204248 loss_giou: 0.261641 loss_mask: 0.540687 loss_dice: 0.496951 loss_class_aux: 13.520142 loss_bbox_aux: 1.227246 loss_giou_aux: 1.651974 loss_mask_aux: 3.179349 loss_dice_aux: 3.010421 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.374993 eta: 5:16:50 batch_cost: 1.3497 data_cost: 0.0014 ips: 5.9272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:27:34] ppdet.engine.callbacks INFO: Epoch: [122] [100/264] learning_rate: 0.000100 loss_class: 2.172231 loss_bbox: 0.166148 loss_giou: 0.211902 loss_mask: 0.396817 loss_dice: 0.413392 loss_class_aux: 13.724176 loss_bbox_aux: 1.081946 loss_giou_aux: 1.365659 loss_mask_aux: 2.463261 loss_dice_aux: 2.527619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.098998 eta: 5:16:43 batch_cost: 1.3310 data_cost: 0.0014 ips: 6.0107 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:27:48] ppdet.engine.callbacks INFO: Epoch: [122] [110/264] learning_rate: 0.000100 loss_class: 2.007567 loss_bbox: 0.152186 loss_giou: 0.217768 loss_mask: 0.367280 loss_dice: 0.437290 loss_class_aux: 12.680444 loss_bbox_aux: 1.090299 loss_giou_aux: 1.378497 loss_mask_aux: 2.338836 loss_dice_aux: 2.686447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.401438 eta: 5:16:37 batch_cost: 1.3678 data_cost: 0.0014 ips: 5.8489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:28:02] ppdet.engine.callbacks INFO: Epoch: [122] [120/264] learning_rate: 0.000100 loss_class: 1.886356 loss_bbox: 0.152055 loss_giou: 0.206968 loss_mask: 0.378045 loss_dice: 0.396888 loss_class_aux: 11.801222 loss_bbox_aux: 1.014723 loss_giou_aux: 1.344196 loss_mask_aux: 2.343362 loss_dice_aux: 2.398079 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.179799 eta: 5:16:30 batch_cost: 1.3933 data_cost: 0.0014 ips: 5.7417 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:28:16] ppdet.engine.callbacks INFO: Epoch: [122] [130/264] learning_rate: 0.000100 loss_class: 2.083343 loss_bbox: 0.171013 loss_giou: 0.223885 loss_mask: 0.442128 loss_dice: 0.404357 loss_class_aux: 13.219238 loss_bbox_aux: 1.120347 loss_giou_aux: 1.443055 loss_mask_aux: 2.710625 loss_dice_aux: 2.483594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.124928 eta: 5:16:23 batch_cost: 1.2900 data_cost: 0.0014 ips: 6.2014 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:28:28] ppdet.engine.callbacks INFO: Epoch: [122] [140/264] learning_rate: 0.000100 loss_class: 1.948403 loss_bbox: 0.148804 loss_giou: 0.215992 loss_mask: 0.430130 loss_dice: 0.413663 loss_class_aux: 12.118721 loss_bbox_aux: 1.042195 loss_giou_aux: 1.321225 loss_mask_aux: 2.648160 loss_dice_aux: 2.559452 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.137864 eta: 5:16:16 batch_cost: 1.2214 data_cost: 0.0019 ips: 6.5500 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:28:42] ppdet.engine.callbacks INFO: Epoch: [122] [150/264] learning_rate: 0.000100 loss_class: 1.975329 loss_bbox: 0.129914 loss_giou: 0.189356 loss_mask: 0.326098 loss_dice: 0.396224 loss_class_aux: 12.563267 loss_bbox_aux: 0.920269 loss_giou_aux: 1.234971 loss_mask_aux: 2.105745 loss_dice_aux: 2.436534 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.437375 loss: 23.237810 eta: 5:16:09 batch_cost: 1.3124 data_cost: 0.0014 ips: 6.0957 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:28:55] ppdet.engine.callbacks INFO: Epoch: [122] [160/264] learning_rate: 0.000100 loss_class: 1.828242 loss_bbox: 0.147205 loss_giou: 0.196002 loss_mask: 0.418812 loss_dice: 0.424433 loss_class_aux: 12.180534 loss_bbox_aux: 1.062722 loss_giou_aux: 1.300928 loss_mask_aux: 2.952153 loss_dice_aux: 2.566923 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.765002 eta: 5:16:02 batch_cost: 1.2957 data_cost: 0.0015 ips: 6.1740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:29:09] ppdet.engine.callbacks INFO: Epoch: [122] [170/264] learning_rate: 0.000100 loss_class: 1.926258 loss_bbox: 0.137916 loss_giou: 0.199058 loss_mask: 0.375937 loss_dice: 0.361992 loss_class_aux: 12.567340 loss_bbox_aux: 0.991082 loss_giou_aux: 1.291535 loss_mask_aux: 2.382231 loss_dice_aux: 2.383971 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.584634 loss: 23.851607 eta: 5:15:56 batch_cost: 1.3591 data_cost: 0.0014 ips: 5.8861 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:29:22] ppdet.engine.callbacks INFO: Epoch: [122] [180/264] learning_rate: 0.000100 loss_class: 2.042031 loss_bbox: 0.150187 loss_giou: 0.193654 loss_mask: 0.397465 loss_dice: 0.412899 loss_class_aux: 13.027903 loss_bbox_aux: 1.119126 loss_giou_aux: 1.245646 loss_mask_aux: 2.387877 loss_dice_aux: 2.583578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.868613 eta: 5:15:49 batch_cost: 1.3327 data_cost: 0.0015 ips: 6.0029 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:29:35] ppdet.engine.callbacks INFO: Epoch: [122] [190/264] learning_rate: 0.000100 loss_class: 1.984586 loss_bbox: 0.134583 loss_giou: 0.201685 loss_mask: 0.372376 loss_dice: 0.397730 loss_class_aux: 12.421924 loss_bbox_aux: 0.922285 loss_giou_aux: 1.298470 loss_mask_aux: 2.311339 loss_dice_aux: 2.442805 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.222252 eta: 5:15:42 batch_cost: 1.2897 data_cost: 0.0015 ips: 6.2030 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:29:49] ppdet.engine.callbacks INFO: Epoch: [122] [200/264] learning_rate: 0.000100 loss_class: 1.853232 loss_bbox: 0.155507 loss_giou: 0.210666 loss_mask: 0.433115 loss_dice: 0.419235 loss_class_aux: 11.903023 loss_bbox_aux: 1.025985 loss_giou_aux: 1.333094 loss_mask_aux: 2.512285 loss_dice_aux: 2.563942 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.047356 eta: 5:15:35 batch_cost: 1.3635 data_cost: 0.0016 ips: 5.8674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:30:03] ppdet.engine.callbacks INFO: Epoch: [122] [210/264] learning_rate: 0.000100 loss_class: 2.086997 loss_bbox: 0.185231 loss_giou: 0.238833 loss_mask: 0.455898 loss_dice: 0.455359 loss_class_aux: 13.857500 loss_bbox_aux: 1.229832 loss_giou_aux: 1.537291 loss_mask_aux: 2.900578 loss_dice_aux: 2.765919 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568663 loss: 24.744726 eta: 5:15:29 batch_cost: 1.3671 data_cost: 0.0015 ips: 5.8519 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:30:17] ppdet.engine.callbacks INFO: Epoch: [122] [220/264] learning_rate: 0.000100 loss_class: 1.898447 loss_bbox: 0.134119 loss_giou: 0.185280 loss_mask: 0.383903 loss_dice: 0.363171 loss_class_aux: 12.188164 loss_bbox_aux: 0.886139 loss_giou_aux: 1.229940 loss_mask_aux: 2.394088 loss_dice_aux: 2.261204 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.873474 loss: 23.017618 eta: 5:15:22 batch_cost: 1.3843 data_cost: 0.0014 ips: 5.7791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:30:31] ppdet.engine.callbacks INFO: Epoch: [122] [230/264] learning_rate: 0.000100 loss_class: 1.922742 loss_bbox: 0.156573 loss_giou: 0.206315 loss_mask: 0.374591 loss_dice: 0.391498 loss_class_aux: 12.524955 loss_bbox_aux: 1.052417 loss_giou_aux: 1.324429 loss_mask_aux: 2.324297 loss_dice_aux: 2.400599 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.151631 eta: 5:15:16 batch_cost: 1.3881 data_cost: 0.0013 ips: 5.7633 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:30:45] ppdet.engine.callbacks INFO: Epoch: [122] [240/264] learning_rate: 0.000100 loss_class: 2.088810 loss_bbox: 0.183689 loss_giou: 0.185641 loss_mask: 0.507952 loss_dice: 0.414633 loss_class_aux: 13.108202 loss_bbox_aux: 1.242066 loss_giou_aux: 1.246330 loss_mask_aux: 3.159396 loss_dice_aux: 2.519591 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.005461 loss: 25.889346 eta: 5:15:09 batch_cost: 1.3094 data_cost: 0.0013 ips: 6.1095 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:30:59] ppdet.engine.callbacks INFO: Epoch: [122] [250/264] learning_rate: 0.000100 loss_class: 2.018520 loss_bbox: 0.165061 loss_giou: 0.210894 loss_mask: 0.513691 loss_dice: 0.421866 loss_class_aux: 12.911450 loss_bbox_aux: 1.088738 loss_giou_aux: 1.289613 loss_mask_aux: 3.155781 loss_dice_aux: 2.566678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.276119 eta: 5:15:02 batch_cost: 1.3745 data_cost: 0.0013 ips: 5.8202 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:31:13] ppdet.engine.callbacks INFO: Epoch: [122] [260/264] learning_rate: 0.000100 loss_class: 1.849713 loss_bbox: 0.138299 loss_giou: 0.207933 loss_mask: 0.303534 loss_dice: 0.405564 loss_class_aux: 11.949930 loss_bbox_aux: 0.978850 loss_giou_aux: 1.346175 loss_mask_aux: 2.078310 loss_dice_aux: 2.513936 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.081007 eta: 5:14:56 batch_cost: 1.3758 data_cost: 0.0013 ips: 5.8150 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:32:11] ppdet.engine.callbacks INFO: Epoch: [123] [  0/264] learning_rate: 0.000100 loss_class: 2.032253 loss_bbox: 0.140001 loss_giou: 0.212577 loss_mask: 0.414544 loss_dice: 0.408593 loss_class_aux: 13.112021 loss_bbox_aux: 0.979977 loss_giou_aux: 1.367351 loss_mask_aux: 2.550546 loss_dice_aux: 2.523747 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.954510 eta: 5:15:02 batch_cost: 2.7443 data_cost: 1.3475 ips: 2.9151 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:32:29] ppdet.engine.callbacks INFO: Epoch: [123] [ 10/264] learning_rate: 0.000100 loss_class: 1.986626 loss_bbox: 0.166813 loss_giou: 0.208526 loss_mask: 0.444118 loss_dice: 0.418940 loss_class_aux: 13.030251 loss_bbox_aux: 1.124749 loss_giou_aux: 1.344428 loss_mask_aux: 2.668616 loss_dice_aux: 2.493455 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.308509 eta: 5:14:57 batch_cost: 1.6977 data_cost: 0.2080 ips: 4.7123 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:32:43] ppdet.engine.callbacks INFO: Epoch: [123] [ 20/264] learning_rate: 0.000100 loss_class: 1.784606 loss_bbox: 0.127397 loss_giou: 0.183613 loss_mask: 0.339452 loss_dice: 0.354757 loss_class_aux: 11.746183 loss_bbox_aux: 0.876415 loss_giou_aux: 1.216586 loss_mask_aux: 2.018540 loss_dice_aux: 2.160271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.038115 eta: 5:14:51 batch_cost: 1.4328 data_cost: 0.0015 ips: 5.5835 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:32:58] ppdet.engine.callbacks INFO: Epoch: [123] [ 30/264] learning_rate: 0.000100 loss_class: 1.830070 loss_bbox: 0.164932 loss_giou: 0.219658 loss_mask: 0.412734 loss_dice: 0.423070 loss_class_aux: 12.169143 loss_bbox_aux: 1.052083 loss_giou_aux: 1.412201 loss_mask_aux: 2.341171 loss_dice_aux: 2.586199 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583974 loss: 23.548210 eta: 5:14:45 batch_cost: 1.4279 data_cost: 0.0015 ips: 5.6026 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:33:11] ppdet.engine.callbacks INFO: Epoch: [123] [ 40/264] learning_rate: 0.000100 loss_class: 1.950552 loss_bbox: 0.151914 loss_giou: 0.230269 loss_mask: 0.386305 loss_dice: 0.433276 loss_class_aux: 12.446683 loss_bbox_aux: 1.076262 loss_giou_aux: 1.496480 loss_mask_aux: 2.394170 loss_dice_aux: 2.600078 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.083180 loss: 24.056061 eta: 5:14:38 batch_cost: 1.3165 data_cost: 0.0015 ips: 6.0769 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:33:26] ppdet.engine.callbacks INFO: Epoch: [123] [ 50/264] learning_rate: 0.000100 loss_class: 1.993825 loss_bbox: 0.173396 loss_giou: 0.211776 loss_mask: 0.494150 loss_dice: 0.421311 loss_class_aux: 12.229330 loss_bbox_aux: 1.146214 loss_giou_aux: 1.388015 loss_mask_aux: 2.997341 loss_dice_aux: 2.580731 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.283321 eta: 5:14:32 batch_cost: 1.4097 data_cost: 0.0015 ips: 5.6748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:33:39] ppdet.engine.callbacks INFO: Epoch: [123] [ 60/264] learning_rate: 0.000100 loss_class: 2.032625 loss_bbox: 0.148758 loss_giou: 0.199846 loss_mask: 0.300593 loss_dice: 0.388406 loss_class_aux: 13.145747 loss_bbox_aux: 0.959628 loss_giou_aux: 1.299782 loss_mask_aux: 1.900670 loss_dice_aux: 2.352139 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.119077 loss: 24.170302 eta: 5:14:25 batch_cost: 1.3623 data_cost: 0.0014 ips: 5.8722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:33:53] ppdet.engine.callbacks INFO: Epoch: [123] [ 70/264] learning_rate: 0.000100 loss_class: 1.983068 loss_bbox: 0.158314 loss_giou: 0.228565 loss_mask: 0.407403 loss_dice: 0.446301 loss_class_aux: 13.252049 loss_bbox_aux: 1.037245 loss_giou_aux: 1.501715 loss_mask_aux: 2.545082 loss_dice_aux: 2.697286 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.107071 eta: 5:14:19 batch_cost: 1.3681 data_cost: 0.0014 ips: 5.8476 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:34:07] ppdet.engine.callbacks INFO: Epoch: [123] [ 80/264] learning_rate: 0.000100 loss_class: 1.833791 loss_bbox: 0.141868 loss_giou: 0.215942 loss_mask: 0.408905 loss_dice: 0.389404 loss_class_aux: 11.623371 loss_bbox_aux: 0.989252 loss_giou_aux: 1.347185 loss_mask_aux: 2.555245 loss_dice_aux: 2.347547 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.560573 loss: 23.380651 eta: 5:14:12 batch_cost: 1.3397 data_cost: 0.0015 ips: 5.9716 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:34:12] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:34:12] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:34:21] ppdet.engine.callbacks INFO: Epoch: [123] [ 90/264] learning_rate: 0.000100 loss_class: 1.964315 loss_bbox: 0.171471 loss_giou: 0.231341 loss_mask: 0.439735 loss_dice: 0.447666 loss_class_aux: 13.006912 loss_bbox_aux: 1.095776 loss_giou_aux: 1.488171 loss_mask_aux: 2.484674 loss_dice_aux: 2.745801 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.378737 eta: 5:14:05 batch_cost: 1.3956 data_cost: 0.0015 ips: 5.7321 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:34:35] ppdet.engine.callbacks INFO: Epoch: [123] [100/264] learning_rate: 0.000100 loss_class: 1.886292 loss_bbox: 0.140087 loss_giou: 0.205018 loss_mask: 0.398863 loss_dice: 0.392896 loss_class_aux: 12.024195 loss_bbox_aux: 0.923766 loss_giou_aux: 1.303246 loss_mask_aux: 2.438108 loss_dice_aux: 2.327838 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.126087 eta: 5:13:59 batch_cost: 1.3226 data_cost: 0.0015 ips: 6.0489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:34:49] ppdet.engine.callbacks INFO: Epoch: [123] [110/264] learning_rate: 0.000100 loss_class: 1.793254 loss_bbox: 0.144172 loss_giou: 0.215423 loss_mask: 0.406670 loss_dice: 0.410480 loss_class_aux: 11.746548 loss_bbox_aux: 1.021255 loss_giou_aux: 1.362701 loss_mask_aux: 2.579213 loss_dice_aux: 2.541533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.147783 eta: 5:13:52 batch_cost: 1.3586 data_cost: 0.0014 ips: 5.8885 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:35:02] ppdet.engine.callbacks INFO: Epoch: [123] [120/264] learning_rate: 0.000100 loss_class: 1.976132 loss_bbox: 0.138795 loss_giou: 0.210801 loss_mask: 0.338395 loss_dice: 0.381797 loss_class_aux: 12.550739 loss_bbox_aux: 0.975214 loss_giou_aux: 1.388831 loss_mask_aux: 2.108369 loss_dice_aux: 2.355370 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.450983 eta: 5:13:45 batch_cost: 1.3085 data_cost: 0.0014 ips: 6.1138 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:35:15] ppdet.engine.callbacks INFO: Epoch: [123] [130/264] learning_rate: 0.000100 loss_class: 1.977075 loss_bbox: 0.163779 loss_giou: 0.217789 loss_mask: 0.443409 loss_dice: 0.427781 loss_class_aux: 12.375511 loss_bbox_aux: 1.144537 loss_giou_aux: 1.436768 loss_mask_aux: 2.716027 loss_dice_aux: 2.600263 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.300749 eta: 5:13:38 batch_cost: 1.2946 data_cost: 0.0014 ips: 6.1797 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:35:28] ppdet.engine.callbacks INFO: Epoch: [123] [140/264] learning_rate: 0.000100 loss_class: 1.949148 loss_bbox: 0.157654 loss_giou: 0.217963 loss_mask: 0.464550 loss_dice: 0.430185 loss_class_aux: 12.659731 loss_bbox_aux: 1.045228 loss_giou_aux: 1.411471 loss_mask_aux: 2.829525 loss_dice_aux: 2.584508 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.389155 eta: 5:13:31 batch_cost: 1.3076 data_cost: 0.0015 ips: 6.1179 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:35:42] ppdet.engine.callbacks INFO: Epoch: [123] [150/264] learning_rate: 0.000100 loss_class: 1.828666 loss_bbox: 0.134495 loss_giou: 0.197820 loss_mask: 0.309545 loss_dice: 0.364873 loss_class_aux: 11.717903 loss_bbox_aux: 0.840317 loss_giou_aux: 1.278129 loss_mask_aux: 1.830374 loss_dice_aux: 2.239834 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.285731 eta: 5:13:24 batch_cost: 1.3638 data_cost: 0.0014 ips: 5.8661 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:35:56] ppdet.engine.callbacks INFO: Epoch: [123] [160/264] learning_rate: 0.000100 loss_class: 2.119260 loss_bbox: 0.189960 loss_giou: 0.204484 loss_mask: 0.552183 loss_dice: 0.443072 loss_class_aux: 13.594422 loss_bbox_aux: 1.269893 loss_giou_aux: 1.302139 loss_mask_aux: 3.306809 loss_dice_aux: 2.714002 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.646703 eta: 5:13:17 batch_cost: 1.3388 data_cost: 0.0014 ips: 5.9755 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:36:08] ppdet.engine.callbacks INFO: Epoch: [123] [170/264] learning_rate: 0.000100 loss_class: 1.905464 loss_bbox: 0.139630 loss_giou: 0.192457 loss_mask: 0.358469 loss_dice: 0.393858 loss_class_aux: 12.190810 loss_bbox_aux: 0.941097 loss_giou_aux: 1.273055 loss_mask_aux: 2.199530 loss_dice_aux: 2.352326 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.676966 eta: 5:13:09 batch_cost: 1.1580 data_cost: 0.0017 ips: 6.9087 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:36:22] ppdet.engine.callbacks INFO: Epoch: [123] [180/264] learning_rate: 0.000100 loss_class: 1.934599 loss_bbox: 0.148177 loss_giou: 0.206844 loss_mask: 0.384198 loss_dice: 0.394623 loss_class_aux: 12.535961 loss_bbox_aux: 0.984186 loss_giou_aux: 1.357869 loss_mask_aux: 2.324482 loss_dice_aux: 2.342037 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.651949 loss: 23.031237 eta: 5:13:03 batch_cost: 1.3693 data_cost: 0.0014 ips: 5.8423 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:36:35] ppdet.engine.callbacks INFO: Epoch: [123] [190/264] learning_rate: 0.000100 loss_class: 2.239696 loss_bbox: 0.179588 loss_giou: 0.224344 loss_mask: 0.485289 loss_dice: 0.426567 loss_class_aux: 14.324572 loss_bbox_aux: 1.262439 loss_giou_aux: 1.481412 loss_mask_aux: 2.811452 loss_dice_aux: 2.676064 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.474410 eta: 5:12:56 batch_cost: 1.3423 data_cost: 0.0014 ips: 5.9598 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:36:50] ppdet.engine.callbacks INFO: Epoch: [123] [200/264] learning_rate: 0.000100 loss_class: 2.028034 loss_bbox: 0.145686 loss_giou: 0.216268 loss_mask: 0.405010 loss_dice: 0.413438 loss_class_aux: 13.024643 loss_bbox_aux: 0.972262 loss_giou_aux: 1.431265 loss_mask_aux: 2.366350 loss_dice_aux: 2.558931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.376246 loss: 24.258982 eta: 5:12:50 batch_cost: 1.4074 data_cost: 0.0015 ips: 5.6843 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:37:04] ppdet.engine.callbacks INFO: Epoch: [123] [210/264] learning_rate: 0.000100 loss_class: 2.034231 loss_bbox: 0.165476 loss_giou: 0.205915 loss_mask: 0.481625 loss_dice: 0.394154 loss_class_aux: 13.563418 loss_bbox_aux: 1.098557 loss_giou_aux: 1.351999 loss_mask_aux: 3.066304 loss_dice_aux: 2.503595 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.964570 loss: 26.056729 eta: 5:12:43 batch_cost: 1.3615 data_cost: 0.0014 ips: 5.8760 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:37:17] ppdet.engine.callbacks INFO: Epoch: [123] [220/264] learning_rate: 0.000100 loss_class: 2.095660 loss_bbox: 0.156978 loss_giou: 0.216707 loss_mask: 0.392601 loss_dice: 0.388209 loss_class_aux: 13.993810 loss_bbox_aux: 1.084760 loss_giou_aux: 1.402756 loss_mask_aux: 2.415811 loss_dice_aux: 2.404533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.777641 loss: 26.009942 eta: 5:12:36 batch_cost: 1.3440 data_cost: 0.0014 ips: 5.9525 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:37:31] ppdet.engine.callbacks INFO: Epoch: [123] [230/264] learning_rate: 0.000100 loss_class: 1.834274 loss_bbox: 0.138722 loss_giou: 0.212839 loss_mask: 0.345783 loss_dice: 0.391987 loss_class_aux: 11.837159 loss_bbox_aux: 0.987151 loss_giou_aux: 1.387906 loss_mask_aux: 2.123254 loss_dice_aux: 2.424910 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.191856 eta: 5:12:29 batch_cost: 1.3605 data_cost: 0.0013 ips: 5.8801 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:37:45] ppdet.engine.callbacks INFO: Epoch: [123] [240/264] learning_rate: 0.000100 loss_class: 1.984523 loss_bbox: 0.157138 loss_giou: 0.228896 loss_mask: 0.389274 loss_dice: 0.424668 loss_class_aux: 12.395029 loss_bbox_aux: 1.021174 loss_giou_aux: 1.482545 loss_mask_aux: 2.351628 loss_dice_aux: 2.556075 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.899871 eta: 5:12:23 batch_cost: 1.3719 data_cost: 0.0013 ips: 5.8312 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:37:59] ppdet.engine.callbacks INFO: Epoch: [123] [250/264] learning_rate: 0.000100 loss_class: 1.882173 loss_bbox: 0.155443 loss_giou: 0.196541 loss_mask: 0.468270 loss_dice: 0.372436 loss_class_aux: 12.172028 loss_bbox_aux: 1.081853 loss_giou_aux: 1.295336 loss_mask_aux: 3.016350 loss_dice_aux: 2.273151 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.458678 loss: 23.785678 eta: 5:12:16 batch_cost: 1.3505 data_cost: 0.0013 ips: 5.9238 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:38:13] ppdet.engine.callbacks INFO: Epoch: [123] [260/264] learning_rate: 0.000100 loss_class: 2.071644 loss_bbox: 0.181615 loss_giou: 0.223195 loss_mask: 0.492802 loss_dice: 0.473399 loss_class_aux: 13.186633 loss_bbox_aux: 1.166965 loss_giou_aux: 1.432502 loss_mask_aux: 3.133354 loss_dice_aux: 2.865623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.694342 eta: 5:12:10 batch_cost: 1.3904 data_cost: 0.0013 ips: 5.7536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:39:16] ppdet.engine.callbacks INFO: Epoch: [124] [  0/264] learning_rate: 0.000100 loss_class: 1.959386 loss_bbox: 0.207545 loss_giou: 0.227105 loss_mask: 0.566985 loss_dice: 0.472581 loss_class_aux: 12.811012 loss_bbox_aux: 1.332294 loss_giou_aux: 1.486530 loss_mask_aux: 3.477419 loss_dice_aux: 2.856382 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.376889 eta: 5:12:18 batch_cost: 3.1186 data_cost: 1.6620 ips: 2.5652 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:39:31] ppdet.engine.callbacks INFO: Epoch: [124] [ 10/264] learning_rate: 0.000100 loss_class: 1.897498 loss_bbox: 0.137022 loss_giou: 0.206131 loss_mask: 0.357950 loss_dice: 0.416249 loss_class_aux: 12.047072 loss_bbox_aux: 0.971459 loss_giou_aux: 1.339352 loss_mask_aux: 2.167775 loss_dice_aux: 2.556806 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.026522 eta: 5:12:11 batch_cost: 1.4258 data_cost: 0.0058 ips: 5.6108 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:39:42] ppdet.engine.callbacks INFO: Epoch: [124] [ 20/264] learning_rate: 0.000100 loss_class: 2.085400 loss_bbox: 0.150205 loss_giou: 0.207603 loss_mask: 0.523129 loss_dice: 0.397256 loss_class_aux: 13.702879 loss_bbox_aux: 1.049834 loss_giou_aux: 1.391218 loss_mask_aux: 3.014114 loss_dice_aux: 2.418090 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.470237 eta: 5:12:03 batch_cost: 1.1476 data_cost: 0.0017 ips: 6.9712 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:39:56] ppdet.engine.callbacks INFO: Epoch: [124] [ 30/264] learning_rate: 0.000100 loss_class: 1.885904 loss_bbox: 0.133290 loss_giou: 0.187455 loss_mask: 0.384417 loss_dice: 0.422990 loss_class_aux: 12.033685 loss_bbox_aux: 0.900837 loss_giou_aux: 1.236068 loss_mask_aux: 2.455138 loss_dice_aux: 2.530088 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.032048 eta: 5:11:56 batch_cost: 1.3189 data_cost: 0.0014 ips: 6.0658 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:40:10] ppdet.engine.callbacks INFO: Epoch: [124] [ 40/264] learning_rate: 0.000100 loss_class: 1.706487 loss_bbox: 0.163335 loss_giou: 0.195416 loss_mask: 0.425916 loss_dice: 0.390367 loss_class_aux: 11.252246 loss_bbox_aux: 1.102689 loss_giou_aux: 1.265094 loss_mask_aux: 2.568243 loss_dice_aux: 2.356134 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.549015 loss: 21.844207 eta: 5:11:49 batch_cost: 1.3369 data_cost: 0.0017 ips: 5.9841 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:40:23] ppdet.engine.callbacks INFO: Epoch: [124] [ 50/264] learning_rate: 0.000100 loss_class: 2.096758 loss_bbox: 0.131914 loss_giou: 0.223134 loss_mask: 0.412645 loss_dice: 0.413584 loss_class_aux: 12.927757 loss_bbox_aux: 0.911117 loss_giou_aux: 1.475910 loss_mask_aux: 2.501846 loss_dice_aux: 2.503648 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.003431 eta: 5:11:43 batch_cost: 1.3561 data_cost: 0.0015 ips: 5.8992 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:40:38] ppdet.engine.callbacks INFO: Epoch: [124] [ 60/264] learning_rate: 0.000100 loss_class: 2.043973 loss_bbox: 0.152160 loss_giou: 0.205400 loss_mask: 0.414804 loss_dice: 0.392002 loss_class_aux: 12.880282 loss_bbox_aux: 1.044640 loss_giou_aux: 1.346857 loss_mask_aux: 2.512941 loss_dice_aux: 2.438339 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.623054 eta: 5:11:36 batch_cost: 1.4333 data_cost: 0.0015 ips: 5.5814 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:40:52] ppdet.engine.callbacks INFO: Epoch: [124] [ 70/264] learning_rate: 0.000100 loss_class: 2.116311 loss_bbox: 0.160573 loss_giou: 0.225728 loss_mask: 0.392104 loss_dice: 0.403050 loss_class_aux: 13.553996 loss_bbox_aux: 1.046085 loss_giou_aux: 1.446162 loss_mask_aux: 2.214263 loss_dice_aux: 2.436548 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.757651 loss: 24.575194 eta: 5:11:29 batch_cost: 1.3559 data_cost: 0.0015 ips: 5.9001 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:41:06] ppdet.engine.callbacks INFO: Epoch: [124] [ 80/264] learning_rate: 0.000100 loss_class: 2.168356 loss_bbox: 0.176830 loss_giou: 0.245069 loss_mask: 0.490082 loss_dice: 0.431372 loss_class_aux: 14.038871 loss_bbox_aux: 1.183706 loss_giou_aux: 1.595971 loss_mask_aux: 3.126645 loss_dice_aux: 2.748820 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.102291 eta: 5:11:23 batch_cost: 1.3625 data_cost: 0.0014 ips: 5.8715 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:41:20] ppdet.engine.callbacks INFO: Epoch: [124] [ 90/264] learning_rate: 0.000100 loss_class: 2.055847 loss_bbox: 0.135584 loss_giou: 0.209745 loss_mask: 0.398778 loss_dice: 0.414869 loss_class_aux: 13.100155 loss_bbox_aux: 0.904763 loss_giou_aux: 1.339270 loss_mask_aux: 2.415168 loss_dice_aux: 2.546349 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.777916 eta: 5:11:16 batch_cost: 1.3666 data_cost: 0.0014 ips: 5.8541 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:41:32] ppdet.engine.callbacks INFO: Epoch: [124] [100/264] learning_rate: 0.000100 loss_class: 1.867065 loss_bbox: 0.153950 loss_giou: 0.201345 loss_mask: 0.394751 loss_dice: 0.412833 loss_class_aux: 11.714149 loss_bbox_aux: 1.056113 loss_giou_aux: 1.296129 loss_mask_aux: 2.311956 loss_dice_aux: 2.471933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.962166 loss: 22.559573 eta: 5:11:09 batch_cost: 1.2598 data_cost: 0.0015 ips: 6.3504 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:41:46] ppdet.engine.callbacks INFO: Epoch: [124] [110/264] learning_rate: 0.000100 loss_class: 1.876888 loss_bbox: 0.151208 loss_giou: 0.233590 loss_mask: 0.420646 loss_dice: 0.425398 loss_class_aux: 12.043794 loss_bbox_aux: 1.001399 loss_giou_aux: 1.495723 loss_mask_aux: 2.543355 loss_dice_aux: 2.569584 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.580795 loss: 24.779538 eta: 5:11:01 batch_cost: 1.2967 data_cost: 0.0014 ips: 6.1693 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:42:00] ppdet.engine.callbacks INFO: Epoch: [124] [120/264] learning_rate: 0.000100 loss_class: 2.340532 loss_bbox: 0.155129 loss_giou: 0.212893 loss_mask: 0.385423 loss_dice: 0.411413 loss_class_aux: 14.037832 loss_bbox_aux: 0.995322 loss_giou_aux: 1.398466 loss_mask_aux: 2.257205 loss_dice_aux: 2.494443 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.716172 eta: 5:10:55 batch_cost: 1.3840 data_cost: 0.0014 ips: 5.7802 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:42:14] ppdet.engine.callbacks INFO: Epoch: [124] [130/264] learning_rate: 0.000100 loss_class: 1.860779 loss_bbox: 0.158277 loss_giou: 0.214112 loss_mask: 0.340902 loss_dice: 0.388017 loss_class_aux: 11.928110 loss_bbox_aux: 1.057949 loss_giou_aux: 1.379200 loss_mask_aux: 2.069654 loss_dice_aux: 2.274456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.458832 eta: 5:10:48 batch_cost: 1.3800 data_cost: 0.0014 ips: 5.7973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:42:28] ppdet.engine.callbacks INFO: Epoch: [124] [140/264] learning_rate: 0.000100 loss_class: 1.904599 loss_bbox: 0.155010 loss_giou: 0.202482 loss_mask: 0.382881 loss_dice: 0.410792 loss_class_aux: 12.322708 loss_bbox_aux: 1.070173 loss_giou_aux: 1.300872 loss_mask_aux: 2.388348 loss_dice_aux: 2.465987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.479551 eta: 5:10:42 batch_cost: 1.4208 data_cost: 0.0014 ips: 5.6307 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:42:42] ppdet.engine.callbacks INFO: Epoch: [124] [150/264] learning_rate: 0.000100 loss_class: 1.913452 loss_bbox: 0.144596 loss_giou: 0.228196 loss_mask: 0.378303 loss_dice: 0.420598 loss_class_aux: 12.136956 loss_bbox_aux: 0.966656 loss_giou_aux: 1.451695 loss_mask_aux: 2.410352 loss_dice_aux: 2.561169 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.035028 eta: 5:10:35 batch_cost: 1.3217 data_cost: 0.0014 ips: 6.0530 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:42:56] ppdet.engine.callbacks INFO: Epoch: [124] [160/264] learning_rate: 0.000100 loss_class: 1.862672 loss_bbox: 0.132345 loss_giou: 0.191587 loss_mask: 0.386748 loss_dice: 0.383857 loss_class_aux: 11.896646 loss_bbox_aux: 0.958767 loss_giou_aux: 1.237383 loss_mask_aux: 2.313987 loss_dice_aux: 2.287362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.866618 eta: 5:10:28 batch_cost: 1.3676 data_cost: 0.0014 ips: 5.8496 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:43:04] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:43:04] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:43:10] ppdet.engine.callbacks INFO: Epoch: [124] [170/264] learning_rate: 0.000100 loss_class: 1.990498 loss_bbox: 0.162527 loss_giou: 0.189863 loss_mask: 0.423777 loss_dice: 0.370710 loss_class_aux: 12.630989 loss_bbox_aux: 1.137438 loss_giou_aux: 1.270684 loss_mask_aux: 2.524507 loss_dice_aux: 2.340192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.835446 eta: 5:10:21 batch_cost: 1.3855 data_cost: 0.0016 ips: 5.7740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:43:24] ppdet.engine.callbacks INFO: Epoch: [124] [180/264] learning_rate: 0.000100 loss_class: 2.001518 loss_bbox: 0.155695 loss_giou: 0.216064 loss_mask: 0.411008 loss_dice: 0.425958 loss_class_aux: 12.599212 loss_bbox_aux: 1.034941 loss_giou_aux: 1.363370 loss_mask_aux: 2.554400 loss_dice_aux: 2.559848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.073084 eta: 5:10:15 batch_cost: 1.3839 data_cost: 0.0014 ips: 5.7808 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:43:38] ppdet.engine.callbacks INFO: Epoch: [124] [190/264] learning_rate: 0.000100 loss_class: 2.009785 loss_bbox: 0.149862 loss_giou: 0.211215 loss_mask: 0.425001 loss_dice: 0.395529 loss_class_aux: 12.826400 loss_bbox_aux: 1.007210 loss_giou_aux: 1.352882 loss_mask_aux: 2.530091 loss_dice_aux: 2.406738 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.834904 eta: 5:10:08 batch_cost: 1.3367 data_cost: 0.0014 ips: 5.9850 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:43:49] ppdet.engine.callbacks INFO: Epoch: [124] [200/264] learning_rate: 0.000100 loss_class: 1.801755 loss_bbox: 0.133418 loss_giou: 0.212526 loss_mask: 0.388499 loss_dice: 0.378540 loss_class_aux: 11.861965 loss_bbox_aux: 0.945722 loss_giou_aux: 1.406349 loss_mask_aux: 2.432936 loss_dice_aux: 2.353592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.369513 loss: 22.582180 eta: 5:10:00 batch_cost: 1.1532 data_cost: 0.0015 ips: 6.9374 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:44:03] ppdet.engine.callbacks INFO: Epoch: [124] [210/264] learning_rate: 0.000100 loss_class: 2.094918 loss_bbox: 0.165970 loss_giou: 0.245365 loss_mask: 0.387793 loss_dice: 0.455412 loss_class_aux: 13.031196 loss_bbox_aux: 1.113364 loss_giou_aux: 1.571226 loss_mask_aux: 2.467709 loss_dice_aux: 2.802007 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.427360 eta: 5:09:53 batch_cost: 1.3769 data_cost: 0.0015 ips: 5.8101 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:44:17] ppdet.engine.callbacks INFO: Epoch: [124] [220/264] learning_rate: 0.000100 loss_class: 2.075354 loss_bbox: 0.164659 loss_giou: 0.220033 loss_mask: 0.428916 loss_dice: 0.444075 loss_class_aux: 13.334332 loss_bbox_aux: 1.053770 loss_giou_aux: 1.394248 loss_mask_aux: 2.731817 loss_dice_aux: 2.646320 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.456817 loss: 25.766608 eta: 5:09:46 batch_cost: 1.3520 data_cost: 0.0014 ips: 5.9173 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:44:30] ppdet.engine.callbacks INFO: Epoch: [124] [230/264] learning_rate: 0.000100 loss_class: 1.965635 loss_bbox: 0.144158 loss_giou: 0.199353 loss_mask: 0.413589 loss_dice: 0.402819 loss_class_aux: 12.575148 loss_bbox_aux: 0.983869 loss_giou_aux: 1.280300 loss_mask_aux: 2.571895 loss_dice_aux: 2.443449 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.463582 eta: 5:09:39 batch_cost: 1.3114 data_cost: 0.0013 ips: 6.1002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:44:44] ppdet.engine.callbacks INFO: Epoch: [124] [240/264] learning_rate: 0.000100 loss_class: 2.060289 loss_bbox: 0.175784 loss_giou: 0.209187 loss_mask: 0.544527 loss_dice: 0.421677 loss_class_aux: 13.320229 loss_bbox_aux: 1.191220 loss_giou_aux: 1.416359 loss_mask_aux: 3.367397 loss_dice_aux: 2.624192 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.045995 eta: 5:09:32 batch_cost: 1.3403 data_cost: 0.0013 ips: 5.9689 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:44:58] ppdet.engine.callbacks INFO: Epoch: [124] [250/264] learning_rate: 0.000100 loss_class: 2.191308 loss_bbox: 0.168693 loss_giou: 0.223105 loss_mask: 0.480715 loss_dice: 0.482666 loss_class_aux: 14.569572 loss_bbox_aux: 1.154806 loss_giou_aux: 1.435740 loss_mask_aux: 2.959732 loss_dice_aux: 2.861326 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.431486 eta: 5:09:26 batch_cost: 1.4110 data_cost: 0.0013 ips: 5.6699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:45:12] ppdet.engine.callbacks INFO: Epoch: [124] [260/264] learning_rate: 0.000100 loss_class: 1.946049 loss_bbox: 0.140738 loss_giou: 0.170418 loss_mask: 0.416431 loss_dice: 0.392916 loss_class_aux: 12.915586 loss_bbox_aux: 0.977946 loss_giou_aux: 1.131024 loss_mask_aux: 2.286211 loss_dice_aux: 2.438887 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.904763 eta: 5:09:19 batch_cost: 1.3668 data_cost: 0.0013 ips: 5.8529 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:45:58] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/124
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 04:46:03] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/124/inference/inference.yml
[05/14 04:46:03] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 04:46:04] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/124/inference
[05/14 04:46:08] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 04:46:24] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 04:46:40] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 04:46:46] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 04:46:46] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.68s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.519
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.715
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.619
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.399
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.726
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.762
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
[05/14 04:46:49] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.906434188076946
[05/14 04:46:49] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 04:46:49] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/124
[05/14 04:46:49] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 04:46:49] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 04:46:51] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 04:46:57] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 04:46:57] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 04:46:57] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 04:47:14] ppdet.engine.callbacks INFO: Epoch: [125] [  0/264] learning_rate: 0.000100 loss_class: 1.895957 loss_bbox: 0.127915 loss_giou: 0.176269 loss_mask: 0.359775 loss_dice: 0.375350 loss_class_aux: 12.396536 loss_bbox_aux: 0.855969 loss_giou_aux: 1.221022 loss_mask_aux: 2.026297 loss_dice_aux: 2.244587 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.562924 loss: 23.082295 eta: 5:09:24 batch_cost: 2.7230 data_cost: 1.2462 ips: 2.9380 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:47:31] ppdet.engine.callbacks INFO: Epoch: [125] [ 10/264] learning_rate: 0.000100 loss_class: 1.670292 loss_bbox: 0.148837 loss_giou: 0.200289 loss_mask: 0.338838 loss_dice: 0.345480 loss_class_aux: 10.887578 loss_bbox_aux: 0.923551 loss_giou_aux: 1.278662 loss_mask_aux: 1.987944 loss_dice_aux: 2.114061 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.518966 loss: 22.010876 eta: 5:09:19 batch_cost: 1.6554 data_cost: 0.1090 ips: 4.8325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:47:45] ppdet.engine.callbacks INFO: Epoch: [125] [ 20/264] learning_rate: 0.000100 loss_class: 1.871081 loss_bbox: 0.144602 loss_giou: 0.190813 loss_mask: 0.359804 loss_dice: 0.363876 loss_class_aux: 11.947243 loss_bbox_aux: 0.952527 loss_giou_aux: 1.265181 loss_mask_aux: 2.206291 loss_dice_aux: 2.271669 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.478961 eta: 5:09:12 batch_cost: 1.3135 data_cost: 0.0014 ips: 6.0906 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:47:58] ppdet.engine.callbacks INFO: Epoch: [125] [ 30/264] learning_rate: 0.000100 loss_class: 1.992671 loss_bbox: 0.191045 loss_giou: 0.217959 loss_mask: 0.408649 loss_dice: 0.429838 loss_class_aux: 12.929733 loss_bbox_aux: 1.179051 loss_giou_aux: 1.356284 loss_mask_aux: 2.531774 loss_dice_aux: 2.577257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.234657 eta: 5:09:05 batch_cost: 1.3221 data_cost: 0.0015 ips: 6.0508 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:48:12] ppdet.engine.callbacks INFO: Epoch: [125] [ 40/264] learning_rate: 0.000100 loss_class: 1.785164 loss_bbox: 0.151695 loss_giou: 0.193287 loss_mask: 0.441535 loss_dice: 0.379658 loss_class_aux: 11.853124 loss_bbox_aux: 0.981884 loss_giou_aux: 1.238951 loss_mask_aux: 2.622990 loss_dice_aux: 2.219757 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.363981 eta: 5:08:58 batch_cost: 1.2954 data_cost: 0.0014 ips: 6.1757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:48:26] ppdet.engine.callbacks INFO: Epoch: [125] [ 50/264] learning_rate: 0.000100 loss_class: 2.017501 loss_bbox: 0.162613 loss_giou: 0.208385 loss_mask: 0.412063 loss_dice: 0.379603 loss_class_aux: 12.960670 loss_bbox_aux: 1.070577 loss_giou_aux: 1.434927 loss_mask_aux: 2.653208 loss_dice_aux: 2.327328 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.452011 loss: 25.186080 eta: 5:08:51 batch_cost: 1.4005 data_cost: 0.0015 ips: 5.7121 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:48:40] ppdet.engine.callbacks INFO: Epoch: [125] [ 60/264] learning_rate: 0.000100 loss_class: 1.976297 loss_bbox: 0.154899 loss_giou: 0.206555 loss_mask: 0.424171 loss_dice: 0.402296 loss_class_aux: 13.039884 loss_bbox_aux: 1.032879 loss_giou_aux: 1.313728 loss_mask_aux: 2.671441 loss_dice_aux: 2.451201 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.221821 eta: 5:08:44 batch_cost: 1.3459 data_cost: 0.0015 ips: 5.9439 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:48:53] ppdet.engine.callbacks INFO: Epoch: [125] [ 70/264] learning_rate: 0.000100 loss_class: 1.994773 loss_bbox: 0.151047 loss_giou: 0.226545 loss_mask: 0.353987 loss_dice: 0.433294 loss_class_aux: 12.563753 loss_bbox_aux: 0.982923 loss_giou_aux: 1.453544 loss_mask_aux: 2.128131 loss_dice_aux: 2.571450 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.651699 loss: 23.431668 eta: 5:08:37 batch_cost: 1.3500 data_cost: 0.0014 ips: 5.9259 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:49:07] ppdet.engine.callbacks INFO: Epoch: [125] [ 80/264] learning_rate: 0.000100 loss_class: 2.258372 loss_bbox: 0.202617 loss_giou: 0.206239 loss_mask: 0.501363 loss_dice: 0.448097 loss_class_aux: 14.048730 loss_bbox_aux: 1.337599 loss_giou_aux: 1.349146 loss_mask_aux: 3.088360 loss_dice_aux: 2.676868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.255795 eta: 5:08:30 batch_cost: 1.3362 data_cost: 0.0015 ips: 5.9870 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:49:20] ppdet.engine.callbacks INFO: Epoch: [125] [ 90/264] learning_rate: 0.000100 loss_class: 1.992640 loss_bbox: 0.161297 loss_giou: 0.212261 loss_mask: 0.430081 loss_dice: 0.404021 loss_class_aux: 12.794452 loss_bbox_aux: 1.062861 loss_giou_aux: 1.372798 loss_mask_aux: 2.613519 loss_dice_aux: 2.540869 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.335983 eta: 5:08:23 batch_cost: 1.3102 data_cost: 0.0015 ips: 6.1062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:49:34] ppdet.engine.callbacks INFO: Epoch: [125] [100/264] learning_rate: 0.000100 loss_class: 2.093056 loss_bbox: 0.170028 loss_giou: 0.212822 loss_mask: 0.403747 loss_dice: 0.387309 loss_class_aux: 13.507494 loss_bbox_aux: 0.998785 loss_giou_aux: 1.270665 loss_mask_aux: 2.502613 loss_dice_aux: 2.389315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.362331 eta: 5:08:16 batch_cost: 1.3497 data_cost: 0.0014 ips: 5.9271 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:49:47] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:49:47] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:49:48] ppdet.engine.callbacks INFO: Epoch: [125] [110/264] learning_rate: 0.000100 loss_class: 2.240654 loss_bbox: 0.206147 loss_giou: 0.207107 loss_mask: 0.439746 loss_dice: 0.403444 loss_class_aux: 13.523590 loss_bbox_aux: 1.342565 loss_giou_aux: 1.382954 loss_mask_aux: 2.722748 loss_dice_aux: 2.473310 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.479872 loss: 25.751524 eta: 5:08:09 batch_cost: 1.3545 data_cost: 0.0015 ips: 5.9064 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:50:02] ppdet.engine.callbacks INFO: Epoch: [125] [120/264] learning_rate: 0.000100 loss_class: 1.995150 loss_bbox: 0.151938 loss_giou: 0.193010 loss_mask: 0.398298 loss_dice: 0.384070 loss_class_aux: 13.326028 loss_bbox_aux: 1.051063 loss_giou_aux: 1.270006 loss_mask_aux: 2.389462 loss_dice_aux: 2.349158 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.089978 eta: 5:08:02 batch_cost: 1.3482 data_cost: 0.0015 ips: 5.9339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:50:15] ppdet.engine.callbacks INFO: Epoch: [125] [130/264] learning_rate: 0.000100 loss_class: 1.857093 loss_bbox: 0.139432 loss_giou: 0.199437 loss_mask: 0.328170 loss_dice: 0.393416 loss_class_aux: 11.744495 loss_bbox_aux: 0.968759 loss_giou_aux: 1.274586 loss_mask_aux: 2.062705 loss_dice_aux: 2.369405 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.217689 eta: 5:07:55 batch_cost: 1.3266 data_cost: 0.0014 ips: 6.0306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:50:28] ppdet.engine.callbacks INFO: Epoch: [125] [140/264] learning_rate: 0.000100 loss_class: 1.974399 loss_bbox: 0.157244 loss_giou: 0.225672 loss_mask: 0.467481 loss_dice: 0.437658 loss_class_aux: 12.617524 loss_bbox_aux: 1.065766 loss_giou_aux: 1.486803 loss_mask_aux: 2.811466 loss_dice_aux: 2.705105 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.542862 loss: 24.425186 eta: 5:07:48 batch_cost: 1.3104 data_cost: 0.0015 ips: 6.1050 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:50:42] ppdet.engine.callbacks INFO: Epoch: [125] [150/264] learning_rate: 0.000100 loss_class: 1.982952 loss_bbox: 0.161973 loss_giou: 0.214728 loss_mask: 0.447658 loss_dice: 0.416177 loss_class_aux: 12.640003 loss_bbox_aux: 1.051888 loss_giou_aux: 1.390167 loss_mask_aux: 2.741018 loss_dice_aux: 2.520414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.382413 eta: 5:07:41 batch_cost: 1.3677 data_cost: 0.0015 ips: 5.8491 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:50:53] ppdet.engine.callbacks INFO: Epoch: [125] [160/264] learning_rate: 0.000100 loss_class: 1.870901 loss_bbox: 0.147492 loss_giou: 0.185693 loss_mask: 0.398454 loss_dice: 0.404613 loss_class_aux: 12.571309 loss_bbox_aux: 0.967690 loss_giou_aux: 1.278600 loss_mask_aux: 2.553036 loss_dice_aux: 2.550974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.623854 eta: 5:07:32 batch_cost: 1.0528 data_cost: 0.0016 ips: 7.5989 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:51:08] ppdet.engine.callbacks INFO: Epoch: [125] [170/264] learning_rate: 0.000100 loss_class: 2.002295 loss_bbox: 0.159388 loss_giou: 0.198707 loss_mask: 0.389466 loss_dice: 0.401912 loss_class_aux: 12.686106 loss_bbox_aux: 1.036402 loss_giou_aux: 1.311088 loss_mask_aux: 2.354425 loss_dice_aux: 2.441925 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.204518 eta: 5:07:26 batch_cost: 1.4083 data_cost: 0.0014 ips: 5.6805 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:51:21] ppdet.engine.callbacks INFO: Epoch: [125] [180/264] learning_rate: 0.000100 loss_class: 2.003966 loss_bbox: 0.213511 loss_giou: 0.233999 loss_mask: 0.555670 loss_dice: 0.505653 loss_class_aux: 13.545508 loss_bbox_aux: 1.371327 loss_giou_aux: 1.483436 loss_mask_aux: 3.287083 loss_dice_aux: 2.985816 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.405619 eta: 5:07:19 batch_cost: 1.3716 data_cost: 0.0014 ips: 5.8326 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:51:35] ppdet.engine.callbacks INFO: Epoch: [125] [190/264] learning_rate: 0.000100 loss_class: 1.942403 loss_bbox: 0.159160 loss_giou: 0.195624 loss_mask: 0.388228 loss_dice: 0.379605 loss_class_aux: 12.499046 loss_bbox_aux: 1.095174 loss_giou_aux: 1.320867 loss_mask_aux: 2.412873 loss_dice_aux: 2.357229 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.616982 eta: 5:07:12 batch_cost: 1.3271 data_cost: 0.0016 ips: 6.0282 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:51:49] ppdet.engine.callbacks INFO: Epoch: [125] [200/264] learning_rate: 0.000100 loss_class: 2.116581 loss_bbox: 0.168367 loss_giou: 0.209970 loss_mask: 0.548727 loss_dice: 0.438938 loss_class_aux: 13.498354 loss_bbox_aux: 1.163529 loss_giou_aux: 1.393197 loss_mask_aux: 3.501632 loss_dice_aux: 2.730234 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.013521 eta: 5:07:05 batch_cost: 1.3650 data_cost: 0.0015 ips: 5.8608 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:52:03] ppdet.engine.callbacks INFO: Epoch: [125] [210/264] learning_rate: 0.000100 loss_class: 2.107218 loss_bbox: 0.157745 loss_giou: 0.202558 loss_mask: 0.449312 loss_dice: 0.416209 loss_class_aux: 13.791893 loss_bbox_aux: 1.093752 loss_giou_aux: 1.305956 loss_mask_aux: 2.823532 loss_dice_aux: 2.610316 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.951808 eta: 5:06:58 batch_cost: 1.3561 data_cost: 0.0015 ips: 5.8991 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:52:16] ppdet.engine.callbacks INFO: Epoch: [125] [220/264] learning_rate: 0.000100 loss_class: 1.827924 loss_bbox: 0.168137 loss_giou: 0.195285 loss_mask: 0.461433 loss_dice: 0.422792 loss_class_aux: 12.064421 loss_bbox_aux: 1.158959 loss_giou_aux: 1.248359 loss_mask_aux: 2.837379 loss_dice_aux: 2.478781 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.797594 eta: 5:06:51 batch_cost: 1.3108 data_cost: 0.0014 ips: 6.1031 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:52:30] ppdet.engine.callbacks INFO: Epoch: [125] [230/264] learning_rate: 0.000100 loss_class: 1.973399 loss_bbox: 0.146225 loss_giou: 0.201455 loss_mask: 0.435662 loss_dice: 0.404495 loss_class_aux: 12.477303 loss_bbox_aux: 1.009767 loss_giou_aux: 1.341400 loss_mask_aux: 2.624977 loss_dice_aux: 2.434549 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.654164 loss: 24.137282 eta: 5:06:43 batch_cost: 1.3329 data_cost: 0.0013 ips: 6.0019 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:52:43] ppdet.engine.callbacks INFO: Epoch: [125] [240/264] learning_rate: 0.000100 loss_class: 2.070436 loss_bbox: 0.149452 loss_giou: 0.214971 loss_mask: 0.389624 loss_dice: 0.427387 loss_class_aux: 12.987281 loss_bbox_aux: 0.949877 loss_giou_aux: 1.381918 loss_mask_aux: 2.283347 loss_dice_aux: 2.523554 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.004163 eta: 5:06:36 batch_cost: 1.3261 data_cost: 0.0013 ips: 6.0325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:52:57] ppdet.engine.callbacks INFO: Epoch: [125] [250/264] learning_rate: 0.000100 loss_class: 1.920203 loss_bbox: 0.161253 loss_giou: 0.228463 loss_mask: 0.403766 loss_dice: 0.444713 loss_class_aux: 12.350062 loss_bbox_aux: 1.073840 loss_giou_aux: 1.478090 loss_mask_aux: 2.474671 loss_dice_aux: 2.773579 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.897952 eta: 5:06:30 batch_cost: 1.3966 data_cost: 0.0013 ips: 5.7280 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:53:11] ppdet.engine.callbacks INFO: Epoch: [125] [260/264] learning_rate: 0.000100 loss_class: 2.128626 loss_bbox: 0.175046 loss_giou: 0.210477 loss_mask: 0.562308 loss_dice: 0.433299 loss_class_aux: 14.098844 loss_bbox_aux: 1.121059 loss_giou_aux: 1.343578 loss_mask_aux: 3.298709 loss_dice_aux: 2.710780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494669 loss: 26.768289 eta: 5:06:23 batch_cost: 1.3653 data_cost: 0.0013 ips: 5.8597 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:54:11] ppdet.engine.callbacks INFO: Epoch: [126] [  0/264] learning_rate: 0.000100 loss_class: 2.192274 loss_bbox: 0.173771 loss_giou: 0.205238 loss_mask: 0.500687 loss_dice: 0.411575 loss_class_aux: 14.055953 loss_bbox_aux: 1.100586 loss_giou_aux: 1.293560 loss_mask_aux: 3.025448 loss_dice_aux: 2.652301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.241016 loss: 27.585315 eta: 5:06:28 batch_cost: 2.7080 data_cost: 1.2726 ips: 2.9542 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:54:27] ppdet.engine.callbacks INFO: Epoch: [126] [ 10/264] learning_rate: 0.000100 loss_class: 1.966666 loss_bbox: 0.134069 loss_giou: 0.198034 loss_mask: 0.367090 loss_dice: 0.368766 loss_class_aux: 12.229916 loss_bbox_aux: 0.917312 loss_giou_aux: 1.302819 loss_mask_aux: 2.207966 loss_dice_aux: 2.323531 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.496782 loss: 23.221464 eta: 5:06:22 batch_cost: 1.5333 data_cost: 0.0854 ips: 5.2176 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:54:41] ppdet.engine.callbacks INFO: Epoch: [126] [ 20/264] learning_rate: 0.000100 loss_class: 2.171948 loss_bbox: 0.153073 loss_giou: 0.222080 loss_mask: 0.447531 loss_dice: 0.439223 loss_class_aux: 13.616957 loss_bbox_aux: 1.110998 loss_giou_aux: 1.409464 loss_mask_aux: 2.753269 loss_dice_aux: 2.649313 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.604046 eta: 5:06:15 batch_cost: 1.3760 data_cost: 0.0015 ips: 5.8141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:54:55] ppdet.engine.callbacks INFO: Epoch: [126] [ 30/264] learning_rate: 0.000100 loss_class: 1.925389 loss_bbox: 0.168563 loss_giou: 0.205738 loss_mask: 0.492891 loss_dice: 0.422276 loss_class_aux: 12.716953 loss_bbox_aux: 1.101267 loss_giou_aux: 1.330549 loss_mask_aux: 2.896525 loss_dice_aux: 2.572847 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.245836 eta: 5:06:08 batch_cost: 1.3983 data_cost: 0.0015 ips: 5.7213 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:55:08] ppdet.engine.callbacks INFO: Epoch: [126] [ 40/264] learning_rate: 0.000100 loss_class: 1.799096 loss_bbox: 0.142362 loss_giou: 0.223930 loss_mask: 0.363185 loss_dice: 0.426477 loss_class_aux: 11.633459 loss_bbox_aux: 0.963143 loss_giou_aux: 1.408434 loss_mask_aux: 2.208584 loss_dice_aux: 2.585030 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.291404 eta: 5:06:01 batch_cost: 1.3271 data_cost: 0.0015 ips: 6.0282 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:55:12] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 04:55:12] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 04:55:22] ppdet.engine.callbacks INFO: Epoch: [126] [ 50/264] learning_rate: 0.000100 loss_class: 1.960878 loss_bbox: 0.140867 loss_giou: 0.194904 loss_mask: 0.392934 loss_dice: 0.402383 loss_class_aux: 13.257451 loss_bbox_aux: 1.028861 loss_giou_aux: 1.328886 loss_mask_aux: 2.390226 loss_dice_aux: 2.440945 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.441278 eta: 5:05:54 batch_cost: 1.3708 data_cost: 0.0014 ips: 5.8360 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:55:36] ppdet.engine.callbacks INFO: Epoch: [126] [ 60/264] learning_rate: 0.000100 loss_class: 1.808091 loss_bbox: 0.130795 loss_giou: 0.184900 loss_mask: 0.329099 loss_dice: 0.362819 loss_class_aux: 11.921867 loss_bbox_aux: 0.895485 loss_giou_aux: 1.220945 loss_mask_aux: 2.036320 loss_dice_aux: 2.211361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.688103 eta: 5:05:47 batch_cost: 1.3304 data_cost: 0.0016 ips: 6.0133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:55:50] ppdet.engine.callbacks INFO: Epoch: [126] [ 70/264] learning_rate: 0.000100 loss_class: 2.019708 loss_bbox: 0.162298 loss_giou: 0.198546 loss_mask: 0.464900 loss_dice: 0.393440 loss_class_aux: 13.125425 loss_bbox_aux: 1.073766 loss_giou_aux: 1.314260 loss_mask_aux: 2.776897 loss_dice_aux: 2.369801 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.527714 eta: 5:05:40 batch_cost: 1.3850 data_cost: 0.0015 ips: 5.7760 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:56:03] ppdet.engine.callbacks INFO: Epoch: [126] [ 80/264] learning_rate: 0.000100 loss_class: 1.899359 loss_bbox: 0.161037 loss_giou: 0.232134 loss_mask: 0.438735 loss_dice: 0.439439 loss_class_aux: 12.188027 loss_bbox_aux: 1.078825 loss_giou_aux: 1.495250 loss_mask_aux: 2.733714 loss_dice_aux: 2.771404 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.083282 eta: 5:05:33 batch_cost: 1.3207 data_cost: 0.0014 ips: 6.0572 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:56:17] ppdet.engine.callbacks INFO: Epoch: [126] [ 90/264] learning_rate: 0.000100 loss_class: 2.040701 loss_bbox: 0.157842 loss_giou: 0.224015 loss_mask: 0.426522 loss_dice: 0.399965 loss_class_aux: 13.213682 loss_bbox_aux: 1.088129 loss_giou_aux: 1.449172 loss_mask_aux: 2.704959 loss_dice_aux: 2.488499 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.173054 eta: 5:05:26 batch_cost: 1.3445 data_cost: 0.0014 ips: 5.9500 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:56:30] ppdet.engine.callbacks INFO: Epoch: [126] [100/264] learning_rate: 0.000100 loss_class: 2.013245 loss_bbox: 0.138172 loss_giou: 0.208564 loss_mask: 0.381847 loss_dice: 0.430522 loss_class_aux: 12.901964 loss_bbox_aux: 1.026543 loss_giou_aux: 1.432593 loss_mask_aux: 2.489610 loss_dice_aux: 2.751076 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.355825 eta: 5:05:19 batch_cost: 1.3038 data_cost: 0.0015 ips: 6.1360 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:56:44] ppdet.engine.callbacks INFO: Epoch: [126] [110/264] learning_rate: 0.000100 loss_class: 2.113885 loss_bbox: 0.156104 loss_giou: 0.223754 loss_mask: 0.485454 loss_dice: 0.445084 loss_class_aux: 14.071641 loss_bbox_aux: 1.144281 loss_giou_aux: 1.458161 loss_mask_aux: 3.064875 loss_dice_aux: 2.765238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.762785 eta: 5:05:12 batch_cost: 1.3448 data_cost: 0.0014 ips: 5.9489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:56:57] ppdet.engine.callbacks INFO: Epoch: [126] [120/264] learning_rate: 0.000100 loss_class: 1.974904 loss_bbox: 0.150016 loss_giou: 0.231141 loss_mask: 0.366231 loss_dice: 0.402140 loss_class_aux: 12.755976 loss_bbox_aux: 1.006946 loss_giou_aux: 1.501926 loss_mask_aux: 2.340528 loss_dice_aux: 2.465535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.067869 loss: 24.194582 eta: 5:05:04 batch_cost: 1.2949 data_cost: 0.0014 ips: 6.1780 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:57:11] ppdet.engine.callbacks INFO: Epoch: [126] [130/264] learning_rate: 0.000100 loss_class: 1.988243 loss_bbox: 0.157335 loss_giou: 0.218272 loss_mask: 0.383427 loss_dice: 0.404153 loss_class_aux: 12.888740 loss_bbox_aux: 1.023819 loss_giou_aux: 1.370884 loss_mask_aux: 2.390335 loss_dice_aux: 2.427751 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.670193 eta: 5:04:57 batch_cost: 1.3631 data_cost: 0.0015 ips: 5.8691 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:57:25] ppdet.engine.callbacks INFO: Epoch: [126] [140/264] learning_rate: 0.000100 loss_class: 2.103815 loss_bbox: 0.148079 loss_giou: 0.221228 loss_mask: 0.451690 loss_dice: 0.426822 loss_class_aux: 13.247928 loss_bbox_aux: 1.092707 loss_giou_aux: 1.469336 loss_mask_aux: 2.919565 loss_dice_aux: 2.601959 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.734156 eta: 5:04:50 batch_cost: 1.3793 data_cost: 0.0015 ips: 5.7999 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:57:39] ppdet.engine.callbacks INFO: Epoch: [126] [150/264] learning_rate: 0.000100 loss_class: 1.968632 loss_bbox: 0.141655 loss_giou: 0.216354 loss_mask: 0.397592 loss_dice: 0.411811 loss_class_aux: 12.552658 loss_bbox_aux: 0.952325 loss_giou_aux: 1.366181 loss_mask_aux: 2.449451 loss_dice_aux: 2.437514 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.799711 eta: 5:04:43 batch_cost: 1.3595 data_cost: 0.0015 ips: 5.8846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:57:53] ppdet.engine.callbacks INFO: Epoch: [126] [160/264] learning_rate: 0.000100 loss_class: 2.426418 loss_bbox: 0.174435 loss_giou: 0.204407 loss_mask: 0.499122 loss_dice: 0.385341 loss_class_aux: 15.672670 loss_bbox_aux: 1.148629 loss_giou_aux: 1.280891 loss_mask_aux: 2.889292 loss_dice_aux: 2.359882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.839214 eta: 5:04:36 batch_cost: 1.3357 data_cost: 0.0015 ips: 5.9892 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:58:07] ppdet.engine.callbacks INFO: Epoch: [126] [170/264] learning_rate: 0.000100 loss_class: 1.891873 loss_bbox: 0.132528 loss_giou: 0.192272 loss_mask: 0.405390 loss_dice: 0.357231 loss_class_aux: 12.054391 loss_bbox_aux: 0.975125 loss_giou_aux: 1.284444 loss_mask_aux: 2.598657 loss_dice_aux: 2.233836 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.711787 eta: 5:04:29 batch_cost: 1.3574 data_cost: 0.0015 ips: 5.8935 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:58:20] ppdet.engine.callbacks INFO: Epoch: [126] [180/264] learning_rate: 0.000100 loss_class: 1.848547 loss_bbox: 0.155501 loss_giou: 0.210404 loss_mask: 0.397198 loss_dice: 0.399473 loss_class_aux: 11.811822 loss_bbox_aux: 1.098312 loss_giou_aux: 1.372096 loss_mask_aux: 2.445971 loss_dice_aux: 2.417630 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.897305 eta: 5:04:22 batch_cost: 1.3169 data_cost: 0.0015 ips: 6.0749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:58:32] ppdet.engine.callbacks INFO: Epoch: [126] [190/264] learning_rate: 0.000100 loss_class: 2.021701 loss_bbox: 0.149193 loss_giou: 0.216562 loss_mask: 0.396769 loss_dice: 0.414834 loss_class_aux: 12.729575 loss_bbox_aux: 0.934497 loss_giou_aux: 1.386515 loss_mask_aux: 2.304707 loss_dice_aux: 2.477458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.741676 eta: 5:04:14 batch_cost: 1.1520 data_cost: 0.0016 ips: 6.9445 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:58:46] ppdet.engine.callbacks INFO: Epoch: [126] [200/264] learning_rate: 0.000100 loss_class: 1.984311 loss_bbox: 0.161496 loss_giou: 0.194374 loss_mask: 0.456980 loss_dice: 0.369838 loss_class_aux: 12.582667 loss_bbox_aux: 1.016826 loss_giou_aux: 1.275271 loss_mask_aux: 2.727806 loss_dice_aux: 2.248701 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.502543 eta: 5:04:07 batch_cost: 1.3468 data_cost: 0.0016 ips: 5.9400 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:58:59] ppdet.engine.callbacks INFO: Epoch: [126] [210/264] learning_rate: 0.000100 loss_class: 2.087102 loss_bbox: 0.138457 loss_giou: 0.192056 loss_mask: 0.393591 loss_dice: 0.384316 loss_class_aux: 13.263100 loss_bbox_aux: 1.014774 loss_giou_aux: 1.281216 loss_mask_aux: 2.397380 loss_dice_aux: 2.353520 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.772736 loss: 25.141858 eta: 5:03:59 batch_cost: 1.3012 data_cost: 0.0014 ips: 6.1481 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:59:13] ppdet.engine.callbacks INFO: Epoch: [126] [220/264] learning_rate: 0.000100 loss_class: 1.994370 loss_bbox: 0.136633 loss_giou: 0.223337 loss_mask: 0.346190 loss_dice: 0.422715 loss_class_aux: 12.654300 loss_bbox_aux: 0.905646 loss_giou_aux: 1.467803 loss_mask_aux: 2.161701 loss_dice_aux: 2.522957 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.447291 eta: 5:03:52 batch_cost: 1.3601 data_cost: 0.0014 ips: 5.8818 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:59:26] ppdet.engine.callbacks INFO: Epoch: [126] [230/264] learning_rate: 0.000100 loss_class: 2.037982 loss_bbox: 0.157067 loss_giou: 0.202852 loss_mask: 0.405233 loss_dice: 0.385130 loss_class_aux: 12.651593 loss_bbox_aux: 1.062227 loss_giou_aux: 1.313556 loss_mask_aux: 2.415923 loss_dice_aux: 2.347478 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.808771 eta: 5:03:45 batch_cost: 1.3348 data_cost: 0.0013 ips: 5.9936 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:59:40] ppdet.engine.callbacks INFO: Epoch: [126] [240/264] learning_rate: 0.000100 loss_class: 1.868621 loss_bbox: 0.142949 loss_giou: 0.228380 loss_mask: 0.354467 loss_dice: 0.417526 loss_class_aux: 12.290332 loss_bbox_aux: 0.928246 loss_giou_aux: 1.505443 loss_mask_aux: 2.093053 loss_dice_aux: 2.568575 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.104235 eta: 5:03:38 batch_cost: 1.3062 data_cost: 0.0013 ips: 6.1247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 04:59:53] ppdet.engine.callbacks INFO: Epoch: [126] [250/264] learning_rate: 0.000100 loss_class: 1.815802 loss_bbox: 0.154504 loss_giou: 0.198420 loss_mask: 0.390665 loss_dice: 0.365400 loss_class_aux: 11.365214 loss_bbox_aux: 1.008758 loss_giou_aux: 1.326685 loss_mask_aux: 2.295774 loss_dice_aux: 2.339835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.567137 eta: 5:03:30 batch_cost: 1.3358 data_cost: 0.0013 ips: 5.9888 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:00:07] ppdet.engine.callbacks INFO: Epoch: [126] [260/264] learning_rate: 0.000100 loss_class: 2.028869 loss_bbox: 0.140550 loss_giou: 0.206746 loss_mask: 0.369312 loss_dice: 0.399878 loss_class_aux: 13.533859 loss_bbox_aux: 0.994667 loss_giou_aux: 1.335358 loss_mask_aux: 2.266399 loss_dice_aux: 2.471363 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.662944 eta: 5:03:23 batch_cost: 1.3698 data_cost: 0.0013 ips: 5.8402 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:01:09] ppdet.engine.callbacks INFO: Epoch: [127] [  0/264] learning_rate: 0.000100 loss_class: 1.994656 loss_bbox: 0.141154 loss_giou: 0.195885 loss_mask: 0.371530 loss_dice: 0.407136 loss_class_aux: 12.695161 loss_bbox_aux: 0.922493 loss_giou_aux: 1.296465 loss_mask_aux: 2.243191 loss_dice_aux: 2.497249 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.890645 eta: 5:03:29 batch_cost: 2.8542 data_cost: 1.4235 ips: 2.8029 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:01:26] ppdet.engine.callbacks INFO: Epoch: [127] [ 10/264] learning_rate: 0.000100 loss_class: 1.941524 loss_bbox: 0.125329 loss_giou: 0.199830 loss_mask: 0.313192 loss_dice: 0.399326 loss_class_aux: 12.360737 loss_bbox_aux: 0.864473 loss_giou_aux: 1.291363 loss_mask_aux: 1.889353 loss_dice_aux: 2.443861 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.419475 eta: 5:03:24 batch_cost: 1.6919 data_cost: 0.1422 ips: 4.7285 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:01:40] ppdet.engine.callbacks INFO: Epoch: [127] [ 20/264] learning_rate: 0.000100 loss_class: 1.970035 loss_bbox: 0.140501 loss_giou: 0.197840 loss_mask: 0.397103 loss_dice: 0.399065 loss_class_aux: 12.255304 loss_bbox_aux: 1.001713 loss_giou_aux: 1.299414 loss_mask_aux: 2.419934 loss_dice_aux: 2.402987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.479414 eta: 5:03:17 batch_cost: 1.3939 data_cost: 0.0015 ips: 5.7391 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:01:54] ppdet.engine.callbacks INFO: Epoch: [127] [ 30/264] learning_rate: 0.000100 loss_class: 2.105829 loss_bbox: 0.147293 loss_giou: 0.205219 loss_mask: 0.376243 loss_dice: 0.412342 loss_class_aux: 13.428258 loss_bbox_aux: 0.998180 loss_giou_aux: 1.364701 loss_mask_aux: 2.258484 loss_dice_aux: 2.584024 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.895551 loss: 26.302535 eta: 5:03:10 batch_cost: 1.3748 data_cost: 0.0014 ips: 5.8191 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:02:06] ppdet.engine.callbacks INFO: Epoch: [127] [ 40/264] learning_rate: 0.000100 loss_class: 1.935757 loss_bbox: 0.161579 loss_giou: 0.201905 loss_mask: 0.385627 loss_dice: 0.416938 loss_class_aux: 12.369477 loss_bbox_aux: 1.062851 loss_giou_aux: 1.357196 loss_mask_aux: 2.344640 loss_dice_aux: 2.545052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.209368 eta: 5:03:02 batch_cost: 1.2000 data_cost: 0.0019 ips: 6.6668 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:02:20] ppdet.engine.callbacks INFO: Epoch: [127] [ 50/264] learning_rate: 0.000100 loss_class: 2.273024 loss_bbox: 0.155669 loss_giou: 0.231436 loss_mask: 0.379804 loss_dice: 0.399773 loss_class_aux: 13.589738 loss_bbox_aux: 1.002377 loss_giou_aux: 1.461384 loss_mask_aux: 2.362203 loss_dice_aux: 2.460569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.083776 eta: 5:02:55 batch_cost: 1.3113 data_cost: 0.0015 ips: 6.1010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:02:34] ppdet.engine.callbacks INFO: Epoch: [127] [ 60/264] learning_rate: 0.000100 loss_class: 2.013933 loss_bbox: 0.139855 loss_giou: 0.203544 loss_mask: 0.402328 loss_dice: 0.404218 loss_class_aux: 13.139702 loss_bbox_aux: 0.951962 loss_giou_aux: 1.336263 loss_mask_aux: 2.402647 loss_dice_aux: 2.421465 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.956903 eta: 5:02:48 batch_cost: 1.3453 data_cost: 0.0014 ips: 5.9465 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:02:48] ppdet.engine.callbacks INFO: Epoch: [127] [ 70/264] learning_rate: 0.000100 loss_class: 2.145402 loss_bbox: 0.164604 loss_giou: 0.217450 loss_mask: 0.371379 loss_dice: 0.405097 loss_class_aux: 12.973126 loss_bbox_aux: 1.105455 loss_giou_aux: 1.472368 loss_mask_aux: 2.232438 loss_dice_aux: 2.505829 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.754601 loss: 25.292009 eta: 5:02:41 batch_cost: 1.3847 data_cost: 0.0015 ips: 5.7774 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:03:00] ppdet.engine.callbacks INFO: Epoch: [127] [ 80/264] learning_rate: 0.000100 loss_class: 1.977641 loss_bbox: 0.158627 loss_giou: 0.202410 loss_mask: 0.461274 loss_dice: 0.419744 loss_class_aux: 13.141122 loss_bbox_aux: 1.059809 loss_giou_aux: 1.313931 loss_mask_aux: 2.687034 loss_dice_aux: 2.497813 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.368646 eta: 5:02:33 batch_cost: 1.2572 data_cost: 0.0015 ips: 6.3634 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:03:05] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:03:05] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:03:14] ppdet.engine.callbacks INFO: Epoch: [127] [ 90/264] learning_rate: 0.000100 loss_class: 1.817566 loss_bbox: 0.142763 loss_giou: 0.190599 loss_mask: 0.356977 loss_dice: 0.378417 loss_class_aux: 11.994910 loss_bbox_aux: 1.035944 loss_giou_aux: 1.272738 loss_mask_aux: 2.335196 loss_dice_aux: 2.341388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.922487 eta: 5:02:26 batch_cost: 1.3517 data_cost: 0.0015 ips: 5.9185 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:03:28] ppdet.engine.callbacks INFO: Epoch: [127] [100/264] learning_rate: 0.000100 loss_class: 2.108224 loss_bbox: 0.155449 loss_giou: 0.234031 loss_mask: 0.413056 loss_dice: 0.444692 loss_class_aux: 13.817863 loss_bbox_aux: 1.043877 loss_giou_aux: 1.507456 loss_mask_aux: 2.421896 loss_dice_aux: 2.714571 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.495354 eta: 5:02:19 batch_cost: 1.3590 data_cost: 0.0016 ips: 5.8868 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:03:42] ppdet.engine.callbacks INFO: Epoch: [127] [110/264] learning_rate: 0.000100 loss_class: 2.164249 loss_bbox: 0.176453 loss_giou: 0.220163 loss_mask: 0.483722 loss_dice: 0.449293 loss_class_aux: 14.133446 loss_bbox_aux: 1.179142 loss_giou_aux: 1.435061 loss_mask_aux: 3.010582 loss_dice_aux: 2.699498 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.218354 eta: 5:02:12 batch_cost: 1.3660 data_cost: 0.0015 ips: 5.8567 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:03:56] ppdet.engine.callbacks INFO: Epoch: [127] [120/264] learning_rate: 0.000100 loss_class: 2.319749 loss_bbox: 0.131140 loss_giou: 0.208644 loss_mask: 0.404139 loss_dice: 0.431223 loss_class_aux: 14.427243 loss_bbox_aux: 0.977139 loss_giou_aux: 1.360964 loss_mask_aux: 2.425583 loss_dice_aux: 2.646625 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 2.139256 loss: 26.825617 eta: 5:02:04 batch_cost: 1.3552 data_cost: 0.0015 ips: 5.9031 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:04:10] ppdet.engine.callbacks INFO: Epoch: [127] [130/264] learning_rate: 0.000100 loss_class: 2.051026 loss_bbox: 0.167939 loss_giou: 0.214871 loss_mask: 0.434727 loss_dice: 0.422282 loss_class_aux: 13.518442 loss_bbox_aux: 1.107005 loss_giou_aux: 1.439350 loss_mask_aux: 2.622691 loss_dice_aux: 2.591430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.044316 eta: 5:01:57 batch_cost: 1.3736 data_cost: 0.0015 ips: 5.8241 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:04:23] ppdet.engine.callbacks INFO: Epoch: [127] [140/264] learning_rate: 0.000100 loss_class: 1.998035 loss_bbox: 0.150813 loss_giou: 0.212465 loss_mask: 0.361772 loss_dice: 0.376087 loss_class_aux: 12.794228 loss_bbox_aux: 0.983505 loss_giou_aux: 1.421653 loss_mask_aux: 2.366950 loss_dice_aux: 2.372754 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.014947 loss: 23.836919 eta: 5:01:50 batch_cost: 1.3278 data_cost: 0.0015 ips: 6.0251 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:04:38] ppdet.engine.callbacks INFO: Epoch: [127] [150/264] learning_rate: 0.000100 loss_class: 1.925426 loss_bbox: 0.134745 loss_giou: 0.204856 loss_mask: 0.357194 loss_dice: 0.421009 loss_class_aux: 12.821409 loss_bbox_aux: 0.967176 loss_giou_aux: 1.316197 loss_mask_aux: 2.332456 loss_dice_aux: 2.573378 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.526500 eta: 5:01:43 batch_cost: 1.4012 data_cost: 0.0015 ips: 5.7096 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:04:51] ppdet.engine.callbacks INFO: Epoch: [127] [160/264] learning_rate: 0.000100 loss_class: 2.142226 loss_bbox: 0.186981 loss_giou: 0.220049 loss_mask: 0.475730 loss_dice: 0.464517 loss_class_aux: 14.408639 loss_bbox_aux: 1.239969 loss_giou_aux: 1.396565 loss_mask_aux: 2.769860 loss_dice_aux: 2.918076 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.669191 eta: 5:01:36 batch_cost: 1.3389 data_cost: 0.0015 ips: 5.9751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:05:05] ppdet.engine.callbacks INFO: Epoch: [127] [170/264] learning_rate: 0.000100 loss_class: 1.870273 loss_bbox: 0.147551 loss_giou: 0.199457 loss_mask: 0.406113 loss_dice: 0.436794 loss_class_aux: 12.337021 loss_bbox_aux: 1.000810 loss_giou_aux: 1.305455 loss_mask_aux: 2.493502 loss_dice_aux: 2.604549 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.450668 eta: 5:01:29 batch_cost: 1.3645 data_cost: 0.0015 ips: 5.8630 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:05:19] ppdet.engine.callbacks INFO: Epoch: [127] [180/264] learning_rate: 0.000100 loss_class: 1.924221 loss_bbox: 0.135302 loss_giou: 0.209103 loss_mask: 0.325714 loss_dice: 0.371018 loss_class_aux: 12.257854 loss_bbox_aux: 0.964407 loss_giou_aux: 1.355157 loss_mask_aux: 2.068014 loss_dice_aux: 2.301027 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.435756 loss: 23.147825 eta: 5:01:22 batch_cost: 1.3592 data_cost: 0.0014 ips: 5.8857 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:05:33] ppdet.engine.callbacks INFO: Epoch: [127] [190/264] learning_rate: 0.000100 loss_class: 2.102615 loss_bbox: 0.158341 loss_giou: 0.191252 loss_mask: 0.490992 loss_dice: 0.399119 loss_class_aux: 13.327349 loss_bbox_aux: 1.098166 loss_giou_aux: 1.268946 loss_mask_aux: 3.034892 loss_dice_aux: 2.458019 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.068575 eta: 5:01:14 batch_cost: 1.3295 data_cost: 0.0014 ips: 6.0173 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:05:47] ppdet.engine.callbacks INFO: Epoch: [127] [200/264] learning_rate: 0.000100 loss_class: 2.202372 loss_bbox: 0.169642 loss_giou: 0.213055 loss_mask: 0.525754 loss_dice: 0.442253 loss_class_aux: 13.957911 loss_bbox_aux: 1.174481 loss_giou_aux: 1.405576 loss_mask_aux: 3.189133 loss_dice_aux: 2.638317 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.367549 loss: 26.232142 eta: 5:01:07 batch_cost: 1.3880 data_cost: 0.0015 ips: 5.7639 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:06:01] ppdet.engine.callbacks INFO: Epoch: [127] [210/264] learning_rate: 0.000100 loss_class: 1.818981 loss_bbox: 0.123610 loss_giou: 0.212906 loss_mask: 0.318118 loss_dice: 0.402335 loss_class_aux: 11.894906 loss_bbox_aux: 0.893977 loss_giou_aux: 1.407657 loss_mask_aux: 1.940654 loss_dice_aux: 2.428461 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.618954 eta: 5:01:00 batch_cost: 1.3730 data_cost: 0.0014 ips: 5.8265 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:06:12] ppdet.engine.callbacks INFO: Epoch: [127] [220/264] learning_rate: 0.000100 loss_class: 1.847847 loss_bbox: 0.156368 loss_giou: 0.205426 loss_mask: 0.405456 loss_dice: 0.382748 loss_class_aux: 12.068821 loss_bbox_aux: 1.015187 loss_giou_aux: 1.341955 loss_mask_aux: 2.407573 loss_dice_aux: 2.302001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.681015 eta: 5:00:52 batch_cost: 1.1502 data_cost: 0.0015 ips: 6.9554 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:06:26] ppdet.engine.callbacks INFO: Epoch: [127] [230/264] learning_rate: 0.000100 loss_class: 2.118927 loss_bbox: 0.155679 loss_giou: 0.207792 loss_mask: 0.499716 loss_dice: 0.398611 loss_class_aux: 14.258011 loss_bbox_aux: 1.099125 loss_giou_aux: 1.333023 loss_mask_aux: 2.950493 loss_dice_aux: 2.406931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.140473 eta: 5:00:45 batch_cost: 1.3567 data_cost: 0.0013 ips: 5.8966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:06:40] ppdet.engine.callbacks INFO: Epoch: [127] [240/264] learning_rate: 0.000100 loss_class: 1.933879 loss_bbox: 0.130923 loss_giou: 0.200727 loss_mask: 0.334789 loss_dice: 0.343267 loss_class_aux: 12.559691 loss_bbox_aux: 0.929998 loss_giou_aux: 1.283401 loss_mask_aux: 2.042794 loss_dice_aux: 2.127822 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.798380 eta: 5:00:38 batch_cost: 1.3446 data_cost: 0.0013 ips: 5.9497 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:06:54] ppdet.engine.callbacks INFO: Epoch: [127] [250/264] learning_rate: 0.000100 loss_class: 2.085279 loss_bbox: 0.158077 loss_giou: 0.217815 loss_mask: 0.372741 loss_dice: 0.396361 loss_class_aux: 13.505822 loss_bbox_aux: 1.039094 loss_giou_aux: 1.424154 loss_mask_aux: 2.229864 loss_dice_aux: 2.385058 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.388903 loss: 24.788149 eta: 5:00:30 batch_cost: 1.3468 data_cost: 0.0013 ips: 5.9400 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:07:08] ppdet.engine.callbacks INFO: Epoch: [127] [260/264] learning_rate: 0.000100 loss_class: 2.042264 loss_bbox: 0.166055 loss_giou: 0.211249 loss_mask: 0.439761 loss_dice: 0.401447 loss_class_aux: 13.290834 loss_bbox_aux: 1.015328 loss_giou_aux: 1.420713 loss_mask_aux: 2.568449 loss_dice_aux: 2.418383 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.500527 loss: 25.777411 eta: 5:00:23 batch_cost: 1.3700 data_cost: 0.0013 ips: 5.8396 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:08:12] ppdet.engine.callbacks INFO: Epoch: [128] [  0/264] learning_rate: 0.000100 loss_class: 2.160641 loss_bbox: 0.174791 loss_giou: 0.226090 loss_mask: 0.466535 loss_dice: 0.425228 loss_class_aux: 13.929788 loss_bbox_aux: 1.116241 loss_giou_aux: 1.443903 loss_mask_aux: 2.766675 loss_dice_aux: 2.671448 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.490587 loss: 26.677868 eta: 5:00:30 batch_cost: 3.0374 data_cost: 1.5534 ips: 2.6338 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:08:27] ppdet.engine.callbacks INFO: Epoch: [128] [ 10/264] learning_rate: 0.000100 loss_class: 2.009409 loss_bbox: 0.167303 loss_giou: 0.212663 loss_mask: 0.445178 loss_dice: 0.401797 loss_class_aux: 13.030728 loss_bbox_aux: 1.090720 loss_giou_aux: 1.349402 loss_mask_aux: 2.774686 loss_dice_aux: 2.449901 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.939360 eta: 5:00:23 batch_cost: 1.4883 data_cost: 0.0048 ips: 5.3753 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:08:41] ppdet.engine.callbacks INFO: Epoch: [128] [ 20/264] learning_rate: 0.000100 loss_class: 2.013003 loss_bbox: 0.157381 loss_giou: 0.206146 loss_mask: 0.448061 loss_dice: 0.410722 loss_class_aux: 12.902006 loss_bbox_aux: 1.132531 loss_giou_aux: 1.365673 loss_mask_aux: 2.770553 loss_dice_aux: 2.534691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.417666 loss: 23.893917 eta: 5:00:16 batch_cost: 1.3763 data_cost: 0.0015 ips: 5.8127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:08:55] ppdet.engine.callbacks INFO: Epoch: [128] [ 30/264] learning_rate: 0.000100 loss_class: 2.130458 loss_bbox: 0.179794 loss_giou: 0.198204 loss_mask: 0.503865 loss_dice: 0.452551 loss_class_aux: 14.208104 loss_bbox_aux: 1.153062 loss_giou_aux: 1.276342 loss_mask_aux: 2.988538 loss_dice_aux: 2.653941 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.663447 loss: 27.257075 eta: 5:00:09 batch_cost: 1.3750 data_cost: 0.0014 ips: 5.8180 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:09:09] ppdet.engine.callbacks INFO: Epoch: [128] [ 40/264] learning_rate: 0.000100 loss_class: 1.986062 loss_bbox: 0.147121 loss_giou: 0.212231 loss_mask: 0.362192 loss_dice: 0.410613 loss_class_aux: 12.815290 loss_bbox_aux: 0.987996 loss_giou_aux: 1.394553 loss_mask_aux: 2.273990 loss_dice_aux: 2.548302 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.978456 loss: 25.032389 eta: 5:00:02 batch_cost: 1.3756 data_cost: 0.0015 ips: 5.8157 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:09:23] ppdet.engine.callbacks INFO: Epoch: [128] [ 50/264] learning_rate: 0.000100 loss_class: 2.041884 loss_bbox: 0.160417 loss_giou: 0.220632 loss_mask: 0.456595 loss_dice: 0.432253 loss_class_aux: 13.272291 loss_bbox_aux: 1.098273 loss_giou_aux: 1.455579 loss_mask_aux: 2.809786 loss_dice_aux: 2.662165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.839982 eta: 4:59:55 batch_cost: 1.3418 data_cost: 0.0016 ips: 5.9621 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:09:36] ppdet.engine.callbacks INFO: Epoch: [128] [ 60/264] learning_rate: 0.000100 loss_class: 1.944640 loss_bbox: 0.132723 loss_giou: 0.194792 loss_mask: 0.376175 loss_dice: 0.422899 loss_class_aux: 12.674402 loss_bbox_aux: 0.898870 loss_giou_aux: 1.260696 loss_mask_aux: 2.282930 loss_dice_aux: 2.612238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.567208 loss: 24.761889 eta: 4:59:47 batch_cost: 1.2886 data_cost: 0.0015 ips: 6.2084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:09:48] ppdet.engine.callbacks INFO: Epoch: [128] [ 70/264] learning_rate: 0.000100 loss_class: 1.936663 loss_bbox: 0.158913 loss_giou: 0.188396 loss_mask: 0.475890 loss_dice: 0.406190 loss_class_aux: 12.355611 loss_bbox_aux: 1.066603 loss_giou_aux: 1.260124 loss_mask_aux: 2.903841 loss_dice_aux: 2.407178 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.550740 loss: 23.947559 eta: 4:59:39 batch_cost: 1.1675 data_cost: 0.0015 ips: 6.8521 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:10:02] ppdet.engine.callbacks INFO: Epoch: [128] [ 80/264] learning_rate: 0.000100 loss_class: 1.846853 loss_bbox: 0.151489 loss_giou: 0.201957 loss_mask: 0.395188 loss_dice: 0.386530 loss_class_aux: 12.318316 loss_bbox_aux: 1.011919 loss_giou_aux: 1.284977 loss_mask_aux: 2.348336 loss_dice_aux: 2.295130 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.758781 eta: 4:59:32 batch_cost: 1.3455 data_cost: 0.0015 ips: 5.9459 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:10:15] ppdet.engine.callbacks INFO: Epoch: [128] [ 90/264] learning_rate: 0.000100 loss_class: 1.840814 loss_bbox: 0.132926 loss_giou: 0.218358 loss_mask: 0.352104 loss_dice: 0.405390 loss_class_aux: 11.825970 loss_bbox_aux: 0.922718 loss_giou_aux: 1.408991 loss_mask_aux: 2.153824 loss_dice_aux: 2.408547 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.655942 loss: 22.357101 eta: 4:59:24 batch_cost: 1.3314 data_cost: 0.0015 ips: 6.0088 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:10:17] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:10:17] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:10:28] ppdet.engine.callbacks INFO: Epoch: [128] [100/264] learning_rate: 0.000100 loss_class: 1.951709 loss_bbox: 0.147636 loss_giou: 0.226293 loss_mask: 0.372123 loss_dice: 0.461076 loss_class_aux: 12.822129 loss_bbox_aux: 0.974077 loss_giou_aux: 1.477286 loss_mask_aux: 2.214435 loss_dice_aux: 2.749777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.806044 loss: 23.960213 eta: 4:59:17 batch_cost: 1.2588 data_cost: 0.0015 ips: 6.3554 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:10:42] ppdet.engine.callbacks INFO: Epoch: [128] [110/264] learning_rate: 0.000100 loss_class: 1.940165 loss_bbox: 0.158286 loss_giou: 0.221797 loss_mask: 0.438496 loss_dice: 0.436329 loss_class_aux: 12.906806 loss_bbox_aux: 1.134027 loss_giou_aux: 1.464468 loss_mask_aux: 2.690253 loss_dice_aux: 2.590911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.879086 eta: 4:59:09 batch_cost: 1.3304 data_cost: 0.0016 ips: 6.0133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:10:55] ppdet.engine.callbacks INFO: Epoch: [128] [120/264] learning_rate: 0.000100 loss_class: 1.927232 loss_bbox: 0.142857 loss_giou: 0.203077 loss_mask: 0.407398 loss_dice: 0.419739 loss_class_aux: 12.684788 loss_bbox_aux: 0.950170 loss_giou_aux: 1.349739 loss_mask_aux: 2.482656 loss_dice_aux: 2.554582 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.432891 loss: 23.890431 eta: 4:59:02 batch_cost: 1.2973 data_cost: 0.0014 ips: 6.1665 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:11:09] ppdet.engine.callbacks INFO: Epoch: [128] [130/264] learning_rate: 0.000100 loss_class: 1.927850 loss_bbox: 0.143870 loss_giou: 0.222378 loss_mask: 0.408340 loss_dice: 0.416541 loss_class_aux: 12.205287 loss_bbox_aux: 0.969464 loss_giou_aux: 1.390871 loss_mask_aux: 2.464965 loss_dice_aux: 2.538099 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.454887 loss: 23.779567 eta: 4:58:54 batch_cost: 1.3337 data_cost: 0.0015 ips: 5.9983 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:11:23] ppdet.engine.callbacks INFO: Epoch: [128] [140/264] learning_rate: 0.000100 loss_class: 1.915084 loss_bbox: 0.181905 loss_giou: 0.218079 loss_mask: 0.495227 loss_dice: 0.413178 loss_class_aux: 12.384567 loss_bbox_aux: 1.174885 loss_giou_aux: 1.379793 loss_mask_aux: 2.881174 loss_dice_aux: 2.445633 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.288713 eta: 4:58:47 batch_cost: 1.3689 data_cost: 0.0014 ips: 5.8442 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:11:36] ppdet.engine.callbacks INFO: Epoch: [128] [150/264] learning_rate: 0.000100 loss_class: 2.163829 loss_bbox: 0.159659 loss_giou: 0.212218 loss_mask: 0.378044 loss_dice: 0.400352 loss_class_aux: 13.586883 loss_bbox_aux: 1.055899 loss_giou_aux: 1.361480 loss_mask_aux: 2.309239 loss_dice_aux: 2.393585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.463460 eta: 4:58:40 batch_cost: 1.3323 data_cost: 0.0014 ips: 6.0047 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:11:50] ppdet.engine.callbacks INFO: Epoch: [128] [160/264] learning_rate: 0.000100 loss_class: 1.973212 loss_bbox: 0.155415 loss_giou: 0.213511 loss_mask: 0.386278 loss_dice: 0.447120 loss_class_aux: 12.595124 loss_bbox_aux: 1.041122 loss_giou_aux: 1.365332 loss_mask_aux: 2.409177 loss_dice_aux: 2.691231 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.432494 eta: 4:58:32 batch_cost: 1.3474 data_cost: 0.0015 ips: 5.9372 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:12:04] ppdet.engine.callbacks INFO: Epoch: [128] [170/264] learning_rate: 0.000100 loss_class: 2.036894 loss_bbox: 0.130359 loss_giou: 0.194037 loss_mask: 0.421183 loss_dice: 0.397032 loss_class_aux: 13.023326 loss_bbox_aux: 0.916388 loss_giou_aux: 1.252168 loss_mask_aux: 2.639031 loss_dice_aux: 2.454502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.478567 loss: 23.823574 eta: 4:58:25 batch_cost: 1.3803 data_cost: 0.0015 ips: 5.7957 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:12:17] ppdet.engine.callbacks INFO: Epoch: [128] [180/264] learning_rate: 0.000100 loss_class: 1.955131 loss_bbox: 0.166862 loss_giou: 0.195667 loss_mask: 0.427184 loss_dice: 0.390184 loss_class_aux: 12.870053 loss_bbox_aux: 1.167632 loss_giou_aux: 1.305203 loss_mask_aux: 2.629546 loss_dice_aux: 2.409846 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.713039 loss: 24.612077 eta: 4:58:18 batch_cost: 1.2979 data_cost: 0.0015 ips: 6.1638 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:12:31] ppdet.engine.callbacks INFO: Epoch: [128] [190/264] learning_rate: 0.000100 loss_class: 2.081587 loss_bbox: 0.161762 loss_giou: 0.220827 loss_mask: 0.406954 loss_dice: 0.418898 loss_class_aux: 14.112498 loss_bbox_aux: 1.092914 loss_giou_aux: 1.504192 loss_mask_aux: 2.752166 loss_dice_aux: 2.553190 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.274022 eta: 4:58:10 batch_cost: 1.3284 data_cost: 0.0015 ips: 6.0225 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:12:45] ppdet.engine.callbacks INFO: Epoch: [128] [200/264] learning_rate: 0.000100 loss_class: 2.089227 loss_bbox: 0.149259 loss_giou: 0.193975 loss_mask: 0.399538 loss_dice: 0.376367 loss_class_aux: 13.028408 loss_bbox_aux: 0.978952 loss_giou_aux: 1.264548 loss_mask_aux: 2.332693 loss_dice_aux: 2.255737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.995082 eta: 4:58:03 batch_cost: 1.3618 data_cost: 0.0014 ips: 5.8748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:12:59] ppdet.engine.callbacks INFO: Epoch: [128] [210/264] learning_rate: 0.000100 loss_class: 1.975413 loss_bbox: 0.140953 loss_giou: 0.190413 loss_mask: 0.454666 loss_dice: 0.394549 loss_class_aux: 13.368630 loss_bbox_aux: 1.052466 loss_giou_aux: 1.289227 loss_mask_aux: 2.847344 loss_dice_aux: 2.432570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.588704 eta: 4:57:56 batch_cost: 1.3806 data_cost: 0.0015 ips: 5.7947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:13:13] ppdet.engine.callbacks INFO: Epoch: [128] [220/264] learning_rate: 0.000100 loss_class: 2.130185 loss_bbox: 0.198112 loss_giou: 0.218413 loss_mask: 0.539427 loss_dice: 0.432204 loss_class_aux: 13.619149 loss_bbox_aux: 1.272195 loss_giou_aux: 1.395340 loss_mask_aux: 3.205054 loss_dice_aux: 2.637572 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.017817 eta: 4:57:49 batch_cost: 1.3784 data_cost: 0.0014 ips: 5.8037 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:13:26] ppdet.engine.callbacks INFO: Epoch: [128] [230/264] learning_rate: 0.000100 loss_class: 2.142979 loss_bbox: 0.158917 loss_giou: 0.196196 loss_mask: 0.426837 loss_dice: 0.404442 loss_class_aux: 13.857676 loss_bbox_aux: 1.133658 loss_giou_aux: 1.330803 loss_mask_aux: 2.831745 loss_dice_aux: 2.557242 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.212068 eta: 4:57:41 batch_cost: 1.2894 data_cost: 0.0013 ips: 6.2042 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:13:40] ppdet.engine.callbacks INFO: Epoch: [128] [240/264] learning_rate: 0.000100 loss_class: 1.916742 loss_bbox: 0.181027 loss_giou: 0.197465 loss_mask: 0.413691 loss_dice: 0.400821 loss_class_aux: 11.913894 loss_bbox_aux: 1.178026 loss_giou_aux: 1.321570 loss_mask_aux: 2.648217 loss_dice_aux: 2.495170 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.264722 loss: 25.791436 eta: 4:57:34 batch_cost: 1.3778 data_cost: 0.0013 ips: 5.8062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:13:51] ppdet.engine.callbacks INFO: Epoch: [128] [250/264] learning_rate: 0.000100 loss_class: 1.913635 loss_bbox: 0.141934 loss_giou: 0.219709 loss_mask: 0.360885 loss_dice: 0.398847 loss_class_aux: 12.715475 loss_bbox_aux: 0.962854 loss_giou_aux: 1.445541 loss_mask_aux: 2.174329 loss_dice_aux: 2.470637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.236218 eta: 4:57:25 batch_cost: 1.0793 data_cost: 0.0014 ips: 7.4122 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:14:05] ppdet.engine.callbacks INFO: Epoch: [128] [260/264] learning_rate: 0.000100 loss_class: 2.215926 loss_bbox: 0.156019 loss_giou: 0.222172 loss_mask: 0.390605 loss_dice: 0.396015 loss_class_aux: 14.270960 loss_bbox_aux: 1.088872 loss_giou_aux: 1.487737 loss_mask_aux: 2.517514 loss_dice_aux: 2.445385 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.474629 eta: 4:57:18 batch_cost: 1.3632 data_cost: 0.0013 ips: 5.8685 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:15:10] ppdet.engine.callbacks INFO: Epoch: [129] [  0/264] learning_rate: 0.000100 loss_class: 2.304011 loss_bbox: 0.163351 loss_giou: 0.226277 loss_mask: 0.422595 loss_dice: 0.440256 loss_class_aux: 14.834629 loss_bbox_aux: 1.145055 loss_giou_aux: 1.472083 loss_mask_aux: 2.662136 loss_dice_aux: 2.650760 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.098499 eta: 4:57:25 batch_cost: 3.1033 data_cost: 1.7045 ips: 2.5779 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:15:25] ppdet.engine.callbacks INFO: Epoch: [129] [ 10/264] learning_rate: 0.000100 loss_class: 1.957094 loss_bbox: 0.162811 loss_giou: 0.235170 loss_mask: 0.425083 loss_dice: 0.422940 loss_class_aux: 12.628173 loss_bbox_aux: 1.063651 loss_giou_aux: 1.565256 loss_mask_aux: 2.690885 loss_dice_aux: 2.577390 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.506063 loss: 24.428564 eta: 4:57:18 batch_cost: 1.5093 data_cost: 0.0019 ips: 5.3005 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:15:39] ppdet.engine.callbacks INFO: Epoch: [129] [ 20/264] learning_rate: 0.000100 loss_class: 1.802803 loss_bbox: 0.126540 loss_giou: 0.199111 loss_mask: 0.298955 loss_dice: 0.382947 loss_class_aux: 11.780947 loss_bbox_aux: 0.858265 loss_giou_aux: 1.312829 loss_mask_aux: 1.864777 loss_dice_aux: 2.285760 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.582528 loss: 22.839684 eta: 4:57:11 batch_cost: 1.3621 data_cost: 0.0016 ips: 5.8732 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:15:52] ppdet.engine.callbacks INFO: Epoch: [129] [ 30/264] learning_rate: 0.000100 loss_class: 2.231772 loss_bbox: 0.173869 loss_giou: 0.219094 loss_mask: 0.536861 loss_dice: 0.458003 loss_class_aux: 13.862714 loss_bbox_aux: 1.147979 loss_giou_aux: 1.392144 loss_mask_aux: 3.277757 loss_dice_aux: 2.805011 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.251545 loss: 29.871885 eta: 4:57:03 batch_cost: 1.2699 data_cost: 0.0015 ips: 6.2997 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:16:06] ppdet.engine.callbacks INFO: Epoch: [129] [ 40/264] learning_rate: 0.000100 loss_class: 1.961190 loss_bbox: 0.164926 loss_giou: 0.217536 loss_mask: 0.384329 loss_dice: 0.409046 loss_class_aux: 12.566564 loss_bbox_aux: 1.083591 loss_giou_aux: 1.427544 loss_mask_aux: 2.266226 loss_dice_aux: 2.621512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.949073 loss: 25.547409 eta: 4:56:56 batch_cost: 1.3596 data_cost: 0.0015 ips: 5.8841 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:16:20] ppdet.engine.callbacks INFO: Epoch: [129] [ 50/264] learning_rate: 0.000100 loss_class: 1.753203 loss_bbox: 0.149525 loss_giou: 0.209647 loss_mask: 0.452203 loss_dice: 0.396230 loss_class_aux: 11.691539 loss_bbox_aux: 1.011878 loss_giou_aux: 1.327278 loss_mask_aux: 2.773699 loss_dice_aux: 2.446405 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.391801 eta: 4:56:48 batch_cost: 1.3401 data_cost: 0.0014 ips: 5.9696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:16:33] ppdet.engine.callbacks INFO: Epoch: [129] [ 60/264] learning_rate: 0.000100 loss_class: 2.192071 loss_bbox: 0.171562 loss_giou: 0.227686 loss_mask: 0.523709 loss_dice: 0.444062 loss_class_aux: 13.821309 loss_bbox_aux: 1.195413 loss_giou_aux: 1.445558 loss_mask_aux: 3.370379 loss_dice_aux: 2.757252 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.546282 eta: 4:56:41 batch_cost: 1.3333 data_cost: 0.0014 ips: 6.0001 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:16:47] ppdet.engine.callbacks INFO: Epoch: [129] [ 70/264] learning_rate: 0.000100 loss_class: 1.829515 loss_bbox: 0.145679 loss_giou: 0.206517 loss_mask: 0.323944 loss_dice: 0.364955 loss_class_aux: 11.417519 loss_bbox_aux: 0.951112 loss_giou_aux: 1.284080 loss_mask_aux: 1.982186 loss_dice_aux: 2.190574 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.718317 eta: 4:56:34 batch_cost: 1.3474 data_cost: 0.0014 ips: 5.9374 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:17:01] ppdet.engine.callbacks INFO: Epoch: [129] [ 80/264] learning_rate: 0.000100 loss_class: 1.787159 loss_bbox: 0.134964 loss_giou: 0.170011 loss_mask: 0.327348 loss_dice: 0.370205 loss_class_aux: 10.959918 loss_bbox_aux: 0.959074 loss_giou_aux: 1.175385 loss_mask_aux: 1.993199 loss_dice_aux: 2.233864 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.459067 eta: 4:56:26 batch_cost: 1.3950 data_cost: 0.0016 ips: 5.7349 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:17:14] ppdet.engine.callbacks INFO: Epoch: [129] [ 90/264] learning_rate: 0.000100 loss_class: 1.737551 loss_bbox: 0.140244 loss_giou: 0.195896 loss_mask: 0.340863 loss_dice: 0.354209 loss_class_aux: 11.458891 loss_bbox_aux: 0.928983 loss_giou_aux: 1.296821 loss_mask_aux: 2.180500 loss_dice_aux: 2.226014 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.226558 eta: 4:56:19 batch_cost: 1.2827 data_cost: 0.0014 ips: 6.2370 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:17:26] ppdet.engine.callbacks INFO: Epoch: [129] [100/264] learning_rate: 0.000100 loss_class: 2.252241 loss_bbox: 0.196178 loss_giou: 0.219609 loss_mask: 0.505198 loss_dice: 0.439551 loss_class_aux: 14.234894 loss_bbox_aux: 1.270058 loss_giou_aux: 1.415178 loss_mask_aux: 3.188050 loss_dice_aux: 2.725921 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.115989 eta: 4:56:10 batch_cost: 1.1680 data_cost: 0.0016 ips: 6.8492 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:17:40] ppdet.engine.callbacks INFO: Epoch: [129] [110/264] learning_rate: 0.000100 loss_class: 2.063440 loss_bbox: 0.151313 loss_giou: 0.232499 loss_mask: 0.411943 loss_dice: 0.428862 loss_class_aux: 12.916088 loss_bbox_aux: 0.975617 loss_giou_aux: 1.492365 loss_mask_aux: 2.473363 loss_dice_aux: 2.595692 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.148213 eta: 4:56:03 batch_cost: 1.3468 data_cost: 0.0015 ips: 5.9401 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:17:49] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:17:49] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:17:54] ppdet.engine.callbacks INFO: Epoch: [129] [120/264] learning_rate: 0.000100 loss_class: 1.895367 loss_bbox: 0.140782 loss_giou: 0.202585 loss_mask: 0.438698 loss_dice: 0.395850 loss_class_aux: 11.969030 loss_bbox_aux: 0.980764 loss_giou_aux: 1.333588 loss_mask_aux: 2.759436 loss_dice_aux: 2.427651 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.342433 eta: 4:55:56 batch_cost: 1.3647 data_cost: 0.0014 ips: 5.8622 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:18:08] ppdet.engine.callbacks INFO: Epoch: [129] [130/264] learning_rate: 0.000100 loss_class: 2.142303 loss_bbox: 0.160919 loss_giou: 0.214614 loss_mask: 0.425242 loss_dice: 0.435978 loss_class_aux: 13.608666 loss_bbox_aux: 1.109631 loss_giou_aux: 1.411570 loss_mask_aux: 2.663146 loss_dice_aux: 2.715588 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.381668 eta: 4:55:48 batch_cost: 1.3684 data_cost: 0.0015 ips: 5.8461 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:18:22] ppdet.engine.callbacks INFO: Epoch: [129] [140/264] learning_rate: 0.000100 loss_class: 1.913125 loss_bbox: 0.151043 loss_giou: 0.200909 loss_mask: 0.376273 loss_dice: 0.392422 loss_class_aux: 12.140595 loss_bbox_aux: 0.990481 loss_giou_aux: 1.276243 loss_mask_aux: 2.236597 loss_dice_aux: 2.352826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.936780 eta: 4:55:41 batch_cost: 1.3684 data_cost: 0.0014 ips: 5.8460 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:18:35] ppdet.engine.callbacks INFO: Epoch: [129] [150/264] learning_rate: 0.000100 loss_class: 1.987415 loss_bbox: 0.154772 loss_giou: 0.230487 loss_mask: 0.457788 loss_dice: 0.435710 loss_class_aux: 12.553753 loss_bbox_aux: 1.091663 loss_giou_aux: 1.468445 loss_mask_aux: 2.761647 loss_dice_aux: 2.678394 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.685980 eta: 4:55:34 batch_cost: 1.3296 data_cost: 0.0016 ips: 6.0169 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:18:49] ppdet.engine.callbacks INFO: Epoch: [129] [160/264] learning_rate: 0.000100 loss_class: 1.690876 loss_bbox: 0.146103 loss_giou: 0.201350 loss_mask: 0.414246 loss_dice: 0.407989 loss_class_aux: 10.847062 loss_bbox_aux: 0.989141 loss_giou_aux: 1.294608 loss_mask_aux: 2.519978 loss_dice_aux: 2.447248 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.546887 loss: 22.728779 eta: 4:55:26 batch_cost: 1.3430 data_cost: 0.0014 ips: 5.9570 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:19:02] ppdet.engine.callbacks INFO: Epoch: [129] [170/264] learning_rate: 0.000100 loss_class: 1.893870 loss_bbox: 0.151847 loss_giou: 0.211621 loss_mask: 0.430826 loss_dice: 0.387828 loss_class_aux: 12.040130 loss_bbox_aux: 0.944067 loss_giou_aux: 1.355294 loss_mask_aux: 2.659016 loss_dice_aux: 2.345275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.173074 eta: 4:55:19 batch_cost: 1.3135 data_cost: 0.0015 ips: 6.0904 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:19:16] ppdet.engine.callbacks INFO: Epoch: [129] [180/264] learning_rate: 0.000100 loss_class: 1.829043 loss_bbox: 0.164693 loss_giou: 0.205564 loss_mask: 0.495383 loss_dice: 0.461325 loss_class_aux: 11.581834 loss_bbox_aux: 1.061204 loss_giou_aux: 1.335406 loss_mask_aux: 2.891892 loss_dice_aux: 2.759502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.382912 eta: 4:55:11 batch_cost: 1.3600 data_cost: 0.0015 ips: 5.8824 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:19:30] ppdet.engine.callbacks INFO: Epoch: [129] [190/264] learning_rate: 0.000100 loss_class: 2.429644 loss_bbox: 0.170879 loss_giou: 0.234779 loss_mask: 0.460341 loss_dice: 0.445733 loss_class_aux: 15.153860 loss_bbox_aux: 1.097527 loss_giou_aux: 1.543978 loss_mask_aux: 2.648509 loss_dice_aux: 2.647235 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.335712 eta: 4:55:04 batch_cost: 1.3842 data_cost: 0.0015 ips: 5.7796 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:19:44] ppdet.engine.callbacks INFO: Epoch: [129] [200/264] learning_rate: 0.000100 loss_class: 2.008202 loss_bbox: 0.160390 loss_giou: 0.197796 loss_mask: 0.509219 loss_dice: 0.428843 loss_class_aux: 13.301808 loss_bbox_aux: 1.086891 loss_giou_aux: 1.294384 loss_mask_aux: 3.111734 loss_dice_aux: 2.539460 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.830202 loss: 29.090367 eta: 4:54:57 batch_cost: 1.3847 data_cost: 0.0015 ips: 5.7776 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:19:58] ppdet.engine.callbacks INFO: Epoch: [129] [210/264] learning_rate: 0.000100 loss_class: 2.157853 loss_bbox: 0.156645 loss_giou: 0.241661 loss_mask: 0.436193 loss_dice: 0.434845 loss_class_aux: 13.996737 loss_bbox_aux: 1.031348 loss_giou_aux: 1.551766 loss_mask_aux: 2.563144 loss_dice_aux: 2.715249 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.345206 loss: 26.192606 eta: 4:54:50 batch_cost: 1.3750 data_cost: 0.0016 ips: 5.8182 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:20:13] ppdet.engine.callbacks INFO: Epoch: [129] [220/264] learning_rate: 0.000100 loss_class: 2.004951 loss_bbox: 0.156758 loss_giou: 0.214988 loss_mask: 0.394055 loss_dice: 0.402287 loss_class_aux: 12.731909 loss_bbox_aux: 1.077964 loss_giou_aux: 1.396002 loss_mask_aux: 2.448036 loss_dice_aux: 2.411868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.628197 loss: 23.948857 eta: 4:54:42 batch_cost: 1.3798 data_cost: 0.0014 ips: 5.7978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:20:26] ppdet.engine.callbacks INFO: Epoch: [129] [230/264] learning_rate: 0.000100 loss_class: 1.898471 loss_bbox: 0.142452 loss_giou: 0.194828 loss_mask: 0.462500 loss_dice: 0.410465 loss_class_aux: 12.650668 loss_bbox_aux: 0.982846 loss_giou_aux: 1.284708 loss_mask_aux: 2.644866 loss_dice_aux: 2.456882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.302599 eta: 4:54:35 batch_cost: 1.3531 data_cost: 0.0013 ips: 5.9125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:20:40] ppdet.engine.callbacks INFO: Epoch: [129] [240/264] learning_rate: 0.000100 loss_class: 1.860361 loss_bbox: 0.144486 loss_giou: 0.189937 loss_mask: 0.384507 loss_dice: 0.379060 loss_class_aux: 12.112319 loss_bbox_aux: 0.959799 loss_giou_aux: 1.270494 loss_mask_aux: 2.158741 loss_dice_aux: 2.348257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.798979 loss: 22.312894 eta: 4:54:28 batch_cost: 1.3761 data_cost: 0.0013 ips: 5.8137 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:20:54] ppdet.engine.callbacks INFO: Epoch: [129] [250/264] learning_rate: 0.000100 loss_class: 2.054506 loss_bbox: 0.142036 loss_giou: 0.207193 loss_mask: 0.459234 loss_dice: 0.397756 loss_class_aux: 13.124547 loss_bbox_aux: 1.106457 loss_giou_aux: 1.315179 loss_mask_aux: 2.738978 loss_dice_aux: 2.337349 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.527898 loss: 26.911861 eta: 4:54:20 batch_cost: 1.3719 data_cost: 0.0013 ips: 5.8313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:21:08] ppdet.engine.callbacks INFO: Epoch: [129] [260/264] learning_rate: 0.000100 loss_class: 2.114303 loss_bbox: 0.184635 loss_giou: 0.233527 loss_mask: 0.428940 loss_dice: 0.438419 loss_class_aux: 13.605896 loss_bbox_aux: 1.199716 loss_giou_aux: 1.494244 loss_mask_aux: 2.602970 loss_dice_aux: 2.747389 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.401102 eta: 4:54:13 batch_cost: 1.3665 data_cost: 0.0013 ips: 5.8545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:21:56] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/129
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 05:22:01] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/129/inference/inference.yml
[05/14 05:22:01] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 05:22:02] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/129/inference
[05/14 05:22:06] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 05:22:22] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 05:22:38] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 05:22:44] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 05:22:44] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.68s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.514
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.613
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.515
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.395
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.726
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.764
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764
[05/14 05:22:46] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 5.918206089352406
[05/14 05:22:46] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 05:22:46] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/129
[05/14 05:22:46] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 05:22:46] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 05:22:49] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 05:22:55] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 05:22:55] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 05:22:55] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 05:23:15] ppdet.engine.callbacks INFO: Epoch: [130] [  0/264] learning_rate: 0.000100 loss_class: 2.077304 loss_bbox: 0.168052 loss_giou: 0.206930 loss_mask: 0.429646 loss_dice: 0.410833 loss_class_aux: 13.006094 loss_bbox_aux: 1.238531 loss_giou_aux: 1.391738 loss_mask_aux: 2.653792 loss_dice_aux: 2.579930 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.692996 eta: 4:54:19 batch_cost: 2.9994 data_cost: 1.6045 ips: 2.6672 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:23:30] ppdet.engine.callbacks INFO: Epoch: [130] [ 10/264] learning_rate: 0.000100 loss_class: 2.148116 loss_bbox: 0.146945 loss_giou: 0.200277 loss_mask: 0.376473 loss_dice: 0.407647 loss_class_aux: 13.565485 loss_bbox_aux: 1.023669 loss_giou_aux: 1.266795 loss_mask_aux: 2.276225 loss_dice_aux: 2.519675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.618581 eta: 4:54:12 batch_cost: 1.4532 data_cost: 0.0048 ips: 5.5052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:23:44] ppdet.engine.callbacks INFO: Epoch: [130] [ 20/264] learning_rate: 0.000100 loss_class: 1.922948 loss_bbox: 0.145886 loss_giou: 0.186230 loss_mask: 0.398979 loss_dice: 0.386639 loss_class_aux: 12.365243 loss_bbox_aux: 1.036908 loss_giou_aux: 1.213633 loss_mask_aux: 2.550897 loss_dice_aux: 2.481772 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.384133 eta: 4:54:05 batch_cost: 1.3690 data_cost: 0.0015 ips: 5.8436 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:23:58] ppdet.engine.callbacks INFO: Epoch: [130] [ 30/264] learning_rate: 0.000100 loss_class: 2.119462 loss_bbox: 0.141019 loss_giou: 0.205531 loss_mask: 0.407075 loss_dice: 0.413386 loss_class_aux: 13.715824 loss_bbox_aux: 0.911178 loss_giou_aux: 1.329661 loss_mask_aux: 2.444500 loss_dice_aux: 2.514361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.158026 eta: 4:53:57 batch_cost: 1.3586 data_cost: 0.0015 ips: 5.8883 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:24:12] ppdet.engine.callbacks INFO: Epoch: [130] [ 40/264] learning_rate: 0.000100 loss_class: 2.024980 loss_bbox: 0.165876 loss_giou: 0.223784 loss_mask: 0.435377 loss_dice: 0.441911 loss_class_aux: 12.924837 loss_bbox_aux: 1.096008 loss_giou_aux: 1.464312 loss_mask_aux: 2.617806 loss_dice_aux: 2.683851 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.617717 loss: 25.370026 eta: 4:53:50 batch_cost: 1.3394 data_cost: 0.0014 ips: 5.9730 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:24:23] ppdet.engine.callbacks INFO: Epoch: [130] [ 50/264] learning_rate: 0.000100 loss_class: 2.014987 loss_bbox: 0.155373 loss_giou: 0.204617 loss_mask: 0.423932 loss_dice: 0.412691 loss_class_aux: 12.965936 loss_bbox_aux: 1.031628 loss_giou_aux: 1.348091 loss_mask_aux: 2.576233 loss_dice_aux: 2.539340 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.245606 eta: 4:53:41 batch_cost: 1.1116 data_cost: 0.0015 ips: 7.1968 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:24:37] ppdet.engine.callbacks INFO: Epoch: [130] [ 60/264] learning_rate: 0.000100 loss_class: 1.928005 loss_bbox: 0.139633 loss_giou: 0.197742 loss_mask: 0.361529 loss_dice: 0.403112 loss_class_aux: 12.383303 loss_bbox_aux: 0.991837 loss_giou_aux: 1.294218 loss_mask_aux: 2.164966 loss_dice_aux: 2.407158 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.485368 loss: 22.884247 eta: 4:53:34 batch_cost: 1.3885 data_cost: 0.0015 ips: 5.7616 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:24:51] ppdet.engine.callbacks INFO: Epoch: [130] [ 70/264] learning_rate: 0.000100 loss_class: 1.963946 loss_bbox: 0.148758 loss_giou: 0.206943 loss_mask: 0.507706 loss_dice: 0.410438 loss_class_aux: 12.651333 loss_bbox_aux: 1.013508 loss_giou_aux: 1.333690 loss_mask_aux: 3.048693 loss_dice_aux: 2.489114 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.088539 eta: 4:53:26 batch_cost: 1.3625 data_cost: 0.0014 ips: 5.8714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:25:05] ppdet.engine.callbacks INFO: Epoch: [130] [ 80/264] learning_rate: 0.000100 loss_class: 1.913888 loss_bbox: 0.164460 loss_giou: 0.209757 loss_mask: 0.459618 loss_dice: 0.421788 loss_class_aux: 12.372201 loss_bbox_aux: 1.086023 loss_giou_aux: 1.354782 loss_mask_aux: 2.783629 loss_dice_aux: 2.576474 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.818489 eta: 4:53:19 batch_cost: 1.3435 data_cost: 0.0014 ips: 5.9544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:25:18] ppdet.engine.callbacks INFO: Epoch: [130] [ 90/264] learning_rate: 0.000100 loss_class: 2.035174 loss_bbox: 0.159309 loss_giou: 0.216852 loss_mask: 0.326226 loss_dice: 0.405734 loss_class_aux: 13.180886 loss_bbox_aux: 1.004947 loss_giou_aux: 1.449369 loss_mask_aux: 2.020679 loss_dice_aux: 2.477529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.498463 eta: 4:53:11 batch_cost: 1.3497 data_cost: 0.0015 ips: 5.9270 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:25:28] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:25:28] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:25:32] ppdet.engine.callbacks INFO: Epoch: [130] [100/264] learning_rate: 0.000100 loss_class: 1.719662 loss_bbox: 0.127280 loss_giou: 0.188076 loss_mask: 0.341862 loss_dice: 0.363708 loss_class_aux: 11.434186 loss_bbox_aux: 0.873206 loss_giou_aux: 1.206833 loss_mask_aux: 2.099724 loss_dice_aux: 2.210593 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.860266 loss: 22.381795 eta: 4:53:04 batch_cost: 1.3601 data_cost: 0.0016 ips: 5.8817 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:25:46] ppdet.engine.callbacks INFO: Epoch: [130] [110/264] learning_rate: 0.000100 loss_class: 1.958883 loss_bbox: 0.157109 loss_giou: 0.233337 loss_mask: 0.360841 loss_dice: 0.403384 loss_class_aux: 13.239869 loss_bbox_aux: 1.058427 loss_giou_aux: 1.530323 loss_mask_aux: 2.187737 loss_dice_aux: 2.513797 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.041835 eta: 4:52:57 batch_cost: 1.3396 data_cost: 0.0014 ips: 5.9718 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:26:00] ppdet.engine.callbacks INFO: Epoch: [130] [120/264] learning_rate: 0.000100 loss_class: 1.812920 loss_bbox: 0.141923 loss_giou: 0.204077 loss_mask: 0.385392 loss_dice: 0.395018 loss_class_aux: 12.010807 loss_bbox_aux: 1.049839 loss_giou_aux: 1.374424 loss_mask_aux: 2.348351 loss_dice_aux: 2.408378 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.822696 loss: 23.891987 eta: 4:52:49 batch_cost: 1.3869 data_cost: 0.0014 ips: 5.7684 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:26:14] ppdet.engine.callbacks INFO: Epoch: [130] [130/264] learning_rate: 0.000100 loss_class: 2.067289 loss_bbox: 0.153834 loss_giou: 0.216524 loss_mask: 0.412093 loss_dice: 0.392405 loss_class_aux: 12.991977 loss_bbox_aux: 0.996668 loss_giou_aux: 1.398734 loss_mask_aux: 2.611150 loss_dice_aux: 2.385713 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.484740 loss: 24.203671 eta: 4:52:42 batch_cost: 1.3255 data_cost: 0.0015 ips: 6.0354 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:26:27] ppdet.engine.callbacks INFO: Epoch: [130] [140/264] learning_rate: 0.000100 loss_class: 2.089377 loss_bbox: 0.139568 loss_giou: 0.210416 loss_mask: 0.366966 loss_dice: 0.404048 loss_class_aux: 13.744879 loss_bbox_aux: 0.958031 loss_giou_aux: 1.334970 loss_mask_aux: 2.262563 loss_dice_aux: 2.376803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.661222 eta: 4:52:34 batch_cost: 1.3473 data_cost: 0.0015 ips: 5.9378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:26:41] ppdet.engine.callbacks INFO: Epoch: [130] [150/264] learning_rate: 0.000100 loss_class: 2.141369 loss_bbox: 0.151618 loss_giou: 0.201698 loss_mask: 0.460131 loss_dice: 0.435333 loss_class_aux: 13.636641 loss_bbox_aux: 1.019501 loss_giou_aux: 1.336954 loss_mask_aux: 2.835280 loss_dice_aux: 2.541445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.834786 eta: 4:52:27 batch_cost: 1.3465 data_cost: 0.0014 ips: 5.9414 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:26:55] ppdet.engine.callbacks INFO: Epoch: [130] [160/264] learning_rate: 0.000100 loss_class: 2.058793 loss_bbox: 0.169183 loss_giou: 0.199330 loss_mask: 0.420092 loss_dice: 0.400974 loss_class_aux: 13.207644 loss_bbox_aux: 1.117968 loss_giou_aux: 1.291521 loss_mask_aux: 2.732047 loss_dice_aux: 2.431118 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.560633 eta: 4:52:19 batch_cost: 1.3570 data_cost: 0.0015 ips: 5.8952 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:27:08] ppdet.engine.callbacks INFO: Epoch: [130] [170/264] learning_rate: 0.000100 loss_class: 1.916356 loss_bbox: 0.157209 loss_giou: 0.200318 loss_mask: 0.374353 loss_dice: 0.395540 loss_class_aux: 11.989486 loss_bbox_aux: 1.079698 loss_giou_aux: 1.298935 loss_mask_aux: 2.294819 loss_dice_aux: 2.424804 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.385747 eta: 4:52:11 batch_cost: 1.2979 data_cost: 0.0015 ips: 6.1637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:27:22] ppdet.engine.callbacks INFO: Epoch: [130] [180/264] learning_rate: 0.000100 loss_class: 2.008886 loss_bbox: 0.156135 loss_giou: 0.205633 loss_mask: 0.371007 loss_dice: 0.388126 loss_class_aux: 12.794250 loss_bbox_aux: 1.066962 loss_giou_aux: 1.358319 loss_mask_aux: 2.318259 loss_dice_aux: 2.384686 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.442780 loss: 24.251122 eta: 4:52:04 batch_cost: 1.3602 data_cost: 0.0014 ips: 5.8816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:27:36] ppdet.engine.callbacks INFO: Epoch: [130] [190/264] learning_rate: 0.000100 loss_class: 2.064272 loss_bbox: 0.157409 loss_giou: 0.215817 loss_mask: 0.437204 loss_dice: 0.416709 loss_class_aux: 13.339702 loss_bbox_aux: 1.135002 loss_giou_aux: 1.384190 loss_mask_aux: 2.823220 loss_dice_aux: 2.525784 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.059760 eta: 4:51:57 batch_cost: 1.3612 data_cost: 0.0015 ips: 5.8771 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:27:49] ppdet.engine.callbacks INFO: Epoch: [130] [200/264] learning_rate: 0.000100 loss_class: 2.387695 loss_bbox: 0.178045 loss_giou: 0.208475 loss_mask: 0.447764 loss_dice: 0.467794 loss_class_aux: 15.751456 loss_bbox_aux: 1.153476 loss_giou_aux: 1.374057 loss_mask_aux: 2.787460 loss_dice_aux: 2.805661 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.739336 eta: 4:51:49 batch_cost: 1.2895 data_cost: 0.0015 ips: 6.2037 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:28:03] ppdet.engine.callbacks INFO: Epoch: [130] [210/264] learning_rate: 0.000100 loss_class: 1.825077 loss_bbox: 0.138818 loss_giou: 0.178836 loss_mask: 0.388413 loss_dice: 0.371911 loss_class_aux: 12.018017 loss_bbox_aux: 0.947754 loss_giou_aux: 1.224383 loss_mask_aux: 2.336306 loss_dice_aux: 2.214685 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.601242 eta: 4:51:41 batch_cost: 1.3744 data_cost: 0.0014 ips: 5.8206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:28:16] ppdet.engine.callbacks INFO: Epoch: [130] [220/264] learning_rate: 0.000100 loss_class: 1.821460 loss_bbox: 0.155047 loss_giou: 0.190632 loss_mask: 0.380104 loss_dice: 0.419278 loss_class_aux: 11.783052 loss_bbox_aux: 1.043006 loss_giou_aux: 1.266701 loss_mask_aux: 2.369896 loss_dice_aux: 2.514682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.723083 eta: 4:51:34 batch_cost: 1.3222 data_cost: 0.0014 ips: 6.0504 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:28:29] ppdet.engine.callbacks INFO: Epoch: [130] [230/264] learning_rate: 0.000100 loss_class: 2.119408 loss_bbox: 0.146405 loss_giou: 0.221286 loss_mask: 0.371495 loss_dice: 0.422235 loss_class_aux: 13.592616 loss_bbox_aux: 1.013736 loss_giou_aux: 1.448760 loss_mask_aux: 2.364437 loss_dice_aux: 2.560499 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.453580 loss: 26.321222 eta: 4:51:26 batch_cost: 1.2677 data_cost: 0.0013 ips: 6.3108 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:28:38] ppdet.engine.callbacks INFO: Epoch: [130] [240/264] learning_rate: 0.000100 loss_class: 1.960032 loss_bbox: 0.165893 loss_giou: 0.199296 loss_mask: 0.427707 loss_dice: 0.410540 loss_class_aux: 12.664059 loss_bbox_aux: 1.163841 loss_giou_aux: 1.295238 loss_mask_aux: 2.667121 loss_dice_aux: 2.483193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.667172 eta: 4:51:16 batch_cost: 0.8324 data_cost: 0.0014 ips: 9.6112 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:28:45] ppdet.engine.callbacks INFO: Epoch: [130] [250/264] learning_rate: 0.000100 loss_class: 2.043628 loss_bbox: 0.179393 loss_giou: 0.203821 loss_mask: 0.488381 loss_dice: 0.405278 loss_class_aux: 12.816580 loss_bbox_aux: 1.222656 loss_giou_aux: 1.338186 loss_mask_aux: 3.144370 loss_dice_aux: 2.538786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.441061 eta: 4:51:05 batch_cost: 0.7186 data_cost: 0.0014 ips: 11.1333 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:28:51] ppdet.engine.callbacks INFO: Epoch: [130] [260/264] learning_rate: 0.000100 loss_class: 2.095743 loss_bbox: 0.192556 loss_giou: 0.217078 loss_mask: 0.548335 loss_dice: 0.459996 loss_class_aux: 13.664157 loss_bbox_aux: 1.231004 loss_giou_aux: 1.394792 loss_mask_aux: 3.328183 loss_dice_aux: 2.747609 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.203252 eta: 4:50:53 batch_cost: 0.5450 data_cost: 0.0016 ips: 14.6786 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:29:44] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:29:44] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:29:46] ppdet.engine.callbacks INFO: Epoch: [131] [  0/264] learning_rate: 0.000100 loss_class: 1.857844 loss_bbox: 0.166979 loss_giou: 0.202020 loss_mask: 0.504277 loss_dice: 0.399337 loss_class_aux: 12.638729 loss_bbox_aux: 1.137080 loss_giou_aux: 1.360980 loss_mask_aux: 2.947848 loss_dice_aux: 2.424582 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.422876 eta: 4:50:54 batch_cost: 1.5915 data_cost: 0.9939 ips: 5.0267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:29:59] ppdet.engine.callbacks INFO: Epoch: [131] [ 10/264] learning_rate: 0.000100 loss_class: 1.984552 loss_bbox: 0.154517 loss_giou: 0.200542 loss_mask: 0.407387 loss_dice: 0.357752 loss_class_aux: 12.499841 loss_bbox_aux: 0.992711 loss_giou_aux: 1.329001 loss_mask_aux: 2.529921 loss_dice_aux: 2.236169 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.268284 eta: 4:50:45 batch_cost: 1.1950 data_cost: 0.3119 ips: 6.6947 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:05] ppdet.engine.callbacks INFO: Epoch: [131] [ 20/264] learning_rate: 0.000100 loss_class: 2.132993 loss_bbox: 0.162304 loss_giou: 0.228000 loss_mask: 0.430909 loss_dice: 0.455357 loss_class_aux: 13.716648 loss_bbox_aux: 1.164801 loss_giou_aux: 1.515270 loss_mask_aux: 2.738386 loss_dice_aux: 2.850768 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.890493 eta: 4:50:34 batch_cost: 0.6467 data_cost: 0.0023 ips: 12.3700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:12] ppdet.engine.callbacks INFO: Epoch: [131] [ 30/264] learning_rate: 0.000100 loss_class: 1.754472 loss_bbox: 0.132887 loss_giou: 0.194841 loss_mask: 0.378095 loss_dice: 0.376104 loss_class_aux: 11.476374 loss_bbox_aux: 0.906560 loss_giou_aux: 1.246064 loss_mask_aux: 2.329006 loss_dice_aux: 2.229641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.665731 eta: 4:50:23 batch_cost: 0.6150 data_cost: 0.0037 ips: 13.0074 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:18] ppdet.engine.callbacks INFO: Epoch: [131] [ 40/264] learning_rate: 0.000100 loss_class: 2.131070 loss_bbox: 0.158130 loss_giou: 0.230434 loss_mask: 0.447355 loss_dice: 0.446018 loss_class_aux: 13.354274 loss_bbox_aux: 1.050699 loss_giou_aux: 1.486989 loss_mask_aux: 2.820220 loss_dice_aux: 2.672695 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.359943 eta: 4:50:11 batch_cost: 0.5775 data_cost: 0.0020 ips: 13.8520 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:24] ppdet.engine.callbacks INFO: Epoch: [131] [ 50/264] learning_rate: 0.000100 loss_class: 1.886137 loss_bbox: 0.172076 loss_giou: 0.192958 loss_mask: 0.405787 loss_dice: 0.367727 loss_class_aux: 12.658989 loss_bbox_aux: 1.184751 loss_giou_aux: 1.288067 loss_mask_aux: 2.496374 loss_dice_aux: 2.203391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.818851 loss: 24.671101 eta: 4:50:00 batch_cost: 0.5712 data_cost: 0.0020 ips: 14.0059 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:30] ppdet.engine.callbacks INFO: Epoch: [131] [ 60/264] learning_rate: 0.000100 loss_class: 2.094919 loss_bbox: 0.169908 loss_giou: 0.214429 loss_mask: 0.449206 loss_dice: 0.412381 loss_class_aux: 13.181624 loss_bbox_aux: 1.036969 loss_giou_aux: 1.391605 loss_mask_aux: 2.594993 loss_dice_aux: 2.543193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.894163 eta: 4:49:48 batch_cost: 0.6093 data_cost: 0.0026 ips: 13.1291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:37] ppdet.engine.callbacks INFO: Epoch: [131] [ 70/264] learning_rate: 0.000100 loss_class: 1.909284 loss_bbox: 0.148154 loss_giou: 0.205860 loss_mask: 0.409685 loss_dice: 0.384793 loss_class_aux: 12.235522 loss_bbox_aux: 0.983394 loss_giou_aux: 1.317998 loss_mask_aux: 2.484290 loss_dice_aux: 2.356304 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.427217 eta: 4:49:37 batch_cost: 0.6070 data_cost: 0.0024 ips: 13.1791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:42] ppdet.engine.callbacks INFO: Epoch: [131] [ 80/264] learning_rate: 0.000100 loss_class: 2.044059 loss_bbox: 0.151725 loss_giou: 0.222144 loss_mask: 0.420493 loss_dice: 0.409411 loss_class_aux: 13.159783 loss_bbox_aux: 1.067178 loss_giou_aux: 1.455474 loss_mask_aux: 2.527444 loss_dice_aux: 2.517436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.548232 loss: 25.719518 eta: 4:49:25 batch_cost: 0.5556 data_cost: 0.0021 ips: 14.3987 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:49] ppdet.engine.callbacks INFO: Epoch: [131] [ 90/264] learning_rate: 0.000100 loss_class: 1.940624 loss_bbox: 0.138424 loss_giou: 0.206672 loss_mask: 0.374863 loss_dice: 0.409071 loss_class_aux: 12.770201 loss_bbox_aux: 0.980753 loss_giou_aux: 1.337232 loss_mask_aux: 2.425223 loss_dice_aux: 2.494174 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.225816 loss: 24.424009 eta: 4:49:14 batch_cost: 0.6180 data_cost: 0.0021 ips: 12.9456 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:30:55] ppdet.engine.callbacks INFO: Epoch: [131] [100/264] learning_rate: 0.000100 loss_class: 1.813796 loss_bbox: 0.153265 loss_giou: 0.203394 loss_mask: 0.379240 loss_dice: 0.384913 loss_class_aux: 11.861453 loss_bbox_aux: 0.986921 loss_giou_aux: 1.338523 loss_mask_aux: 2.246738 loss_dice_aux: 2.374790 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.440057 eta: 4:49:02 batch_cost: 0.6007 data_cost: 0.0021 ips: 13.3188 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:02] ppdet.engine.callbacks INFO: Epoch: [131] [110/264] learning_rate: 0.000100 loss_class: 2.020754 loss_bbox: 0.145643 loss_giou: 0.208255 loss_mask: 0.334127 loss_dice: 0.372894 loss_class_aux: 12.843322 loss_bbox_aux: 0.956986 loss_giou_aux: 1.374826 loss_mask_aux: 2.045586 loss_dice_aux: 2.385857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.061665 eta: 4:48:51 batch_cost: 0.6409 data_cost: 0.0020 ips: 12.4825 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:08] ppdet.engine.callbacks INFO: Epoch: [131] [120/264] learning_rate: 0.000100 loss_class: 1.889111 loss_bbox: 0.161891 loss_giou: 0.211618 loss_mask: 0.438421 loss_dice: 0.369102 loss_class_aux: 11.659256 loss_bbox_aux: 1.059555 loss_giou_aux: 1.335720 loss_mask_aux: 2.655066 loss_dice_aux: 2.258932 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.455247 loss: 23.275047 eta: 4:48:39 batch_cost: 0.5631 data_cost: 0.0022 ips: 14.2068 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:14] ppdet.engine.callbacks INFO: Epoch: [131] [130/264] learning_rate: 0.000100 loss_class: 1.952144 loss_bbox: 0.147728 loss_giou: 0.199122 loss_mask: 0.438270 loss_dice: 0.403039 loss_class_aux: 12.995005 loss_bbox_aux: 1.043408 loss_giou_aux: 1.322394 loss_mask_aux: 2.635325 loss_dice_aux: 2.461784 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.515946 eta: 4:48:28 batch_cost: 0.5532 data_cost: 0.0024 ips: 14.4614 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:20] ppdet.engine.callbacks INFO: Epoch: [131] [140/264] learning_rate: 0.000100 loss_class: 2.002751 loss_bbox: 0.178593 loss_giou: 0.233758 loss_mask: 0.420509 loss_dice: 0.416320 loss_class_aux: 13.107993 loss_bbox_aux: 1.157943 loss_giou_aux: 1.481839 loss_mask_aux: 2.531259 loss_dice_aux: 2.541502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.401116 loss: 26.846275 eta: 4:48:16 batch_cost: 0.5729 data_cost: 0.0021 ips: 13.9636 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:26] ppdet.engine.callbacks INFO: Epoch: [131] [150/264] learning_rate: 0.000100 loss_class: 1.903182 loss_bbox: 0.149955 loss_giou: 0.207324 loss_mask: 0.353779 loss_dice: 0.414496 loss_class_aux: 12.664211 loss_bbox_aux: 1.004544 loss_giou_aux: 1.334517 loss_mask_aux: 2.528913 loss_dice_aux: 2.579327 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.501736 loss: 24.328841 eta: 4:48:05 batch_cost: 0.5693 data_cost: 0.0021 ips: 14.0533 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:32] ppdet.engine.callbacks INFO: Epoch: [131] [160/264] learning_rate: 0.000100 loss_class: 1.835148 loss_bbox: 0.155184 loss_giou: 0.194257 loss_mask: 0.445020 loss_dice: 0.381273 loss_class_aux: 11.873564 loss_bbox_aux: 1.059296 loss_giou_aux: 1.261579 loss_mask_aux: 2.685530 loss_dice_aux: 2.298079 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.063979 eta: 4:47:53 batch_cost: 0.5585 data_cost: 0.0021 ips: 14.3250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:38] ppdet.engine.callbacks INFO: Epoch: [131] [170/264] learning_rate: 0.000100 loss_class: 1.826216 loss_bbox: 0.162821 loss_giou: 0.213150 loss_mask: 0.404507 loss_dice: 0.382917 loss_class_aux: 11.916225 loss_bbox_aux: 1.064328 loss_giou_aux: 1.341050 loss_mask_aux: 2.593034 loss_dice_aux: 2.316032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.112365 eta: 4:47:41 batch_cost: 0.5958 data_cost: 0.0021 ips: 13.4276 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:45] ppdet.engine.callbacks INFO: Epoch: [131] [180/264] learning_rate: 0.000100 loss_class: 2.154764 loss_bbox: 0.168684 loss_giou: 0.224994 loss_mask: 0.385087 loss_dice: 0.429874 loss_class_aux: 13.925606 loss_bbox_aux: 1.209669 loss_giou_aux: 1.504485 loss_mask_aux: 2.457551 loss_dice_aux: 2.702067 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.091267 loss: 26.380877 eta: 4:47:30 batch_cost: 0.6502 data_cost: 0.0026 ips: 12.3040 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:51] ppdet.engine.callbacks INFO: Epoch: [131] [190/264] learning_rate: 0.000100 loss_class: 1.909607 loss_bbox: 0.145871 loss_giou: 0.194523 loss_mask: 0.364275 loss_dice: 0.378174 loss_class_aux: 11.657058 loss_bbox_aux: 0.986445 loss_giou_aux: 1.268779 loss_mask_aux: 2.219555 loss_dice_aux: 2.266794 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.881387 eta: 4:47:19 batch_cost: 0.6140 data_cost: 0.0020 ips: 13.0291 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:31:57] ppdet.engine.callbacks INFO: Epoch: [131] [200/264] learning_rate: 0.000100 loss_class: 1.801560 loss_bbox: 0.155217 loss_giou: 0.211686 loss_mask: 0.327155 loss_dice: 0.383701 loss_class_aux: 12.110214 loss_bbox_aux: 1.010617 loss_giou_aux: 1.357840 loss_mask_aux: 1.984362 loss_dice_aux: 2.339308 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.500979 loss: 21.937999 eta: 4:47:07 batch_cost: 0.5568 data_cost: 0.0020 ips: 14.3670 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:32:03] ppdet.engine.callbacks INFO: Epoch: [131] [210/264] learning_rate: 0.000100 loss_class: 1.902406 loss_bbox: 0.141748 loss_giou: 0.213141 loss_mask: 0.353245 loss_dice: 0.387505 loss_class_aux: 12.325420 loss_bbox_aux: 1.070984 loss_giou_aux: 1.409241 loss_mask_aux: 2.270532 loss_dice_aux: 2.396258 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.565647 loss: 23.631976 eta: 4:46:56 batch_cost: 0.6212 data_cost: 0.0024 ips: 12.8784 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:32:10] ppdet.engine.callbacks INFO: Epoch: [131] [220/264] learning_rate: 0.000100 loss_class: 2.189658 loss_bbox: 0.161999 loss_giou: 0.240962 loss_mask: 0.570143 loss_dice: 0.436592 loss_class_aux: 13.548964 loss_bbox_aux: 1.098758 loss_giou_aux: 1.529642 loss_mask_aux: 3.333514 loss_dice_aux: 2.668739 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.178802 eta: 4:46:45 batch_cost: 0.6068 data_cost: 0.0025 ips: 13.1844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:32:16] ppdet.engine.callbacks INFO: Epoch: [131] [230/264] learning_rate: 0.000100 loss_class: 2.012584 loss_bbox: 0.157410 loss_giou: 0.198892 loss_mask: 0.468894 loss_dice: 0.412842 loss_class_aux: 12.787488 loss_bbox_aux: 1.059000 loss_giou_aux: 1.343603 loss_mask_aux: 2.618107 loss_dice_aux: 2.553096 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.520684 loss: 27.137813 eta: 4:46:33 batch_cost: 0.5535 data_cost: 0.0017 ips: 14.4542 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:32:21] ppdet.engine.callbacks INFO: Epoch: [131] [240/264] learning_rate: 0.000100 loss_class: 1.988948 loss_bbox: 0.158858 loss_giou: 0.197206 loss_mask: 0.356394 loss_dice: 0.392482 loss_class_aux: 12.772770 loss_bbox_aux: 1.048038 loss_giou_aux: 1.304753 loss_mask_aux: 2.133035 loss_dice_aux: 2.348961 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.939746 eta: 4:46:21 batch_cost: 0.5515 data_cost: 0.0016 ips: 14.5058 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:32:27] ppdet.engine.callbacks INFO: Epoch: [131] [250/264] learning_rate: 0.000100 loss_class: 2.135792 loss_bbox: 0.155227 loss_giou: 0.233878 loss_mask: 0.374099 loss_dice: 0.415892 loss_class_aux: 13.319128 loss_bbox_aux: 1.065641 loss_giou_aux: 1.519826 loss_mask_aux: 2.272703 loss_dice_aux: 2.547666 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.037624 eta: 4:46:10 batch_cost: 0.5440 data_cost: 0.0016 ips: 14.7065 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:32:33] ppdet.engine.callbacks INFO: Epoch: [131] [260/264] learning_rate: 0.000100 loss_class: 1.934123 loss_bbox: 0.149930 loss_giou: 0.213958 loss_mask: 0.375991 loss_dice: 0.418444 loss_class_aux: 12.701947 loss_bbox_aux: 1.000610 loss_giou_aux: 1.417023 loss_mask_aux: 2.213665 loss_dice_aux: 2.541898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.739645 eta: 4:45:58 batch_cost: 0.5826 data_cost: 0.0016 ips: 13.7322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:33:29] ppdet.engine.callbacks INFO: Epoch: [132] [  0/264] learning_rate: 0.000100 loss_class: 1.896014 loss_bbox: 0.164859 loss_giou: 0.213697 loss_mask: 0.515017 loss_dice: 0.414685 loss_class_aux: 12.932221 loss_bbox_aux: 1.074105 loss_giou_aux: 1.402702 loss_mask_aux: 3.018819 loss_dice_aux: 2.526585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.973853 eta: 4:45:59 batch_cost: 1.6571 data_cost: 1.0517 ips: 4.8276 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:33:40] ppdet.engine.callbacks INFO: Epoch: [132] [ 10/264] learning_rate: 0.000100 loss_class: 1.698926 loss_bbox: 0.136116 loss_giou: 0.184782 loss_mask: 0.320665 loss_dice: 0.328120 loss_class_aux: 11.741054 loss_bbox_aux: 0.890601 loss_giou_aux: 1.207446 loss_mask_aux: 1.974319 loss_dice_aux: 2.049456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494283 loss: 21.312795 eta: 4:45:51 batch_cost: 1.1369 data_cost: 0.1632 ips: 7.0366 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:33:48] ppdet.engine.callbacks INFO: Epoch: [132] [ 20/264] learning_rate: 0.000100 loss_class: 1.984806 loss_bbox: 0.159531 loss_giou: 0.217714 loss_mask: 0.391754 loss_dice: 0.391040 loss_class_aux: 13.011361 loss_bbox_aux: 1.028255 loss_giou_aux: 1.396690 loss_mask_aux: 2.346361 loss_dice_aux: 2.368389 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.242617 loss: 24.309554 eta: 4:45:39 batch_cost: 0.6702 data_cost: 0.0023 ips: 11.9373 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:33:54] ppdet.engine.callbacks INFO: Epoch: [132] [ 30/264] learning_rate: 0.000100 loss_class: 1.929499 loss_bbox: 0.154852 loss_giou: 0.201937 loss_mask: 0.405822 loss_dice: 0.374352 loss_class_aux: 12.503666 loss_bbox_aux: 1.121003 loss_giou_aux: 1.344696 loss_mask_aux: 2.613865 loss_dice_aux: 2.362798 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.749655 eta: 4:45:28 batch_cost: 0.6212 data_cost: 0.0023 ips: 12.8789 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:33:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:33:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:34:01] ppdet.engine.callbacks INFO: Epoch: [132] [ 40/264] learning_rate: 0.000100 loss_class: 1.800897 loss_bbox: 0.142067 loss_giou: 0.206712 loss_mask: 0.365043 loss_dice: 0.382206 loss_class_aux: 11.602694 loss_bbox_aux: 0.938009 loss_giou_aux: 1.335111 loss_mask_aux: 2.278762 loss_dice_aux: 2.299507 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.341711 eta: 4:45:17 batch_cost: 0.6326 data_cost: 0.0027 ips: 12.6462 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:08] ppdet.engine.callbacks INFO: Epoch: [132] [ 50/264] learning_rate: 0.000100 loss_class: 1.999419 loss_bbox: 0.166266 loss_giou: 0.205829 loss_mask: 0.367953 loss_dice: 0.386534 loss_class_aux: 13.309348 loss_bbox_aux: 1.060272 loss_giou_aux: 1.405406 loss_mask_aux: 2.195296 loss_dice_aux: 2.364822 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.226646 eta: 4:45:06 batch_cost: 0.6405 data_cost: 0.0030 ips: 12.4910 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:14] ppdet.engine.callbacks INFO: Epoch: [132] [ 60/264] learning_rate: 0.000100 loss_class: 1.708250 loss_bbox: 0.152967 loss_giou: 0.187608 loss_mask: 0.364715 loss_dice: 0.380984 loss_class_aux: 11.317037 loss_bbox_aux: 0.966134 loss_giou_aux: 1.204549 loss_mask_aux: 2.240969 loss_dice_aux: 2.300379 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.173158 loss: 22.784660 eta: 4:44:54 batch_cost: 0.5996 data_cost: 0.0020 ips: 13.3417 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:20] ppdet.engine.callbacks INFO: Epoch: [132] [ 70/264] learning_rate: 0.000100 loss_class: 2.077267 loss_bbox: 0.163637 loss_giou: 0.205126 loss_mask: 0.459833 loss_dice: 0.406316 loss_class_aux: 13.161124 loss_bbox_aux: 1.127500 loss_giou_aux: 1.363702 loss_mask_aux: 2.833533 loss_dice_aux: 2.528003 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.829912 eta: 4:44:43 batch_cost: 0.5988 data_cost: 0.0020 ips: 13.3611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:26] ppdet.engine.callbacks INFO: Epoch: [132] [ 80/264] learning_rate: 0.000100 loss_class: 2.150824 loss_bbox: 0.203086 loss_giou: 0.238484 loss_mask: 0.502860 loss_dice: 0.464917 loss_class_aux: 14.294273 loss_bbox_aux: 1.321398 loss_giou_aux: 1.522478 loss_mask_aux: 3.176356 loss_dice_aux: 2.794691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.346122 loss: 28.631592 eta: 4:44:32 batch_cost: 0.5975 data_cost: 0.0021 ips: 13.3893 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:33] ppdet.engine.callbacks INFO: Epoch: [132] [ 90/264] learning_rate: 0.000100 loss_class: 1.922962 loss_bbox: 0.165310 loss_giou: 0.207447 loss_mask: 0.477996 loss_dice: 0.411607 loss_class_aux: 12.389855 loss_bbox_aux: 1.120689 loss_giou_aux: 1.351830 loss_mask_aux: 2.849732 loss_dice_aux: 2.515944 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.860164 eta: 4:44:20 batch_cost: 0.5944 data_cost: 0.0022 ips: 13.4584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:39] ppdet.engine.callbacks INFO: Epoch: [132] [100/264] learning_rate: 0.000100 loss_class: 1.975936 loss_bbox: 0.171763 loss_giou: 0.194498 loss_mask: 0.488081 loss_dice: 0.395226 loss_class_aux: 12.406266 loss_bbox_aux: 1.204590 loss_giou_aux: 1.242393 loss_mask_aux: 2.861118 loss_dice_aux: 2.403966 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.404833 eta: 4:44:09 batch_cost: 0.5831 data_cost: 0.0022 ips: 13.7192 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:45] ppdet.engine.callbacks INFO: Epoch: [132] [110/264] learning_rate: 0.000100 loss_class: 1.803701 loss_bbox: 0.148620 loss_giou: 0.209342 loss_mask: 0.396907 loss_dice: 0.401853 loss_class_aux: 11.794106 loss_bbox_aux: 1.027063 loss_giou_aux: 1.379597 loss_mask_aux: 2.481832 loss_dice_aux: 2.474222 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.795768 eta: 4:43:57 batch_cost: 0.5945 data_cost: 0.0019 ips: 13.4561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:51] ppdet.engine.callbacks INFO: Epoch: [132] [120/264] learning_rate: 0.000100 loss_class: 2.339559 loss_bbox: 0.180176 loss_giou: 0.228556 loss_mask: 0.479245 loss_dice: 0.451828 loss_class_aux: 14.913819 loss_bbox_aux: 1.276921 loss_giou_aux: 1.495474 loss_mask_aux: 3.014840 loss_dice_aux: 2.796590 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.508138 eta: 4:43:46 batch_cost: 0.5994 data_cost: 0.0028 ips: 13.3463 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:34:58] ppdet.engine.callbacks INFO: Epoch: [132] [130/264] learning_rate: 0.000100 loss_class: 1.891953 loss_bbox: 0.145668 loss_giou: 0.227060 loss_mask: 0.390504 loss_dice: 0.416958 loss_class_aux: 12.533607 loss_bbox_aux: 1.004352 loss_giou_aux: 1.496537 loss_mask_aux: 2.349156 loss_dice_aux: 2.484625 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.304032 loss: 25.057039 eta: 4:43:35 batch_cost: 0.5945 data_cost: 0.0022 ips: 13.4576 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:04] ppdet.engine.callbacks INFO: Epoch: [132] [140/264] learning_rate: 0.000100 loss_class: 2.064207 loss_bbox: 0.161744 loss_giou: 0.211332 loss_mask: 0.441386 loss_dice: 0.450634 loss_class_aux: 12.908984 loss_bbox_aux: 1.084598 loss_giou_aux: 1.340615 loss_mask_aux: 2.661223 loss_dice_aux: 2.759767 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.948385 eta: 4:43:23 batch_cost: 0.5905 data_cost: 0.0022 ips: 13.5469 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:10] ppdet.engine.callbacks INFO: Epoch: [132] [150/264] learning_rate: 0.000100 loss_class: 1.688355 loss_bbox: 0.140795 loss_giou: 0.178189 loss_mask: 0.326160 loss_dice: 0.347470 loss_class_aux: 11.114100 loss_bbox_aux: 0.960216 loss_giou_aux: 1.167778 loss_mask_aux: 1.888466 loss_dice_aux: 2.104430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.435759 eta: 4:43:12 batch_cost: 0.5927 data_cost: 0.0020 ips: 13.4966 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:17] ppdet.engine.callbacks INFO: Epoch: [132] [160/264] learning_rate: 0.000100 loss_class: 2.069828 loss_bbox: 0.164293 loss_giou: 0.208344 loss_mask: 0.409315 loss_dice: 0.409202 loss_class_aux: 13.270815 loss_bbox_aux: 1.075435 loss_giou_aux: 1.365388 loss_mask_aux: 2.502146 loss_dice_aux: 2.527480 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.244498 eta: 4:43:01 batch_cost: 0.6459 data_cost: 0.0022 ips: 12.3859 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:23] ppdet.engine.callbacks INFO: Epoch: [132] [170/264] learning_rate: 0.000100 loss_class: 1.777301 loss_bbox: 0.133016 loss_giou: 0.192721 loss_mask: 0.411767 loss_dice: 0.386384 loss_class_aux: 11.687979 loss_bbox_aux: 0.923193 loss_giou_aux: 1.261430 loss_mask_aux: 2.502777 loss_dice_aux: 2.345013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.287088 loss: 23.075427 eta: 4:42:49 batch_cost: 0.5944 data_cost: 0.0019 ips: 13.4590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:29] ppdet.engine.callbacks INFO: Epoch: [132] [180/264] learning_rate: 0.000100 loss_class: 1.935106 loss_bbox: 0.150300 loss_giou: 0.222390 loss_mask: 0.424924 loss_dice: 0.447327 loss_class_aux: 12.762924 loss_bbox_aux: 0.978854 loss_giou_aux: 1.398113 loss_mask_aux: 2.501008 loss_dice_aux: 2.723959 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.942127 eta: 4:42:38 batch_cost: 0.5963 data_cost: 0.0024 ips: 13.4156 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:36] ppdet.engine.callbacks INFO: Epoch: [132] [190/264] learning_rate: 0.000100 loss_class: 2.129880 loss_bbox: 0.166897 loss_giou: 0.247367 loss_mask: 0.472440 loss_dice: 0.467789 loss_class_aux: 13.593100 loss_bbox_aux: 1.069765 loss_giou_aux: 1.557238 loss_mask_aux: 2.819975 loss_dice_aux: 2.811948 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.695111 loss: 26.549179 eta: 4:42:27 batch_cost: 0.6222 data_cost: 0.0023 ips: 12.8583 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:42] ppdet.engine.callbacks INFO: Epoch: [132] [200/264] learning_rate: 0.000100 loss_class: 2.062662 loss_bbox: 0.180054 loss_giou: 0.201167 loss_mask: 0.499578 loss_dice: 0.464368 loss_class_aux: 13.056963 loss_bbox_aux: 1.208959 loss_giou_aux: 1.301000 loss_mask_aux: 2.902346 loss_dice_aux: 2.772556 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.649933 eta: 4:42:16 batch_cost: 0.6343 data_cost: 0.0021 ips: 12.6125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:49] ppdet.engine.callbacks INFO: Epoch: [132] [210/264] learning_rate: 0.000100 loss_class: 2.097065 loss_bbox: 0.164763 loss_giou: 0.234913 loss_mask: 0.503206 loss_dice: 0.465900 loss_class_aux: 13.881032 loss_bbox_aux: 1.143558 loss_giou_aux: 1.514341 loss_mask_aux: 3.088482 loss_dice_aux: 2.872828 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.849517 loss: 26.550562 eta: 4:42:04 batch_cost: 0.6037 data_cost: 0.0022 ips: 13.2521 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:35:55] ppdet.engine.callbacks INFO: Epoch: [132] [220/264] learning_rate: 0.000100 loss_class: 2.161714 loss_bbox: 0.167720 loss_giou: 0.212795 loss_mask: 0.515540 loss_dice: 0.419373 loss_class_aux: 14.235040 loss_bbox_aux: 1.057048 loss_giou_aux: 1.377321 loss_mask_aux: 3.132285 loss_dice_aux: 2.602305 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.573408 eta: 4:41:53 batch_cost: 0.6008 data_cost: 0.0019 ips: 13.3166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:36:01] ppdet.engine.callbacks INFO: Epoch: [132] [230/264] learning_rate: 0.000100 loss_class: 2.110099 loss_bbox: 0.143989 loss_giou: 0.200199 loss_mask: 0.410697 loss_dice: 0.411053 loss_class_aux: 13.256601 loss_bbox_aux: 0.956685 loss_giou_aux: 1.288131 loss_mask_aux: 2.401285 loss_dice_aux: 2.389370 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.100820 eta: 4:41:42 batch_cost: 0.6025 data_cost: 0.0016 ips: 13.2776 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:36:07] ppdet.engine.callbacks INFO: Epoch: [132] [240/264] learning_rate: 0.000100 loss_class: 2.274502 loss_bbox: 0.159960 loss_giou: 0.212151 loss_mask: 0.593256 loss_dice: 0.457145 loss_class_aux: 14.123144 loss_bbox_aux: 1.061845 loss_giou_aux: 1.331364 loss_mask_aux: 3.419183 loss_dice_aux: 2.705351 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.477075 loss: 26.401483 eta: 4:41:30 batch_cost: 0.5924 data_cost: 0.0015 ips: 13.5051 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:36:13] ppdet.engine.callbacks INFO: Epoch: [132] [250/264] learning_rate: 0.000100 loss_class: 1.911892 loss_bbox: 0.130587 loss_giou: 0.208871 loss_mask: 0.314185 loss_dice: 0.388538 loss_class_aux: 11.920616 loss_bbox_aux: 0.881297 loss_giou_aux: 1.343670 loss_mask_aux: 1.997988 loss_dice_aux: 2.414410 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.426468 loss: 22.702823 eta: 4:41:19 batch_cost: 0.5646 data_cost: 0.0015 ips: 14.1701 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:36:19] ppdet.engine.callbacks INFO: Epoch: [132] [260/264] learning_rate: 0.000100 loss_class: 1.988427 loss_bbox: 0.134305 loss_giou: 0.210159 loss_mask: 0.357462 loss_dice: 0.393105 loss_class_aux: 12.316012 loss_bbox_aux: 0.971080 loss_giou_aux: 1.376697 loss_mask_aux: 2.313485 loss_dice_aux: 2.398244 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.471647 loss: 23.309286 eta: 4:41:07 batch_cost: 0.5043 data_cost: 0.0015 ips: 15.8643 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:37:19] ppdet.engine.callbacks INFO: Epoch: [133] [  0/264] learning_rate: 0.000100 loss_class: 1.876544 loss_bbox: 0.144424 loss_giou: 0.210129 loss_mask: 0.351723 loss_dice: 0.419687 loss_class_aux: 12.103580 loss_bbox_aux: 0.971977 loss_giou_aux: 1.333604 loss_mask_aux: 2.200101 loss_dice_aux: 2.520048 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.329081 loss: 22.579645 eta: 4:41:10 batch_cost: 2.0561 data_cost: 1.4806 ips: 3.8909 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:37:27] ppdet.engine.callbacks INFO: Epoch: [133] [ 10/264] learning_rate: 0.000100 loss_class: 1.905313 loss_bbox: 0.174910 loss_giou: 0.189495 loss_mask: 0.560679 loss_dice: 0.435381 loss_class_aux: 12.588778 loss_bbox_aux: 1.200648 loss_giou_aux: 1.226361 loss_mask_aux: 3.302715 loss_dice_aux: 2.650880 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.585873 eta: 4:41:00 batch_cost: 0.7975 data_cost: 0.0043 ips: 10.0313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:37:34] ppdet.engine.callbacks INFO: Epoch: [133] [ 20/264] learning_rate: 0.000100 loss_class: 1.879186 loss_bbox: 0.152539 loss_giou: 0.195916 loss_mask: 0.399558 loss_dice: 0.404853 loss_class_aux: 11.721293 loss_bbox_aux: 1.025372 loss_giou_aux: 1.276695 loss_mask_aux: 2.427336 loss_dice_aux: 2.436560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.268687 eta: 4:40:49 batch_cost: 0.6055 data_cost: 0.0027 ips: 13.2118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:37:41] ppdet.engine.callbacks INFO: Epoch: [133] [ 30/264] learning_rate: 0.000100 loss_class: 1.868853 loss_bbox: 0.169328 loss_giou: 0.221070 loss_mask: 0.477286 loss_dice: 0.416273 loss_class_aux: 13.001295 loss_bbox_aux: 1.097745 loss_giou_aux: 1.419592 loss_mask_aux: 2.821344 loss_dice_aux: 2.548362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.519585 loss: 25.490897 eta: 4:40:38 batch_cost: 0.6826 data_cost: 0.0031 ips: 11.7200 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:37:47] ppdet.engine.callbacks INFO: Epoch: [133] [ 40/264] learning_rate: 0.000100 loss_class: 1.860071 loss_bbox: 0.180515 loss_giou: 0.198587 loss_mask: 0.436062 loss_dice: 0.373746 loss_class_aux: 12.563741 loss_bbox_aux: 1.176475 loss_giou_aux: 1.274158 loss_mask_aux: 2.621061 loss_dice_aux: 2.291658 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.550833 loss: 23.293245 eta: 4:40:26 batch_cost: 0.5726 data_cost: 0.0020 ips: 13.9714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:37:53] ppdet.engine.callbacks INFO: Epoch: [133] [ 50/264] learning_rate: 0.000100 loss_class: 2.020898 loss_bbox: 0.153602 loss_giou: 0.234009 loss_mask: 0.429967 loss_dice: 0.433220 loss_class_aux: 13.202321 loss_bbox_aux: 1.014149 loss_giou_aux: 1.463554 loss_mask_aux: 2.658699 loss_dice_aux: 2.592384 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.468637 eta: 4:40:15 batch_cost: 0.5852 data_cost: 0.0028 ips: 13.6696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:00] ppdet.engine.callbacks INFO: Epoch: [133] [ 60/264] learning_rate: 0.000100 loss_class: 2.201033 loss_bbox: 0.168509 loss_giou: 0.217470 loss_mask: 0.498329 loss_dice: 0.407559 loss_class_aux: 13.917242 loss_bbox_aux: 1.107283 loss_giou_aux: 1.385769 loss_mask_aux: 3.101148 loss_dice_aux: 2.442230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.205184 eta: 4:40:04 batch_cost: 0.6485 data_cost: 0.0024 ips: 12.3352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:01] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:38:01] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:38:07] ppdet.engine.callbacks INFO: Epoch: [133] [ 70/264] learning_rate: 0.000100 loss_class: 1.904148 loss_bbox: 0.167733 loss_giou: 0.183491 loss_mask: 0.450391 loss_dice: 0.410118 loss_class_aux: 12.505492 loss_bbox_aux: 1.093011 loss_giou_aux: 1.193305 loss_mask_aux: 2.676312 loss_dice_aux: 2.434213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.346688 eta: 4:39:53 batch_cost: 0.6623 data_cost: 0.0023 ips: 12.0788 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:13] ppdet.engine.callbacks INFO: Epoch: [133] [ 80/264] learning_rate: 0.000100 loss_class: 1.799702 loss_bbox: 0.147008 loss_giou: 0.192772 loss_mask: 0.403303 loss_dice: 0.362894 loss_class_aux: 11.980172 loss_bbox_aux: 1.029957 loss_giou_aux: 1.274250 loss_mask_aux: 2.453510 loss_dice_aux: 2.221207 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.413589 loss: 22.104644 eta: 4:39:41 batch_cost: 0.5579 data_cost: 0.0029 ips: 14.3407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:19] ppdet.engine.callbacks INFO: Epoch: [133] [ 90/264] learning_rate: 0.000100 loss_class: 1.921833 loss_bbox: 0.164878 loss_giou: 0.209184 loss_mask: 0.442272 loss_dice: 0.398851 loss_class_aux: 12.296912 loss_bbox_aux: 1.011177 loss_giou_aux: 1.326326 loss_mask_aux: 2.547614 loss_dice_aux: 2.400694 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.905927 eta: 4:39:30 batch_cost: 0.6181 data_cost: 0.0023 ips: 12.9427 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:26] ppdet.engine.callbacks INFO: Epoch: [133] [100/264] learning_rate: 0.000100 loss_class: 2.253039 loss_bbox: 0.138523 loss_giou: 0.199286 loss_mask: 0.367799 loss_dice: 0.385266 loss_class_aux: 14.189880 loss_bbox_aux: 0.976109 loss_giou_aux: 1.314821 loss_mask_aux: 2.383589 loss_dice_aux: 2.385861 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.013358 loss: 26.228661 eta: 4:39:19 batch_cost: 0.6450 data_cost: 0.0032 ips: 12.4028 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:32] ppdet.engine.callbacks INFO: Epoch: [133] [110/264] learning_rate: 0.000100 loss_class: 1.966196 loss_bbox: 0.143013 loss_giou: 0.196892 loss_mask: 0.359353 loss_dice: 0.394103 loss_class_aux: 12.699542 loss_bbox_aux: 0.968542 loss_giou_aux: 1.287237 loss_mask_aux: 2.262909 loss_dice_aux: 2.336714 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.286627 eta: 4:39:08 batch_cost: 0.6077 data_cost: 0.0025 ips: 13.1634 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:39] ppdet.engine.callbacks INFO: Epoch: [133] [120/264] learning_rate: 0.000100 loss_class: 2.050735 loss_bbox: 0.182250 loss_giou: 0.217325 loss_mask: 0.481475 loss_dice: 0.442245 loss_class_aux: 12.804914 loss_bbox_aux: 1.262826 loss_giou_aux: 1.370461 loss_mask_aux: 2.982769 loss_dice_aux: 2.710898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.511548 eta: 4:38:57 batch_cost: 0.5977 data_cost: 0.0023 ips: 13.3855 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:45] ppdet.engine.callbacks INFO: Epoch: [133] [130/264] learning_rate: 0.000100 loss_class: 2.045381 loss_bbox: 0.162004 loss_giou: 0.236183 loss_mask: 0.405798 loss_dice: 0.475701 loss_class_aux: 13.618782 loss_bbox_aux: 1.014110 loss_giou_aux: 1.512549 loss_mask_aux: 2.440645 loss_dice_aux: 2.921605 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.453390 loss: 25.628252 eta: 4:38:45 batch_cost: 0.6204 data_cost: 0.0023 ips: 12.8958 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:51] ppdet.engine.callbacks INFO: Epoch: [133] [140/264] learning_rate: 0.000100 loss_class: 2.109287 loss_bbox: 0.144322 loss_giou: 0.206579 loss_mask: 0.356705 loss_dice: 0.395506 loss_class_aux: 13.132926 loss_bbox_aux: 0.935642 loss_giou_aux: 1.361221 loss_mask_aux: 2.207722 loss_dice_aux: 2.380163 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.329766 loss: 26.143494 eta: 4:38:34 batch_cost: 0.6082 data_cost: 0.0021 ips: 13.1540 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:38:58] ppdet.engine.callbacks INFO: Epoch: [133] [150/264] learning_rate: 0.000100 loss_class: 1.968939 loss_bbox: 0.146951 loss_giou: 0.195389 loss_mask: 0.357415 loss_dice: 0.396494 loss_class_aux: 12.203300 loss_bbox_aux: 0.961038 loss_giou_aux: 1.379086 loss_mask_aux: 2.190246 loss_dice_aux: 2.490718 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.975087 eta: 4:38:23 batch_cost: 0.5871 data_cost: 0.0022 ips: 13.6273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:04] ppdet.engine.callbacks INFO: Epoch: [133] [160/264] learning_rate: 0.000100 loss_class: 1.929156 loss_bbox: 0.161061 loss_giou: 0.209784 loss_mask: 0.448588 loss_dice: 0.400753 loss_class_aux: 12.538517 loss_bbox_aux: 1.098313 loss_giou_aux: 1.332282 loss_mask_aux: 2.665923 loss_dice_aux: 2.420640 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.773829 eta: 4:38:12 batch_cost: 0.6083 data_cost: 0.0027 ips: 13.1505 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:10] ppdet.engine.callbacks INFO: Epoch: [133] [170/264] learning_rate: 0.000100 loss_class: 1.899528 loss_bbox: 0.145389 loss_giou: 0.202935 loss_mask: 0.372998 loss_dice: 0.384552 loss_class_aux: 12.366870 loss_bbox_aux: 1.051663 loss_giou_aux: 1.335394 loss_mask_aux: 2.321587 loss_dice_aux: 2.403490 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.168621 eta: 4:38:00 batch_cost: 0.6042 data_cost: 0.0021 ips: 13.2407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:17] ppdet.engine.callbacks INFO: Epoch: [133] [180/264] learning_rate: 0.000100 loss_class: 2.017057 loss_bbox: 0.161331 loss_giou: 0.202031 loss_mask: 0.440284 loss_dice: 0.399939 loss_class_aux: 13.049934 loss_bbox_aux: 1.102098 loss_giou_aux: 1.242575 loss_mask_aux: 2.723518 loss_dice_aux: 2.416622 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.667655 eta: 4:37:49 batch_cost: 0.5948 data_cost: 0.0023 ips: 13.4492 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:23] ppdet.engine.callbacks INFO: Epoch: [133] [190/264] learning_rate: 0.000100 loss_class: 2.089538 loss_bbox: 0.157301 loss_giou: 0.213629 loss_mask: 0.381284 loss_dice: 0.400061 loss_class_aux: 13.275801 loss_bbox_aux: 1.029124 loss_giou_aux: 1.368625 loss_mask_aux: 2.383842 loss_dice_aux: 2.399707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.494912 loss: 25.802249 eta: 4:37:38 batch_cost: 0.6175 data_cost: 0.0021 ips: 12.9561 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:29] ppdet.engine.callbacks INFO: Epoch: [133] [200/264] learning_rate: 0.000100 loss_class: 2.074226 loss_bbox: 0.157537 loss_giou: 0.215504 loss_mask: 0.407724 loss_dice: 0.406855 loss_class_aux: 13.182417 loss_bbox_aux: 1.074752 loss_giou_aux: 1.394879 loss_mask_aux: 2.487959 loss_dice_aux: 2.513340 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.672010 eta: 4:37:27 batch_cost: 0.6070 data_cost: 0.0024 ips: 13.1806 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:35] ppdet.engine.callbacks INFO: Epoch: [133] [210/264] learning_rate: 0.000100 loss_class: 1.968139 loss_bbox: 0.138779 loss_giou: 0.210698 loss_mask: 0.340037 loss_dice: 0.375564 loss_class_aux: 12.554479 loss_bbox_aux: 0.942138 loss_giou_aux: 1.401234 loss_mask_aux: 2.094814 loss_dice_aux: 2.342789 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483930 loss: 24.207556 eta: 4:37:15 batch_cost: 0.5677 data_cost: 0.0021 ips: 14.0932 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:42] ppdet.engine.callbacks INFO: Epoch: [133] [220/264] learning_rate: 0.000100 loss_class: 1.989338 loss_bbox: 0.154699 loss_giou: 0.234552 loss_mask: 0.403013 loss_dice: 0.394827 loss_class_aux: 12.647002 loss_bbox_aux: 1.029382 loss_giou_aux: 1.473211 loss_mask_aux: 2.348346 loss_dice_aux: 2.399293 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.719294 loss: 24.160941 eta: 4:37:04 batch_cost: 0.6065 data_cost: 0.0020 ips: 13.1901 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:48] ppdet.engine.callbacks INFO: Epoch: [133] [230/264] learning_rate: 0.000100 loss_class: 1.944259 loss_bbox: 0.166456 loss_giou: 0.179082 loss_mask: 0.433905 loss_dice: 0.373770 loss_class_aux: 12.469089 loss_bbox_aux: 1.082536 loss_giou_aux: 1.160683 loss_mask_aux: 2.585499 loss_dice_aux: 2.391332 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.405375 eta: 4:36:53 batch_cost: 0.6103 data_cost: 0.0016 ips: 13.1078 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:39:54] ppdet.engine.callbacks INFO: Epoch: [133] [240/264] learning_rate: 0.000100 loss_class: 1.980477 loss_bbox: 0.139558 loss_giou: 0.198483 loss_mask: 0.359648 loss_dice: 0.388437 loss_class_aux: 12.380085 loss_bbox_aux: 0.942462 loss_giou_aux: 1.287118 loss_mask_aux: 2.095296 loss_dice_aux: 2.409200 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.084332 eta: 4:36:41 batch_cost: 0.5447 data_cost: 0.0016 ips: 14.6877 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:40:00] ppdet.engine.callbacks INFO: Epoch: [133] [250/264] learning_rate: 0.000100 loss_class: 1.761344 loss_bbox: 0.164573 loss_giou: 0.186922 loss_mask: 0.413754 loss_dice: 0.389906 loss_class_aux: 11.689741 loss_bbox_aux: 1.090652 loss_giou_aux: 1.192502 loss_mask_aux: 2.487288 loss_dice_aux: 2.350404 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.375056 loss: 22.442786 eta: 4:36:30 batch_cost: 0.5536 data_cost: 0.0015 ips: 14.4510 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:40:05] ppdet.engine.callbacks INFO: Epoch: [133] [260/264] learning_rate: 0.000100 loss_class: 2.082081 loss_bbox: 0.212450 loss_giou: 0.220530 loss_mask: 0.489835 loss_dice: 0.417151 loss_class_aux: 13.161594 loss_bbox_aux: 1.398211 loss_giou_aux: 1.407691 loss_mask_aux: 2.847574 loss_dice_aux: 2.538712 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.980515 eta: 4:36:18 batch_cost: 0.5561 data_cost: 0.0016 ips: 14.3866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:06] ppdet.engine.callbacks INFO: Epoch: [134] [  0/264] learning_rate: 0.000100 loss_class: 2.003564 loss_bbox: 0.168323 loss_giou: 0.220530 loss_mask: 0.426255 loss_dice: 0.417151 loss_class_aux: 12.891627 loss_bbox_aux: 1.097106 loss_giou_aux: 1.406996 loss_mask_aux: 2.499109 loss_dice_aux: 2.538712 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557389 loss: 26.980515 eta: 4:36:21 batch_cost: 2.1205 data_cost: 1.5022 ips: 3.7726 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:14] ppdet.engine.callbacks INFO: Epoch: [134] [ 10/264] learning_rate: 0.000100 loss_class: 1.960994 loss_bbox: 0.139959 loss_giou: 0.212361 loss_mask: 0.305884 loss_dice: 0.432568 loss_class_aux: 12.568031 loss_bbox_aux: 0.949849 loss_giou_aux: 1.349846 loss_mask_aux: 1.843083 loss_dice_aux: 2.625943 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.761621 eta: 4:36:11 batch_cost: 0.7774 data_cost: 0.0040 ips: 10.2906 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:22] ppdet.engine.callbacks INFO: Epoch: [134] [ 20/264] learning_rate: 0.000100 loss_class: 1.794904 loss_bbox: 0.153228 loss_giou: 0.182009 loss_mask: 0.432442 loss_dice: 0.366762 loss_class_aux: 11.146114 loss_bbox_aux: 1.113313 loss_giou_aux: 1.231819 loss_mask_aux: 2.812432 loss_dice_aux: 2.358752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.353665 eta: 4:36:00 batch_cost: 0.6633 data_cost: 0.0031 ips: 12.0601 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:28] ppdet.engine.callbacks INFO: Epoch: [134] [ 30/264] learning_rate: 0.000100 loss_class: 1.793535 loss_bbox: 0.150643 loss_giou: 0.177187 loss_mask: 0.391393 loss_dice: 0.370920 loss_class_aux: 11.099523 loss_bbox_aux: 0.996353 loss_giou_aux: 1.164137 loss_mask_aux: 2.347486 loss_dice_aux: 2.255709 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.435614 eta: 4:35:49 batch_cost: 0.6148 data_cost: 0.0024 ips: 13.0127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:34] ppdet.engine.callbacks INFO: Epoch: [134] [ 40/264] learning_rate: 0.000100 loss_class: 2.065750 loss_bbox: 0.137859 loss_giou: 0.200290 loss_mask: 0.319529 loss_dice: 0.368707 loss_class_aux: 12.965487 loss_bbox_aux: 0.915503 loss_giou_aux: 1.341938 loss_mask_aux: 2.015576 loss_dice_aux: 2.316052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.872228 loss: 24.457308 eta: 4:35:38 batch_cost: 0.5915 data_cost: 0.0021 ips: 13.5250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:41] ppdet.engine.callbacks INFO: Epoch: [134] [ 50/264] learning_rate: 0.000100 loss_class: 1.896634 loss_bbox: 0.154558 loss_giou: 0.206413 loss_mask: 0.464049 loss_dice: 0.399146 loss_class_aux: 12.140773 loss_bbox_aux: 1.073384 loss_giou_aux: 1.289169 loss_mask_aux: 2.897275 loss_dice_aux: 2.398337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.480657 loss: 24.433543 eta: 4:35:26 batch_cost: 0.6166 data_cost: 0.0022 ips: 12.9747 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:47] ppdet.engine.callbacks INFO: Epoch: [134] [ 60/264] learning_rate: 0.000100 loss_class: 1.912101 loss_bbox: 0.177606 loss_giou: 0.219738 loss_mask: 0.520817 loss_dice: 0.422280 loss_class_aux: 12.542024 loss_bbox_aux: 1.154462 loss_giou_aux: 1.401875 loss_mask_aux: 3.275728 loss_dice_aux: 2.518872 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.356997 loss: 23.655156 eta: 4:35:15 batch_cost: 0.6210 data_cost: 0.0023 ips: 12.8831 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:53] ppdet.engine.callbacks INFO: Epoch: [134] [ 70/264] learning_rate: 0.000100 loss_class: 1.935112 loss_bbox: 0.144378 loss_giou: 0.214973 loss_mask: 0.375551 loss_dice: 0.415001 loss_class_aux: 12.221522 loss_bbox_aux: 0.923670 loss_giou_aux: 1.381564 loss_mask_aux: 2.302544 loss_dice_aux: 2.439737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.839589 loss: 23.643562 eta: 4:35:04 batch_cost: 0.5827 data_cost: 0.0028 ips: 13.7294 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:41:59] ppdet.engine.callbacks INFO: Epoch: [134] [ 80/264] learning_rate: 0.000100 loss_class: 1.950394 loss_bbox: 0.167286 loss_giou: 0.206471 loss_mask: 0.407083 loss_dice: 0.426566 loss_class_aux: 12.551088 loss_bbox_aux: 1.140283 loss_giou_aux: 1.304345 loss_mask_aux: 2.581830 loss_dice_aux: 2.518077 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.170231 loss: 24.327215 eta: 4:34:53 batch_cost: 0.5765 data_cost: 0.0020 ips: 13.8758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:06] ppdet.engine.callbacks INFO: Epoch: [134] [ 90/264] learning_rate: 0.000100 loss_class: 1.843279 loss_bbox: 0.130654 loss_giou: 0.189933 loss_mask: 0.352184 loss_dice: 0.395568 loss_class_aux: 11.709308 loss_bbox_aux: 0.841648 loss_giou_aux: 1.266902 loss_mask_aux: 2.084979 loss_dice_aux: 2.485283 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.929191 loss: 23.525293 eta: 4:34:41 batch_cost: 0.6204 data_cost: 0.0023 ips: 12.8949 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:12] ppdet.engine.callbacks INFO: Epoch: [134] [100/264] learning_rate: 0.000100 loss_class: 1.879241 loss_bbox: 0.141968 loss_giou: 0.203575 loss_mask: 0.389499 loss_dice: 0.408809 loss_class_aux: 11.758190 loss_bbox_aux: 0.940003 loss_giou_aux: 1.302668 loss_mask_aux: 2.427170 loss_dice_aux: 2.468344 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.828544 loss: 23.512276 eta: 4:34:30 batch_cost: 0.5959 data_cost: 0.0021 ips: 13.4255 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:18] ppdet.engine.callbacks INFO: Epoch: [134] [110/264] learning_rate: 0.000100 loss_class: 2.094787 loss_bbox: 0.171032 loss_giou: 0.235297 loss_mask: 0.524015 loss_dice: 0.460146 loss_class_aux: 13.071183 loss_bbox_aux: 1.162726 loss_giou_aux: 1.520076 loss_mask_aux: 3.306407 loss_dice_aux: 2.838883 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.723405 loss: 28.438571 eta: 4:34:19 batch_cost: 0.5993 data_cost: 0.0022 ips: 13.3489 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:25] ppdet.engine.callbacks INFO: Epoch: [134] [120/264] learning_rate: 0.000100 loss_class: 1.921087 loss_bbox: 0.132765 loss_giou: 0.213134 loss_mask: 0.381284 loss_dice: 0.391626 loss_class_aux: 12.557333 loss_bbox_aux: 0.961771 loss_giou_aux: 1.343773 loss_mask_aux: 2.238927 loss_dice_aux: 2.376275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.649315 loss: 23.587155 eta: 4:34:08 batch_cost: 0.5980 data_cost: 0.0022 ips: 13.3783 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:31] ppdet.engine.callbacks INFO: Epoch: [134] [130/264] learning_rate: 0.000100 loss_class: 2.305500 loss_bbox: 0.148409 loss_giou: 0.220590 loss_mask: 0.476421 loss_dice: 0.418804 loss_class_aux: 14.426209 loss_bbox_aux: 1.002910 loss_giou_aux: 1.415357 loss_mask_aux: 2.935752 loss_dice_aux: 2.521567 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483166 loss: 27.366955 eta: 4:33:57 batch_cost: 0.6367 data_cost: 0.0025 ips: 12.5642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:38] ppdet.engine.callbacks INFO: Epoch: [134] [140/264] learning_rate: 0.000100 loss_class: 2.366994 loss_bbox: 0.186511 loss_giou: 0.219473 loss_mask: 0.550732 loss_dice: 0.460752 loss_class_aux: 14.705146 loss_bbox_aux: 1.124028 loss_giou_aux: 1.359152 loss_mask_aux: 3.331968 loss_dice_aux: 2.714994 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 28.637613 eta: 4:33:46 batch_cost: 0.6195 data_cost: 0.0022 ips: 12.9127 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:44] ppdet.engine.callbacks INFO: Epoch: [134] [150/264] learning_rate: 0.000100 loss_class: 1.946635 loss_bbox: 0.144179 loss_giou: 0.206944 loss_mask: 0.443161 loss_dice: 0.416846 loss_class_aux: 12.247630 loss_bbox_aux: 0.966925 loss_giou_aux: 1.375293 loss_mask_aux: 2.726813 loss_dice_aux: 2.471186 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.481612 loss: 22.814508 eta: 4:33:34 batch_cost: 0.5817 data_cost: 0.0022 ips: 13.7534 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:50] ppdet.engine.callbacks INFO: Epoch: [134] [160/264] learning_rate: 0.000100 loss_class: 1.815298 loss_bbox: 0.134551 loss_giou: 0.218459 loss_mask: 0.371309 loss_dice: 0.391534 loss_class_aux: 11.515901 loss_bbox_aux: 0.896130 loss_giou_aux: 1.386253 loss_mask_aux: 2.180519 loss_dice_aux: 2.359833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.973836 loss: 22.519969 eta: 4:33:23 batch_cost: 0.6131 data_cost: 0.0021 ips: 13.0480 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:42:56] ppdet.engine.callbacks INFO: Epoch: [134] [170/264] learning_rate: 0.000100 loss_class: 2.000695 loss_bbox: 0.145593 loss_giou: 0.188331 loss_mask: 0.402212 loss_dice: 0.394845 loss_class_aux: 12.205335 loss_bbox_aux: 1.004313 loss_giou_aux: 1.234658 loss_mask_aux: 2.385083 loss_dice_aux: 2.367255 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.479700 loss: 23.502071 eta: 4:33:12 batch_cost: 0.5823 data_cost: 0.0020 ips: 13.7375 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:02] ppdet.engine.callbacks INFO: Epoch: [134] [180/264] learning_rate: 0.000100 loss_class: 1.882197 loss_bbox: 0.150248 loss_giou: 0.194499 loss_mask: 0.380286 loss_dice: 0.401897 loss_class_aux: 12.475939 loss_bbox_aux: 1.038255 loss_giou_aux: 1.278081 loss_mask_aux: 2.454814 loss_dice_aux: 2.475288 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.985937 eta: 4:33:00 batch_cost: 0.5430 data_cost: 0.0022 ips: 14.7320 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:08] ppdet.engine.callbacks INFO: Epoch: [134] [190/264] learning_rate: 0.000100 loss_class: 1.901145 loss_bbox: 0.168252 loss_giou: 0.192511 loss_mask: 0.441590 loss_dice: 0.426500 loss_class_aux: 12.610854 loss_bbox_aux: 1.096895 loss_giou_aux: 1.262946 loss_mask_aux: 2.637410 loss_dice_aux: 2.593140 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.511357 loss: 24.118515 eta: 4:32:49 batch_cost: 0.5969 data_cost: 0.0023 ips: 13.4017 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:10] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:43:10] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:43:15] ppdet.engine.callbacks INFO: Epoch: [134] [200/264] learning_rate: 0.000100 loss_class: 1.958525 loss_bbox: 0.142074 loss_giou: 0.202049 loss_mask: 0.334853 loss_dice: 0.369257 loss_class_aux: 12.342696 loss_bbox_aux: 0.950333 loss_giou_aux: 1.245549 loss_mask_aux: 1.980921 loss_dice_aux: 2.216176 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.630424 loss: 22.239258 eta: 4:32:38 batch_cost: 0.5875 data_cost: 0.0023 ips: 13.6166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:21] ppdet.engine.callbacks INFO: Epoch: [134] [210/264] learning_rate: 0.000100 loss_class: 1.838216 loss_bbox: 0.156109 loss_giou: 0.220420 loss_mask: 0.378888 loss_dice: 0.396526 loss_class_aux: 11.266341 loss_bbox_aux: 1.014300 loss_giou_aux: 1.411336 loss_mask_aux: 2.553189 loss_dice_aux: 2.443414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.780362 eta: 4:32:27 batch_cost: 0.6423 data_cost: 0.0024 ips: 12.4544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:27] ppdet.engine.callbacks INFO: Epoch: [134] [220/264] learning_rate: 0.000100 loss_class: 2.023082 loss_bbox: 0.150498 loss_giou: 0.191342 loss_mask: 0.413598 loss_dice: 0.383203 loss_class_aux: 12.525127 loss_bbox_aux: 0.960436 loss_giou_aux: 1.272332 loss_mask_aux: 2.560346 loss_dice_aux: 2.379906 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.200215 eta: 4:32:16 batch_cost: 0.5694 data_cost: 0.0023 ips: 14.0487 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:33] ppdet.engine.callbacks INFO: Epoch: [134] [230/264] learning_rate: 0.000100 loss_class: 2.011581 loss_bbox: 0.144867 loss_giou: 0.196719 loss_mask: 0.394591 loss_dice: 0.422524 loss_class_aux: 12.295285 loss_bbox_aux: 0.963066 loss_giou_aux: 1.269210 loss_mask_aux: 2.366991 loss_dice_aux: 2.621302 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.550415 loss: 24.534061 eta: 4:32:04 batch_cost: 0.5625 data_cost: 0.0024 ips: 14.2233 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:39] ppdet.engine.callbacks INFO: Epoch: [134] [240/264] learning_rate: 0.000100 loss_class: 1.831147 loss_bbox: 0.150425 loss_giou: 0.190603 loss_mask: 0.400679 loss_dice: 0.396668 loss_class_aux: 12.242721 loss_bbox_aux: 1.000737 loss_giou_aux: 1.239704 loss_mask_aux: 2.473066 loss_dice_aux: 2.463642 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.821004 loss: 25.072433 eta: 4:31:53 batch_cost: 0.5835 data_cost: 0.0025 ips: 13.7099 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:46] ppdet.engine.callbacks INFO: Epoch: [134] [250/264] learning_rate: 0.000100 loss_class: 1.959350 loss_bbox: 0.138202 loss_giou: 0.180644 loss_mask: 0.387494 loss_dice: 0.377965 loss_class_aux: 12.523097 loss_bbox_aux: 0.963280 loss_giou_aux: 1.200860 loss_mask_aux: 2.375962 loss_dice_aux: 2.267530 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.974249 loss: 24.292933 eta: 4:31:42 batch_cost: 0.6149 data_cost: 0.0018 ips: 13.0092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:43:52] ppdet.engine.callbacks INFO: Epoch: [134] [260/264] learning_rate: 0.000100 loss_class: 1.996198 loss_bbox: 0.167380 loss_giou: 0.217463 loss_mask: 0.477516 loss_dice: 0.431917 loss_class_aux: 12.500426 loss_bbox_aux: 1.096674 loss_giou_aux: 1.392312 loss_mask_aux: 2.964131 loss_dice_aux: 2.643629 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.951388 eta: 4:31:31 batch_cost: 0.5628 data_cost: 0.0016 ips: 14.2154 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:44:37] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/134
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 05:44:42] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/134/inference/inference.yml
[05/14 05:44:42] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 05:44:43] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/134/inference
[05/14 05:44:47] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 05:44:55] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 05:45:03] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 05:45:07] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 05:45:07] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.509
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.710
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.607
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.399
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.730
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.762
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
[05/14 05:45:09] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.25449237934813
[05/14 05:45:09] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 05:45:09] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/134
[05/14 05:45:09] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 05:45:09] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 05:45:12] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 05:45:18] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 05:45:18] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 05:45:18] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 05:45:35] ppdet.engine.callbacks INFO: Epoch: [135] [  0/264] learning_rate: 0.000100 loss_class: 1.964192 loss_bbox: 0.170624 loss_giou: 0.225397 loss_mask: 0.503084 loss_dice: 0.438151 loss_class_aux: 12.331628 loss_bbox_aux: 1.124194 loss_giou_aux: 1.450665 loss_mask_aux: 3.019520 loss_dice_aux: 2.656116 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.892245 eta: 4:31:33 batch_cost: 1.9562 data_cost: 1.3835 ips: 4.0895 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:45:45] ppdet.engine.callbacks INFO: Epoch: [135] [ 10/264] learning_rate: 0.000100 loss_class: 1.858225 loss_bbox: 0.133735 loss_giou: 0.200102 loss_mask: 0.399859 loss_dice: 0.385580 loss_class_aux: 11.949790 loss_bbox_aux: 0.930509 loss_giou_aux: 1.295798 loss_mask_aux: 2.466000 loss_dice_aux: 2.333362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.149965 eta: 4:31:23 batch_cost: 0.8717 data_cost: 0.0028 ips: 9.1773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:45:52] ppdet.engine.callbacks INFO: Epoch: [135] [ 20/264] learning_rate: 0.000100 loss_class: 2.056266 loss_bbox: 0.158603 loss_giou: 0.238451 loss_mask: 0.414149 loss_dice: 0.461052 loss_class_aux: 13.824503 loss_bbox_aux: 1.099182 loss_giou_aux: 1.536784 loss_mask_aux: 2.593736 loss_dice_aux: 2.840374 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.924612 loss: 26.398612 eta: 4:31:12 batch_cost: 0.6839 data_cost: 0.0030 ips: 11.6982 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:45:59] ppdet.engine.callbacks INFO: Epoch: [135] [ 30/264] learning_rate: 0.000100 loss_class: 1.952480 loss_bbox: 0.152507 loss_giou: 0.228928 loss_mask: 0.389308 loss_dice: 0.413555 loss_class_aux: 12.551142 loss_bbox_aux: 1.015790 loss_giou_aux: 1.428502 loss_mask_aux: 2.396702 loss_dice_aux: 2.508860 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.483105 eta: 4:31:01 batch_cost: 0.6604 data_cost: 0.0023 ips: 12.1145 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:05] ppdet.engine.callbacks INFO: Epoch: [135] [ 40/264] learning_rate: 0.000100 loss_class: 1.861816 loss_bbox: 0.163211 loss_giou: 0.202075 loss_mask: 0.424758 loss_dice: 0.377440 loss_class_aux: 11.990143 loss_bbox_aux: 1.032910 loss_giou_aux: 1.278666 loss_mask_aux: 2.600549 loss_dice_aux: 2.357050 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.416391 eta: 4:30:50 batch_cost: 0.5999 data_cost: 0.0020 ips: 13.3352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:11] ppdet.engine.callbacks INFO: Epoch: [135] [ 50/264] learning_rate: 0.000100 loss_class: 2.034239 loss_bbox: 0.157854 loss_giou: 0.200187 loss_mask: 0.538109 loss_dice: 0.436884 loss_class_aux: 13.615510 loss_bbox_aux: 1.097775 loss_giou_aux: 1.353126 loss_mask_aux: 3.220540 loss_dice_aux: 2.665025 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.183468 eta: 4:30:39 batch_cost: 0.5630 data_cost: 0.0019 ips: 14.2084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:17] ppdet.engine.callbacks INFO: Epoch: [135] [ 60/264] learning_rate: 0.000100 loss_class: 2.218685 loss_bbox: 0.153602 loss_giou: 0.224661 loss_mask: 0.385372 loss_dice: 0.390204 loss_class_aux: 14.161075 loss_bbox_aux: 1.033562 loss_giou_aux: 1.432021 loss_mask_aux: 2.490670 loss_dice_aux: 2.440248 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.412989 loss: 25.771191 eta: 4:30:28 batch_cost: 0.5894 data_cost: 0.0021 ips: 13.5722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:24] ppdet.engine.callbacks INFO: Epoch: [135] [ 70/264] learning_rate: 0.000100 loss_class: 1.882677 loss_bbox: 0.187971 loss_giou: 0.206209 loss_mask: 0.517427 loss_dice: 0.437881 loss_class_aux: 12.623550 loss_bbox_aux: 1.222093 loss_giou_aux: 1.314480 loss_mask_aux: 3.084796 loss_dice_aux: 2.609370 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.819750 eta: 4:30:16 batch_cost: 0.5966 data_cost: 0.0022 ips: 13.4096 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:30] ppdet.engine.callbacks INFO: Epoch: [135] [ 80/264] learning_rate: 0.000100 loss_class: 1.998829 loss_bbox: 0.148053 loss_giou: 0.213796 loss_mask: 0.369603 loss_dice: 0.388453 loss_class_aux: 12.595067 loss_bbox_aux: 1.006662 loss_giou_aux: 1.382678 loss_mask_aux: 2.255548 loss_dice_aux: 2.423113 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.406029 loss: 22.416683 eta: 4:30:05 batch_cost: 0.5955 data_cost: 0.0020 ips: 13.4349 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:36] ppdet.engine.callbacks INFO: Epoch: [135] [ 90/264] learning_rate: 0.000100 loss_class: 1.853693 loss_bbox: 0.140129 loss_giou: 0.190531 loss_mask: 0.420009 loss_dice: 0.389874 loss_class_aux: 11.995540 loss_bbox_aux: 0.973185 loss_giou_aux: 1.240420 loss_mask_aux: 2.599702 loss_dice_aux: 2.358345 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.337767 eta: 4:29:54 batch_cost: 0.6126 data_cost: 0.0021 ips: 13.0585 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:38] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:46:38] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:46:42] ppdet.engine.callbacks INFO: Epoch: [135] [100/264] learning_rate: 0.000100 loss_class: 1.955862 loss_bbox: 0.143921 loss_giou: 0.236032 loss_mask: 0.361591 loss_dice: 0.403942 loss_class_aux: 12.237041 loss_bbox_aux: 0.940019 loss_giou_aux: 1.523047 loss_mask_aux: 2.174477 loss_dice_aux: 2.439316 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.972849 loss: 23.009646 eta: 4:29:43 batch_cost: 0.5849 data_cost: 0.0028 ips: 13.6769 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:49] ppdet.engine.callbacks INFO: Epoch: [135] [110/264] learning_rate: 0.000100 loss_class: 1.758279 loss_bbox: 0.151471 loss_giou: 0.198062 loss_mask: 0.404322 loss_dice: 0.396031 loss_class_aux: 11.619627 loss_bbox_aux: 0.987163 loss_giou_aux: 1.263179 loss_mask_aux: 2.503295 loss_dice_aux: 2.411803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.085705 eta: 4:29:32 batch_cost: 0.6053 data_cost: 0.0028 ips: 13.2163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:46:55] ppdet.engine.callbacks INFO: Epoch: [135] [120/264] learning_rate: 0.000100 loss_class: 2.117873 loss_bbox: 0.151563 loss_giou: 0.201988 loss_mask: 0.400570 loss_dice: 0.368214 loss_class_aux: 13.514053 loss_bbox_aux: 1.047550 loss_giou_aux: 1.335018 loss_mask_aux: 2.559343 loss_dice_aux: 2.316875 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.407421 eta: 4:29:21 batch_cost: 0.6288 data_cost: 0.0021 ips: 12.7224 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:02] ppdet.engine.callbacks INFO: Epoch: [135] [130/264] learning_rate: 0.000100 loss_class: 1.986833 loss_bbox: 0.178093 loss_giou: 0.230306 loss_mask: 0.427860 loss_dice: 0.397500 loss_class_aux: 12.811601 loss_bbox_aux: 1.213922 loss_giou_aux: 1.479817 loss_mask_aux: 2.601444 loss_dice_aux: 2.440989 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.105959 loss: 26.822436 eta: 4:29:10 batch_cost: 0.6057 data_cost: 0.0021 ips: 13.2079 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:08] ppdet.engine.callbacks INFO: Epoch: [135] [140/264] learning_rate: 0.000100 loss_class: 2.254477 loss_bbox: 0.154776 loss_giou: 0.232278 loss_mask: 0.415717 loss_dice: 0.456868 loss_class_aux: 14.247833 loss_bbox_aux: 1.067092 loss_giou_aux: 1.496436 loss_mask_aux: 2.716640 loss_dice_aux: 2.797440 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.472858 loss: 27.007917 eta: 4:28:58 batch_cost: 0.5908 data_cost: 0.0020 ips: 13.5410 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:15] ppdet.engine.callbacks INFO: Epoch: [135] [150/264] learning_rate: 0.000100 loss_class: 2.260317 loss_bbox: 0.195717 loss_giou: 0.216696 loss_mask: 0.565679 loss_dice: 0.478789 loss_class_aux: 13.567872 loss_bbox_aux: 1.273514 loss_giou_aux: 1.423162 loss_mask_aux: 3.043769 loss_dice_aux: 2.916734 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.503573 loss: 27.858824 eta: 4:28:47 batch_cost: 0.6287 data_cost: 0.0024 ips: 12.7240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:21] ppdet.engine.callbacks INFO: Epoch: [135] [160/264] learning_rate: 0.000100 loss_class: 2.008129 loss_bbox: 0.134170 loss_giou: 0.194090 loss_mask: 0.363156 loss_dice: 0.399900 loss_class_aux: 13.259567 loss_bbox_aux: 0.944962 loss_giou_aux: 1.299164 loss_mask_aux: 2.282289 loss_dice_aux: 2.424879 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.390325 eta: 4:28:36 batch_cost: 0.5815 data_cost: 0.0020 ips: 13.7569 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:27] ppdet.engine.callbacks INFO: Epoch: [135] [170/264] learning_rate: 0.000100 loss_class: 1.871457 loss_bbox: 0.158502 loss_giou: 0.180244 loss_mask: 0.436701 loss_dice: 0.386375 loss_class_aux: 11.850028 loss_bbox_aux: 1.079212 loss_giou_aux: 1.162314 loss_mask_aux: 2.668078 loss_dice_aux: 2.318688 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.495263 eta: 4:28:25 batch_cost: 0.6073 data_cost: 0.0026 ips: 13.1727 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:33] ppdet.engine.callbacks INFO: Epoch: [135] [180/264] learning_rate: 0.000100 loss_class: 1.947947 loss_bbox: 0.142620 loss_giou: 0.197766 loss_mask: 0.422442 loss_dice: 0.365343 loss_class_aux: 12.466123 loss_bbox_aux: 0.987301 loss_giou_aux: 1.278233 loss_mask_aux: 2.532228 loss_dice_aux: 2.188310 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.768764 eta: 4:28:14 batch_cost: 0.5644 data_cost: 0.0019 ips: 14.1751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:39] ppdet.engine.callbacks INFO: Epoch: [135] [190/264] learning_rate: 0.000100 loss_class: 1.915698 loss_bbox: 0.205397 loss_giou: 0.220671 loss_mask: 0.498622 loss_dice: 0.429420 loss_class_aux: 12.498543 loss_bbox_aux: 1.242469 loss_giou_aux: 1.360049 loss_mask_aux: 2.814868 loss_dice_aux: 2.581718 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.802268 eta: 4:28:03 batch_cost: 0.5779 data_cost: 0.0023 ips: 13.8437 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:45] ppdet.engine.callbacks INFO: Epoch: [135] [200/264] learning_rate: 0.000100 loss_class: 2.030533 loss_bbox: 0.187610 loss_giou: 0.222855 loss_mask: 0.574632 loss_dice: 0.465357 loss_class_aux: 13.459261 loss_bbox_aux: 1.207612 loss_giou_aux: 1.406524 loss_mask_aux: 3.279896 loss_dice_aux: 2.783866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.923703 loss: 27.103127 eta: 4:27:52 batch_cost: 0.6008 data_cost: 0.0021 ips: 13.3159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:51] ppdet.engine.callbacks INFO: Epoch: [135] [210/264] learning_rate: 0.000100 loss_class: 1.830104 loss_bbox: 0.147893 loss_giou: 0.193626 loss_mask: 0.412059 loss_dice: 0.382215 loss_class_aux: 11.488784 loss_bbox_aux: 0.946161 loss_giou_aux: 1.241990 loss_mask_aux: 2.422382 loss_dice_aux: 2.232063 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.389650 loss: 22.244575 eta: 4:27:40 batch_cost: 0.5906 data_cost: 0.0021 ips: 13.5454 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:47:58] ppdet.engine.callbacks INFO: Epoch: [135] [220/264] learning_rate: 0.000100 loss_class: 2.220238 loss_bbox: 0.174508 loss_giou: 0.220432 loss_mask: 0.542813 loss_dice: 0.462792 loss_class_aux: 13.639561 loss_bbox_aux: 1.207827 loss_giou_aux: 1.431928 loss_mask_aux: 3.320415 loss_dice_aux: 2.848603 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.433434 eta: 4:27:29 batch_cost: 0.5768 data_cost: 0.0019 ips: 13.8688 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:48:03] ppdet.engine.callbacks INFO: Epoch: [135] [230/264] learning_rate: 0.000100 loss_class: 1.713115 loss_bbox: 0.132542 loss_giou: 0.190707 loss_mask: 0.362787 loss_dice: 0.372846 loss_class_aux: 11.128264 loss_bbox_aux: 0.902517 loss_giou_aux: 1.279237 loss_mask_aux: 2.262640 loss_dice_aux: 2.257259 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.128546 eta: 4:27:18 batch_cost: 0.5700 data_cost: 0.0017 ips: 14.0345 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:48:10] ppdet.engine.callbacks INFO: Epoch: [135] [240/264] learning_rate: 0.000100 loss_class: 1.906570 loss_bbox: 0.167819 loss_giou: 0.211231 loss_mask: 0.491801 loss_dice: 0.412354 loss_class_aux: 12.300476 loss_bbox_aux: 1.110535 loss_giou_aux: 1.331674 loss_mask_aux: 2.975312 loss_dice_aux: 2.498358 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595129 loss: 24.254180 eta: 4:27:07 batch_cost: 0.5876 data_cost: 0.0015 ips: 13.6141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:48:16] ppdet.engine.callbacks INFO: Epoch: [135] [250/264] learning_rate: 0.000100 loss_class: 2.008891 loss_bbox: 0.140120 loss_giou: 0.200356 loss_mask: 0.408114 loss_dice: 0.387951 loss_class_aux: 12.448182 loss_bbox_aux: 0.899313 loss_giou_aux: 1.289640 loss_mask_aux: 2.387253 loss_dice_aux: 2.307411 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.427298 loss: 23.850138 eta: 4:26:55 batch_cost: 0.5726 data_cost: 0.0015 ips: 13.9703 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:48:22] ppdet.engine.callbacks INFO: Epoch: [135] [260/264] learning_rate: 0.000100 loss_class: 1.791355 loss_bbox: 0.165668 loss_giou: 0.200968 loss_mask: 0.427712 loss_dice: 0.404029 loss_class_aux: 11.737889 loss_bbox_aux: 1.046591 loss_giou_aux: 1.274780 loss_mask_aux: 2.569828 loss_dice_aux: 2.475253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.334510 loss: 24.267527 eta: 4:26:44 batch_cost: 0.5851 data_cost: 0.0016 ips: 13.6723 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:49:15] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:49:15] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:49:19] ppdet.engine.callbacks INFO: Epoch: [136] [  0/264] learning_rate: 0.000100 loss_class: 1.941630 loss_bbox: 0.155778 loss_giou: 0.217095 loss_mask: 0.413235 loss_dice: 0.422800 loss_class_aux: 12.841560 loss_bbox_aux: 0.972316 loss_giou_aux: 1.371683 loss_mask_aux: 2.515256 loss_dice_aux: 2.600364 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.483950 loss: 25.023836 eta: 4:26:45 batch_cost: 1.7486 data_cost: 1.0922 ips: 4.5751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:49:29] ppdet.engine.callbacks INFO: Epoch: [136] [ 10/264] learning_rate: 0.000100 loss_class: 2.103720 loss_bbox: 0.153957 loss_giou: 0.208745 loss_mask: 0.399658 loss_dice: 0.443858 loss_class_aux: 13.200764 loss_bbox_aux: 1.050217 loss_giou_aux: 1.354102 loss_mask_aux: 2.375457 loss_dice_aux: 2.673740 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.744964 eta: 4:26:36 batch_cost: 0.9990 data_cost: 0.0072 ips: 8.0079 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:49:36] ppdet.engine.callbacks INFO: Epoch: [136] [ 20/264] learning_rate: 0.000100 loss_class: 1.951641 loss_bbox: 0.132005 loss_giou: 0.197377 loss_mask: 0.347625 loss_dice: 0.379238 loss_class_aux: 11.754545 loss_bbox_aux: 0.887224 loss_giou_aux: 1.284242 loss_mask_aux: 2.261617 loss_dice_aux: 2.305699 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.626437 loss: 23.068805 eta: 4:26:25 batch_cost: 0.6412 data_cost: 0.0029 ips: 12.4760 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:49:43] ppdet.engine.callbacks INFO: Epoch: [136] [ 30/264] learning_rate: 0.000100 loss_class: 1.880693 loss_bbox: 0.144113 loss_giou: 0.204579 loss_mask: 0.381415 loss_dice: 0.387715 loss_class_aux: 11.625191 loss_bbox_aux: 0.930631 loss_giou_aux: 1.342989 loss_mask_aux: 2.243892 loss_dice_aux: 2.381564 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.519736 eta: 4:26:14 batch_cost: 0.6220 data_cost: 0.0021 ips: 12.8613 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:49:49] ppdet.engine.callbacks INFO: Epoch: [136] [ 40/264] learning_rate: 0.000100 loss_class: 2.085618 loss_bbox: 0.163844 loss_giou: 0.214227 loss_mask: 0.418392 loss_dice: 0.416958 loss_class_aux: 13.333829 loss_bbox_aux: 1.109569 loss_giou_aux: 1.388938 loss_mask_aux: 2.573649 loss_dice_aux: 2.570611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.140073 eta: 4:26:03 batch_cost: 0.6103 data_cost: 0.0021 ips: 13.1079 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:49:56] ppdet.engine.callbacks INFO: Epoch: [136] [ 50/264] learning_rate: 0.000100 loss_class: 1.866993 loss_bbox: 0.151230 loss_giou: 0.201143 loss_mask: 0.424809 loss_dice: 0.386055 loss_class_aux: 12.042149 loss_bbox_aux: 0.992833 loss_giou_aux: 1.289324 loss_mask_aux: 2.613549 loss_dice_aux: 2.424572 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.424628 loss: 23.014429 eta: 4:25:52 batch_cost: 0.6474 data_cost: 0.0022 ips: 12.3568 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:03] ppdet.engine.callbacks INFO: Epoch: [136] [ 60/264] learning_rate: 0.000100 loss_class: 2.298379 loss_bbox: 0.143673 loss_giou: 0.187024 loss_mask: 0.377852 loss_dice: 0.386161 loss_class_aux: 15.412503 loss_bbox_aux: 1.021235 loss_giou_aux: 1.223741 loss_mask_aux: 2.393747 loss_dice_aux: 2.355539 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.732324 loss: 26.568485 eta: 4:25:41 batch_cost: 0.6330 data_cost: 0.0022 ips: 12.6387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:09] ppdet.engine.callbacks INFO: Epoch: [136] [ 70/264] learning_rate: 0.000100 loss_class: 1.819676 loss_bbox: 0.130173 loss_giou: 0.190843 loss_mask: 0.363303 loss_dice: 0.381374 loss_class_aux: 11.841896 loss_bbox_aux: 0.910916 loss_giou_aux: 1.217183 loss_mask_aux: 2.297909 loss_dice_aux: 2.284570 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.443769 eta: 4:25:30 batch_cost: 0.5710 data_cost: 0.0023 ips: 14.0095 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:15] ppdet.engine.callbacks INFO: Epoch: [136] [ 80/264] learning_rate: 0.000100 loss_class: 1.999959 loss_bbox: 0.152633 loss_giou: 0.206584 loss_mask: 0.406918 loss_dice: 0.397192 loss_class_aux: 12.678413 loss_bbox_aux: 1.024460 loss_giou_aux: 1.369045 loss_mask_aux: 2.584189 loss_dice_aux: 2.455228 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.729252 loss: 25.440073 eta: 4:25:19 batch_cost: 0.5823 data_cost: 0.0021 ips: 13.7383 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:21] ppdet.engine.callbacks INFO: Epoch: [136] [ 90/264] learning_rate: 0.000100 loss_class: 2.026894 loss_bbox: 0.150926 loss_giou: 0.222035 loss_mask: 0.425581 loss_dice: 0.406208 loss_class_aux: 13.419933 loss_bbox_aux: 1.024365 loss_giou_aux: 1.404024 loss_mask_aux: 2.543252 loss_dice_aux: 2.491031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.067120 eta: 4:25:08 batch_cost: 0.5953 data_cost: 0.0021 ips: 13.4389 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:27] ppdet.engine.callbacks INFO: Epoch: [136] [100/264] learning_rate: 0.000100 loss_class: 1.832305 loss_bbox: 0.151857 loss_giou: 0.216610 loss_mask: 0.429796 loss_dice: 0.396045 loss_class_aux: 11.950948 loss_bbox_aux: 1.034494 loss_giou_aux: 1.373518 loss_mask_aux: 2.529892 loss_dice_aux: 2.424084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.687474 loss: 22.702518 eta: 4:24:57 batch_cost: 0.5998 data_cost: 0.0023 ips: 13.3378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:33] ppdet.engine.callbacks INFO: Epoch: [136] [110/264] learning_rate: 0.000100 loss_class: 2.065414 loss_bbox: 0.150507 loss_giou: 0.227798 loss_mask: 0.404864 loss_dice: 0.421344 loss_class_aux: 13.064565 loss_bbox_aux: 0.964497 loss_giou_aux: 1.436478 loss_mask_aux: 2.528276 loss_dice_aux: 2.633482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.456868 eta: 4:24:45 batch_cost: 0.5643 data_cost: 0.0022 ips: 14.1773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:39] ppdet.engine.callbacks INFO: Epoch: [136] [120/264] learning_rate: 0.000100 loss_class: 2.258703 loss_bbox: 0.196109 loss_giou: 0.198978 loss_mask: 0.532996 loss_dice: 0.456471 loss_class_aux: 14.268188 loss_bbox_aux: 1.219421 loss_giou_aux: 1.302986 loss_mask_aux: 3.251501 loss_dice_aux: 2.819301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.508278 eta: 4:24:34 batch_cost: 0.5647 data_cost: 0.0020 ips: 14.1665 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:45] ppdet.engine.callbacks INFO: Epoch: [136] [130/264] learning_rate: 0.000100 loss_class: 1.908870 loss_bbox: 0.142990 loss_giou: 0.221052 loss_mask: 0.374323 loss_dice: 0.414127 loss_class_aux: 11.929414 loss_bbox_aux: 0.958606 loss_giou_aux: 1.409408 loss_mask_aux: 2.288606 loss_dice_aux: 2.576275 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.249274 loss: 25.151630 eta: 4:24:23 batch_cost: 0.5979 data_cost: 0.0021 ips: 13.3796 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:52] ppdet.engine.callbacks INFO: Epoch: [136] [140/264] learning_rate: 0.000100 loss_class: 2.033570 loss_bbox: 0.147250 loss_giou: 0.217014 loss_mask: 0.436295 loss_dice: 0.438689 loss_class_aux: 13.019870 loss_bbox_aux: 1.010030 loss_giou_aux: 1.405642 loss_mask_aux: 2.733727 loss_dice_aux: 2.676198 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.467435 eta: 4:24:12 batch_cost: 0.5859 data_cost: 0.0020 ips: 13.6544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:50:58] ppdet.engine.callbacks INFO: Epoch: [136] [150/264] learning_rate: 0.000100 loss_class: 2.041273 loss_bbox: 0.160162 loss_giou: 0.220576 loss_mask: 0.433118 loss_dice: 0.438346 loss_class_aux: 13.008043 loss_bbox_aux: 1.045230 loss_giou_aux: 1.420135 loss_mask_aux: 2.628739 loss_dice_aux: 2.711113 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.074272 eta: 4:24:01 batch_cost: 0.5775 data_cost: 0.0022 ips: 13.8528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:04] ppdet.engine.callbacks INFO: Epoch: [136] [160/264] learning_rate: 0.000100 loss_class: 2.159161 loss_bbox: 0.174732 loss_giou: 0.210472 loss_mask: 0.450300 loss_dice: 0.401429 loss_class_aux: 13.574867 loss_bbox_aux: 1.114494 loss_giou_aux: 1.357386 loss_mask_aux: 2.669212 loss_dice_aux: 2.424855 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.764008 eta: 4:23:50 batch_cost: 0.6330 data_cost: 0.0023 ips: 12.6377 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:10] ppdet.engine.callbacks INFO: Epoch: [136] [170/264] learning_rate: 0.000100 loss_class: 1.958551 loss_bbox: 0.156529 loss_giou: 0.203283 loss_mask: 0.450970 loss_dice: 0.430632 loss_class_aux: 12.492875 loss_bbox_aux: 1.051774 loss_giou_aux: 1.349352 loss_mask_aux: 2.961358 loss_dice_aux: 2.578810 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.162988 loss: 26.412192 eta: 4:23:39 batch_cost: 0.5946 data_cost: 0.0020 ips: 13.4552 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:17] ppdet.engine.callbacks INFO: Epoch: [136] [180/264] learning_rate: 0.000100 loss_class: 1.892110 loss_bbox: 0.144331 loss_giou: 0.195535 loss_mask: 0.358747 loss_dice: 0.385398 loss_class_aux: 11.896493 loss_bbox_aux: 0.957360 loss_giou_aux: 1.271009 loss_mask_aux: 2.244680 loss_dice_aux: 2.422661 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.589272 loss: 22.969496 eta: 4:23:28 batch_cost: 0.5894 data_cost: 0.0022 ips: 13.5720 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:23] ppdet.engine.callbacks INFO: Epoch: [136] [190/264] learning_rate: 0.000100 loss_class: 2.009617 loss_bbox: 0.154074 loss_giou: 0.210699 loss_mask: 0.376842 loss_dice: 0.396715 loss_class_aux: 13.292234 loss_bbox_aux: 1.031039 loss_giou_aux: 1.362384 loss_mask_aux: 2.271520 loss_dice_aux: 2.400848 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.806932 loss: 24.402766 eta: 4:23:17 batch_cost: 0.5805 data_cost: 0.0027 ips: 13.7803 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:29] ppdet.engine.callbacks INFO: Epoch: [136] [200/264] learning_rate: 0.000100 loss_class: 1.881611 loss_bbox: 0.160025 loss_giou: 0.192806 loss_mask: 0.405210 loss_dice: 0.424926 loss_class_aux: 12.206186 loss_bbox_aux: 1.068386 loss_giou_aux: 1.221973 loss_mask_aux: 2.435753 loss_dice_aux: 2.587180 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.971558 loss: 23.946323 eta: 4:23:05 batch_cost: 0.6009 data_cost: 0.0020 ips: 13.3140 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:36] ppdet.engine.callbacks INFO: Epoch: [136] [210/264] learning_rate: 0.000100 loss_class: 1.855652 loss_bbox: 0.155590 loss_giou: 0.223810 loss_mask: 0.384040 loss_dice: 0.380650 loss_class_aux: 11.636869 loss_bbox_aux: 1.059365 loss_giou_aux: 1.405100 loss_mask_aux: 2.268146 loss_dice_aux: 2.293467 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.493964 loss: 22.624191 eta: 4:22:55 batch_cost: 0.6407 data_cost: 0.0024 ips: 12.4869 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:42] ppdet.engine.callbacks INFO: Epoch: [136] [220/264] learning_rate: 0.000100 loss_class: 2.010395 loss_bbox: 0.145740 loss_giou: 0.240232 loss_mask: 0.385859 loss_dice: 0.452720 loss_class_aux: 12.662391 loss_bbox_aux: 0.972676 loss_giou_aux: 1.555660 loss_mask_aux: 2.495790 loss_dice_aux: 2.757790 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.871072 loss: 24.776050 eta: 4:22:43 batch_cost: 0.5577 data_cost: 0.0020 ips: 14.3453 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:48] ppdet.engine.callbacks INFO: Epoch: [136] [230/264] learning_rate: 0.000100 loss_class: 1.980759 loss_bbox: 0.140741 loss_giou: 0.221552 loss_mask: 0.386295 loss_dice: 0.393331 loss_class_aux: 12.993987 loss_bbox_aux: 0.957723 loss_giou_aux: 1.385252 loss_mask_aux: 2.363288 loss_dice_aux: 2.463654 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.711085 eta: 4:22:32 batch_cost: 0.5879 data_cost: 0.0016 ips: 13.6076 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:54] ppdet.engine.callbacks INFO: Epoch: [136] [240/264] learning_rate: 0.000100 loss_class: 2.206508 loss_bbox: 0.159619 loss_giou: 0.224168 loss_mask: 0.441166 loss_dice: 0.434420 loss_class_aux: 13.497384 loss_bbox_aux: 1.094168 loss_giou_aux: 1.485967 loss_mask_aux: 2.668629 loss_dice_aux: 2.659243 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.503525 loss: 26.773202 eta: 4:22:21 batch_cost: 0.5605 data_cost: 0.0015 ips: 14.2722 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:51:59] ppdet.engine.callbacks INFO: Epoch: [136] [250/264] learning_rate: 0.000100 loss_class: 2.081497 loss_bbox: 0.159685 loss_giou: 0.214533 loss_mask: 0.371015 loss_dice: 0.415357 loss_class_aux: 13.462096 loss_bbox_aux: 1.047390 loss_giou_aux: 1.369405 loss_mask_aux: 2.219308 loss_dice_aux: 2.558294 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.498989 loss: 25.449358 eta: 4:22:10 batch_cost: 0.5407 data_cost: 0.0016 ips: 14.7945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:52:05] ppdet.engine.callbacks INFO: Epoch: [136] [260/264] learning_rate: 0.000100 loss_class: 1.986923 loss_bbox: 0.139964 loss_giou: 0.181077 loss_mask: 0.362998 loss_dice: 0.354893 loss_class_aux: 12.748175 loss_bbox_aux: 0.940242 loss_giou_aux: 1.216432 loss_mask_aux: 2.334817 loss_dice_aux: 2.230428 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.329046 loss: 23.335868 eta: 4:21:59 batch_cost: 0.5694 data_cost: 0.0015 ips: 14.0509 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:52:54] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:52:54] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:53:01] ppdet.engine.callbacks INFO: Epoch: [137] [  0/264] learning_rate: 0.000100 loss_class: 2.070427 loss_bbox: 0.159629 loss_giou: 0.184771 loss_mask: 0.420679 loss_dice: 0.377219 loss_class_aux: 13.756302 loss_bbox_aux: 1.050230 loss_giou_aux: 1.225199 loss_mask_aux: 2.583626 loss_dice_aux: 2.304114 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.071280 eta: 4:21:59 batch_cost: 1.6329 data_cost: 0.9815 ips: 4.8992 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:13] ppdet.engine.callbacks INFO: Epoch: [137] [ 10/264] learning_rate: 0.000100 loss_class: 1.835078 loss_bbox: 0.147290 loss_giou: 0.201922 loss_mask: 0.316250 loss_dice: 0.389824 loss_class_aux: 12.027052 loss_bbox_aux: 0.950885 loss_giou_aux: 1.346527 loss_mask_aux: 1.920196 loss_dice_aux: 2.413262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.467148 loss: 23.249727 eta: 4:21:50 batch_cost: 1.0511 data_cost: 0.0751 ips: 7.6114 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:20] ppdet.engine.callbacks INFO: Epoch: [137] [ 20/264] learning_rate: 0.000100 loss_class: 2.054074 loss_bbox: 0.147524 loss_giou: 0.202103 loss_mask: 0.418414 loss_dice: 0.386779 loss_class_aux: 13.043051 loss_bbox_aux: 0.995323 loss_giou_aux: 1.341861 loss_mask_aux: 2.473558 loss_dice_aux: 2.348536 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.298587 loss: 24.919383 eta: 4:21:39 batch_cost: 0.6727 data_cost: 0.0035 ips: 11.8917 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:27] ppdet.engine.callbacks INFO: Epoch: [137] [ 30/264] learning_rate: 0.000100 loss_class: 2.072654 loss_bbox: 0.149512 loss_giou: 0.215823 loss_mask: 0.446502 loss_dice: 0.392623 loss_class_aux: 12.930722 loss_bbox_aux: 1.004167 loss_giou_aux: 1.406994 loss_mask_aux: 2.778439 loss_dice_aux: 2.418023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.692123 eta: 4:21:29 batch_cost: 0.6804 data_cost: 0.0031 ips: 11.7577 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:33] ppdet.engine.callbacks INFO: Epoch: [137] [ 40/264] learning_rate: 0.000100 loss_class: 2.069520 loss_bbox: 0.149104 loss_giou: 0.216079 loss_mask: 0.428572 loss_dice: 0.433673 loss_class_aux: 12.947448 loss_bbox_aux: 0.958482 loss_giou_aux: 1.396042 loss_mask_aux: 2.630319 loss_dice_aux: 2.645715 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.828897 eta: 4:21:17 batch_cost: 0.5631 data_cost: 0.0025 ips: 14.2067 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:39] ppdet.engine.callbacks INFO: Epoch: [137] [ 50/264] learning_rate: 0.000100 loss_class: 2.006151 loss_bbox: 0.151512 loss_giou: 0.211897 loss_mask: 0.389472 loss_dice: 0.382515 loss_class_aux: 12.611407 loss_bbox_aux: 1.045874 loss_giou_aux: 1.372619 loss_mask_aux: 2.370285 loss_dice_aux: 2.357850 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.498609 eta: 4:21:06 batch_cost: 0.6240 data_cost: 0.0027 ips: 12.8199 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:45] ppdet.engine.callbacks INFO: Epoch: [137] [ 60/264] learning_rate: 0.000100 loss_class: 1.940378 loss_bbox: 0.146157 loss_giou: 0.215502 loss_mask: 0.349301 loss_dice: 0.384759 loss_class_aux: 12.432295 loss_bbox_aux: 0.943944 loss_giou_aux: 1.361398 loss_mask_aux: 2.147973 loss_dice_aux: 2.394042 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.039322 loss: 23.880928 eta: 4:20:55 batch_cost: 0.5464 data_cost: 0.0024 ips: 14.6404 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:51] ppdet.engine.callbacks INFO: Epoch: [137] [ 70/264] learning_rate: 0.000100 loss_class: 2.011127 loss_bbox: 0.155479 loss_giou: 0.218401 loss_mask: 0.437515 loss_dice: 0.466478 loss_class_aux: 13.001843 loss_bbox_aux: 1.032036 loss_giou_aux: 1.385186 loss_mask_aux: 2.710798 loss_dice_aux: 2.861411 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.813467 eta: 4:20:44 batch_cost: 0.5973 data_cost: 0.0025 ips: 13.3945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:53:58] ppdet.engine.callbacks INFO: Epoch: [137] [ 80/264] learning_rate: 0.000100 loss_class: 1.927343 loss_bbox: 0.164613 loss_giou: 0.200096 loss_mask: 0.438023 loss_dice: 0.382460 loss_class_aux: 12.304986 loss_bbox_aux: 1.068399 loss_giou_aux: 1.335724 loss_mask_aux: 2.732337 loss_dice_aux: 2.400879 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.960905 eta: 4:20:33 batch_cost: 0.6012 data_cost: 0.0023 ips: 13.3066 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:04] ppdet.engine.callbacks INFO: Epoch: [137] [ 90/264] learning_rate: 0.000100 loss_class: 1.777296 loss_bbox: 0.138420 loss_giou: 0.214383 loss_mask: 0.295680 loss_dice: 0.372850 loss_class_aux: 11.274746 loss_bbox_aux: 0.930920 loss_giou_aux: 1.371427 loss_mask_aux: 1.778300 loss_dice_aux: 2.293672 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.210397 loss: 22.700878 eta: 4:20:22 batch_cost: 0.5995 data_cost: 0.0023 ips: 13.3446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:10] ppdet.engine.callbacks INFO: Epoch: [137] [100/264] learning_rate: 0.000100 loss_class: 1.866444 loss_bbox: 0.150287 loss_giou: 0.212089 loss_mask: 0.452227 loss_dice: 0.380640 loss_class_aux: 12.322417 loss_bbox_aux: 0.999253 loss_giou_aux: 1.357820 loss_mask_aux: 2.811576 loss_dice_aux: 2.254603 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.042920 eta: 4:20:11 batch_cost: 0.5946 data_cost: 0.0020 ips: 13.4544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:17] ppdet.engine.callbacks INFO: Epoch: [137] [110/264] learning_rate: 0.000100 loss_class: 1.902773 loss_bbox: 0.129841 loss_giou: 0.192831 loss_mask: 0.402890 loss_dice: 0.375931 loss_class_aux: 11.943772 loss_bbox_aux: 0.986306 loss_giou_aux: 1.283397 loss_mask_aux: 2.501141 loss_dice_aux: 2.259920 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.525694 loss: 24.705196 eta: 4:20:00 batch_cost: 0.6068 data_cost: 0.0022 ips: 13.1844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:23] ppdet.engine.callbacks INFO: Epoch: [137] [120/264] learning_rate: 0.000100 loss_class: 1.997473 loss_bbox: 0.167019 loss_giou: 0.226468 loss_mask: 0.420428 loss_dice: 0.413018 loss_class_aux: 12.899104 loss_bbox_aux: 1.070123 loss_giou_aux: 1.417536 loss_mask_aux: 2.552197 loss_dice_aux: 2.562694 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.451826 eta: 4:19:49 batch_cost: 0.6210 data_cost: 0.0019 ips: 12.8815 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:29] ppdet.engine.callbacks INFO: Epoch: [137] [130/264] learning_rate: 0.000100 loss_class: 1.984946 loss_bbox: 0.154720 loss_giou: 0.209285 loss_mask: 0.424921 loss_dice: 0.403105 loss_class_aux: 12.502304 loss_bbox_aux: 1.078226 loss_giou_aux: 1.361776 loss_mask_aux: 2.565508 loss_dice_aux: 2.442769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.756138 loss: 24.064800 eta: 4:19:38 batch_cost: 0.5864 data_cost: 0.0019 ips: 13.6420 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:35] ppdet.engine.callbacks INFO: Epoch: [137] [140/264] learning_rate: 0.000100 loss_class: 2.099658 loss_bbox: 0.194604 loss_giou: 0.206158 loss_mask: 0.559552 loss_dice: 0.411625 loss_class_aux: 13.511033 loss_bbox_aux: 1.222336 loss_giou_aux: 1.303163 loss_mask_aux: 3.366414 loss_dice_aux: 2.577889 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.503544 eta: 4:19:27 batch_cost: 0.5787 data_cost: 0.0021 ips: 13.8246 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:41] ppdet.engine.callbacks INFO: Epoch: [137] [150/264] learning_rate: 0.000100 loss_class: 1.865524 loss_bbox: 0.134777 loss_giou: 0.196873 loss_mask: 0.353612 loss_dice: 0.385959 loss_class_aux: 12.336602 loss_bbox_aux: 0.926992 loss_giou_aux: 1.310081 loss_mask_aux: 2.184192 loss_dice_aux: 2.329519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.515246 eta: 4:19:16 batch_cost: 0.5662 data_cost: 0.0022 ips: 14.1281 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:48] ppdet.engine.callbacks INFO: Epoch: [137] [160/264] learning_rate: 0.000100 loss_class: 2.358968 loss_bbox: 0.183319 loss_giou: 0.243492 loss_mask: 0.483619 loss_dice: 0.474545 loss_class_aux: 15.467737 loss_bbox_aux: 1.192940 loss_giou_aux: 1.563913 loss_mask_aux: 2.932598 loss_dice_aux: 2.899945 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.985959 loss: 29.482719 eta: 4:19:05 batch_cost: 0.6480 data_cost: 0.0025 ips: 12.3454 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:54:54] ppdet.engine.callbacks INFO: Epoch: [137] [170/264] learning_rate: 0.000100 loss_class: 1.823632 loss_bbox: 0.136639 loss_giou: 0.186290 loss_mask: 0.338417 loss_dice: 0.370616 loss_class_aux: 11.384432 loss_bbox_aux: 0.925974 loss_giou_aux: 1.249620 loss_mask_aux: 2.209514 loss_dice_aux: 2.255443 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.804300 loss: 21.530739 eta: 4:18:54 batch_cost: 0.5563 data_cost: 0.0020 ips: 14.3815 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:00] ppdet.engine.callbacks INFO: Epoch: [137] [180/264] learning_rate: 0.000100 loss_class: 2.086951 loss_bbox: 0.157434 loss_giou: 0.239943 loss_mask: 0.449881 loss_dice: 0.420474 loss_class_aux: 13.520974 loss_bbox_aux: 1.040764 loss_giou_aux: 1.516057 loss_mask_aux: 2.653379 loss_dice_aux: 2.599290 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.404757 loss: 25.041388 eta: 4:18:43 batch_cost: 0.5850 data_cost: 0.0024 ips: 13.6742 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:07] ppdet.engine.callbacks INFO: Epoch: [137] [190/264] learning_rate: 0.000100 loss_class: 1.997537 loss_bbox: 0.132132 loss_giou: 0.192523 loss_mask: 0.356267 loss_dice: 0.371017 loss_class_aux: 12.822285 loss_bbox_aux: 0.907190 loss_giou_aux: 1.274314 loss_mask_aux: 2.274916 loss_dice_aux: 2.284236 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.977464 eta: 4:18:32 batch_cost: 0.6365 data_cost: 0.0026 ips: 12.5679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:13] ppdet.engine.callbacks INFO: Epoch: [137] [200/264] learning_rate: 0.000100 loss_class: 2.012162 loss_bbox: 0.135099 loss_giou: 0.211536 loss_mask: 0.333150 loss_dice: 0.416886 loss_class_aux: 13.142482 loss_bbox_aux: 0.940704 loss_giou_aux: 1.369041 loss_mask_aux: 2.073324 loss_dice_aux: 2.517868 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.333036 loss: 25.227592 eta: 4:18:21 batch_cost: 0.5822 data_cost: 0.0022 ips: 13.7403 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:19] ppdet.engine.callbacks INFO: Epoch: [137] [210/264] learning_rate: 0.000100 loss_class: 2.133455 loss_bbox: 0.154928 loss_giou: 0.223169 loss_mask: 0.356116 loss_dice: 0.424175 loss_class_aux: 13.399828 loss_bbox_aux: 1.026361 loss_giou_aux: 1.438202 loss_mask_aux: 2.160217 loss_dice_aux: 2.576277 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.764964 loss: 25.989452 eta: 4:18:10 batch_cost: 0.6076 data_cost: 0.0021 ips: 13.1665 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:26] ppdet.engine.callbacks INFO: Epoch: [137] [220/264] learning_rate: 0.000100 loss_class: 1.936036 loss_bbox: 0.160618 loss_giou: 0.191497 loss_mask: 0.368654 loss_dice: 0.367956 loss_class_aux: 12.420742 loss_bbox_aux: 1.096784 loss_giou_aux: 1.247251 loss_mask_aux: 2.210888 loss_dice_aux: 2.218025 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.089307 eta: 4:17:59 batch_cost: 0.5989 data_cost: 0.0021 ips: 13.3580 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:32] ppdet.engine.callbacks INFO: Epoch: [137] [230/264] learning_rate: 0.000100 loss_class: 1.966295 loss_bbox: 0.160921 loss_giou: 0.190667 loss_mask: 0.383865 loss_dice: 0.388515 loss_class_aux: 12.814090 loss_bbox_aux: 1.065541 loss_giou_aux: 1.246544 loss_mask_aux: 2.319675 loss_dice_aux: 2.349522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.728709 eta: 4:17:48 batch_cost: 0.5695 data_cost: 0.0017 ips: 14.0472 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:37] ppdet.engine.callbacks INFO: Epoch: [137] [240/264] learning_rate: 0.000100 loss_class: 2.092051 loss_bbox: 0.185826 loss_giou: 0.224761 loss_mask: 0.476505 loss_dice: 0.431925 loss_class_aux: 13.667133 loss_bbox_aux: 1.137777 loss_giou_aux: 1.396860 loss_mask_aux: 2.909619 loss_dice_aux: 2.472036 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.151014 eta: 4:17:37 batch_cost: 0.5623 data_cost: 0.0015 ips: 14.2265 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:43] ppdet.engine.callbacks INFO: Epoch: [137] [250/264] learning_rate: 0.000100 loss_class: 2.058337 loss_bbox: 0.162839 loss_giou: 0.197261 loss_mask: 0.432131 loss_dice: 0.413188 loss_class_aux: 12.719268 loss_bbox_aux: 1.043464 loss_giou_aux: 1.258220 loss_mask_aux: 2.680210 loss_dice_aux: 2.526752 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.357748 eta: 4:17:26 batch_cost: 0.5555 data_cost: 0.0015 ips: 14.4021 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:55:49] ppdet.engine.callbacks INFO: Epoch: [137] [260/264] learning_rate: 0.000100 loss_class: 1.926752 loss_bbox: 0.169767 loss_giou: 0.200957 loss_mask: 0.428699 loss_dice: 0.405659 loss_class_aux: 12.221467 loss_bbox_aux: 1.095607 loss_giou_aux: 1.320878 loss_mask_aux: 2.703599 loss_dice_aux: 2.436833 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.754312 loss: 24.537289 eta: 4:17:14 batch_cost: 0.5504 data_cost: 0.0015 ips: 14.5339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:56:50] ppdet.engine.callbacks INFO: Epoch: [138] [  0/264] learning_rate: 0.000100 loss_class: 1.870173 loss_bbox: 0.185580 loss_giou: 0.207931 loss_mask: 0.436193 loss_dice: 0.413671 loss_class_aux: 11.964164 loss_bbox_aux: 1.178117 loss_giou_aux: 1.360548 loss_mask_aux: 2.726234 loss_dice_aux: 2.470007 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.754312 loss: 24.422322 eta: 4:17:17 batch_cost: 2.0875 data_cost: 1.4750 ips: 3.8324 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:56:59] ppdet.engine.callbacks INFO: Epoch: [138] [ 10/264] learning_rate: 0.000100 loss_class: 1.902468 loss_bbox: 0.174858 loss_giou: 0.223939 loss_mask: 0.486568 loss_dice: 0.422456 loss_class_aux: 12.398723 loss_bbox_aux: 1.144245 loss_giou_aux: 1.423832 loss_mask_aux: 2.910220 loss_dice_aux: 2.542414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.140624 eta: 4:17:07 batch_cost: 0.8885 data_cost: 0.0029 ips: 9.0043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:07] ppdet.engine.callbacks INFO: Epoch: [138] [ 20/264] learning_rate: 0.000100 loss_class: 1.677884 loss_bbox: 0.151120 loss_giou: 0.187700 loss_mask: 0.414147 loss_dice: 0.371925 loss_class_aux: 10.776893 loss_bbox_aux: 1.024569 loss_giou_aux: 1.239345 loss_mask_aux: 2.559742 loss_dice_aux: 2.285175 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.670327 loss: 21.831522 eta: 4:16:56 batch_cost: 0.6680 data_cost: 0.0025 ips: 11.9756 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:13] ppdet.engine.callbacks INFO: Epoch: [138] [ 30/264] learning_rate: 0.000100 loss_class: 1.998212 loss_bbox: 0.165025 loss_giou: 0.200548 loss_mask: 0.454257 loss_dice: 0.389055 loss_class_aux: 13.066080 loss_bbox_aux: 1.087581 loss_giou_aux: 1.270161 loss_mask_aux: 2.780181 loss_dice_aux: 2.365056 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.775271 loss: 28.285862 eta: 4:16:46 batch_cost: 0.6431 data_cost: 0.0025 ips: 12.4405 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:19] ppdet.engine.callbacks INFO: Epoch: [138] [ 40/264] learning_rate: 0.000100 loss_class: 1.783338 loss_bbox: 0.133765 loss_giou: 0.201783 loss_mask: 0.334038 loss_dice: 0.402628 loss_class_aux: 11.918294 loss_bbox_aux: 0.915712 loss_giou_aux: 1.347876 loss_mask_aux: 2.169340 loss_dice_aux: 2.468414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.301831 loss: 23.183318 eta: 4:16:35 batch_cost: 0.5756 data_cost: 0.0026 ips: 13.8978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:25] ppdet.engine.callbacks INFO: Epoch: [138] [ 50/264] learning_rate: 0.000100 loss_class: 1.698858 loss_bbox: 0.139045 loss_giou: 0.198270 loss_mask: 0.340278 loss_dice: 0.373312 loss_class_aux: 10.866548 loss_bbox_aux: 0.934196 loss_giou_aux: 1.263721 loss_mask_aux: 2.119818 loss_dice_aux: 2.382281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.086166 eta: 4:16:24 batch_cost: 0.5818 data_cost: 0.0026 ips: 13.7496 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:32] ppdet.engine.callbacks INFO: Epoch: [138] [ 60/264] learning_rate: 0.000100 loss_class: 2.031467 loss_bbox: 0.181004 loss_giou: 0.215936 loss_mask: 0.565371 loss_dice: 0.435994 loss_class_aux: 12.780428 loss_bbox_aux: 1.173795 loss_giou_aux: 1.361129 loss_mask_aux: 3.379031 loss_dice_aux: 2.670808 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.073646 eta: 4:16:13 batch_cost: 0.6616 data_cost: 0.0022 ips: 12.0915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:39] ppdet.engine.callbacks INFO: Epoch: [138] [ 70/264] learning_rate: 0.000100 loss_class: 1.841138 loss_bbox: 0.147423 loss_giou: 0.205535 loss_mask: 0.348728 loss_dice: 0.386669 loss_class_aux: 12.132390 loss_bbox_aux: 0.978694 loss_giou_aux: 1.345812 loss_mask_aux: 2.228322 loss_dice_aux: 2.425040 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.551547 loss: 23.665399 eta: 4:16:02 batch_cost: 0.5933 data_cost: 0.0019 ips: 13.4849 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:45] ppdet.engine.callbacks INFO: Epoch: [138] [ 80/264] learning_rate: 0.000100 loss_class: 1.736276 loss_bbox: 0.123331 loss_giou: 0.186382 loss_mask: 0.356917 loss_dice: 0.359549 loss_class_aux: 11.484471 loss_bbox_aux: 0.854006 loss_giou_aux: 1.212336 loss_mask_aux: 2.206307 loss_dice_aux: 2.207427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.465705 loss: 22.425791 eta: 4:15:51 batch_cost: 0.5804 data_cost: 0.0021 ips: 13.7848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:51] ppdet.engine.callbacks INFO: Epoch: [138] [ 90/264] learning_rate: 0.000100 loss_class: 2.053342 loss_bbox: 0.160454 loss_giou: 0.234910 loss_mask: 0.476714 loss_dice: 0.446138 loss_class_aux: 13.526001 loss_bbox_aux: 1.079348 loss_giou_aux: 1.495563 loss_mask_aux: 2.984106 loss_dice_aux: 2.756832 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.236178 eta: 4:15:40 batch_cost: 0.5795 data_cost: 0.0023 ips: 13.8047 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:57:57] ppdet.engine.callbacks INFO: Epoch: [138] [100/264] learning_rate: 0.000100 loss_class: 2.091372 loss_bbox: 0.151442 loss_giou: 0.207501 loss_mask: 0.450968 loss_dice: 0.418818 loss_class_aux: 13.251271 loss_bbox_aux: 1.020800 loss_giou_aux: 1.339177 loss_mask_aux: 2.508796 loss_dice_aux: 2.547950 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.514410 eta: 4:15:29 batch_cost: 0.5717 data_cost: 0.0020 ips: 13.9941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:03] ppdet.engine.callbacks INFO: Epoch: [138] [110/264] learning_rate: 0.000100 loss_class: 2.148470 loss_bbox: 0.139573 loss_giou: 0.214521 loss_mask: 0.419595 loss_dice: 0.412265 loss_class_aux: 13.703173 loss_bbox_aux: 0.944706 loss_giou_aux: 1.347805 loss_mask_aux: 2.451126 loss_dice_aux: 2.508658 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.984989 loss: 25.615720 eta: 4:15:18 batch_cost: 0.5891 data_cost: 0.0020 ips: 13.5804 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:09] ppdet.engine.callbacks INFO: Epoch: [138] [120/264] learning_rate: 0.000100 loss_class: 2.010882 loss_bbox: 0.131071 loss_giou: 0.196139 loss_mask: 0.409203 loss_dice: 0.373853 loss_class_aux: 13.055540 loss_bbox_aux: 0.911655 loss_giou_aux: 1.310408 loss_mask_aux: 2.468507 loss_dice_aux: 2.308414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.174395 loss: 24.339762 eta: 4:15:07 batch_cost: 0.5593 data_cost: 0.0020 ips: 14.3043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:11] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 05:58:11] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 05:58:15] ppdet.engine.callbacks INFO: Epoch: [138] [130/264] learning_rate: 0.000100 loss_class: 2.154332 loss_bbox: 0.160182 loss_giou: 0.224482 loss_mask: 0.420947 loss_dice: 0.432588 loss_class_aux: 13.496395 loss_bbox_aux: 1.032824 loss_giou_aux: 1.468134 loss_mask_aux: 2.562464 loss_dice_aux: 2.590641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.840886 loss: 25.348103 eta: 4:14:56 batch_cost: 0.5901 data_cost: 0.0021 ips: 13.5562 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:22] ppdet.engine.callbacks INFO: Epoch: [138] [140/264] learning_rate: 0.000100 loss_class: 1.905943 loss_bbox: 0.147307 loss_giou: 0.199080 loss_mask: 0.396327 loss_dice: 0.395807 loss_class_aux: 12.217503 loss_bbox_aux: 0.965311 loss_giou_aux: 1.309604 loss_mask_aux: 2.418340 loss_dice_aux: 2.447160 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.673702 eta: 4:14:45 batch_cost: 0.6424 data_cost: 0.0022 ips: 12.4528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:28] ppdet.engine.callbacks INFO: Epoch: [138] [150/264] learning_rate: 0.000100 loss_class: 1.720696 loss_bbox: 0.140031 loss_giou: 0.192521 loss_mask: 0.433712 loss_dice: 0.398845 loss_class_aux: 10.737453 loss_bbox_aux: 0.960141 loss_giou_aux: 1.255343 loss_mask_aux: 2.624471 loss_dice_aux: 2.389809 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.446310 loss: 22.701049 eta: 4:14:34 batch_cost: 0.5935 data_cost: 0.0020 ips: 13.4785 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:34] ppdet.engine.callbacks INFO: Epoch: [138] [160/264] learning_rate: 0.000100 loss_class: 2.028054 loss_bbox: 0.165540 loss_giou: 0.208178 loss_mask: 0.419242 loss_dice: 0.404717 loss_class_aux: 13.082283 loss_bbox_aux: 1.099111 loss_giou_aux: 1.378746 loss_mask_aux: 2.699192 loss_dice_aux: 2.411619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.395737 loss: 24.359031 eta: 4:14:23 batch_cost: 0.5918 data_cost: 0.0027 ips: 13.5170 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:40] ppdet.engine.callbacks INFO: Epoch: [138] [170/264] learning_rate: 0.000100 loss_class: 1.846645 loss_bbox: 0.167937 loss_giou: 0.204989 loss_mask: 0.447984 loss_dice: 0.438784 loss_class_aux: 11.909121 loss_bbox_aux: 1.128004 loss_giou_aux: 1.377810 loss_mask_aux: 2.600200 loss_dice_aux: 2.605533 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.831985 loss: 24.854943 eta: 4:14:12 batch_cost: 0.6148 data_cost: 0.0029 ips: 13.0129 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:47] ppdet.engine.callbacks INFO: Epoch: [138] [180/264] learning_rate: 0.000100 loss_class: 1.764146 loss_bbox: 0.175077 loss_giou: 0.200738 loss_mask: 0.452009 loss_dice: 0.475267 loss_class_aux: 11.760962 loss_bbox_aux: 1.200386 loss_giou_aux: 1.310450 loss_mask_aux: 2.709852 loss_dice_aux: 2.792430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.388903 loss: 24.179684 eta: 4:14:01 batch_cost: 0.5857 data_cost: 0.0028 ips: 13.6577 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:53] ppdet.engine.callbacks INFO: Epoch: [138] [190/264] learning_rate: 0.000100 loss_class: 1.957463 loss_bbox: 0.187531 loss_giou: 0.225258 loss_mask: 0.530120 loss_dice: 0.431887 loss_class_aux: 12.649771 loss_bbox_aux: 1.310801 loss_giou_aux: 1.459044 loss_mask_aux: 3.437011 loss_dice_aux: 2.692125 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.004605 eta: 4:13:50 batch_cost: 0.5973 data_cost: 0.0028 ips: 13.3933 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:58:59] ppdet.engine.callbacks INFO: Epoch: [138] [200/264] learning_rate: 0.000100 loss_class: 1.869268 loss_bbox: 0.169714 loss_giou: 0.203450 loss_mask: 0.446109 loss_dice: 0.414444 loss_class_aux: 12.159354 loss_bbox_aux: 1.132803 loss_giou_aux: 1.282955 loss_mask_aux: 2.673487 loss_dice_aux: 2.527585 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.549472 loss: 24.971989 eta: 4:13:39 batch_cost: 0.5890 data_cost: 0.0027 ips: 13.5831 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:59:05] ppdet.engine.callbacks INFO: Epoch: [138] [210/264] learning_rate: 0.000100 loss_class: 1.894697 loss_bbox: 0.159651 loss_giou: 0.196369 loss_mask: 0.441212 loss_dice: 0.421653 loss_class_aux: 12.456434 loss_bbox_aux: 1.073898 loss_giou_aux: 1.275305 loss_mask_aux: 2.781964 loss_dice_aux: 2.558360 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.742271 eta: 4:13:28 batch_cost: 0.5488 data_cost: 0.0019 ips: 14.5785 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:59:11] ppdet.engine.callbacks INFO: Epoch: [138] [220/264] learning_rate: 0.000100 loss_class: 1.865579 loss_bbox: 0.139121 loss_giou: 0.199375 loss_mask: 0.402189 loss_dice: 0.431329 loss_class_aux: 12.325121 loss_bbox_aux: 0.886187 loss_giou_aux: 1.331450 loss_mask_aux: 2.300217 loss_dice_aux: 2.507594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.696997 loss: 24.084897 eta: 4:13:17 batch_cost: 0.6190 data_cost: 0.0022 ips: 12.9240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:59:17] ppdet.engine.callbacks INFO: Epoch: [138] [230/264] learning_rate: 0.000100 loss_class: 2.061505 loss_bbox: 0.175628 loss_giou: 0.220458 loss_mask: 0.419144 loss_dice: 0.416843 loss_class_aux: 13.225358 loss_bbox_aux: 1.157143 loss_giou_aux: 1.442154 loss_mask_aux: 2.474046 loss_dice_aux: 2.576587 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.143410 loss: 25.376616 eta: 4:13:06 batch_cost: 0.5602 data_cost: 0.0016 ips: 14.2807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:59:23] ppdet.engine.callbacks INFO: Epoch: [138] [240/264] learning_rate: 0.000100 loss_class: 1.956024 loss_bbox: 0.144919 loss_giou: 0.201934 loss_mask: 0.385467 loss_dice: 0.378627 loss_class_aux: 12.637681 loss_bbox_aux: 0.998185 loss_giou_aux: 1.313252 loss_mask_aux: 2.286419 loss_dice_aux: 2.295282 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.157786 eta: 4:12:55 batch_cost: 0.5550 data_cost: 0.0016 ips: 14.4137 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:59:29] ppdet.engine.callbacks INFO: Epoch: [138] [250/264] learning_rate: 0.000100 loss_class: 1.877425 loss_bbox: 0.153363 loss_giou: 0.196920 loss_mask: 0.375804 loss_dice: 0.369032 loss_class_aux: 12.116538 loss_bbox_aux: 1.022341 loss_giou_aux: 1.294924 loss_mask_aux: 2.338697 loss_dice_aux: 2.309562 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.741838 eta: 4:12:44 batch_cost: 0.5379 data_cost: 0.0015 ips: 14.8728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 05:59:34] ppdet.engine.callbacks INFO: Epoch: [138] [260/264] learning_rate: 0.000100 loss_class: 1.698432 loss_bbox: 0.162871 loss_giou: 0.181307 loss_mask: 0.408639 loss_dice: 0.344743 loss_class_aux: 10.998359 loss_bbox_aux: 1.067086 loss_giou_aux: 1.183440 loss_mask_aux: 2.443718 loss_dice_aux: 2.086845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.585317 loss: 21.561872 eta: 4:12:33 batch_cost: 0.5643 data_cost: 0.0015 ips: 14.1769 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:00:36] ppdet.engine.callbacks INFO: Epoch: [139] [  0/264] learning_rate: 0.000100 loss_class: 1.983701 loss_bbox: 0.166273 loss_giou: 0.197123 loss_mask: 0.531733 loss_dice: 0.366049 loss_class_aux: 12.595928 loss_bbox_aux: 1.101746 loss_giou_aux: 1.306084 loss_mask_aux: 3.281446 loss_dice_aux: 2.189315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.787142 loss: 23.771945 eta: 4:12:35 batch_cost: 2.0653 data_cost: 1.4616 ips: 3.8735 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:00:45] ppdet.engine.callbacks INFO: Epoch: [139] [ 10/264] learning_rate: 0.000100 loss_class: 2.115753 loss_bbox: 0.153449 loss_giou: 0.216883 loss_mask: 0.367323 loss_dice: 0.406289 loss_class_aux: 13.687457 loss_bbox_aux: 1.060064 loss_giou_aux: 1.388044 loss_mask_aux: 2.227504 loss_dice_aux: 2.492154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.736253 loss: 24.748452 eta: 4:12:25 batch_cost: 0.8347 data_cost: 0.0156 ips: 9.5839 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:00:52] ppdet.engine.callbacks INFO: Epoch: [139] [ 20/264] learning_rate: 0.000100 loss_class: 2.019011 loss_bbox: 0.145161 loss_giou: 0.205106 loss_mask: 0.436243 loss_dice: 0.406066 loss_class_aux: 12.876992 loss_bbox_aux: 1.028887 loss_giou_aux: 1.340477 loss_mask_aux: 2.550712 loss_dice_aux: 2.521227 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.516622 eta: 4:12:14 batch_cost: 0.6634 data_cost: 0.0028 ips: 12.0586 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:00:58] ppdet.engine.callbacks INFO: Epoch: [139] [ 30/264] learning_rate: 0.000100 loss_class: 1.880176 loss_bbox: 0.172918 loss_giou: 0.194949 loss_mask: 0.424845 loss_dice: 0.378367 loss_class_aux: 12.031281 loss_bbox_aux: 1.135852 loss_giou_aux: 1.293359 loss_mask_aux: 2.707650 loss_dice_aux: 2.300388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.511193 loss: 23.601012 eta: 4:12:03 batch_cost: 0.5897 data_cost: 0.0024 ips: 13.5662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:00:58] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:00:58] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:01:04] ppdet.engine.callbacks INFO: Epoch: [139] [ 40/264] learning_rate: 0.000100 loss_class: 1.694542 loss_bbox: 0.137853 loss_giou: 0.187755 loss_mask: 0.341836 loss_dice: 0.359744 loss_class_aux: 10.864462 loss_bbox_aux: 0.966946 loss_giou_aux: 1.222753 loss_mask_aux: 2.213461 loss_dice_aux: 2.183051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.628319 loss: 20.843474 eta: 4:11:52 batch_cost: 0.5591 data_cost: 0.0021 ips: 14.3081 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:10] ppdet.engine.callbacks INFO: Epoch: [139] [ 50/264] learning_rate: 0.000100 loss_class: 2.080432 loss_bbox: 0.144812 loss_giou: 0.209747 loss_mask: 0.344627 loss_dice: 0.430053 loss_class_aux: 13.424502 loss_bbox_aux: 0.946971 loss_giou_aux: 1.331978 loss_mask_aux: 2.130567 loss_dice_aux: 2.572717 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.449052 eta: 4:11:41 batch_cost: 0.5994 data_cost: 0.0028 ips: 13.3457 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:16] ppdet.engine.callbacks INFO: Epoch: [139] [ 60/264] learning_rate: 0.000100 loss_class: 1.984281 loss_bbox: 0.172977 loss_giou: 0.222180 loss_mask: 0.446093 loss_dice: 0.437103 loss_class_aux: 12.869239 loss_bbox_aux: 1.072305 loss_giou_aux: 1.432453 loss_mask_aux: 2.628695 loss_dice_aux: 2.717576 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.183387 eta: 4:11:30 batch_cost: 0.5810 data_cost: 0.0023 ips: 13.7703 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:23] ppdet.engine.callbacks INFO: Epoch: [139] [ 70/264] learning_rate: 0.000100 loss_class: 1.957700 loss_bbox: 0.151953 loss_giou: 0.224950 loss_mask: 0.467655 loss_dice: 0.433463 loss_class_aux: 12.351378 loss_bbox_aux: 0.990503 loss_giou_aux: 1.434602 loss_mask_aux: 2.755624 loss_dice_aux: 2.614732 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.372983 eta: 4:11:20 batch_cost: 0.5904 data_cost: 0.0021 ips: 13.5496 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:29] ppdet.engine.callbacks INFO: Epoch: [139] [ 80/264] learning_rate: 0.000100 loss_class: 1.997823 loss_bbox: 0.163605 loss_giou: 0.222174 loss_mask: 0.458848 loss_dice: 0.420467 loss_class_aux: 12.980201 loss_bbox_aux: 1.067379 loss_giou_aux: 1.414845 loss_mask_aux: 2.799869 loss_dice_aux: 2.569367 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.441500 eta: 4:11:09 batch_cost: 0.5896 data_cost: 0.0022 ips: 13.5693 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:35] ppdet.engine.callbacks INFO: Epoch: [139] [ 90/264] learning_rate: 0.000100 loss_class: 1.813963 loss_bbox: 0.145599 loss_giou: 0.171759 loss_mask: 0.365097 loss_dice: 0.407007 loss_class_aux: 11.743454 loss_bbox_aux: 0.983098 loss_giou_aux: 1.143750 loss_mask_aux: 2.295242 loss_dice_aux: 2.471890 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.434835 loss: 22.385357 eta: 4:10:58 batch_cost: 0.6276 data_cost: 0.0026 ips: 12.7465 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:42] ppdet.engine.callbacks INFO: Epoch: [139] [100/264] learning_rate: 0.000100 loss_class: 1.899802 loss_bbox: 0.148154 loss_giou: 0.209238 loss_mask: 0.400417 loss_dice: 0.410924 loss_class_aux: 11.989838 loss_bbox_aux: 0.999602 loss_giou_aux: 1.378240 loss_mask_aux: 2.379748 loss_dice_aux: 2.466172 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.511193 loss: 23.698560 eta: 4:10:47 batch_cost: 0.6018 data_cost: 0.0021 ips: 13.2934 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:48] ppdet.engine.callbacks INFO: Epoch: [139] [110/264] learning_rate: 0.000100 loss_class: 1.845486 loss_bbox: 0.144874 loss_giou: 0.199145 loss_mask: 0.380084 loss_dice: 0.380562 loss_class_aux: 11.694943 loss_bbox_aux: 0.969535 loss_giou_aux: 1.320363 loss_mask_aux: 2.449647 loss_dice_aux: 2.314389 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.624697 loss: 23.474275 eta: 4:10:36 batch_cost: 0.5955 data_cost: 0.0020 ips: 13.4334 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:01:55] ppdet.engine.callbacks INFO: Epoch: [139] [120/264] learning_rate: 0.000100 loss_class: 2.135959 loss_bbox: 0.161726 loss_giou: 0.222863 loss_mask: 0.365985 loss_dice: 0.407845 loss_class_aux: 13.566563 loss_bbox_aux: 1.041078 loss_giou_aux: 1.433252 loss_mask_aux: 2.228408 loss_dice_aux: 2.462999 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.266060 eta: 4:10:25 batch_cost: 0.6435 data_cost: 0.0022 ips: 12.4322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:01] ppdet.engine.callbacks INFO: Epoch: [139] [130/264] learning_rate: 0.000100 loss_class: 1.822583 loss_bbox: 0.127239 loss_giou: 0.188875 loss_mask: 0.388157 loss_dice: 0.366618 loss_class_aux: 11.767793 loss_bbox_aux: 0.858651 loss_giou_aux: 1.257773 loss_mask_aux: 2.352669 loss_dice_aux: 2.230975 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.515010 loss: 21.219488 eta: 4:10:14 batch_cost: 0.5724 data_cost: 0.0020 ips: 13.9751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:07] ppdet.engine.callbacks INFO: Epoch: [139] [140/264] learning_rate: 0.000100 loss_class: 2.119572 loss_bbox: 0.155442 loss_giou: 0.200553 loss_mask: 0.407508 loss_dice: 0.406921 loss_class_aux: 13.409612 loss_bbox_aux: 1.049168 loss_giou_aux: 1.290457 loss_mask_aux: 2.604385 loss_dice_aux: 2.447913 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.670944 eta: 4:10:03 batch_cost: 0.5840 data_cost: 0.0020 ips: 13.6978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:13] ppdet.engine.callbacks INFO: Epoch: [139] [150/264] learning_rate: 0.000100 loss_class: 1.711021 loss_bbox: 0.126692 loss_giou: 0.176653 loss_mask: 0.314364 loss_dice: 0.356771 loss_class_aux: 11.180476 loss_bbox_aux: 0.838443 loss_giou_aux: 1.154485 loss_mask_aux: 1.874284 loss_dice_aux: 2.079247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.225767 eta: 4:09:53 batch_cost: 0.5907 data_cost: 0.0019 ips: 13.5433 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:20] ppdet.engine.callbacks INFO: Epoch: [139] [160/264] learning_rate: 0.000100 loss_class: 1.828266 loss_bbox: 0.140081 loss_giou: 0.203500 loss_mask: 0.323747 loss_dice: 0.397316 loss_class_aux: 11.618437 loss_bbox_aux: 0.941687 loss_giou_aux: 1.324135 loss_mask_aux: 1.931120 loss_dice_aux: 2.364424 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.891477 eta: 4:09:42 batch_cost: 0.6251 data_cost: 0.0018 ips: 12.7986 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:26] ppdet.engine.callbacks INFO: Epoch: [139] [170/264] learning_rate: 0.000100 loss_class: 2.102449 loss_bbox: 0.163125 loss_giou: 0.225675 loss_mask: 0.469263 loss_dice: 0.440465 loss_class_aux: 13.766279 loss_bbox_aux: 1.076954 loss_giou_aux: 1.462670 loss_mask_aux: 2.852428 loss_dice_aux: 2.709281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.432777 eta: 4:09:31 batch_cost: 0.5951 data_cost: 0.0019 ips: 13.4431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:32] ppdet.engine.callbacks INFO: Epoch: [139] [180/264] learning_rate: 0.000100 loss_class: 1.899752 loss_bbox: 0.157315 loss_giou: 0.203446 loss_mask: 0.413396 loss_dice: 0.393163 loss_class_aux: 12.113850 loss_bbox_aux: 1.040296 loss_giou_aux: 1.278099 loss_mask_aux: 2.534834 loss_dice_aux: 2.390468 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.400329 eta: 4:09:20 batch_cost: 0.5949 data_cost: 0.0019 ips: 13.4484 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:38] ppdet.engine.callbacks INFO: Epoch: [139] [190/264] learning_rate: 0.000100 loss_class: 2.080513 loss_bbox: 0.178579 loss_giou: 0.219246 loss_mask: 0.489872 loss_dice: 0.433163 loss_class_aux: 13.635170 loss_bbox_aux: 1.145030 loss_giou_aux: 1.427235 loss_mask_aux: 2.915537 loss_dice_aux: 2.614089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.183367 eta: 4:09:09 batch_cost: 0.5765 data_cost: 0.0021 ips: 13.8761 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:44] ppdet.engine.callbacks INFO: Epoch: [139] [200/264] learning_rate: 0.000100 loss_class: 1.886878 loss_bbox: 0.155666 loss_giou: 0.213843 loss_mask: 0.443853 loss_dice: 0.397430 loss_class_aux: 11.940976 loss_bbox_aux: 1.046665 loss_giou_aux: 1.418623 loss_mask_aux: 2.713651 loss_dice_aux: 2.494571 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.627158 eta: 4:08:58 batch_cost: 0.5759 data_cost: 0.0019 ips: 13.8912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:50] ppdet.engine.callbacks INFO: Epoch: [139] [210/264] learning_rate: 0.000100 loss_class: 2.002615 loss_bbox: 0.130521 loss_giou: 0.196358 loss_mask: 0.367818 loss_dice: 0.414049 loss_class_aux: 12.376747 loss_bbox_aux: 0.886045 loss_giou_aux: 1.285839 loss_mask_aux: 2.206630 loss_dice_aux: 2.492292 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.072453 eta: 4:08:47 batch_cost: 0.5663 data_cost: 0.0020 ips: 14.1264 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:02:56] ppdet.engine.callbacks INFO: Epoch: [139] [220/264] learning_rate: 0.000100 loss_class: 1.982885 loss_bbox: 0.147583 loss_giou: 0.207434 loss_mask: 0.418586 loss_dice: 0.412761 loss_class_aux: 13.138292 loss_bbox_aux: 0.987175 loss_giou_aux: 1.321174 loss_mask_aux: 2.528122 loss_dice_aux: 2.472569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.649516 eta: 4:08:36 batch_cost: 0.5866 data_cost: 0.0020 ips: 13.6371 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:03:03] ppdet.engine.callbacks INFO: Epoch: [139] [230/264] learning_rate: 0.000100 loss_class: 2.055043 loss_bbox: 0.153498 loss_giou: 0.215221 loss_mask: 0.417356 loss_dice: 0.400865 loss_class_aux: 13.433292 loss_bbox_aux: 1.068917 loss_giou_aux: 1.385829 loss_mask_aux: 2.437819 loss_dice_aux: 2.506304 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.790161 loss: 25.635495 eta: 4:08:25 batch_cost: 0.6042 data_cost: 0.0016 ips: 13.2413 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:03:08] ppdet.engine.callbacks INFO: Epoch: [139] [240/264] learning_rate: 0.000100 loss_class: 1.796813 loss_bbox: 0.137258 loss_giou: 0.182796 loss_mask: 0.370504 loss_dice: 0.364572 loss_class_aux: 11.171305 loss_bbox_aux: 0.893838 loss_giou_aux: 1.202422 loss_mask_aux: 2.236701 loss_dice_aux: 2.265033 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.655005 eta: 4:08:14 batch_cost: 0.5609 data_cost: 0.0015 ips: 14.2620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:03:14] ppdet.engine.callbacks INFO: Epoch: [139] [250/264] learning_rate: 0.000100 loss_class: 1.865439 loss_bbox: 0.122921 loss_giou: 0.169608 loss_mask: 0.355641 loss_dice: 0.352672 loss_class_aux: 12.054519 loss_bbox_aux: 0.894886 loss_giou_aux: 1.112624 loss_mask_aux: 2.166301 loss_dice_aux: 2.159964 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.439253 loss: 23.353966 eta: 4:08:03 batch_cost: 0.5345 data_cost: 0.0015 ips: 14.9668 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:03:20] ppdet.engine.callbacks INFO: Epoch: [139] [260/264] learning_rate: 0.000100 loss_class: 1.915513 loss_bbox: 0.150056 loss_giou: 0.208976 loss_mask: 0.373490 loss_dice: 0.410598 loss_class_aux: 12.340020 loss_bbox_aux: 0.941795 loss_giou_aux: 1.349681 loss_mask_aux: 2.278401 loss_dice_aux: 2.467137 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.909066 loss: 24.161168 eta: 4:07:52 batch_cost: 0.5667 data_cost: 0.0015 ips: 14.1159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:04:07] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/139
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:04:12] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/139/inference/inference.yml
[05/14 06:04:12] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 06:04:13] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/139/inference
[05/14 06:04:17] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 06:04:25] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 06:04:33] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 06:04:36] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:04:36] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.69s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.508
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.704
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.604
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.400
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.729
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.761
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.761
[05/14 06:04:39] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.331671952078404
[05/14 06:04:39] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 06:04:39] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/139
[05/14 06:04:39] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 06:04:39] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 06:04:42] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:04:47] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 06:04:47] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 06:04:48] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 06:05:04] ppdet.engine.callbacks INFO: Epoch: [140] [  0/264] learning_rate: 0.000100 loss_class: 1.863313 loss_bbox: 0.139538 loss_giou: 0.198200 loss_mask: 0.335479 loss_dice: 0.406997 loss_class_aux: 12.106344 loss_bbox_aux: 1.006193 loss_giou_aux: 1.210154 loss_mask_aux: 2.091097 loss_dice_aux: 2.419864 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.721548 eta: 4:07:53 batch_cost: 1.8373 data_cost: 1.2305 ips: 4.3542 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:16] ppdet.engine.callbacks INFO: Epoch: [140] [ 10/264] learning_rate: 0.000100 loss_class: 1.838063 loss_bbox: 0.136309 loss_giou: 0.215741 loss_mask: 0.334107 loss_dice: 0.377533 loss_class_aux: 11.570100 loss_bbox_aux: 0.868159 loss_giou_aux: 1.372080 loss_mask_aux: 2.065160 loss_dice_aux: 2.280418 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.590884 eta: 4:07:45 batch_cost: 1.2081 data_cost: 0.4015 ips: 6.6217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:23] ppdet.engine.callbacks INFO: Epoch: [140] [ 20/264] learning_rate: 0.000100 loss_class: 2.004965 loss_bbox: 0.159398 loss_giou: 0.221089 loss_mask: 0.393673 loss_dice: 0.416119 loss_class_aux: 12.939148 loss_bbox_aux: 1.069345 loss_giou_aux: 1.436551 loss_mask_aux: 2.416536 loss_dice_aux: 2.509685 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.744454 eta: 4:07:34 batch_cost: 0.6267 data_cost: 0.0025 ips: 12.7655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:29] ppdet.engine.callbacks INFO: Epoch: [140] [ 30/264] learning_rate: 0.000100 loss_class: 1.957958 loss_bbox: 0.124751 loss_giou: 0.222165 loss_mask: 0.355819 loss_dice: 0.399367 loss_class_aux: 12.363251 loss_bbox_aux: 0.818807 loss_giou_aux: 1.434038 loss_mask_aux: 2.206321 loss_dice_aux: 2.468687 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.826411 eta: 4:07:24 batch_cost: 0.6178 data_cost: 0.0023 ips: 12.9488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:36] ppdet.engine.callbacks INFO: Epoch: [140] [ 40/264] learning_rate: 0.000100 loss_class: 2.205872 loss_bbox: 0.157554 loss_giou: 0.208500 loss_mask: 0.468326 loss_dice: 0.425224 loss_class_aux: 13.646823 loss_bbox_aux: 1.142164 loss_giou_aux: 1.363738 loss_mask_aux: 2.878560 loss_dice_aux: 2.551652 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.554694 loss: 25.793920 eta: 4:07:13 batch_cost: 0.6094 data_cost: 0.0022 ips: 13.1276 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:42] ppdet.engine.callbacks INFO: Epoch: [140] [ 50/264] learning_rate: 0.000100 loss_class: 2.062352 loss_bbox: 0.164871 loss_giou: 0.222817 loss_mask: 0.395999 loss_dice: 0.443338 loss_class_aux: 13.158381 loss_bbox_aux: 1.080449 loss_giou_aux: 1.433440 loss_mask_aux: 2.374190 loss_dice_aux: 2.671857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.437388 loss: 24.401351 eta: 4:07:02 batch_cost: 0.6459 data_cost: 0.0024 ips: 12.3851 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:49] ppdet.engine.callbacks INFO: Epoch: [140] [ 60/264] learning_rate: 0.000100 loss_class: 2.221307 loss_bbox: 0.186098 loss_giou: 0.205084 loss_mask: 0.488989 loss_dice: 0.442734 loss_class_aux: 13.741748 loss_bbox_aux: 1.209476 loss_giou_aux: 1.331000 loss_mask_aux: 3.032514 loss_dice_aux: 2.700544 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.621218 loss: 26.972829 eta: 4:06:51 batch_cost: 0.6126 data_cost: 0.0021 ips: 13.0601 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:05:55] ppdet.engine.callbacks INFO: Epoch: [140] [ 70/264] learning_rate: 0.000100 loss_class: 1.975709 loss_bbox: 0.196113 loss_giou: 0.201589 loss_mask: 0.468235 loss_dice: 0.423434 loss_class_aux: 12.704326 loss_bbox_aux: 1.293661 loss_giou_aux: 1.362605 loss_mask_aux: 2.820197 loss_dice_aux: 2.579768 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.885197 loss: 24.853550 eta: 4:06:40 batch_cost: 0.5869 data_cost: 0.0020 ips: 13.6320 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:01] ppdet.engine.callbacks INFO: Epoch: [140] [ 80/264] learning_rate: 0.000100 loss_class: 2.182919 loss_bbox: 0.153626 loss_giou: 0.206777 loss_mask: 0.425071 loss_dice: 0.371728 loss_class_aux: 13.589110 loss_bbox_aux: 1.045931 loss_giou_aux: 1.333618 loss_mask_aux: 2.626804 loss_dice_aux: 2.321996 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.327885 eta: 4:06:30 batch_cost: 0.6116 data_cost: 0.0023 ips: 13.0802 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:08] ppdet.engine.callbacks INFO: Epoch: [140] [ 90/264] learning_rate: 0.000100 loss_class: 2.328366 loss_bbox: 0.207941 loss_giou: 0.223562 loss_mask: 0.541790 loss_dice: 0.444838 loss_class_aux: 14.620100 loss_bbox_aux: 1.373982 loss_giou_aux: 1.460945 loss_mask_aux: 3.455064 loss_dice_aux: 2.756592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.530137 loss: 28.783296 eta: 4:06:19 batch_cost: 0.5893 data_cost: 0.0022 ips: 13.5744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:14] ppdet.engine.callbacks INFO: Epoch: [140] [100/264] learning_rate: 0.000100 loss_class: 1.905854 loss_bbox: 0.142623 loss_giou: 0.200660 loss_mask: 0.420212 loss_dice: 0.410072 loss_class_aux: 12.051247 loss_bbox_aux: 0.928063 loss_giou_aux: 1.272027 loss_mask_aux: 2.537244 loss_dice_aux: 2.543031 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.805017 eta: 4:06:08 batch_cost: 0.5748 data_cost: 0.0019 ips: 13.9175 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:20] ppdet.engine.callbacks INFO: Epoch: [140] [110/264] learning_rate: 0.000100 loss_class: 1.956468 loss_bbox: 0.159506 loss_giou: 0.208614 loss_mask: 0.397085 loss_dice: 0.428352 loss_class_aux: 13.207832 loss_bbox_aux: 0.965856 loss_giou_aux: 1.336362 loss_mask_aux: 2.417169 loss_dice_aux: 2.547419 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.676530 eta: 4:05:57 batch_cost: 0.6269 data_cost: 0.0024 ips: 12.7620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:26] ppdet.engine.callbacks INFO: Epoch: [140] [120/264] learning_rate: 0.000100 loss_class: 2.076217 loss_bbox: 0.149230 loss_giou: 0.206220 loss_mask: 0.445439 loss_dice: 0.412242 loss_class_aux: 13.286438 loss_bbox_aux: 1.059618 loss_giou_aux: 1.337177 loss_mask_aux: 2.498931 loss_dice_aux: 2.496010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.327591 eta: 4:05:46 batch_cost: 0.5792 data_cost: 0.0020 ips: 13.8118 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:33] ppdet.engine.callbacks INFO: Epoch: [140] [130/264] learning_rate: 0.000100 loss_class: 1.999876 loss_bbox: 0.141122 loss_giou: 0.209811 loss_mask: 0.341689 loss_dice: 0.389079 loss_class_aux: 12.769713 loss_bbox_aux: 1.006912 loss_giou_aux: 1.274151 loss_mask_aux: 2.063277 loss_dice_aux: 2.392513 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.475055 eta: 4:05:36 batch_cost: 0.6131 data_cost: 0.0021 ips: 13.0488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:39] ppdet.engine.callbacks INFO: Epoch: [140] [140/264] learning_rate: 0.000100 loss_class: 1.986876 loss_bbox: 0.159014 loss_giou: 0.192991 loss_mask: 0.455196 loss_dice: 0.409854 loss_class_aux: 12.754384 loss_bbox_aux: 1.091788 loss_giou_aux: 1.255338 loss_mask_aux: 2.878889 loss_dice_aux: 2.578297 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.266310 eta: 4:05:25 batch_cost: 0.6075 data_cost: 0.0029 ips: 13.1682 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:46] ppdet.engine.callbacks INFO: Epoch: [140] [150/264] learning_rate: 0.000100 loss_class: 2.055897 loss_bbox: 0.159715 loss_giou: 0.204232 loss_mask: 0.470639 loss_dice: 0.408090 loss_class_aux: 12.914823 loss_bbox_aux: 1.083057 loss_giou_aux: 1.323112 loss_mask_aux: 2.981608 loss_dice_aux: 2.513944 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568374 loss: 26.176643 eta: 4:05:14 batch_cost: 0.6465 data_cost: 0.0030 ips: 12.3736 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:52] ppdet.engine.callbacks INFO: Epoch: [140] [160/264] learning_rate: 0.000100 loss_class: 1.882039 loss_bbox: 0.175103 loss_giou: 0.215895 loss_mask: 0.507457 loss_dice: 0.435597 loss_class_aux: 11.927081 loss_bbox_aux: 1.122858 loss_giou_aux: 1.332935 loss_mask_aux: 3.042559 loss_dice_aux: 2.633461 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.657729 loss: 25.599686 eta: 4:05:03 batch_cost: 0.5996 data_cost: 0.0029 ips: 13.3428 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:06:58] ppdet.engine.callbacks INFO: Epoch: [140] [170/264] learning_rate: 0.000100 loss_class: 1.833649 loss_bbox: 0.132271 loss_giou: 0.198579 loss_mask: 0.364114 loss_dice: 0.423819 loss_class_aux: 11.861503 loss_bbox_aux: 0.924769 loss_giou_aux: 1.322251 loss_mask_aux: 2.276351 loss_dice_aux: 2.561615 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.748950 eta: 4:04:52 batch_cost: 0.5708 data_cost: 0.0027 ips: 14.0160 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:05] ppdet.engine.callbacks INFO: Epoch: [140] [180/264] learning_rate: 0.000100 loss_class: 1.984091 loss_bbox: 0.144883 loss_giou: 0.219098 loss_mask: 0.371860 loss_dice: 0.400483 loss_class_aux: 12.349813 loss_bbox_aux: 0.988839 loss_giou_aux: 1.395544 loss_mask_aux: 2.309205 loss_dice_aux: 2.470895 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.048529 loss: 23.817548 eta: 4:04:42 batch_cost: 0.6255 data_cost: 0.0021 ips: 12.7890 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:11] ppdet.engine.callbacks INFO: Epoch: [140] [190/264] learning_rate: 0.000100 loss_class: 1.793148 loss_bbox: 0.142436 loss_giou: 0.209118 loss_mask: 0.336766 loss_dice: 0.398171 loss_class_aux: 11.783140 loss_bbox_aux: 0.949177 loss_giou_aux: 1.388461 loss_mask_aux: 2.038667 loss_dice_aux: 2.406897 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.689763 eta: 4:04:31 batch_cost: 0.6388 data_cost: 0.0022 ips: 12.5234 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:17] ppdet.engine.callbacks INFO: Epoch: [140] [200/264] learning_rate: 0.000100 loss_class: 1.761259 loss_bbox: 0.136764 loss_giou: 0.190112 loss_mask: 0.382943 loss_dice: 0.381027 loss_class_aux: 11.492474 loss_bbox_aux: 0.928495 loss_giou_aux: 1.232845 loss_mask_aux: 2.332875 loss_dice_aux: 2.326756 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.494455 loss: 23.008937 eta: 4:04:20 batch_cost: 0.5690 data_cost: 0.0026 ips: 14.0602 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:24] ppdet.engine.callbacks INFO: Epoch: [140] [210/264] learning_rate: 0.000100 loss_class: 2.081035 loss_bbox: 0.158185 loss_giou: 0.228611 loss_mask: 0.399705 loss_dice: 0.452403 loss_class_aux: 13.090679 loss_bbox_aux: 1.060030 loss_giou_aux: 1.440118 loss_mask_aux: 2.473146 loss_dice_aux: 2.736470 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.069216 eta: 4:04:09 batch_cost: 0.6072 data_cost: 0.0025 ips: 13.1742 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:24] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:07:24] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:07:30] ppdet.engine.callbacks INFO: Epoch: [140] [220/264] learning_rate: 0.000100 loss_class: 1.916028 loss_bbox: 0.133868 loss_giou: 0.199138 loss_mask: 0.353022 loss_dice: 0.378561 loss_class_aux: 12.276937 loss_bbox_aux: 0.887932 loss_giou_aux: 1.304399 loss_mask_aux: 2.251107 loss_dice_aux: 2.344936 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.573346 eta: 4:03:59 batch_cost: 0.6151 data_cost: 0.0019 ips: 13.0055 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:37] ppdet.engine.callbacks INFO: Epoch: [140] [230/264] learning_rate: 0.000100 loss_class: 2.059611 loss_bbox: 0.179026 loss_giou: 0.230861 loss_mask: 0.444934 loss_dice: 0.424214 loss_class_aux: 13.434864 loss_bbox_aux: 1.164543 loss_giou_aux: 1.482424 loss_mask_aux: 2.746719 loss_dice_aux: 2.612894 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.744530 loss: 24.453290 eta: 4:03:48 batch_cost: 0.6148 data_cost: 0.0016 ips: 13.0124 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:43] ppdet.engine.callbacks INFO: Epoch: [140] [240/264] learning_rate: 0.000100 loss_class: 2.039924 loss_bbox: 0.166365 loss_giou: 0.204776 loss_mask: 0.413066 loss_dice: 0.412615 loss_class_aux: 13.181212 loss_bbox_aux: 1.134993 loss_giou_aux: 1.344686 loss_mask_aux: 2.554133 loss_dice_aux: 2.617794 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.738465 eta: 4:03:37 batch_cost: 0.5966 data_cost: 0.0015 ips: 13.4085 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:49] ppdet.engine.callbacks INFO: Epoch: [140] [250/264] learning_rate: 0.000100 loss_class: 1.867424 loss_bbox: 0.140888 loss_giou: 0.209353 loss_mask: 0.364034 loss_dice: 0.409495 loss_class_aux: 11.864607 loss_bbox_aux: 0.921463 loss_giou_aux: 1.348229 loss_mask_aux: 2.377365 loss_dice_aux: 2.419850 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.402939 loss: 22.126717 eta: 4:03:26 batch_cost: 0.5465 data_cost: 0.0015 ips: 14.6382 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:07:54] ppdet.engine.callbacks INFO: Epoch: [140] [260/264] learning_rate: 0.000100 loss_class: 1.909885 loss_bbox: 0.146305 loss_giou: 0.198844 loss_mask: 0.389765 loss_dice: 0.376978 loss_class_aux: 12.051257 loss_bbox_aux: 0.982181 loss_giou_aux: 1.270085 loss_mask_aux: 2.344241 loss_dice_aux: 2.289708 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.335346 eta: 4:03:15 batch_cost: 0.5479 data_cost: 0.0015 ips: 14.6002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:08:57] ppdet.engine.callbacks INFO: Epoch: [141] [  0/264] learning_rate: 0.000100 loss_class: 1.982198 loss_bbox: 0.146965 loss_giou: 0.197647 loss_mask: 0.350887 loss_dice: 0.370730 loss_class_aux: 12.311674 loss_bbox_aux: 0.991615 loss_giou_aux: 1.264354 loss_mask_aux: 2.131456 loss_dice_aux: 2.269947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.324143 eta: 4:03:17 batch_cost: 2.0893 data_cost: 1.4753 ips: 3.8290 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:05] ppdet.engine.callbacks INFO: Epoch: [141] [ 10/264] learning_rate: 0.000100 loss_class: 1.746526 loss_bbox: 0.150383 loss_giou: 0.193589 loss_mask: 0.393277 loss_dice: 0.361826 loss_class_aux: 11.400165 loss_bbox_aux: 0.975121 loss_giou_aux: 1.264229 loss_mask_aux: 2.430950 loss_dice_aux: 2.263340 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.990252 eta: 4:03:07 batch_cost: 0.8187 data_cost: 0.0025 ips: 9.7719 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:12] ppdet.engine.callbacks INFO: Epoch: [141] [ 20/264] learning_rate: 0.000100 loss_class: 1.654418 loss_bbox: 0.128120 loss_giou: 0.173872 loss_mask: 0.342388 loss_dice: 0.360913 loss_class_aux: 10.500363 loss_bbox_aux: 0.889426 loss_giou_aux: 1.157210 loss_mask_aux: 2.100273 loss_dice_aux: 2.234277 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 19.372413 eta: 4:02:57 batch_cost: 0.6729 data_cost: 0.0027 ips: 11.8884 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:19] ppdet.engine.callbacks INFO: Epoch: [141] [ 30/264] learning_rate: 0.000100 loss_class: 1.816816 loss_bbox: 0.142962 loss_giou: 0.210591 loss_mask: 0.368466 loss_dice: 0.368873 loss_class_aux: 11.699125 loss_bbox_aux: 0.975975 loss_giou_aux: 1.350994 loss_mask_aux: 2.262229 loss_dice_aux: 2.290718 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.268490 eta: 4:02:46 batch_cost: 0.6006 data_cost: 0.0021 ips: 13.3206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:25] ppdet.engine.callbacks INFO: Epoch: [141] [ 40/264] learning_rate: 0.000100 loss_class: 2.121077 loss_bbox: 0.145181 loss_giou: 0.218499 loss_mask: 0.378567 loss_dice: 0.424941 loss_class_aux: 13.350008 loss_bbox_aux: 0.988927 loss_giou_aux: 1.422905 loss_mask_aux: 2.256712 loss_dice_aux: 2.631600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.605823 loss: 23.844788 eta: 4:02:35 batch_cost: 0.5588 data_cost: 0.0020 ips: 14.3161 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:31] ppdet.engine.callbacks INFO: Epoch: [141] [ 50/264] learning_rate: 0.000100 loss_class: 1.934280 loss_bbox: 0.161146 loss_giou: 0.178240 loss_mask: 0.430235 loss_dice: 0.404397 loss_class_aux: 12.790613 loss_bbox_aux: 1.046143 loss_giou_aux: 1.174251 loss_mask_aux: 2.638713 loss_dice_aux: 2.456071 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.410638 eta: 4:02:24 batch_cost: 0.5656 data_cost: 0.0025 ips: 14.1444 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:37] ppdet.engine.callbacks INFO: Epoch: [141] [ 60/264] learning_rate: 0.000100 loss_class: 1.790565 loss_bbox: 0.143963 loss_giou: 0.200683 loss_mask: 0.446432 loss_dice: 0.398674 loss_class_aux: 11.732631 loss_bbox_aux: 0.912578 loss_giou_aux: 1.316430 loss_mask_aux: 2.569933 loss_dice_aux: 2.443882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.160551 eta: 4:02:13 batch_cost: 0.5774 data_cost: 0.0031 ips: 13.8543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:43] ppdet.engine.callbacks INFO: Epoch: [141] [ 70/264] learning_rate: 0.000100 loss_class: 1.770293 loss_bbox: 0.147574 loss_giou: 0.183346 loss_mask: 0.400743 loss_dice: 0.385161 loss_class_aux: 11.361582 loss_bbox_aux: 0.989195 loss_giou_aux: 1.190673 loss_mask_aux: 2.452190 loss_dice_aux: 2.392412 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.049767 eta: 4:02:02 batch_cost: 0.5715 data_cost: 0.0032 ips: 13.9985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:49] ppdet.engine.callbacks INFO: Epoch: [141] [ 80/264] learning_rate: 0.000100 loss_class: 1.698822 loss_bbox: 0.151409 loss_giou: 0.185942 loss_mask: 0.388517 loss_dice: 0.378675 loss_class_aux: 10.839046 loss_bbox_aux: 0.988605 loss_giou_aux: 1.164438 loss_mask_aux: 2.362119 loss_dice_aux: 2.237286 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.840242 eta: 4:01:52 batch_cost: 0.6103 data_cost: 0.0030 ips: 13.1077 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:09:55] ppdet.engine.callbacks INFO: Epoch: [141] [ 90/264] learning_rate: 0.000100 loss_class: 1.753603 loss_bbox: 0.133356 loss_giou: 0.189364 loss_mask: 0.330262 loss_dice: 0.380648 loss_class_aux: 11.110153 loss_bbox_aux: 0.881592 loss_giou_aux: 1.225177 loss_mask_aux: 2.025330 loss_dice_aux: 2.271560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.322784 eta: 4:01:41 batch_cost: 0.6053 data_cost: 0.0034 ips: 13.2171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:02] ppdet.engine.callbacks INFO: Epoch: [141] [100/264] learning_rate: 0.000100 loss_class: 1.860379 loss_bbox: 0.134427 loss_giou: 0.195431 loss_mask: 0.344615 loss_dice: 0.355792 loss_class_aux: 11.930718 loss_bbox_aux: 0.902919 loss_giou_aux: 1.264822 loss_mask_aux: 2.164511 loss_dice_aux: 2.165083 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.850956 eta: 4:01:30 batch_cost: 0.6020 data_cost: 0.0021 ips: 13.2894 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:08] ppdet.engine.callbacks INFO: Epoch: [141] [110/264] learning_rate: 0.000100 loss_class: 2.223013 loss_bbox: 0.152804 loss_giou: 0.211205 loss_mask: 0.397882 loss_dice: 0.404212 loss_class_aux: 14.128983 loss_bbox_aux: 1.023531 loss_giou_aux: 1.361675 loss_mask_aux: 2.462781 loss_dice_aux: 2.466456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.954619 loss: 25.946965 eta: 4:01:20 batch_cost: 0.6128 data_cost: 0.0020 ips: 13.0558 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:12] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:10:12] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:10:14] ppdet.engine.callbacks INFO: Epoch: [141] [120/264] learning_rate: 0.000100 loss_class: 1.926888 loss_bbox: 0.153460 loss_giou: 0.219369 loss_mask: 0.345933 loss_dice: 0.415010 loss_class_aux: 12.558659 loss_bbox_aux: 0.984995 loss_giou_aux: 1.486458 loss_mask_aux: 2.122713 loss_dice_aux: 2.529842 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.984011 loss: 23.382645 eta: 4:01:09 batch_cost: 0.5943 data_cost: 0.0021 ips: 13.4611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:21] ppdet.engine.callbacks INFO: Epoch: [141] [130/264] learning_rate: 0.000100 loss_class: 1.829142 loss_bbox: 0.134878 loss_giou: 0.197228 loss_mask: 0.403121 loss_dice: 0.374096 loss_class_aux: 11.724099 loss_bbox_aux: 0.951726 loss_giou_aux: 1.267716 loss_mask_aux: 2.472798 loss_dice_aux: 2.267767 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.832966 eta: 4:00:58 batch_cost: 0.6048 data_cost: 0.0021 ips: 13.2272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:27] ppdet.engine.callbacks INFO: Epoch: [141] [140/264] learning_rate: 0.000100 loss_class: 1.853921 loss_bbox: 0.148960 loss_giou: 0.203344 loss_mask: 0.363026 loss_dice: 0.376533 loss_class_aux: 11.878213 loss_bbox_aux: 1.013793 loss_giou_aux: 1.324891 loss_mask_aux: 2.231364 loss_dice_aux: 2.322859 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.224719 eta: 4:00:47 batch_cost: 0.5676 data_cost: 0.0020 ips: 14.0954 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:32] ppdet.engine.callbacks INFO: Epoch: [141] [150/264] learning_rate: 0.000100 loss_class: 1.717609 loss_bbox: 0.139302 loss_giou: 0.191887 loss_mask: 0.282144 loss_dice: 0.375240 loss_class_aux: 11.120447 loss_bbox_aux: 0.867854 loss_giou_aux: 1.203081 loss_mask_aux: 1.702642 loss_dice_aux: 2.219072 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.496726 eta: 4:00:36 batch_cost: 0.5520 data_cost: 0.0020 ips: 14.4929 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:38] ppdet.engine.callbacks INFO: Epoch: [141] [160/264] learning_rate: 0.000100 loss_class: 2.008156 loss_bbox: 0.149887 loss_giou: 0.190959 loss_mask: 0.464606 loss_dice: 0.406057 loss_class_aux: 12.599755 loss_bbox_aux: 1.007249 loss_giou_aux: 1.282837 loss_mask_aux: 2.888515 loss_dice_aux: 2.523156 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.896616 loss: 24.653712 eta: 4:00:25 batch_cost: 0.5741 data_cost: 0.0024 ips: 13.9337 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:45] ppdet.engine.callbacks INFO: Epoch: [141] [170/264] learning_rate: 0.000100 loss_class: 2.032923 loss_bbox: 0.133905 loss_giou: 0.220985 loss_mask: 0.349209 loss_dice: 0.418548 loss_class_aux: 12.577865 loss_bbox_aux: 0.890672 loss_giou_aux: 1.402321 loss_mask_aux: 2.119700 loss_dice_aux: 2.540931 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.385416 loss: 23.838737 eta: 4:00:15 batch_cost: 0.5816 data_cost: 0.0030 ips: 13.7552 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:50] ppdet.engine.callbacks INFO: Epoch: [141] [180/264] learning_rate: 0.000100 loss_class: 1.904453 loss_bbox: 0.153383 loss_giou: 0.218132 loss_mask: 0.411746 loss_dice: 0.418384 loss_class_aux: 12.065328 loss_bbox_aux: 1.092215 loss_giou_aux: 1.393702 loss_mask_aux: 2.619934 loss_dice_aux: 2.583301 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.559230 eta: 4:00:04 batch_cost: 0.5270 data_cost: 0.0022 ips: 15.1810 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:10:56] ppdet.engine.callbacks INFO: Epoch: [141] [190/264] learning_rate: 0.000100 loss_class: 1.736893 loss_bbox: 0.137603 loss_giou: 0.189768 loss_mask: 0.317853 loss_dice: 0.372076 loss_class_aux: 11.201419 loss_bbox_aux: 0.923604 loss_giou_aux: 1.231870 loss_mask_aux: 1.970213 loss_dice_aux: 2.239506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.080978 eta: 3:59:53 batch_cost: 0.5966 data_cost: 0.0023 ips: 13.4100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:02] ppdet.engine.callbacks INFO: Epoch: [141] [200/264] learning_rate: 0.000100 loss_class: 1.982120 loss_bbox: 0.146819 loss_giou: 0.213021 loss_mask: 0.342884 loss_dice: 0.406833 loss_class_aux: 12.839664 loss_bbox_aux: 0.982569 loss_giou_aux: 1.373305 loss_mask_aux: 2.071767 loss_dice_aux: 2.491750 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.761396 loss: 24.717097 eta: 3:59:42 batch_cost: 0.5802 data_cost: 0.0019 ips: 13.7894 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:09] ppdet.engine.callbacks INFO: Epoch: [141] [210/264] learning_rate: 0.000100 loss_class: 2.076177 loss_bbox: 0.186235 loss_giou: 0.238850 loss_mask: 0.456864 loss_dice: 0.464427 loss_class_aux: 12.971208 loss_bbox_aux: 1.297484 loss_giou_aux: 1.526785 loss_mask_aux: 2.891924 loss_dice_aux: 2.933483 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.384736 loss: 25.405294 eta: 3:59:31 batch_cost: 0.6026 data_cost: 0.0022 ips: 13.2759 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:15] ppdet.engine.callbacks INFO: Epoch: [141] [220/264] learning_rate: 0.000100 loss_class: 2.270510 loss_bbox: 0.159576 loss_giou: 0.226336 loss_mask: 0.443227 loss_dice: 0.447127 loss_class_aux: 15.117913 loss_bbox_aux: 1.116071 loss_giou_aux: 1.444794 loss_mask_aux: 2.784519 loss_dice_aux: 2.618181 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.243023 loss: 28.811862 eta: 3:59:20 batch_cost: 0.5684 data_cost: 0.0019 ips: 14.0757 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:20] ppdet.engine.callbacks INFO: Epoch: [141] [230/264] learning_rate: 0.000100 loss_class: 2.067536 loss_bbox: 0.136605 loss_giou: 0.193849 loss_mask: 0.346997 loss_dice: 0.383087 loss_class_aux: 12.716907 loss_bbox_aux: 0.891313 loss_giou_aux: 1.305882 loss_mask_aux: 2.112985 loss_dice_aux: 2.375001 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.076488 eta: 3:59:09 batch_cost: 0.5394 data_cost: 0.0016 ips: 14.8325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:26] ppdet.engine.callbacks INFO: Epoch: [141] [240/264] learning_rate: 0.000100 loss_class: 2.042090 loss_bbox: 0.152499 loss_giou: 0.201135 loss_mask: 0.429439 loss_dice: 0.408099 loss_class_aux: 12.898716 loss_bbox_aux: 0.937456 loss_giou_aux: 1.321972 loss_mask_aux: 2.324126 loss_dice_aux: 2.410519 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.480148 loss: 23.757863 eta: 3:58:59 batch_cost: 0.5593 data_cost: 0.0016 ips: 14.3049 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:32] ppdet.engine.callbacks INFO: Epoch: [141] [250/264] learning_rate: 0.000100 loss_class: 1.953373 loss_bbox: 0.133617 loss_giou: 0.198774 loss_mask: 0.334114 loss_dice: 0.380441 loss_class_aux: 12.272943 loss_bbox_aux: 0.872949 loss_giou_aux: 1.289729 loss_mask_aux: 1.961853 loss_dice_aux: 2.305348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.983047 loss: 23.370673 eta: 3:58:48 batch_cost: 0.5618 data_cost: 0.0015 ips: 14.2388 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:11:38] ppdet.engine.callbacks INFO: Epoch: [141] [260/264] learning_rate: 0.000100 loss_class: 1.917098 loss_bbox: 0.146636 loss_giou: 0.201165 loss_mask: 0.353912 loss_dice: 0.378357 loss_class_aux: 12.054867 loss_bbox_aux: 1.006662 loss_giou_aux: 1.292914 loss_mask_aux: 2.108438 loss_dice_aux: 2.290787 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.424019 loss: 24.158548 eta: 3:58:37 batch_cost: 0.5554 data_cost: 0.0016 ips: 14.4028 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:12:40] ppdet.engine.callbacks INFO: Epoch: [142] [  0/264] learning_rate: 0.000100 loss_class: 1.910819 loss_bbox: 0.134580 loss_giou: 0.208832 loss_mask: 0.337724 loss_dice: 0.378357 loss_class_aux: 12.151993 loss_bbox_aux: 0.909789 loss_giou_aux: 1.347427 loss_mask_aux: 2.014496 loss_dice_aux: 2.290787 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.609821 loss: 22.239643 eta: 3:58:38 batch_cost: 2.0025 data_cost: 1.3788 ips: 3.9950 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:12:49] ppdet.engine.callbacks INFO: Epoch: [142] [ 10/264] learning_rate: 0.000100 loss_class: 1.924307 loss_bbox: 0.154281 loss_giou: 0.205218 loss_mask: 0.388853 loss_dice: 0.383316 loss_class_aux: 12.355347 loss_bbox_aux: 0.989861 loss_giou_aux: 1.323169 loss_mask_aux: 2.373500 loss_dice_aux: 2.360786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.816592 eta: 3:58:29 batch_cost: 0.8464 data_cost: 0.0042 ips: 9.4524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:12:56] ppdet.engine.callbacks INFO: Epoch: [142] [ 20/264] learning_rate: 0.000100 loss_class: 1.824375 loss_bbox: 0.138066 loss_giou: 0.210246 loss_mask: 0.350980 loss_dice: 0.392238 loss_class_aux: 12.312201 loss_bbox_aux: 0.884530 loss_giou_aux: 1.348302 loss_mask_aux: 2.082580 loss_dice_aux: 2.356445 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.459306 loss: 22.370789 eta: 3:58:18 batch_cost: 0.6260 data_cost: 0.0036 ips: 12.7797 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:03] ppdet.engine.callbacks INFO: Epoch: [142] [ 30/264] learning_rate: 0.000100 loss_class: 1.894594 loss_bbox: 0.144711 loss_giou: 0.193819 loss_mask: 0.366691 loss_dice: 0.380981 loss_class_aux: 12.279318 loss_bbox_aux: 1.005502 loss_giou_aux: 1.279937 loss_mask_aux: 2.235827 loss_dice_aux: 2.276250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.653980 loss: 22.611670 eta: 3:58:07 batch_cost: 0.6433 data_cost: 0.0028 ips: 12.4350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:09] ppdet.engine.callbacks INFO: Epoch: [142] [ 40/264] learning_rate: 0.000100 loss_class: 1.951553 loss_bbox: 0.136885 loss_giou: 0.202299 loss_mask: 0.371898 loss_dice: 0.414339 loss_class_aux: 12.280092 loss_bbox_aux: 0.894481 loss_giou_aux: 1.303355 loss_mask_aux: 2.180473 loss_dice_aux: 2.437845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.457916 loss: 22.337659 eta: 3:57:57 batch_cost: 0.6227 data_cost: 0.0030 ips: 12.8468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:15] ppdet.engine.callbacks INFO: Epoch: [142] [ 50/264] learning_rate: 0.000100 loss_class: 2.036868 loss_bbox: 0.159375 loss_giou: 0.218374 loss_mask: 0.424458 loss_dice: 0.423653 loss_class_aux: 13.263852 loss_bbox_aux: 1.076734 loss_giou_aux: 1.396642 loss_mask_aux: 2.572054 loss_dice_aux: 2.538068 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.377878 loss: 25.635178 eta: 3:57:46 batch_cost: 0.5756 data_cost: 0.0019 ips: 13.8978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:22] ppdet.engine.callbacks INFO: Epoch: [142] [ 60/264] learning_rate: 0.000100 loss_class: 1.903657 loss_bbox: 0.141588 loss_giou: 0.199422 loss_mask: 0.471245 loss_dice: 0.389141 loss_class_aux: 13.316534 loss_bbox_aux: 0.947358 loss_giou_aux: 1.322251 loss_mask_aux: 2.787663 loss_dice_aux: 2.357929 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.156367 eta: 3:57:35 batch_cost: 0.6351 data_cost: 0.0023 ips: 12.5972 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:28] ppdet.engine.callbacks INFO: Epoch: [142] [ 70/264] learning_rate: 0.000100 loss_class: 1.863398 loss_bbox: 0.133451 loss_giou: 0.182207 loss_mask: 0.331645 loss_dice: 0.346400 loss_class_aux: 12.203434 loss_bbox_aux: 0.885716 loss_giou_aux: 1.179314 loss_mask_aux: 2.053155 loss_dice_aux: 2.107866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.780611 eta: 3:57:25 batch_cost: 0.6099 data_cost: 0.0022 ips: 13.1178 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:35] ppdet.engine.callbacks INFO: Epoch: [142] [ 80/264] learning_rate: 0.000100 loss_class: 1.966217 loss_bbox: 0.193393 loss_giou: 0.199520 loss_mask: 0.518005 loss_dice: 0.465351 loss_class_aux: 13.154360 loss_bbox_aux: 1.239659 loss_giou_aux: 1.294879 loss_mask_aux: 3.065983 loss_dice_aux: 2.694664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.688560 eta: 3:57:14 batch_cost: 0.6144 data_cost: 0.0026 ips: 13.0209 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:42] ppdet.engine.callbacks INFO: Epoch: [142] [ 90/264] learning_rate: 0.000100 loss_class: 1.883407 loss_bbox: 0.167850 loss_giou: 0.202812 loss_mask: 0.456860 loss_dice: 0.400872 loss_class_aux: 12.262025 loss_bbox_aux: 1.125997 loss_giou_aux: 1.315125 loss_mask_aux: 2.779506 loss_dice_aux: 2.424966 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.438312 eta: 3:57:04 batch_cost: 0.6759 data_cost: 0.0025 ips: 11.8358 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:48] ppdet.engine.callbacks INFO: Epoch: [142] [100/264] learning_rate: 0.000100 loss_class: 1.971906 loss_bbox: 0.177533 loss_giou: 0.212449 loss_mask: 0.430408 loss_dice: 0.418259 loss_class_aux: 12.551222 loss_bbox_aux: 1.128938 loss_giou_aux: 1.323878 loss_mask_aux: 2.755073 loss_dice_aux: 2.566683 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.146491 loss: 24.842802 eta: 3:56:53 batch_cost: 0.5956 data_cost: 0.0030 ips: 13.4317 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:55] ppdet.engine.callbacks INFO: Epoch: [142] [110/264] learning_rate: 0.000100 loss_class: 1.930053 loss_bbox: 0.132598 loss_giou: 0.201856 loss_mask: 0.324379 loss_dice: 0.393535 loss_class_aux: 12.585982 loss_bbox_aux: 0.914616 loss_giou_aux: 1.360450 loss_mask_aux: 2.004787 loss_dice_aux: 2.439156 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.522630 loss: 24.751791 eta: 3:56:42 batch_cost: 0.6137 data_cost: 0.0024 ips: 13.0350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:13:57] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:13:57] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:14:01] ppdet.engine.callbacks INFO: Epoch: [142] [120/264] learning_rate: 0.000100 loss_class: 2.153231 loss_bbox: 0.166368 loss_giou: 0.223059 loss_mask: 0.433450 loss_dice: 0.441383 loss_class_aux: 13.880201 loss_bbox_aux: 1.108176 loss_giou_aux: 1.383172 loss_mask_aux: 2.569210 loss_dice_aux: 2.619592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.111917 eta: 3:56:32 batch_cost: 0.5891 data_cost: 0.0021 ips: 13.5797 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:08] ppdet.engine.callbacks INFO: Epoch: [142] [130/264] learning_rate: 0.000100 loss_class: 1.963347 loss_bbox: 0.128204 loss_giou: 0.210552 loss_mask: 0.312458 loss_dice: 0.391708 loss_class_aux: 12.352583 loss_bbox_aux: 0.853652 loss_giou_aux: 1.339067 loss_mask_aux: 1.909149 loss_dice_aux: 2.394321 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.067248 eta: 3:56:21 batch_cost: 0.6449 data_cost: 0.0026 ips: 12.4059 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:14] ppdet.engine.callbacks INFO: Epoch: [142] [140/264] learning_rate: 0.000100 loss_class: 1.945385 loss_bbox: 0.138991 loss_giou: 0.194450 loss_mask: 0.352262 loss_dice: 0.384581 loss_class_aux: 12.321665 loss_bbox_aux: 0.958985 loss_giou_aux: 1.282256 loss_mask_aux: 2.194244 loss_dice_aux: 2.402061 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.427103 loss: 24.167255 eta: 3:56:10 batch_cost: 0.5977 data_cost: 0.0024 ips: 13.3846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:21] ppdet.engine.callbacks INFO: Epoch: [142] [150/264] learning_rate: 0.000100 loss_class: 2.032789 loss_bbox: 0.138495 loss_giou: 0.206608 loss_mask: 0.397155 loss_dice: 0.402829 loss_class_aux: 13.176189 loss_bbox_aux: 0.946554 loss_giou_aux: 1.338317 loss_mask_aux: 2.448183 loss_dice_aux: 2.458950 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.604781 eta: 3:56:00 batch_cost: 0.6634 data_cost: 0.0027 ips: 12.0590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:28] ppdet.engine.callbacks INFO: Epoch: [142] [160/264] learning_rate: 0.000100 loss_class: 2.039141 loss_bbox: 0.163949 loss_giou: 0.224069 loss_mask: 0.426983 loss_dice: 0.420790 loss_class_aux: 12.483548 loss_bbox_aux: 1.070346 loss_giou_aux: 1.440214 loss_mask_aux: 2.616261 loss_dice_aux: 2.529814 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.906744 eta: 3:55:50 batch_cost: 0.6440 data_cost: 0.0024 ips: 12.4232 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:33] ppdet.engine.callbacks INFO: Epoch: [142] [170/264] learning_rate: 0.000100 loss_class: 1.892988 loss_bbox: 0.136520 loss_giou: 0.197065 loss_mask: 0.314588 loss_dice: 0.375734 loss_class_aux: 12.054483 loss_bbox_aux: 0.924024 loss_giou_aux: 1.277262 loss_mask_aux: 1.957240 loss_dice_aux: 2.296578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.974794 eta: 3:55:39 batch_cost: 0.5555 data_cost: 0.0023 ips: 14.4012 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:40] ppdet.engine.callbacks INFO: Epoch: [142] [180/264] learning_rate: 0.000100 loss_class: 1.854264 loss_bbox: 0.146017 loss_giou: 0.188746 loss_mask: 0.386487 loss_dice: 0.371392 loss_class_aux: 11.816527 loss_bbox_aux: 0.979886 loss_giou_aux: 1.241023 loss_mask_aux: 2.298889 loss_dice_aux: 2.248320 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.228523 eta: 3:55:28 batch_cost: 0.6602 data_cost: 0.0021 ips: 12.1175 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:47] ppdet.engine.callbacks INFO: Epoch: [142] [190/264] learning_rate: 0.000100 loss_class: 2.057526 loss_bbox: 0.148313 loss_giou: 0.193983 loss_mask: 0.386037 loss_dice: 0.392235 loss_class_aux: 12.948291 loss_bbox_aux: 0.958865 loss_giou_aux: 1.261158 loss_mask_aux: 2.425332 loss_dice_aux: 2.361802 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.209915 eta: 3:55:18 batch_cost: 0.5816 data_cost: 0.0021 ips: 13.7557 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:14:53] ppdet.engine.callbacks INFO: Epoch: [142] [200/264] learning_rate: 0.000100 loss_class: 1.873999 loss_bbox: 0.154634 loss_giou: 0.191252 loss_mask: 0.397309 loss_dice: 0.401268 loss_class_aux: 12.219094 loss_bbox_aux: 0.993331 loss_giou_aux: 1.217278 loss_mask_aux: 2.361115 loss_dice_aux: 2.372854 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.252443 eta: 3:55:07 batch_cost: 0.6400 data_cost: 0.0026 ips: 12.4994 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:15:00] ppdet.engine.callbacks INFO: Epoch: [142] [210/264] learning_rate: 0.000100 loss_class: 1.956033 loss_bbox: 0.165291 loss_giou: 0.186698 loss_mask: 0.401502 loss_dice: 0.398827 loss_class_aux: 12.792098 loss_bbox_aux: 1.082977 loss_giou_aux: 1.223527 loss_mask_aux: 2.734790 loss_dice_aux: 2.429882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.325548 eta: 3:54:56 batch_cost: 0.6236 data_cost: 0.0025 ips: 12.8287 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:15:06] ppdet.engine.callbacks INFO: Epoch: [142] [220/264] learning_rate: 0.000100 loss_class: 1.925680 loss_bbox: 0.134302 loss_giou: 0.195612 loss_mask: 0.314513 loss_dice: 0.373215 loss_class_aux: 12.096568 loss_bbox_aux: 0.881612 loss_giou_aux: 1.250007 loss_mask_aux: 1.841962 loss_dice_aux: 2.283287 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.590842 eta: 3:54:46 batch_cost: 0.5788 data_cost: 0.0024 ips: 13.8206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:15:12] ppdet.engine.callbacks INFO: Epoch: [142] [230/264] learning_rate: 0.000100 loss_class: 1.910946 loss_bbox: 0.135872 loss_giou: 0.223506 loss_mask: 0.340613 loss_dice: 0.400781 loss_class_aux: 12.190811 loss_bbox_aux: 0.952220 loss_giou_aux: 1.414165 loss_mask_aux: 2.063698 loss_dice_aux: 2.474261 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.501406 loss: 22.567041 eta: 3:54:35 batch_cost: 0.5508 data_cost: 0.0025 ips: 14.5247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:15:18] ppdet.engine.callbacks INFO: Epoch: [142] [240/264] learning_rate: 0.000100 loss_class: 1.971553 loss_bbox: 0.152331 loss_giou: 0.205918 loss_mask: 0.368939 loss_dice: 0.410700 loss_class_aux: 12.446717 loss_bbox_aux: 1.038433 loss_giou_aux: 1.337922 loss_mask_aux: 2.257478 loss_dice_aux: 2.521791 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.611790 loss: 25.800800 eta: 3:54:24 batch_cost: 0.5850 data_cost: 0.0025 ips: 13.6744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:15:24] ppdet.engine.callbacks INFO: Epoch: [142] [250/264] learning_rate: 0.000100 loss_class: 1.828150 loss_bbox: 0.133935 loss_giou: 0.212062 loss_mask: 0.358503 loss_dice: 0.385591 loss_class_aux: 11.839748 loss_bbox_aux: 0.887132 loss_giou_aux: 1.351295 loss_mask_aux: 2.194110 loss_dice_aux: 2.324927 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.509494 loss: 22.276394 eta: 3:54:13 batch_cost: 0.5811 data_cost: 0.0022 ips: 13.7674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:15:30] ppdet.engine.callbacks INFO: Epoch: [142] [260/264] learning_rate: 0.000100 loss_class: 1.718093 loss_bbox: 0.131848 loss_giou: 0.191616 loss_mask: 0.358202 loss_dice: 0.355738 loss_class_aux: 10.866311 loss_bbox_aux: 0.921676 loss_giou_aux: 1.234377 loss_mask_aux: 2.135588 loss_dice_aux: 2.183857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.803464 eta: 3:54:03 batch_cost: 0.5567 data_cost: 0.0024 ips: 14.3699 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:16:31] ppdet.engine.callbacks INFO: Epoch: [143] [  0/264] learning_rate: 0.000100 loss_class: 1.998328 loss_bbox: 0.131993 loss_giou: 0.188383 loss_mask: 0.344291 loss_dice: 0.365723 loss_class_aux: 12.666797 loss_bbox_aux: 0.907262 loss_giou_aux: 1.227347 loss_mask_aux: 2.106845 loss_dice_aux: 2.296728 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.596936 eta: 3:54:04 batch_cost: 1.9248 data_cost: 1.3186 ips: 4.1563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:16:41] ppdet.engine.callbacks INFO: Epoch: [143] [ 10/264] learning_rate: 0.000100 loss_class: 1.718037 loss_bbox: 0.133270 loss_giou: 0.196384 loss_mask: 0.348686 loss_dice: 0.387414 loss_class_aux: 11.024394 loss_bbox_aux: 0.907006 loss_giou_aux: 1.296306 loss_mask_aux: 2.241950 loss_dice_aux: 2.316064 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.644663 loss: 22.143736 eta: 3:53:54 batch_cost: 0.9194 data_cost: 0.0041 ips: 8.7010 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:16:47] ppdet.engine.callbacks INFO: Epoch: [143] [ 20/264] learning_rate: 0.000100 loss_class: 2.134104 loss_bbox: 0.164784 loss_giou: 0.230467 loss_mask: 0.415437 loss_dice: 0.428335 loss_class_aux: 13.414087 loss_bbox_aux: 1.069509 loss_giou_aux: 1.520357 loss_mask_aux: 2.646584 loss_dice_aux: 2.588168 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.089849 loss: 26.489883 eta: 3:53:44 batch_cost: 0.6555 data_cost: 0.0031 ips: 12.2052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:16:54] ppdet.engine.callbacks INFO: Epoch: [143] [ 30/264] learning_rate: 0.000100 loss_class: 1.987857 loss_bbox: 0.173608 loss_giou: 0.219549 loss_mask: 0.482313 loss_dice: 0.438879 loss_class_aux: 12.722968 loss_bbox_aux: 1.146703 loss_giou_aux: 1.459147 loss_mask_aux: 2.846859 loss_dice_aux: 2.636253 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.615362 eta: 3:53:33 batch_cost: 0.6504 data_cost: 0.0026 ips: 12.2995 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:16:59] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:16:59] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:17:00] ppdet.engine.callbacks INFO: Epoch: [143] [ 40/264] learning_rate: 0.000100 loss_class: 1.933547 loss_bbox: 0.141717 loss_giou: 0.201877 loss_mask: 0.344675 loss_dice: 0.374842 loss_class_aux: 12.312548 loss_bbox_aux: 0.950585 loss_giou_aux: 1.320638 loss_mask_aux: 2.135129 loss_dice_aux: 2.351950 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.960483 loss: 23.712217 eta: 3:53:22 batch_cost: 0.5493 data_cost: 0.0021 ips: 14.5635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:07] ppdet.engine.callbacks INFO: Epoch: [143] [ 50/264] learning_rate: 0.000100 loss_class: 1.880469 loss_bbox: 0.139625 loss_giou: 0.202039 loss_mask: 0.368367 loss_dice: 0.384002 loss_class_aux: 12.067835 loss_bbox_aux: 0.928050 loss_giou_aux: 1.322082 loss_mask_aux: 2.209071 loss_dice_aux: 2.358488 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.273569 eta: 3:53:12 batch_cost: 0.6605 data_cost: 0.0026 ips: 12.1125 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:13] ppdet.engine.callbacks INFO: Epoch: [143] [ 60/264] learning_rate: 0.000100 loss_class: 1.935598 loss_bbox: 0.123261 loss_giou: 0.195858 loss_mask: 0.386169 loss_dice: 0.384274 loss_class_aux: 12.846319 loss_bbox_aux: 0.839399 loss_giou_aux: 1.273031 loss_mask_aux: 2.143957 loss_dice_aux: 2.344508 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.676332 loss: 23.580485 eta: 3:53:01 batch_cost: 0.5912 data_cost: 0.0021 ips: 13.5318 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:20] ppdet.engine.callbacks INFO: Epoch: [143] [ 70/264] learning_rate: 0.000100 loss_class: 1.974877 loss_bbox: 0.153210 loss_giou: 0.209154 loss_mask: 0.345378 loss_dice: 0.376839 loss_class_aux: 12.392596 loss_bbox_aux: 0.985371 loss_giou_aux: 1.346636 loss_mask_aux: 2.130637 loss_dice_aux: 2.282766 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.060040 eta: 3:52:51 batch_cost: 0.6167 data_cost: 0.0023 ips: 12.9714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:27] ppdet.engine.callbacks INFO: Epoch: [143] [ 80/264] learning_rate: 0.000100 loss_class: 1.825007 loss_bbox: 0.143675 loss_giou: 0.204110 loss_mask: 0.407072 loss_dice: 0.378628 loss_class_aux: 11.555030 loss_bbox_aux: 0.962777 loss_giou_aux: 1.297353 loss_mask_aux: 2.467601 loss_dice_aux: 2.351876 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.487037 loss: 23.124700 eta: 3:52:40 batch_cost: 0.6343 data_cost: 0.0024 ips: 12.6126 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:33] ppdet.engine.callbacks INFO: Epoch: [143] [ 90/264] learning_rate: 0.000100 loss_class: 2.143872 loss_bbox: 0.165242 loss_giou: 0.213851 loss_mask: 0.482610 loss_dice: 0.413106 loss_class_aux: 14.202763 loss_bbox_aux: 1.104385 loss_giou_aux: 1.358986 loss_mask_aux: 2.882511 loss_dice_aux: 2.536414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.302911 loss: 26.813058 eta: 3:52:30 batch_cost: 0.6326 data_cost: 0.0024 ips: 12.6472 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:39] ppdet.engine.callbacks INFO: Epoch: [143] [100/264] learning_rate: 0.000100 loss_class: 2.068606 loss_bbox: 0.173968 loss_giou: 0.228450 loss_mask: 0.426772 loss_dice: 0.413235 loss_class_aux: 13.802074 loss_bbox_aux: 1.092063 loss_giou_aux: 1.471795 loss_mask_aux: 2.466079 loss_dice_aux: 2.445207 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.409754 eta: 3:52:19 batch_cost: 0.5795 data_cost: 0.0022 ips: 13.8047 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:45] ppdet.engine.callbacks INFO: Epoch: [143] [110/264] learning_rate: 0.000100 loss_class: 2.118397 loss_bbox: 0.156203 loss_giou: 0.190068 loss_mask: 0.368368 loss_dice: 0.390651 loss_class_aux: 13.923509 loss_bbox_aux: 1.048488 loss_giou_aux: 1.251031 loss_mask_aux: 2.461234 loss_dice_aux: 2.406433 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.610628 loss: 24.990461 eta: 3:52:08 batch_cost: 0.5862 data_cost: 0.0021 ips: 13.6468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:52] ppdet.engine.callbacks INFO: Epoch: [143] [120/264] learning_rate: 0.000100 loss_class: 2.096859 loss_bbox: 0.132042 loss_giou: 0.208298 loss_mask: 0.333975 loss_dice: 0.400716 loss_class_aux: 13.077919 loss_bbox_aux: 0.847738 loss_giou_aux: 1.331014 loss_mask_aux: 1.984773 loss_dice_aux: 2.384835 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.453635 loss: 25.805231 eta: 3:51:58 batch_cost: 0.6004 data_cost: 0.0020 ips: 13.3246 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:17:58] ppdet.engine.callbacks INFO: Epoch: [143] [130/264] learning_rate: 0.000100 loss_class: 1.977212 loss_bbox: 0.125589 loss_giou: 0.181246 loss_mask: 0.360637 loss_dice: 0.347599 loss_class_aux: 12.121682 loss_bbox_aux: 0.932907 loss_giou_aux: 1.193823 loss_mask_aux: 2.257410 loss_dice_aux: 2.096167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.429458 eta: 3:51:47 batch_cost: 0.6139 data_cost: 0.0021 ips: 13.0311 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:04] ppdet.engine.callbacks INFO: Epoch: [143] [140/264] learning_rate: 0.000100 loss_class: 2.012798 loss_bbox: 0.149469 loss_giou: 0.209483 loss_mask: 0.412409 loss_dice: 0.405049 loss_class_aux: 12.954727 loss_bbox_aux: 1.020370 loss_giou_aux: 1.378586 loss_mask_aux: 2.463380 loss_dice_aux: 2.513242 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.523423 eta: 3:51:36 batch_cost: 0.5820 data_cost: 0.0020 ips: 13.7463 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:10] ppdet.engine.callbacks INFO: Epoch: [143] [150/264] learning_rate: 0.000100 loss_class: 1.857120 loss_bbox: 0.142786 loss_giou: 0.195141 loss_mask: 0.400666 loss_dice: 0.416768 loss_class_aux: 11.970976 loss_bbox_aux: 1.008561 loss_giou_aux: 1.292776 loss_mask_aux: 2.508811 loss_dice_aux: 2.536942 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.730566 eta: 3:51:26 batch_cost: 0.5513 data_cost: 0.0022 ips: 14.5100 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:16] ppdet.engine.callbacks INFO: Epoch: [143] [160/264] learning_rate: 0.000100 loss_class: 1.877934 loss_bbox: 0.135847 loss_giou: 0.210579 loss_mask: 0.360882 loss_dice: 0.403615 loss_class_aux: 12.157569 loss_bbox_aux: 0.922830 loss_giou_aux: 1.332340 loss_mask_aux: 2.210131 loss_dice_aux: 2.474271 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.729550 loss: 22.847982 eta: 3:51:15 batch_cost: 0.5983 data_cost: 0.0021 ips: 13.3712 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:23] ppdet.engine.callbacks INFO: Epoch: [143] [170/264] learning_rate: 0.000100 loss_class: 1.839400 loss_bbox: 0.145170 loss_giou: 0.194042 loss_mask: 0.368330 loss_dice: 0.407581 loss_class_aux: 11.695758 loss_bbox_aux: 0.976504 loss_giou_aux: 1.267343 loss_mask_aux: 2.252980 loss_dice_aux: 2.441873 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.641046 eta: 3:51:04 batch_cost: 0.6220 data_cost: 0.0023 ips: 12.8616 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:29] ppdet.engine.callbacks INFO: Epoch: [143] [180/264] learning_rate: 0.000100 loss_class: 2.135664 loss_bbox: 0.159518 loss_giou: 0.212576 loss_mask: 0.412672 loss_dice: 0.405176 loss_class_aux: 13.087338 loss_bbox_aux: 1.080775 loss_giou_aux: 1.334752 loss_mask_aux: 2.577160 loss_dice_aux: 2.513349 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.925333 eta: 3:50:54 batch_cost: 0.6152 data_cost: 0.0022 ips: 13.0036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:35] ppdet.engine.callbacks INFO: Epoch: [143] [190/264] learning_rate: 0.000100 loss_class: 1.973732 loss_bbox: 0.140125 loss_giou: 0.209811 loss_mask: 0.349949 loss_dice: 0.386135 loss_class_aux: 12.365372 loss_bbox_aux: 0.938716 loss_giou_aux: 1.335255 loss_mask_aux: 2.218554 loss_dice_aux: 2.383938 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.410158 loss: 24.275031 eta: 3:50:43 batch_cost: 0.5528 data_cost: 0.0020 ips: 14.4730 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:42] ppdet.engine.callbacks INFO: Epoch: [143] [200/264] learning_rate: 0.000100 loss_class: 1.917596 loss_bbox: 0.186737 loss_giou: 0.219706 loss_mask: 0.503291 loss_dice: 0.405456 loss_class_aux: 12.107106 loss_bbox_aux: 1.212878 loss_giou_aux: 1.398818 loss_mask_aux: 3.131364 loss_dice_aux: 2.413648 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.666337 loss: 23.906900 eta: 3:50:33 batch_cost: 0.6257 data_cost: 0.0024 ips: 12.7852 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:48] ppdet.engine.callbacks INFO: Epoch: [143] [210/264] learning_rate: 0.000100 loss_class: 2.062933 loss_bbox: 0.140267 loss_giou: 0.201220 loss_mask: 0.368615 loss_dice: 0.415708 loss_class_aux: 13.501907 loss_bbox_aux: 0.969479 loss_giou_aux: 1.306461 loss_mask_aux: 2.273468 loss_dice_aux: 2.571337 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.312216 loss: 23.706346 eta: 3:50:22 batch_cost: 0.5933 data_cost: 0.0021 ips: 13.4834 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:18:54] ppdet.engine.callbacks INFO: Epoch: [143] [220/264] learning_rate: 0.000100 loss_class: 1.920340 loss_bbox: 0.136885 loss_giou: 0.178237 loss_mask: 0.417956 loss_dice: 0.386559 loss_class_aux: 11.814852 loss_bbox_aux: 0.952922 loss_giou_aux: 1.162909 loss_mask_aux: 2.439495 loss_dice_aux: 2.295401 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.968027 eta: 3:50:11 batch_cost: 0.5979 data_cost: 0.0023 ips: 13.3807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:19:00] ppdet.engine.callbacks INFO: Epoch: [143] [230/264] learning_rate: 0.000100 loss_class: 1.714992 loss_bbox: 0.157776 loss_giou: 0.199787 loss_mask: 0.413109 loss_dice: 0.375554 loss_class_aux: 11.210463 loss_bbox_aux: 0.996772 loss_giou_aux: 1.300364 loss_mask_aux: 2.507968 loss_dice_aux: 2.332659 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.521459 loss: 23.271681 eta: 3:50:01 batch_cost: 0.5640 data_cost: 0.0021 ips: 14.1845 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:19:06] ppdet.engine.callbacks INFO: Epoch: [143] [240/264] learning_rate: 0.000100 loss_class: 1.714001 loss_bbox: 0.134531 loss_giou: 0.173096 loss_mask: 0.389063 loss_dice: 0.357744 loss_class_aux: 11.062153 loss_bbox_aux: 0.926535 loss_giou_aux: 1.125207 loss_mask_aux: 2.337792 loss_dice_aux: 2.224426 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.558842 eta: 3:49:50 batch_cost: 0.5808 data_cost: 0.0020 ips: 13.7734 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:19:12] ppdet.engine.callbacks INFO: Epoch: [143] [250/264] learning_rate: 0.000100 loss_class: 1.867369 loss_bbox: 0.136587 loss_giou: 0.185879 loss_mask: 0.435570 loss_dice: 0.355699 loss_class_aux: 11.836829 loss_bbox_aux: 0.923520 loss_giou_aux: 1.205325 loss_mask_aux: 2.622321 loss_dice_aux: 2.199713 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.081526 eta: 3:49:39 batch_cost: 0.5357 data_cost: 0.0020 ips: 14.9347 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:19:17] ppdet.engine.callbacks INFO: Epoch: [143] [260/264] learning_rate: 0.000100 loss_class: 2.048170 loss_bbox: 0.182280 loss_giou: 0.239245 loss_mask: 0.418997 loss_dice: 0.429444 loss_class_aux: 13.321264 loss_bbox_aux: 1.165849 loss_giou_aux: 1.542111 loss_mask_aux: 2.550107 loss_dice_aux: 2.665432 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.395281 loss: 24.921713 eta: 3:49:28 batch_cost: 0.5406 data_cost: 0.0019 ips: 14.7981 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:20:20] ppdet.engine.callbacks INFO: Epoch: [144] [  0/264] learning_rate: 0.000100 loss_class: 1.925932 loss_bbox: 0.165620 loss_giou: 0.223648 loss_mask: 0.363645 loss_dice: 0.399261 loss_class_aux: 12.433849 loss_bbox_aux: 1.065812 loss_giou_aux: 1.436905 loss_mask_aux: 2.220640 loss_dice_aux: 2.450355 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.795530 eta: 3:49:30 batch_cost: 1.9877 data_cost: 1.3692 ips: 4.0247 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:20:28] ppdet.engine.callbacks INFO: Epoch: [144] [ 10/264] learning_rate: 0.000100 loss_class: 1.826765 loss_bbox: 0.142290 loss_giou: 0.183085 loss_mask: 0.391505 loss_dice: 0.361688 loss_class_aux: 12.544948 loss_bbox_aux: 0.935708 loss_giou_aux: 1.210173 loss_mask_aux: 2.491388 loss_dice_aux: 2.261448 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.950448 eta: 3:49:20 batch_cost: 0.8096 data_cost: 0.0054 ips: 9.8812 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:20:35] ppdet.engine.callbacks INFO: Epoch: [144] [ 20/264] learning_rate: 0.000100 loss_class: 2.009017 loss_bbox: 0.156887 loss_giou: 0.225224 loss_mask: 0.414281 loss_dice: 0.408647 loss_class_aux: 12.981514 loss_bbox_aux: 1.023300 loss_giou_aux: 1.483393 loss_mask_aux: 2.382353 loss_dice_aux: 2.638764 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.453635 loss: 25.714372 eta: 3:49:09 batch_cost: 0.6372 data_cost: 0.0034 ips: 12.5544 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:20:36] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:20:36] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:20:42] ppdet.engine.callbacks INFO: Epoch: [144] [ 30/264] learning_rate: 0.000100 loss_class: 1.982275 loss_bbox: 0.175321 loss_giou: 0.198091 loss_mask: 0.451870 loss_dice: 0.396064 loss_class_aux: 11.949329 loss_bbox_aux: 1.134509 loss_giou_aux: 1.309793 loss_mask_aux: 2.656214 loss_dice_aux: 2.387592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.478567 loss: 23.084556 eta: 3:48:59 batch_cost: 0.6015 data_cost: 0.0025 ips: 13.2999 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:20:48] ppdet.engine.callbacks INFO: Epoch: [144] [ 40/264] learning_rate: 0.000100 loss_class: 1.789134 loss_bbox: 0.117440 loss_giou: 0.193291 loss_mask: 0.354894 loss_dice: 0.359431 loss_class_aux: 11.521981 loss_bbox_aux: 0.853466 loss_giou_aux: 1.257921 loss_mask_aux: 2.158946 loss_dice_aux: 2.280141 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.507115 loss: 21.275499 eta: 3:48:48 batch_cost: 0.6094 data_cost: 0.0020 ips: 13.1272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:20:54] ppdet.engine.callbacks INFO: Epoch: [144] [ 50/264] learning_rate: 0.000100 loss_class: 2.076496 loss_bbox: 0.185128 loss_giou: 0.227644 loss_mask: 0.593937 loss_dice: 0.469949 loss_class_aux: 13.410740 loss_bbox_aux: 1.206099 loss_giou_aux: 1.395342 loss_mask_aux: 3.504099 loss_dice_aux: 2.797826 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.177599 eta: 3:48:38 batch_cost: 0.5982 data_cost: 0.0021 ips: 13.3740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:01] ppdet.engine.callbacks INFO: Epoch: [144] [ 60/264] learning_rate: 0.000100 loss_class: 2.272614 loss_bbox: 0.161943 loss_giou: 0.217149 loss_mask: 0.401307 loss_dice: 0.445602 loss_class_aux: 14.236371 loss_bbox_aux: 1.081988 loss_giou_aux: 1.453332 loss_mask_aux: 2.548131 loss_dice_aux: 2.619171 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.784278 loss: 26.884665 eta: 3:48:27 batch_cost: 0.6225 data_cost: 0.0023 ips: 12.8517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:07] ppdet.engine.callbacks INFO: Epoch: [144] [ 70/264] learning_rate: 0.000100 loss_class: 1.938697 loss_bbox: 0.141643 loss_giou: 0.185857 loss_mask: 0.382962 loss_dice: 0.376838 loss_class_aux: 12.215606 loss_bbox_aux: 0.930821 loss_giou_aux: 1.206213 loss_mask_aux: 2.364643 loss_dice_aux: 2.261073 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.151041 eta: 3:48:16 batch_cost: 0.5824 data_cost: 0.0023 ips: 13.7367 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:13] ppdet.engine.callbacks INFO: Epoch: [144] [ 80/264] learning_rate: 0.000100 loss_class: 1.965262 loss_bbox: 0.137054 loss_giou: 0.187695 loss_mask: 0.370429 loss_dice: 0.395026 loss_class_aux: 12.427899 loss_bbox_aux: 0.974389 loss_giou_aux: 1.240052 loss_mask_aux: 2.265359 loss_dice_aux: 2.419145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.115440 eta: 3:48:06 batch_cost: 0.5581 data_cost: 0.0029 ips: 14.3340 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:19] ppdet.engine.callbacks INFO: Epoch: [144] [ 90/264] learning_rate: 0.000100 loss_class: 2.051408 loss_bbox: 0.158462 loss_giou: 0.215314 loss_mask: 0.429950 loss_dice: 0.423814 loss_class_aux: 13.376948 loss_bbox_aux: 1.030100 loss_giou_aux: 1.399177 loss_mask_aux: 2.701006 loss_dice_aux: 2.569569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.121987 eta: 3:47:55 batch_cost: 0.6343 data_cost: 0.0025 ips: 12.6120 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:26] ppdet.engine.callbacks INFO: Epoch: [144] [100/264] learning_rate: 0.000100 loss_class: 1.993511 loss_bbox: 0.165693 loss_giou: 0.198452 loss_mask: 0.463659 loss_dice: 0.416811 loss_class_aux: 12.264616 loss_bbox_aux: 1.100063 loss_giou_aux: 1.301934 loss_mask_aux: 2.927487 loss_dice_aux: 2.604473 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.860010 eta: 3:47:45 batch_cost: 0.6377 data_cost: 0.0026 ips: 12.5455 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:32] ppdet.engine.callbacks INFO: Epoch: [144] [110/264] learning_rate: 0.000100 loss_class: 1.724778 loss_bbox: 0.135378 loss_giou: 0.206401 loss_mask: 0.358979 loss_dice: 0.374713 loss_class_aux: 10.746294 loss_bbox_aux: 0.925611 loss_giou_aux: 1.312705 loss_mask_aux: 2.185948 loss_dice_aux: 2.256917 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.829906 loss: 21.026689 eta: 3:47:34 batch_cost: 0.5990 data_cost: 0.0028 ips: 13.3548 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:38] ppdet.engine.callbacks INFO: Epoch: [144] [120/264] learning_rate: 0.000100 loss_class: 1.726088 loss_bbox: 0.136243 loss_giou: 0.194494 loss_mask: 0.347451 loss_dice: 0.352860 loss_class_aux: 10.805210 loss_bbox_aux: 0.928922 loss_giou_aux: 1.233861 loss_mask_aux: 2.125149 loss_dice_aux: 2.226162 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.350935 eta: 3:47:24 batch_cost: 0.5838 data_cost: 0.0025 ips: 13.7023 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:45] ppdet.engine.callbacks INFO: Epoch: [144] [130/264] learning_rate: 0.000100 loss_class: 2.146119 loss_bbox: 0.152679 loss_giou: 0.223207 loss_mask: 0.448871 loss_dice: 0.412086 loss_class_aux: 13.596815 loss_bbox_aux: 1.034045 loss_giou_aux: 1.438576 loss_mask_aux: 2.732635 loss_dice_aux: 2.523989 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.019683 eta: 3:47:13 batch_cost: 0.5951 data_cost: 0.0022 ips: 13.4424 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:51] ppdet.engine.callbacks INFO: Epoch: [144] [140/264] learning_rate: 0.000100 loss_class: 2.015456 loss_bbox: 0.157206 loss_giou: 0.202999 loss_mask: 0.457141 loss_dice: 0.407780 loss_class_aux: 13.230977 loss_bbox_aux: 1.055526 loss_giou_aux: 1.264778 loss_mask_aux: 2.812155 loss_dice_aux: 2.456704 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.952413 eta: 3:47:02 batch_cost: 0.6033 data_cost: 0.0021 ips: 13.2607 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:21:57] ppdet.engine.callbacks INFO: Epoch: [144] [150/264] learning_rate: 0.000100 loss_class: 1.915483 loss_bbox: 0.144870 loss_giou: 0.232597 loss_mask: 0.347622 loss_dice: 0.403629 loss_class_aux: 12.744774 loss_bbox_aux: 0.991164 loss_giou_aux: 1.482573 loss_mask_aux: 2.068260 loss_dice_aux: 2.437745 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.738351 loss: 24.044501 eta: 3:46:52 batch_cost: 0.5899 data_cost: 0.0023 ips: 13.5611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:04] ppdet.engine.callbacks INFO: Epoch: [144] [160/264] learning_rate: 0.000100 loss_class: 2.165246 loss_bbox: 0.143194 loss_giou: 0.220129 loss_mask: 0.382161 loss_dice: 0.398521 loss_class_aux: 13.847081 loss_bbox_aux: 0.956950 loss_giou_aux: 1.426811 loss_mask_aux: 2.359062 loss_dice_aux: 2.421433 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.781583 eta: 3:46:41 batch_cost: 0.6076 data_cost: 0.0031 ips: 13.1657 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:11] ppdet.engine.callbacks INFO: Epoch: [144] [170/264] learning_rate: 0.000100 loss_class: 2.153381 loss_bbox: 0.171889 loss_giou: 0.206345 loss_mask: 0.491124 loss_dice: 0.428749 loss_class_aux: 13.805459 loss_bbox_aux: 1.073242 loss_giou_aux: 1.333625 loss_mask_aux: 3.156411 loss_dice_aux: 2.679018 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.616975 loss: 25.697880 eta: 3:46:31 batch_cost: 0.6609 data_cost: 0.0026 ips: 12.1055 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:17] ppdet.engine.callbacks INFO: Epoch: [144] [180/264] learning_rate: 0.000100 loss_class: 1.919308 loss_bbox: 0.151049 loss_giou: 0.213365 loss_mask: 0.388758 loss_dice: 0.400992 loss_class_aux: 12.233223 loss_bbox_aux: 1.035413 loss_giou_aux: 1.360297 loss_mask_aux: 2.525675 loss_dice_aux: 2.474759 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.248347 eta: 3:46:20 batch_cost: 0.6018 data_cost: 0.0021 ips: 13.2932 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:23] ppdet.engine.callbacks INFO: Epoch: [144] [190/264] learning_rate: 0.000100 loss_class: 2.066866 loss_bbox: 0.156059 loss_giou: 0.209255 loss_mask: 0.399622 loss_dice: 0.423791 loss_class_aux: 13.112178 loss_bbox_aux: 1.099190 loss_giou_aux: 1.389287 loss_mask_aux: 2.475975 loss_dice_aux: 2.619691 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.595687 eta: 3:46:10 batch_cost: 0.6019 data_cost: 0.0020 ips: 13.2905 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:29] ppdet.engine.callbacks INFO: Epoch: [144] [200/264] learning_rate: 0.000100 loss_class: 2.036212 loss_bbox: 0.132977 loss_giou: 0.193016 loss_mask: 0.371853 loss_dice: 0.357394 loss_class_aux: 12.470809 loss_bbox_aux: 0.903333 loss_giou_aux: 1.238646 loss_mask_aux: 2.292210 loss_dice_aux: 2.161260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.321934 eta: 3:45:59 batch_cost: 0.5665 data_cost: 0.0019 ips: 14.1214 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:36] ppdet.engine.callbacks INFO: Epoch: [144] [210/264] learning_rate: 0.000100 loss_class: 1.889023 loss_bbox: 0.133256 loss_giou: 0.206304 loss_mask: 0.376011 loss_dice: 0.427658 loss_class_aux: 12.002082 loss_bbox_aux: 0.944549 loss_giou_aux: 1.324626 loss_mask_aux: 2.316622 loss_dice_aux: 2.640733 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.724116 eta: 3:45:49 batch_cost: 0.6147 data_cost: 0.0022 ips: 13.0139 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:42] ppdet.engine.callbacks INFO: Epoch: [144] [220/264] learning_rate: 0.000100 loss_class: 2.075951 loss_bbox: 0.128121 loss_giou: 0.200872 loss_mask: 0.327958 loss_dice: 0.394574 loss_class_aux: 12.998314 loss_bbox_aux: 0.890234 loss_giou_aux: 1.352137 loss_mask_aux: 2.059502 loss_dice_aux: 2.381459 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.239205 eta: 3:45:38 batch_cost: 0.5984 data_cost: 0.0029 ips: 13.3681 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:48] ppdet.engine.callbacks INFO: Epoch: [144] [230/264] learning_rate: 0.000100 loss_class: 1.883502 loss_bbox: 0.165932 loss_giou: 0.222906 loss_mask: 0.411461 loss_dice: 0.419337 loss_class_aux: 12.440077 loss_bbox_aux: 1.116273 loss_giou_aux: 1.443540 loss_mask_aux: 2.565936 loss_dice_aux: 2.546014 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.251659 eta: 3:45:27 batch_cost: 0.5723 data_cost: 0.0016 ips: 13.9798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:22:54] ppdet.engine.callbacks INFO: Epoch: [144] [240/264] learning_rate: 0.000100 loss_class: 1.937214 loss_bbox: 0.159228 loss_giou: 0.226634 loss_mask: 0.410776 loss_dice: 0.432587 loss_class_aux: 11.984542 loss_bbox_aux: 1.099447 loss_giou_aux: 1.387264 loss_mask_aux: 2.585058 loss_dice_aux: 2.613908 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.935441 loss: 24.206851 eta: 3:45:17 batch_cost: 0.5639 data_cost: 0.0015 ips: 14.1866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:23:00] ppdet.engine.callbacks INFO: Epoch: [144] [250/264] learning_rate: 0.000100 loss_class: 2.129864 loss_bbox: 0.158129 loss_giou: 0.216063 loss_mask: 0.424561 loss_dice: 0.426915 loss_class_aux: 12.917584 loss_bbox_aux: 1.043965 loss_giou_aux: 1.383495 loss_mask_aux: 2.600238 loss_dice_aux: 2.521067 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.808568 eta: 3:45:06 batch_cost: 0.5606 data_cost: 0.0015 ips: 14.2701 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:23:06] ppdet.engine.callbacks INFO: Epoch: [144] [260/264] learning_rate: 0.000100 loss_class: 1.858630 loss_bbox: 0.151727 loss_giou: 0.192865 loss_mask: 0.372009 loss_dice: 0.407885 loss_class_aux: 11.876800 loss_bbox_aux: 1.020312 loss_giou_aux: 1.265608 loss_mask_aux: 2.257551 loss_dice_aux: 2.464893 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568663 loss: 23.048735 eta: 3:44:55 batch_cost: 0.5966 data_cost: 0.0015 ips: 13.4084 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:23:54] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/144
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:24:00] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/144/inference/inference.yml
[05/14 06:24:00] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 06:24:00] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/144/inference
[05/14 06:24:05] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 06:24:13] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 06:24:21] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 06:24:25] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:24:25] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.507
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.705
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.600
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.507
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.398
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.728
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.759
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
[05/14 06:24:27] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 11.074947562270891
[05/14 06:24:27] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 06:24:27] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/144
[05/14 06:24:27] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 06:24:27] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 06:24:30] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:24:35] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 06:24:35] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 06:24:35] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 06:24:50] ppdet.engine.callbacks INFO: Epoch: [145] [  0/264] learning_rate: 0.000100 loss_class: 1.971222 loss_bbox: 0.150347 loss_giou: 0.198710 loss_mask: 0.397352 loss_dice: 0.426823 loss_class_aux: 12.479569 loss_bbox_aux: 1.022213 loss_giou_aux: 1.281621 loss_mask_aux: 2.487168 loss_dice_aux: 2.525019 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.855819 loss: 23.765769 eta: 3:44:56 batch_cost: 1.7936 data_cost: 1.1415 ips: 4.4603 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:03] ppdet.engine.callbacks INFO: Epoch: [145] [ 10/264] learning_rate: 0.000100 loss_class: 1.780835 loss_bbox: 0.137830 loss_giou: 0.189982 loss_mask: 0.354159 loss_dice: 0.373670 loss_class_aux: 11.957369 loss_bbox_aux: 0.921721 loss_giou_aux: 1.178487 loss_mask_aux: 2.205743 loss_dice_aux: 2.310903 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.805541 loss: 21.638703 eta: 3:44:47 batch_cost: 1.1950 data_cost: 0.3476 ips: 6.6945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:10] ppdet.engine.callbacks INFO: Epoch: [145] [ 20/264] learning_rate: 0.000100 loss_class: 1.847100 loss_bbox: 0.134951 loss_giou: 0.180099 loss_mask: 0.439931 loss_dice: 0.387998 loss_class_aux: 12.135069 loss_bbox_aux: 0.939871 loss_giou_aux: 1.220613 loss_mask_aux: 2.658683 loss_dice_aux: 2.349022 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.604770 eta: 3:44:37 batch_cost: 0.6362 data_cost: 0.0028 ips: 12.5739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:16] ppdet.engine.callbacks INFO: Epoch: [145] [ 30/264] learning_rate: 0.000100 loss_class: 1.841643 loss_bbox: 0.164508 loss_giou: 0.196424 loss_mask: 0.431508 loss_dice: 0.368192 loss_class_aux: 11.609586 loss_bbox_aux: 1.102524 loss_giou_aux: 1.257586 loss_mask_aux: 2.715492 loss_dice_aux: 2.237705 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.845004 eta: 3:44:27 batch_cost: 0.6438 data_cost: 0.0028 ips: 12.4255 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:22] ppdet.engine.callbacks INFO: Epoch: [145] [ 40/264] learning_rate: 0.000100 loss_class: 2.130683 loss_bbox: 0.138039 loss_giou: 0.209319 loss_mask: 0.390971 loss_dice: 0.411742 loss_class_aux: 13.795122 loss_bbox_aux: 0.948104 loss_giou_aux: 1.369367 loss_mask_aux: 2.336434 loss_dice_aux: 2.469062 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.396815 loss: 25.727269 eta: 3:44:16 batch_cost: 0.5662 data_cost: 0.0024 ips: 14.1284 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:29] ppdet.engine.callbacks INFO: Epoch: [145] [ 50/264] learning_rate: 0.000100 loss_class: 2.017152 loss_bbox: 0.163704 loss_giou: 0.216300 loss_mask: 0.461666 loss_dice: 0.443877 loss_class_aux: 13.080446 loss_bbox_aux: 1.102721 loss_giou_aux: 1.413515 loss_mask_aux: 2.817140 loss_dice_aux: 2.707592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.508605 eta: 3:44:06 batch_cost: 0.6174 data_cost: 0.0022 ips: 12.9580 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:35] ppdet.engine.callbacks INFO: Epoch: [145] [ 60/264] learning_rate: 0.000100 loss_class: 1.881392 loss_bbox: 0.172755 loss_giou: 0.216769 loss_mask: 0.455361 loss_dice: 0.418226 loss_class_aux: 12.040256 loss_bbox_aux: 1.136335 loss_giou_aux: 1.430602 loss_mask_aux: 2.751390 loss_dice_aux: 2.506578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.749869 eta: 3:43:55 batch_cost: 0.6003 data_cost: 0.0020 ips: 13.3256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:41] ppdet.engine.callbacks INFO: Epoch: [145] [ 70/264] learning_rate: 0.000100 loss_class: 1.870614 loss_bbox: 0.141050 loss_giou: 0.208007 loss_mask: 0.437022 loss_dice: 0.409240 loss_class_aux: 11.972520 loss_bbox_aux: 0.989731 loss_giou_aux: 1.334696 loss_mask_aux: 2.497349 loss_dice_aux: 2.481040 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.357884 eta: 3:43:44 batch_cost: 0.6013 data_cost: 0.0019 ips: 13.3043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:48] ppdet.engine.callbacks INFO: Epoch: [145] [ 80/264] learning_rate: 0.000100 loss_class: 2.019468 loss_bbox: 0.134384 loss_giou: 0.189256 loss_mask: 0.366573 loss_dice: 0.357191 loss_class_aux: 12.848644 loss_bbox_aux: 0.948091 loss_giou_aux: 1.239853 loss_mask_aux: 2.272758 loss_dice_aux: 2.227670 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.393764 loss: 24.258014 eta: 3:43:34 batch_cost: 0.6198 data_cost: 0.0021 ips: 12.9075 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:25:54] ppdet.engine.callbacks INFO: Epoch: [145] [ 90/264] learning_rate: 0.000100 loss_class: 2.189310 loss_bbox: 0.172980 loss_giou: 0.205398 loss_mask: 0.512921 loss_dice: 0.454859 loss_class_aux: 13.610797 loss_bbox_aux: 1.209798 loss_giou_aux: 1.328369 loss_mask_aux: 2.989032 loss_dice_aux: 2.744409 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.609146 eta: 3:43:23 batch_cost: 0.5757 data_cost: 0.0021 ips: 13.8960 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:00] ppdet.engine.callbacks INFO: Epoch: [145] [100/264] learning_rate: 0.000100 loss_class: 1.833106 loss_bbox: 0.149353 loss_giou: 0.177179 loss_mask: 0.338319 loss_dice: 0.371317 loss_class_aux: 11.851743 loss_bbox_aux: 0.990273 loss_giou_aux: 1.155849 loss_mask_aux: 2.205681 loss_dice_aux: 2.282170 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.224649 eta: 3:43:13 batch_cost: 0.5747 data_cost: 0.0023 ips: 13.9212 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:06] ppdet.engine.callbacks INFO: Epoch: [145] [110/264] learning_rate: 0.000100 loss_class: 1.885390 loss_bbox: 0.128350 loss_giou: 0.207696 loss_mask: 0.329910 loss_dice: 0.375007 loss_class_aux: 12.256544 loss_bbox_aux: 0.918541 loss_giou_aux: 1.319893 loss_mask_aux: 2.063531 loss_dice_aux: 2.268560 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.580795 loss: 23.270379 eta: 3:43:02 batch_cost: 0.6042 data_cost: 0.0024 ips: 13.2407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:13] ppdet.engine.callbacks INFO: Epoch: [145] [120/264] learning_rate: 0.000100 loss_class: 1.927549 loss_bbox: 0.144123 loss_giou: 0.197607 loss_mask: 0.380146 loss_dice: 0.375748 loss_class_aux: 12.445466 loss_bbox_aux: 0.976808 loss_giou_aux: 1.269634 loss_mask_aux: 2.318114 loss_dice_aux: 2.320065 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.609196 eta: 3:42:52 batch_cost: 0.6125 data_cost: 0.0026 ips: 13.0619 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:19] ppdet.engine.callbacks INFO: Epoch: [145] [130/264] learning_rate: 0.000100 loss_class: 1.995297 loss_bbox: 0.161515 loss_giou: 0.213908 loss_mask: 0.433434 loss_dice: 0.386352 loss_class_aux: 12.836312 loss_bbox_aux: 1.072028 loss_giou_aux: 1.349982 loss_mask_aux: 2.663452 loss_dice_aux: 2.367527 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.715526 eta: 3:42:41 batch_cost: 0.6083 data_cost: 0.0025 ips: 13.1522 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:25] ppdet.engine.callbacks INFO: Epoch: [145] [140/264] learning_rate: 0.000100 loss_class: 1.798825 loss_bbox: 0.139186 loss_giou: 0.191254 loss_mask: 0.350819 loss_dice: 0.362028 loss_class_aux: 11.560282 loss_bbox_aux: 0.928128 loss_giou_aux: 1.225029 loss_mask_aux: 2.154923 loss_dice_aux: 2.156522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.838298 loss: 22.750852 eta: 3:42:31 batch_cost: 0.5816 data_cost: 0.0023 ips: 13.7542 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:33] ppdet.engine.callbacks INFO: Epoch: [145] [150/264] learning_rate: 0.000100 loss_class: 1.985048 loss_bbox: 0.172690 loss_giou: 0.214674 loss_mask: 0.386353 loss_dice: 0.406026 loss_class_aux: 12.809547 loss_bbox_aux: 1.148734 loss_giou_aux: 1.391918 loss_mask_aux: 2.365244 loss_dice_aux: 2.492935 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.952571 loss: 24.430444 eta: 3:42:21 batch_cost: 0.6804 data_cost: 0.0028 ips: 11.7575 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:39] ppdet.engine.callbacks INFO: Epoch: [145] [160/264] learning_rate: 0.000100 loss_class: 1.972705 loss_bbox: 0.134999 loss_giou: 0.200669 loss_mask: 0.367508 loss_dice: 0.373065 loss_class_aux: 12.899605 loss_bbox_aux: 0.976218 loss_giou_aux: 1.334620 loss_mask_aux: 2.291751 loss_dice_aux: 2.205795 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.083564 eta: 3:42:10 batch_cost: 0.5855 data_cost: 0.0019 ips: 13.6644 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:45] ppdet.engine.callbacks INFO: Epoch: [145] [170/264] learning_rate: 0.000100 loss_class: 1.900322 loss_bbox: 0.121666 loss_giou: 0.201130 loss_mask: 0.402350 loss_dice: 0.399325 loss_class_aux: 12.469687 loss_bbox_aux: 0.868704 loss_giou_aux: 1.322715 loss_mask_aux: 2.459848 loss_dice_aux: 2.410033 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.302576 eta: 3:41:59 batch_cost: 0.5656 data_cost: 0.0020 ips: 14.1431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:51] ppdet.engine.callbacks INFO: Epoch: [145] [180/264] learning_rate: 0.000100 loss_class: 1.843639 loss_bbox: 0.147104 loss_giou: 0.173758 loss_mask: 0.372570 loss_dice: 0.359159 loss_class_aux: 12.066278 loss_bbox_aux: 0.992070 loss_giou_aux: 1.183693 loss_mask_aux: 2.261168 loss_dice_aux: 2.242569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.245932 eta: 3:41:49 batch_cost: 0.5926 data_cost: 0.0020 ips: 13.4994 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:26:57] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:26:57] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:26:57] ppdet.engine.callbacks INFO: Epoch: [145] [190/264] learning_rate: 0.000100 loss_class: 2.053244 loss_bbox: 0.146325 loss_giou: 0.217827 loss_mask: 0.366984 loss_dice: 0.391773 loss_class_aux: 13.119775 loss_bbox_aux: 0.954670 loss_giou_aux: 1.396010 loss_mask_aux: 2.205086 loss_dice_aux: 2.386145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.528559 eta: 3:41:38 batch_cost: 0.6421 data_cost: 0.0020 ips: 12.4598 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:03] ppdet.engine.callbacks INFO: Epoch: [145] [200/264] learning_rate: 0.000100 loss_class: 2.223872 loss_bbox: 0.201903 loss_giou: 0.237266 loss_mask: 0.603910 loss_dice: 0.511501 loss_class_aux: 14.918707 loss_bbox_aux: 1.299532 loss_giou_aux: 1.556717 loss_mask_aux: 3.713830 loss_dice_aux: 3.108592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 29.189425 eta: 3:41:28 batch_cost: 0.5755 data_cost: 0.0020 ips: 13.9011 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:09] ppdet.engine.callbacks INFO: Epoch: [145] [210/264] learning_rate: 0.000100 loss_class: 1.860895 loss_bbox: 0.130484 loss_giou: 0.204775 loss_mask: 0.295356 loss_dice: 0.394623 loss_class_aux: 11.548739 loss_bbox_aux: 0.846281 loss_giou_aux: 1.286072 loss_mask_aux: 1.678299 loss_dice_aux: 2.331974 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.854334 loss: 21.572813 eta: 3:41:17 batch_cost: 0.5687 data_cost: 0.0026 ips: 14.0683 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:15] ppdet.engine.callbacks INFO: Epoch: [145] [220/264] learning_rate: 0.000100 loss_class: 1.935231 loss_bbox: 0.146598 loss_giou: 0.210586 loss_mask: 0.405974 loss_dice: 0.402800 loss_class_aux: 12.138199 loss_bbox_aux: 1.005543 loss_giou_aux: 1.369117 loss_mask_aux: 2.597414 loss_dice_aux: 2.471457 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.677896 eta: 3:41:07 batch_cost: 0.5624 data_cost: 0.0022 ips: 14.2237 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:21] ppdet.engine.callbacks INFO: Epoch: [145] [230/264] learning_rate: 0.000100 loss_class: 1.987886 loss_bbox: 0.137204 loss_giou: 0.208714 loss_mask: 0.365076 loss_dice: 0.383167 loss_class_aux: 12.542527 loss_bbox_aux: 0.963717 loss_giou_aux: 1.306236 loss_mask_aux: 2.167939 loss_dice_aux: 2.439912 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.059356 eta: 3:40:56 batch_cost: 0.5431 data_cost: 0.0021 ips: 14.7295 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:27] ppdet.engine.callbacks INFO: Epoch: [145] [240/264] learning_rate: 0.000100 loss_class: 1.951276 loss_bbox: 0.164998 loss_giou: 0.199748 loss_mask: 0.494354 loss_dice: 0.417173 loss_class_aux: 12.026537 loss_bbox_aux: 1.059963 loss_giou_aux: 1.274857 loss_mask_aux: 2.891902 loss_dice_aux: 2.550746 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.222743 eta: 3:40:45 batch_cost: 0.5951 data_cost: 0.0020 ips: 13.4427 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:33] ppdet.engine.callbacks INFO: Epoch: [145] [250/264] learning_rate: 0.000100 loss_class: 1.823654 loss_bbox: 0.140499 loss_giou: 0.190328 loss_mask: 0.363683 loss_dice: 0.354089 loss_class_aux: 11.638870 loss_bbox_aux: 0.950592 loss_giou_aux: 1.253598 loss_mask_aux: 2.230592 loss_dice_aux: 2.187405 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.881911 eta: 3:40:35 batch_cost: 0.5526 data_cost: 0.0019 ips: 14.4771 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:27:39] ppdet.engine.callbacks INFO: Epoch: [145] [260/264] learning_rate: 0.000100 loss_class: 2.052202 loss_bbox: 0.146302 loss_giou: 0.202102 loss_mask: 0.421329 loss_dice: 0.397100 loss_class_aux: 13.297341 loss_bbox_aux: 0.953934 loss_giou_aux: 1.290580 loss_mask_aux: 2.639960 loss_dice_aux: 2.453354 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.336913 eta: 3:40:24 batch_cost: 0.5744 data_cost: 0.0019 ips: 13.9284 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:28:41] ppdet.engine.callbacks INFO: Epoch: [146] [  0/264] learning_rate: 0.000100 loss_class: 1.872578 loss_bbox: 0.137474 loss_giou: 0.193537 loss_mask: 0.428645 loss_dice: 0.383621 loss_class_aux: 11.717876 loss_bbox_aux: 0.950585 loss_giou_aux: 1.263468 loss_mask_aux: 2.628650 loss_dice_aux: 2.339998 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.059033 eta: 3:40:25 batch_cost: 1.8860 data_cost: 1.2585 ips: 4.2419 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:28:51] ppdet.engine.callbacks INFO: Epoch: [146] [ 10/264] learning_rate: 0.000100 loss_class: 2.003761 loss_bbox: 0.165811 loss_giou: 0.207974 loss_mask: 0.393538 loss_dice: 0.435804 loss_class_aux: 12.883492 loss_bbox_aux: 1.089197 loss_giou_aux: 1.352746 loss_mask_aux: 2.512900 loss_dice_aux: 2.602988 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.786051 eta: 3:40:15 batch_cost: 0.9257 data_cost: 0.0048 ips: 8.6420 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:28:57] ppdet.engine.callbacks INFO: Epoch: [146] [ 20/264] learning_rate: 0.000100 loss_class: 1.808607 loss_bbox: 0.137726 loss_giou: 0.210208 loss_mask: 0.361632 loss_dice: 0.384558 loss_class_aux: 11.540059 loss_bbox_aux: 0.934443 loss_giou_aux: 1.394393 loss_mask_aux: 2.172945 loss_dice_aux: 2.372177 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.872554 eta: 3:40:05 batch_cost: 0.6256 data_cost: 0.0027 ips: 12.7879 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:05] ppdet.engine.callbacks INFO: Epoch: [146] [ 30/264] learning_rate: 0.000100 loss_class: 1.846235 loss_bbox: 0.147549 loss_giou: 0.197652 loss_mask: 0.420631 loss_dice: 0.383014 loss_class_aux: 12.369874 loss_bbox_aux: 1.016812 loss_giou_aux: 1.278259 loss_mask_aux: 2.586953 loss_dice_aux: 2.340178 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.928183 eta: 3:39:55 batch_cost: 0.7041 data_cost: 0.0040 ips: 11.3616 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:11] ppdet.engine.callbacks INFO: Epoch: [146] [ 40/264] learning_rate: 0.000100 loss_class: 1.806106 loss_bbox: 0.127624 loss_giou: 0.194469 loss_mask: 0.343488 loss_dice: 0.348916 loss_class_aux: 11.643544 loss_bbox_aux: 0.857906 loss_giou_aux: 1.260981 loss_mask_aux: 2.109680 loss_dice_aux: 2.117165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.462311 loss: 22.121420 eta: 3:39:45 batch_cost: 0.5958 data_cost: 0.0022 ips: 13.4267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:18] ppdet.engine.callbacks INFO: Epoch: [146] [ 50/264] learning_rate: 0.000100 loss_class: 1.770014 loss_bbox: 0.139315 loss_giou: 0.214406 loss_mask: 0.357763 loss_dice: 0.402826 loss_class_aux: 11.450717 loss_bbox_aux: 0.956932 loss_giou_aux: 1.391144 loss_mask_aux: 2.157776 loss_dice_aux: 2.434038 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.246958 loss: 21.881380 eta: 3:39:34 batch_cost: 0.6114 data_cost: 0.0022 ips: 13.0844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:24] ppdet.engine.callbacks INFO: Epoch: [146] [ 60/264] learning_rate: 0.000100 loss_class: 1.965088 loss_bbox: 0.147219 loss_giou: 0.203729 loss_mask: 0.434421 loss_dice: 0.392718 loss_class_aux: 13.112952 loss_bbox_aux: 0.950821 loss_giou_aux: 1.285230 loss_mask_aux: 2.550525 loss_dice_aux: 2.357678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.124183 eta: 3:39:24 batch_cost: 0.5917 data_cost: 0.0028 ips: 13.5195 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:30] ppdet.engine.callbacks INFO: Epoch: [146] [ 70/264] learning_rate: 0.000100 loss_class: 2.048108 loss_bbox: 0.158652 loss_giou: 0.211881 loss_mask: 0.445117 loss_dice: 0.435643 loss_class_aux: 13.159553 loss_bbox_aux: 1.068315 loss_giou_aux: 1.374383 loss_mask_aux: 2.733192 loss_dice_aux: 2.631777 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.063936 loss: 25.057311 eta: 3:39:13 batch_cost: 0.5596 data_cost: 0.0026 ips: 14.2971 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:34] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:29:34] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:29:35] ppdet.engine.callbacks INFO: Epoch: [146] [ 80/264] learning_rate: 0.000100 loss_class: 1.996538 loss_bbox: 0.153271 loss_giou: 0.193771 loss_mask: 0.429672 loss_dice: 0.405289 loss_class_aux: 13.278918 loss_bbox_aux: 1.021250 loss_giou_aux: 1.268641 loss_mask_aux: 2.647759 loss_dice_aux: 2.451735 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.695835 eta: 3:39:02 batch_cost: 0.5504 data_cost: 0.0021 ips: 14.5349 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:42] ppdet.engine.callbacks INFO: Epoch: [146] [ 90/264] learning_rate: 0.000100 loss_class: 1.911930 loss_bbox: 0.164494 loss_giou: 0.198051 loss_mask: 0.443319 loss_dice: 0.414832 loss_class_aux: 12.245545 loss_bbox_aux: 1.128846 loss_giou_aux: 1.286486 loss_mask_aux: 2.650826 loss_dice_aux: 2.465247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.502791 eta: 3:38:52 batch_cost: 0.6039 data_cost: 0.0024 ips: 13.2482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:48] ppdet.engine.callbacks INFO: Epoch: [146] [100/264] learning_rate: 0.000100 loss_class: 1.765500 loss_bbox: 0.130460 loss_giou: 0.170522 loss_mask: 0.402498 loss_dice: 0.352577 loss_class_aux: 11.057357 loss_bbox_aux: 0.881136 loss_giou_aux: 1.139020 loss_mask_aux: 2.283514 loss_dice_aux: 2.167905 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.300879 eta: 3:38:41 batch_cost: 0.5981 data_cost: 0.0024 ips: 13.3755 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:29:54] ppdet.engine.callbacks INFO: Epoch: [146] [110/264] learning_rate: 0.000100 loss_class: 1.855230 loss_bbox: 0.152151 loss_giou: 0.192669 loss_mask: 0.388669 loss_dice: 0.384276 loss_class_aux: 12.133322 loss_bbox_aux: 1.055695 loss_giou_aux: 1.264544 loss_mask_aux: 2.329948 loss_dice_aux: 2.331264 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.977464 loss: 24.102839 eta: 3:38:31 batch_cost: 0.5930 data_cost: 0.0020 ips: 13.4911 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:01] ppdet.engine.callbacks INFO: Epoch: [146] [120/264] learning_rate: 0.000100 loss_class: 1.876358 loss_bbox: 0.135933 loss_giou: 0.215158 loss_mask: 0.315696 loss_dice: 0.391622 loss_class_aux: 11.703684 loss_bbox_aux: 0.938232 loss_giou_aux: 1.416318 loss_mask_aux: 1.936765 loss_dice_aux: 2.442193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.445438 eta: 3:38:20 batch_cost: 0.6291 data_cost: 0.0023 ips: 12.7159 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:07] ppdet.engine.callbacks INFO: Epoch: [146] [130/264] learning_rate: 0.000100 loss_class: 1.919223 loss_bbox: 0.151361 loss_giou: 0.182744 loss_mask: 0.408452 loss_dice: 0.384517 loss_class_aux: 12.790939 loss_bbox_aux: 1.015558 loss_giou_aux: 1.231772 loss_mask_aux: 2.458619 loss_dice_aux: 2.327757 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.155302 eta: 3:38:10 batch_cost: 0.6010 data_cost: 0.0025 ips: 13.3116 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:13] ppdet.engine.callbacks INFO: Epoch: [146] [140/264] learning_rate: 0.000100 loss_class: 1.838082 loss_bbox: 0.164667 loss_giou: 0.213954 loss_mask: 0.444926 loss_dice: 0.410354 loss_class_aux: 11.650578 loss_bbox_aux: 1.099983 loss_giou_aux: 1.362188 loss_mask_aux: 2.704996 loss_dice_aux: 2.553951 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.475970 eta: 3:37:59 batch_cost: 0.5566 data_cost: 0.0019 ips: 14.3729 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:20] ppdet.engine.callbacks INFO: Epoch: [146] [150/264] learning_rate: 0.000100 loss_class: 1.951412 loss_bbox: 0.140766 loss_giou: 0.201041 loss_mask: 0.382086 loss_dice: 0.381672 loss_class_aux: 12.209430 loss_bbox_aux: 1.006916 loss_giou_aux: 1.306933 loss_mask_aux: 2.232533 loss_dice_aux: 2.367479 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.143078 eta: 3:37:49 batch_cost: 0.6322 data_cost: 0.0030 ips: 12.6536 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:26] ppdet.engine.callbacks INFO: Epoch: [146] [160/264] learning_rate: 0.000100 loss_class: 2.065366 loss_bbox: 0.176535 loss_giou: 0.204067 loss_mask: 0.441169 loss_dice: 0.417954 loss_class_aux: 12.914444 loss_bbox_aux: 1.153401 loss_giou_aux: 1.375641 loss_mask_aux: 2.701988 loss_dice_aux: 2.528078 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.392129 eta: 3:37:39 batch_cost: 0.6122 data_cost: 0.0022 ips: 13.0684 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:33] ppdet.engine.callbacks INFO: Epoch: [146] [170/264] learning_rate: 0.000100 loss_class: 1.854183 loss_bbox: 0.145586 loss_giou: 0.207734 loss_mask: 0.416957 loss_dice: 0.399046 loss_class_aux: 11.870890 loss_bbox_aux: 0.930748 loss_giou_aux: 1.337381 loss_mask_aux: 2.532395 loss_dice_aux: 2.495757 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.331114 eta: 3:37:28 batch_cost: 0.6279 data_cost: 0.0023 ips: 12.7402 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:40] ppdet.engine.callbacks INFO: Epoch: [146] [180/264] learning_rate: 0.000100 loss_class: 1.803774 loss_bbox: 0.146927 loss_giou: 0.203339 loss_mask: 0.338759 loss_dice: 0.395793 loss_class_aux: 11.493789 loss_bbox_aux: 0.936370 loss_giou_aux: 1.319812 loss_mask_aux: 2.158371 loss_dice_aux: 2.412505 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.369175 eta: 3:37:18 batch_cost: 0.6471 data_cost: 0.0028 ips: 12.3621 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:46] ppdet.engine.callbacks INFO: Epoch: [146] [190/264] learning_rate: 0.000100 loss_class: 1.934695 loss_bbox: 0.144195 loss_giou: 0.206438 loss_mask: 0.411821 loss_dice: 0.412405 loss_class_aux: 12.344211 loss_bbox_aux: 1.009134 loss_giou_aux: 1.328980 loss_mask_aux: 2.523125 loss_dice_aux: 2.437250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.438035 eta: 3:37:08 batch_cost: 0.5969 data_cost: 0.0022 ips: 13.4032 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:52] ppdet.engine.callbacks INFO: Epoch: [146] [200/264] learning_rate: 0.000100 loss_class: 2.045408 loss_bbox: 0.175905 loss_giou: 0.235826 loss_mask: 0.461505 loss_dice: 0.460363 loss_class_aux: 13.202311 loss_bbox_aux: 1.120149 loss_giou_aux: 1.532061 loss_mask_aux: 2.859721 loss_dice_aux: 2.755330 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.003455 eta: 3:36:57 batch_cost: 0.5822 data_cost: 0.0027 ips: 13.7415 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:30:58] ppdet.engine.callbacks INFO: Epoch: [146] [210/264] learning_rate: 0.000100 loss_class: 1.833621 loss_bbox: 0.153818 loss_giou: 0.196661 loss_mask: 0.402881 loss_dice: 0.385376 loss_class_aux: 11.425210 loss_bbox_aux: 1.033780 loss_giou_aux: 1.236147 loss_mask_aux: 2.471220 loss_dice_aux: 2.337535 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.556618 eta: 3:36:46 batch_cost: 0.5544 data_cost: 0.0030 ips: 14.4302 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:31:04] ppdet.engine.callbacks INFO: Epoch: [146] [220/264] learning_rate: 0.000100 loss_class: 2.113495 loss_bbox: 0.150222 loss_giou: 0.228206 loss_mask: 0.410242 loss_dice: 0.428747 loss_class_aux: 13.435610 loss_bbox_aux: 1.024324 loss_giou_aux: 1.482638 loss_mask_aux: 2.570281 loss_dice_aux: 2.659004 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.200266 loss: 27.079964 eta: 3:36:36 batch_cost: 0.6168 data_cost: 0.0027 ips: 12.9707 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:31:10] ppdet.engine.callbacks INFO: Epoch: [146] [230/264] learning_rate: 0.000100 loss_class: 1.909262 loss_bbox: 0.141018 loss_giou: 0.210537 loss_mask: 0.402442 loss_dice: 0.415436 loss_class_aux: 12.307913 loss_bbox_aux: 1.003994 loss_giou_aux: 1.392748 loss_mask_aux: 2.470258 loss_dice_aux: 2.542841 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.613683 loss: 23.522026 eta: 3:36:25 batch_cost: 0.5465 data_cost: 0.0016 ips: 14.6391 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:31:16] ppdet.engine.callbacks INFO: Epoch: [146] [240/264] learning_rate: 0.000100 loss_class: 1.796948 loss_bbox: 0.147169 loss_giou: 0.173232 loss_mask: 0.453976 loss_dice: 0.364421 loss_class_aux: 12.033330 loss_bbox_aux: 0.980111 loss_giou_aux: 1.133288 loss_mask_aux: 2.661061 loss_dice_aux: 2.196340 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.498143 loss: 23.642365 eta: 3:36:15 batch_cost: 0.5744 data_cost: 0.0015 ips: 13.9273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:31:22] ppdet.engine.callbacks INFO: Epoch: [146] [250/264] learning_rate: 0.000100 loss_class: 1.918986 loss_bbox: 0.137830 loss_giou: 0.207053 loss_mask: 0.365435 loss_dice: 0.404112 loss_class_aux: 12.544862 loss_bbox_aux: 1.002837 loss_giou_aux: 1.389725 loss_mask_aux: 2.281492 loss_dice_aux: 2.455154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.474147 loss: 23.434563 eta: 3:36:04 batch_cost: 0.5543 data_cost: 0.0016 ips: 14.4315 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:31:28] ppdet.engine.callbacks INFO: Epoch: [146] [260/264] learning_rate: 0.000100 loss_class: 1.859321 loss_bbox: 0.147099 loss_giou: 0.199834 loss_mask: 0.419773 loss_dice: 0.374386 loss_class_aux: 11.736100 loss_bbox_aux: 0.936231 loss_giou_aux: 1.260111 loss_mask_aux: 2.509630 loss_dice_aux: 2.261757 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.303595 eta: 3:35:54 batch_cost: 0.5889 data_cost: 0.0015 ips: 13.5836 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:32:27] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:32:27] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:32:32] ppdet.engine.callbacks INFO: Epoch: [147] [  0/264] learning_rate: 0.000100 loss_class: 1.916342 loss_bbox: 0.158484 loss_giou: 0.208881 loss_mask: 0.444576 loss_dice: 0.427945 loss_class_aux: 12.097915 loss_bbox_aux: 1.067894 loss_giou_aux: 1.385390 loss_mask_aux: 2.687218 loss_dice_aux: 2.640197 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.859203 loss: 26.332607 eta: 3:35:55 batch_cost: 2.0342 data_cost: 1.4182 ips: 3.9327 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:32:41] ppdet.engine.callbacks INFO: Epoch: [147] [ 10/264] learning_rate: 0.000100 loss_class: 1.766208 loss_bbox: 0.154597 loss_giou: 0.200278 loss_mask: 0.373262 loss_dice: 0.356873 loss_class_aux: 11.361213 loss_bbox_aux: 1.009637 loss_giou_aux: 1.274209 loss_mask_aux: 2.224772 loss_dice_aux: 2.125426 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.216453 loss: 22.080205 eta: 3:35:46 batch_cost: 0.9349 data_cost: 0.0062 ips: 8.5568 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:32:48] ppdet.engine.callbacks INFO: Epoch: [147] [ 20/264] learning_rate: 0.000100 loss_class: 1.978376 loss_bbox: 0.113247 loss_giou: 0.167362 loss_mask: 0.354688 loss_dice: 0.350125 loss_class_aux: 12.475155 loss_bbox_aux: 0.855028 loss_giou_aux: 1.134324 loss_mask_aux: 2.311932 loss_dice_aux: 2.145714 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.510320 loss: 22.475493 eta: 3:35:35 batch_cost: 0.6531 data_cost: 0.0027 ips: 12.2502 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:32:55] ppdet.engine.callbacks INFO: Epoch: [147] [ 30/264] learning_rate: 0.000100 loss_class: 1.900224 loss_bbox: 0.147097 loss_giou: 0.194875 loss_mask: 0.379465 loss_dice: 0.367621 loss_class_aux: 12.419351 loss_bbox_aux: 1.010394 loss_giou_aux: 1.295223 loss_mask_aux: 2.396987 loss_dice_aux: 2.274707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.329034 eta: 3:35:25 batch_cost: 0.6699 data_cost: 0.0027 ips: 11.9428 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:01] ppdet.engine.callbacks INFO: Epoch: [147] [ 40/264] learning_rate: 0.000100 loss_class: 1.937741 loss_bbox: 0.160166 loss_giou: 0.208402 loss_mask: 0.438255 loss_dice: 0.400146 loss_class_aux: 12.078484 loss_bbox_aux: 1.110240 loss_giou_aux: 1.390820 loss_mask_aux: 2.851822 loss_dice_aux: 2.576737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.018197 loss: 24.785731 eta: 3:35:15 batch_cost: 0.5786 data_cost: 0.0020 ips: 13.8273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:07] ppdet.engine.callbacks INFO: Epoch: [147] [ 50/264] learning_rate: 0.000100 loss_class: 2.028588 loss_bbox: 0.127345 loss_giou: 0.209755 loss_mask: 0.408758 loss_dice: 0.401774 loss_class_aux: 13.328401 loss_bbox_aux: 0.864799 loss_giou_aux: 1.397887 loss_mask_aux: 2.496893 loss_dice_aux: 2.460478 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.124549 eta: 3:35:04 batch_cost: 0.5480 data_cost: 0.0024 ips: 14.5995 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:13] ppdet.engine.callbacks INFO: Epoch: [147] [ 60/264] learning_rate: 0.000100 loss_class: 1.801873 loss_bbox: 0.129116 loss_giou: 0.193252 loss_mask: 0.358679 loss_dice: 0.358189 loss_class_aux: 11.755618 loss_bbox_aux: 0.867624 loss_giou_aux: 1.257163 loss_mask_aux: 2.249226 loss_dice_aux: 2.160471 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.180470 eta: 3:34:54 batch_cost: 0.5894 data_cost: 0.0023 ips: 13.5737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:19] ppdet.engine.callbacks INFO: Epoch: [147] [ 70/264] learning_rate: 0.000100 loss_class: 1.958041 loss_bbox: 0.137744 loss_giou: 0.194779 loss_mask: 0.383506 loss_dice: 0.405764 loss_class_aux: 12.389256 loss_bbox_aux: 0.882743 loss_giou_aux: 1.283303 loss_mask_aux: 2.351515 loss_dice_aux: 2.475786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.971426 eta: 3:34:43 batch_cost: 0.5880 data_cost: 0.0025 ips: 13.6050 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:25] ppdet.engine.callbacks INFO: Epoch: [147] [ 80/264] learning_rate: 0.000100 loss_class: 1.934752 loss_bbox: 0.142276 loss_giou: 0.187366 loss_mask: 0.399617 loss_dice: 0.374560 loss_class_aux: 12.398015 loss_bbox_aux: 1.004024 loss_giou_aux: 1.213182 loss_mask_aux: 2.585989 loss_dice_aux: 2.355014 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.541455 loss: 24.225577 eta: 3:34:33 batch_cost: 0.5431 data_cost: 0.0023 ips: 14.7290 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:32] ppdet.engine.callbacks INFO: Epoch: [147] [ 90/264] learning_rate: 0.000100 loss_class: 1.805968 loss_bbox: 0.146446 loss_giou: 0.180201 loss_mask: 0.410013 loss_dice: 0.353239 loss_class_aux: 11.732030 loss_bbox_aux: 1.001001 loss_giou_aux: 1.177391 loss_mask_aux: 2.601605 loss_dice_aux: 2.184030 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.301750 eta: 3:34:22 batch_cost: 0.6327 data_cost: 0.0025 ips: 12.6439 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:39] ppdet.engine.callbacks INFO: Epoch: [147] [100/264] learning_rate: 0.000100 loss_class: 1.984570 loss_bbox: 0.158077 loss_giou: 0.202346 loss_mask: 0.385718 loss_dice: 0.394222 loss_class_aux: 13.161795 loss_bbox_aux: 1.039332 loss_giou_aux: 1.345680 loss_mask_aux: 2.431522 loss_dice_aux: 2.460195 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.525814 loss: 24.921752 eta: 3:34:12 batch_cost: 0.6608 data_cost: 0.0023 ips: 12.1059 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:45] ppdet.engine.callbacks INFO: Epoch: [147] [110/264] learning_rate: 0.000100 loss_class: 1.861404 loss_bbox: 0.159210 loss_giou: 0.197380 loss_mask: 0.386000 loss_dice: 0.396157 loss_class_aux: 12.061119 loss_bbox_aux: 1.125642 loss_giou_aux: 1.325176 loss_mask_aux: 2.377589 loss_dice_aux: 2.411611 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.487520 eta: 3:34:02 batch_cost: 0.5966 data_cost: 0.0022 ips: 13.4094 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:52] ppdet.engine.callbacks INFO: Epoch: [147] [120/264] learning_rate: 0.000100 loss_class: 1.833078 loss_bbox: 0.153675 loss_giou: 0.199522 loss_mask: 0.399776 loss_dice: 0.357686 loss_class_aux: 11.872805 loss_bbox_aux: 0.978865 loss_giou_aux: 1.287925 loss_mask_aux: 2.330992 loss_dice_aux: 2.193959 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.773262 eta: 3:33:51 batch_cost: 0.6354 data_cost: 0.0020 ips: 12.5897 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:33:58] ppdet.engine.callbacks INFO: Epoch: [147] [130/264] learning_rate: 0.000100 loss_class: 2.031928 loss_bbox: 0.172155 loss_giou: 0.229953 loss_mask: 0.405695 loss_dice: 0.447343 loss_class_aux: 13.480549 loss_bbox_aux: 1.155879 loss_giou_aux: 1.494394 loss_mask_aux: 2.740208 loss_dice_aux: 2.652379 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.881906 eta: 3:33:41 batch_cost: 0.5892 data_cost: 0.0019 ips: 13.5773 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:04] ppdet.engine.callbacks INFO: Epoch: [147] [140/264] learning_rate: 0.000100 loss_class: 1.852149 loss_bbox: 0.141996 loss_giou: 0.203480 loss_mask: 0.369727 loss_dice: 0.385975 loss_class_aux: 11.469821 loss_bbox_aux: 0.949384 loss_giou_aux: 1.312479 loss_mask_aux: 2.321813 loss_dice_aux: 2.405843 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.331333 loss: 22.848459 eta: 3:33:31 batch_cost: 0.5885 data_cost: 0.0022 ips: 13.5942 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:10] ppdet.engine.callbacks INFO: Epoch: [147] [150/264] learning_rate: 0.000100 loss_class: 1.863389 loss_bbox: 0.139794 loss_giou: 0.216268 loss_mask: 0.360745 loss_dice: 0.416448 loss_class_aux: 11.954943 loss_bbox_aux: 0.918217 loss_giou_aux: 1.377257 loss_mask_aux: 2.176098 loss_dice_aux: 2.508132 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.582528 loss: 23.119313 eta: 3:33:20 batch_cost: 0.5951 data_cost: 0.0021 ips: 13.4431 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:16] ppdet.engine.callbacks INFO: Epoch: [147] [160/264] learning_rate: 0.000100 loss_class: 1.766444 loss_bbox: 0.122715 loss_giou: 0.201457 loss_mask: 0.378629 loss_dice: 0.383728 loss_class_aux: 11.493009 loss_bbox_aux: 0.873583 loss_giou_aux: 1.278581 loss_mask_aux: 2.315521 loss_dice_aux: 2.345715 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.048849 eta: 3:33:10 batch_cost: 0.5976 data_cost: 0.0020 ips: 13.3876 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:23] ppdet.engine.callbacks INFO: Epoch: [147] [170/264] learning_rate: 0.000100 loss_class: 2.104191 loss_bbox: 0.158591 loss_giou: 0.215424 loss_mask: 0.417377 loss_dice: 0.415198 loss_class_aux: 12.798091 loss_bbox_aux: 1.089994 loss_giou_aux: 1.389714 loss_mask_aux: 2.741864 loss_dice_aux: 2.534741 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.489429 loss: 25.445270 eta: 3:32:59 batch_cost: 0.6026 data_cost: 0.0021 ips: 13.2769 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:29] ppdet.engine.callbacks INFO: Epoch: [147] [180/264] learning_rate: 0.000100 loss_class: 1.989029 loss_bbox: 0.187956 loss_giou: 0.224221 loss_mask: 0.498504 loss_dice: 0.442134 loss_class_aux: 12.693865 loss_bbox_aux: 1.261805 loss_giou_aux: 1.423660 loss_mask_aux: 3.254129 loss_dice_aux: 2.693257 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.523934 eta: 3:32:49 batch_cost: 0.6021 data_cost: 0.0021 ips: 13.2875 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:35] ppdet.engine.callbacks INFO: Epoch: [147] [190/264] learning_rate: 0.000100 loss_class: 1.842814 loss_bbox: 0.132292 loss_giou: 0.189263 loss_mask: 0.313809 loss_dice: 0.385529 loss_class_aux: 11.631518 loss_bbox_aux: 0.882851 loss_giou_aux: 1.256938 loss_mask_aux: 1.860243 loss_dice_aux: 2.352483 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.440232 loss: 22.163328 eta: 3:32:38 batch_cost: 0.5791 data_cost: 0.0019 ips: 13.8134 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:42] ppdet.engine.callbacks INFO: Epoch: [147] [200/264] learning_rate: 0.000100 loss_class: 2.073326 loss_bbox: 0.144614 loss_giou: 0.191999 loss_mask: 0.423691 loss_dice: 0.374277 loss_class_aux: 12.405538 loss_bbox_aux: 1.003090 loss_giou_aux: 1.246105 loss_mask_aux: 2.504852 loss_dice_aux: 2.326401 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.867378 eta: 3:32:28 batch_cost: 0.6034 data_cost: 0.0022 ips: 13.2588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:49] ppdet.engine.callbacks INFO: Epoch: [147] [210/264] learning_rate: 0.000100 loss_class: 1.838768 loss_bbox: 0.147637 loss_giou: 0.198666 loss_mask: 0.357065 loss_dice: 0.372971 loss_class_aux: 11.969997 loss_bbox_aux: 0.993124 loss_giou_aux: 1.296360 loss_mask_aux: 2.258757 loss_dice_aux: 2.294845 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.874224 eta: 3:32:18 batch_cost: 0.6659 data_cost: 0.0023 ips: 12.0138 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:34:55] ppdet.engine.callbacks INFO: Epoch: [147] [220/264] learning_rate: 0.000100 loss_class: 1.822337 loss_bbox: 0.165143 loss_giou: 0.214801 loss_mask: 0.377426 loss_dice: 0.440659 loss_class_aux: 11.722416 loss_bbox_aux: 1.080840 loss_giou_aux: 1.394856 loss_mask_aux: 2.378788 loss_dice_aux: 2.679475 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.112083 eta: 3:32:08 batch_cost: 0.5996 data_cost: 0.0019 ips: 13.3414 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:35:01] ppdet.engine.callbacks INFO: Epoch: [147] [230/264] learning_rate: 0.000100 loss_class: 1.922532 loss_bbox: 0.130011 loss_giou: 0.205460 loss_mask: 0.378119 loss_dice: 0.399419 loss_class_aux: 12.648995 loss_bbox_aux: 0.949614 loss_giou_aux: 1.324152 loss_mask_aux: 2.293965 loss_dice_aux: 2.392285 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.228660 eta: 3:31:57 batch_cost: 0.6137 data_cost: 0.0020 ips: 13.0347 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:35:07] ppdet.engine.callbacks INFO: Epoch: [147] [240/264] learning_rate: 0.000100 loss_class: 1.941866 loss_bbox: 0.172310 loss_giou: 0.204102 loss_mask: 0.436300 loss_dice: 0.397306 loss_class_aux: 12.652956 loss_bbox_aux: 1.175253 loss_giou_aux: 1.304383 loss_mask_aux: 2.732518 loss_dice_aux: 2.430201 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.867628 loss: 24.219078 eta: 3:31:47 batch_cost: 0.5698 data_cost: 0.0020 ips: 14.0400 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:35:13] ppdet.engine.callbacks INFO: Epoch: [147] [250/264] learning_rate: 0.000100 loss_class: 1.897202 loss_bbox: 0.135553 loss_giou: 0.193263 loss_mask: 0.398183 loss_dice: 0.382923 loss_class_aux: 12.580092 loss_bbox_aux: 0.895324 loss_giou_aux: 1.215192 loss_mask_aux: 2.385802 loss_dice_aux: 2.345843 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.634461 eta: 3:31:36 batch_cost: 0.5487 data_cost: 0.0019 ips: 14.5808 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:35:19] ppdet.engine.callbacks INFO: Epoch: [147] [260/264] learning_rate: 0.000100 loss_class: 2.026240 loss_bbox: 0.144635 loss_giou: 0.197342 loss_mask: 0.381940 loss_dice: 0.426576 loss_class_aux: 12.435790 loss_bbox_aux: 1.039418 loss_giou_aux: 1.281886 loss_mask_aux: 2.272850 loss_dice_aux: 2.598108 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.390162 loss: 23.990403 eta: 3:31:26 batch_cost: 0.5541 data_cost: 0.0019 ips: 14.4367 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:36:22] ppdet.engine.callbacks INFO: Epoch: [148] [  0/264] learning_rate: 0.000100 loss_class: 1.986712 loss_bbox: 0.133655 loss_giou: 0.210181 loss_mask: 0.322929 loss_dice: 0.399278 loss_class_aux: 12.435790 loss_bbox_aux: 0.869122 loss_giou_aux: 1.331674 loss_mask_aux: 1.946293 loss_dice_aux: 2.446349 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.044409 eta: 3:31:26 batch_cost: 1.8604 data_cost: 1.2133 ips: 4.3002 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:36:32] ppdet.engine.callbacks INFO: Epoch: [148] [ 10/264] learning_rate: 0.000100 loss_class: 1.972441 loss_bbox: 0.154796 loss_giou: 0.204288 loss_mask: 0.362217 loss_dice: 0.407948 loss_class_aux: 12.782906 loss_bbox_aux: 1.056042 loss_giou_aux: 1.364296 loss_mask_aux: 2.346003 loss_dice_aux: 2.610935 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.398558 eta: 3:31:17 batch_cost: 0.9457 data_cost: 0.0060 ips: 8.4597 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:36:38] ppdet.engine.callbacks INFO: Epoch: [148] [ 20/264] learning_rate: 0.000100 loss_class: 2.185764 loss_bbox: 0.173550 loss_giou: 0.218819 loss_mask: 0.503798 loss_dice: 0.410269 loss_class_aux: 14.460503 loss_bbox_aux: 1.121455 loss_giou_aux: 1.420402 loss_mask_aux: 2.989645 loss_dice_aux: 2.429392 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.700087 eta: 3:31:07 batch_cost: 0.6425 data_cost: 0.0027 ips: 12.4509 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:36:46] ppdet.engine.callbacks INFO: Epoch: [148] [ 30/264] learning_rate: 0.000100 loss_class: 1.733526 loss_bbox: 0.140598 loss_giou: 0.180678 loss_mask: 0.430997 loss_dice: 0.345800 loss_class_aux: 11.508710 loss_bbox_aux: 0.956462 loss_giou_aux: 1.225756 loss_mask_aux: 2.712923 loss_dice_aux: 2.159455 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.630161 eta: 3:30:57 batch_cost: 0.7419 data_cost: 0.0024 ips: 10.7829 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:36:52] ppdet.engine.callbacks INFO: Epoch: [148] [ 40/264] learning_rate: 0.000100 loss_class: 2.009199 loss_bbox: 0.159865 loss_giou: 0.207497 loss_mask: 0.514371 loss_dice: 0.429296 loss_class_aux: 12.666763 loss_bbox_aux: 1.134274 loss_giou_aux: 1.370248 loss_mask_aux: 3.159623 loss_dice_aux: 2.586136 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.602833 eta: 3:30:46 batch_cost: 0.5727 data_cost: 0.0024 ips: 13.9679 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:36:59] ppdet.engine.callbacks INFO: Epoch: [148] [ 50/264] learning_rate: 0.000100 loss_class: 1.861395 loss_bbox: 0.160530 loss_giou: 0.205376 loss_mask: 0.431569 loss_dice: 0.383517 loss_class_aux: 12.139935 loss_bbox_aux: 1.108669 loss_giou_aux: 1.335935 loss_mask_aux: 2.670022 loss_dice_aux: 2.282010 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.577676 loss: 23.529888 eta: 3:30:36 batch_cost: 0.6010 data_cost: 0.0023 ips: 13.3109 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:04] ppdet.engine.callbacks INFO: Epoch: [148] [ 60/264] learning_rate: 0.000100 loss_class: 2.302171 loss_bbox: 0.179298 loss_giou: 0.224403 loss_mask: 0.463934 loss_dice: 0.424310 loss_class_aux: 14.222057 loss_bbox_aux: 1.220936 loss_giou_aux: 1.473304 loss_mask_aux: 2.987383 loss_dice_aux: 2.755269 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.109541 eta: 3:30:25 batch_cost: 0.5538 data_cost: 0.0022 ips: 14.4468 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:10] ppdet.engine.callbacks INFO: Epoch: [148] [ 70/264] learning_rate: 0.000100 loss_class: 1.899790 loss_bbox: 0.137129 loss_giou: 0.201455 loss_mask: 0.384455 loss_dice: 0.387803 loss_class_aux: 12.087781 loss_bbox_aux: 0.864331 loss_giou_aux: 1.296429 loss_mask_aux: 2.311305 loss_dice_aux: 2.341610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.129130 eta: 3:30:15 batch_cost: 0.5511 data_cost: 0.0020 ips: 14.5163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:16] ppdet.engine.callbacks INFO: Epoch: [148] [ 80/264] learning_rate: 0.000100 loss_class: 1.949587 loss_bbox: 0.156084 loss_giou: 0.200934 loss_mask: 0.378198 loss_dice: 0.389748 loss_class_aux: 12.420822 loss_bbox_aux: 1.034886 loss_giou_aux: 1.313454 loss_mask_aux: 2.345441 loss_dice_aux: 2.310682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.433858 loss: 23.911182 eta: 3:30:04 batch_cost: 0.5783 data_cost: 0.0023 ips: 13.8344 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:20] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:37:20] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:37:23] ppdet.engine.callbacks INFO: Epoch: [148] [ 90/264] learning_rate: 0.000100 loss_class: 2.158757 loss_bbox: 0.205793 loss_giou: 0.225861 loss_mask: 0.470301 loss_dice: 0.471678 loss_class_aux: 13.629436 loss_bbox_aux: 1.334939 loss_giou_aux: 1.452579 loss_mask_aux: 2.825933 loss_dice_aux: 2.808825 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.507223 eta: 3:29:54 batch_cost: 0.5972 data_cost: 0.0026 ips: 13.3952 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:29] ppdet.engine.callbacks INFO: Epoch: [148] [100/264] learning_rate: 0.000100 loss_class: 1.821930 loss_bbox: 0.135674 loss_giou: 0.199863 loss_mask: 0.349489 loss_dice: 0.386070 loss_class_aux: 11.629042 loss_bbox_aux: 0.917358 loss_giou_aux: 1.294805 loss_mask_aux: 2.115581 loss_dice_aux: 2.385545 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.481509 eta: 3:29:44 batch_cost: 0.5784 data_cost: 0.0022 ips: 13.8306 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:35] ppdet.engine.callbacks INFO: Epoch: [148] [110/264] learning_rate: 0.000100 loss_class: 1.859081 loss_bbox: 0.128765 loss_giou: 0.201447 loss_mask: 0.318216 loss_dice: 0.356943 loss_class_aux: 11.845706 loss_bbox_aux: 0.862836 loss_giou_aux: 1.340091 loss_mask_aux: 1.935697 loss_dice_aux: 2.218013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.955715 eta: 3:29:33 batch_cost: 0.5730 data_cost: 0.0024 ips: 13.9614 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:41] ppdet.engine.callbacks INFO: Epoch: [148] [120/264] learning_rate: 0.000100 loss_class: 1.873395 loss_bbox: 0.143827 loss_giou: 0.193307 loss_mask: 0.359988 loss_dice: 0.366811 loss_class_aux: 12.315213 loss_bbox_aux: 0.972172 loss_giou_aux: 1.235687 loss_mask_aux: 2.230990 loss_dice_aux: 2.246045 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.084937 eta: 3:29:23 batch_cost: 0.6071 data_cost: 0.0021 ips: 13.1766 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:47] ppdet.engine.callbacks INFO: Epoch: [148] [130/264] learning_rate: 0.000100 loss_class: 1.824356 loss_bbox: 0.142844 loss_giou: 0.207094 loss_mask: 0.397668 loss_dice: 0.375353 loss_class_aux: 11.968138 loss_bbox_aux: 0.970631 loss_giou_aux: 1.343396 loss_mask_aux: 2.348940 loss_dice_aux: 2.299962 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.684735 eta: 3:29:12 batch_cost: 0.5928 data_cost: 0.0018 ips: 13.4956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:37:53] ppdet.engine.callbacks INFO: Epoch: [148] [140/264] learning_rate: 0.000100 loss_class: 1.917439 loss_bbox: 0.171070 loss_giou: 0.196222 loss_mask: 0.469543 loss_dice: 0.448417 loss_class_aux: 12.763256 loss_bbox_aux: 1.099561 loss_giou_aux: 1.254390 loss_mask_aux: 2.760240 loss_dice_aux: 2.657346 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.869634 eta: 3:29:02 batch_cost: 0.6004 data_cost: 0.0023 ips: 13.3234 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:00] ppdet.engine.callbacks INFO: Epoch: [148] [150/264] learning_rate: 0.000100 loss_class: 2.200825 loss_bbox: 0.162706 loss_giou: 0.224080 loss_mask: 0.414979 loss_dice: 0.417946 loss_class_aux: 13.704413 loss_bbox_aux: 1.063884 loss_giou_aux: 1.449647 loss_mask_aux: 2.451670 loss_dice_aux: 2.567552 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.200292 eta: 3:28:52 batch_cost: 0.6255 data_cost: 0.0025 ips: 12.7907 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:06] ppdet.engine.callbacks INFO: Epoch: [148] [160/264] learning_rate: 0.000100 loss_class: 2.075007 loss_bbox: 0.149412 loss_giou: 0.210287 loss_mask: 0.425846 loss_dice: 0.428596 loss_class_aux: 13.350980 loss_bbox_aux: 1.031198 loss_giou_aux: 1.388633 loss_mask_aux: 2.617736 loss_dice_aux: 2.653966 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.359835 loss: 25.544258 eta: 3:28:41 batch_cost: 0.5914 data_cost: 0.0021 ips: 13.5270 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:13] ppdet.engine.callbacks INFO: Epoch: [148] [170/264] learning_rate: 0.000100 loss_class: 2.251606 loss_bbox: 0.155500 loss_giou: 0.188394 loss_mask: 0.414321 loss_dice: 0.411093 loss_class_aux: 13.698061 loss_bbox_aux: 1.084874 loss_giou_aux: 1.245695 loss_mask_aux: 2.547067 loss_dice_aux: 2.588529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.378533 loss: 25.380092 eta: 3:28:31 batch_cost: 0.6360 data_cost: 0.0025 ips: 12.5795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:19] ppdet.engine.callbacks INFO: Epoch: [148] [180/264] learning_rate: 0.000100 loss_class: 2.101246 loss_bbox: 0.159171 loss_giou: 0.191388 loss_mask: 0.431204 loss_dice: 0.386534 loss_class_aux: 13.378054 loss_bbox_aux: 1.079834 loss_giou_aux: 1.266454 loss_mask_aux: 2.611753 loss_dice_aux: 2.345984 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.348235 eta: 3:28:21 batch_cost: 0.5912 data_cost: 0.0024 ips: 13.5326 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:26] ppdet.engine.callbacks INFO: Epoch: [148] [190/264] learning_rate: 0.000100 loss_class: 1.657818 loss_bbox: 0.133209 loss_giou: 0.170671 loss_mask: 0.385072 loss_dice: 0.347248 loss_class_aux: 10.910160 loss_bbox_aux: 0.916985 loss_giou_aux: 1.101703 loss_mask_aux: 2.382408 loss_dice_aux: 2.125912 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.583974 loss: 23.770764 eta: 3:28:11 batch_cost: 0.6248 data_cost: 0.0024 ips: 12.8037 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:32] ppdet.engine.callbacks INFO: Epoch: [148] [200/264] learning_rate: 0.000100 loss_class: 2.064046 loss_bbox: 0.150959 loss_giou: 0.208243 loss_mask: 0.424199 loss_dice: 0.405324 loss_class_aux: 12.778043 loss_bbox_aux: 1.037440 loss_giou_aux: 1.355397 loss_mask_aux: 2.595480 loss_dice_aux: 2.447739 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.876749 eta: 3:28:00 batch_cost: 0.6018 data_cost: 0.0030 ips: 13.2939 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:38] ppdet.engine.callbacks INFO: Epoch: [148] [210/264] learning_rate: 0.000100 loss_class: 2.118012 loss_bbox: 0.125820 loss_giou: 0.196132 loss_mask: 0.396649 loss_dice: 0.373100 loss_class_aux: 13.395784 loss_bbox_aux: 0.857701 loss_giou_aux: 1.267667 loss_mask_aux: 2.453330 loss_dice_aux: 2.258006 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.886169 eta: 3:27:50 batch_cost: 0.5821 data_cost: 0.0021 ips: 13.7433 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:44] ppdet.engine.callbacks INFO: Epoch: [148] [220/264] learning_rate: 0.000100 loss_class: 1.864725 loss_bbox: 0.139644 loss_giou: 0.194454 loss_mask: 0.516114 loss_dice: 0.409361 loss_class_aux: 11.492193 loss_bbox_aux: 1.014894 loss_giou_aux: 1.258225 loss_mask_aux: 3.268977 loss_dice_aux: 2.453821 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.653159 eta: 3:27:39 batch_cost: 0.5826 data_cost: 0.0022 ips: 13.7325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:50] ppdet.engine.callbacks INFO: Epoch: [148] [230/264] learning_rate: 0.000100 loss_class: 1.909244 loss_bbox: 0.167906 loss_giou: 0.227469 loss_mask: 0.384028 loss_dice: 0.447364 loss_class_aux: 12.426646 loss_bbox_aux: 1.057760 loss_giou_aux: 1.482537 loss_mask_aux: 2.320960 loss_dice_aux: 2.649032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.523139 loss: 23.749240 eta: 3:27:29 batch_cost: 0.5673 data_cost: 0.0018 ips: 14.1013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:38:56] ppdet.engine.callbacks INFO: Epoch: [148] [240/264] learning_rate: 0.000100 loss_class: 1.843073 loss_bbox: 0.137391 loss_giou: 0.199859 loss_mask: 0.361548 loss_dice: 0.367781 loss_class_aux: 11.827423 loss_bbox_aux: 0.899457 loss_giou_aux: 1.281542 loss_mask_aux: 2.178174 loss_dice_aux: 2.251594 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.090220 eta: 3:27:19 batch_cost: 0.5828 data_cost: 0.0015 ips: 13.7279 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:39:02] ppdet.engine.callbacks INFO: Epoch: [148] [250/264] learning_rate: 0.000100 loss_class: 1.969146 loss_bbox: 0.166125 loss_giou: 0.208945 loss_mask: 0.497644 loss_dice: 0.423994 loss_class_aux: 12.855256 loss_bbox_aux: 1.107129 loss_giou_aux: 1.340019 loss_mask_aux: 2.970029 loss_dice_aux: 2.488442 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.753172 eta: 3:27:08 batch_cost: 0.5228 data_cost: 0.0016 ips: 15.3008 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:39:07] ppdet.engine.callbacks INFO: Epoch: [148] [260/264] learning_rate: 0.000100 loss_class: 1.832342 loss_bbox: 0.141530 loss_giou: 0.188009 loss_mask: 0.384512 loss_dice: 0.366570 loss_class_aux: 11.803931 loss_bbox_aux: 0.953422 loss_giou_aux: 1.232150 loss_mask_aux: 2.341114 loss_dice_aux: 2.204875 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.693994 eta: 3:26:57 batch_cost: 0.5441 data_cost: 0.0015 ips: 14.7043 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:09] ppdet.engine.callbacks INFO: Epoch: [149] [  0/264] learning_rate: 0.000100 loss_class: 1.804131 loss_bbox: 0.129516 loss_giou: 0.168414 loss_mask: 0.365239 loss_dice: 0.347991 loss_class_aux: 11.749310 loss_bbox_aux: 0.918539 loss_giou_aux: 1.124787 loss_mask_aux: 2.171504 loss_dice_aux: 2.175089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.534880 loss: 21.271360 eta: 3:26:57 batch_cost: 1.7192 data_cost: 1.1273 ips: 4.6533 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:21] ppdet.engine.callbacks INFO: Epoch: [149] [ 10/264] learning_rate: 0.000100 loss_class: 1.920582 loss_bbox: 0.153136 loss_giou: 0.193335 loss_mask: 0.324579 loss_dice: 0.350072 loss_class_aux: 11.965596 loss_bbox_aux: 1.002583 loss_giou_aux: 1.239174 loss_mask_aux: 2.151409 loss_dice_aux: 2.255732 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.643764 eta: 3:26:49 batch_cost: 1.1152 data_cost: 0.2046 ips: 7.1734 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:27] ppdet.engine.callbacks INFO: Epoch: [149] [ 20/264] learning_rate: 0.000100 loss_class: 2.024768 loss_bbox: 0.166977 loss_giou: 0.224729 loss_mask: 0.501674 loss_dice: 0.453955 loss_class_aux: 13.062106 loss_bbox_aux: 1.171516 loss_giou_aux: 1.435754 loss_mask_aux: 3.129866 loss_dice_aux: 2.834093 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.010084 eta: 3:26:38 batch_cost: 0.5946 data_cost: 0.0024 ips: 13.4553 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:35] ppdet.engine.callbacks INFO: Epoch: [149] [ 30/264] learning_rate: 0.000100 loss_class: 1.874575 loss_bbox: 0.154638 loss_giou: 0.175528 loss_mask: 0.339634 loss_dice: 0.389810 loss_class_aux: 11.864121 loss_bbox_aux: 1.032209 loss_giou_aux: 1.154536 loss_mask_aux: 2.058545 loss_dice_aux: 2.426427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.604103 eta: 3:26:29 batch_cost: 0.7137 data_cost: 0.0027 ips: 11.2089 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:41] ppdet.engine.callbacks INFO: Epoch: [149] [ 40/264] learning_rate: 0.000100 loss_class: 1.825589 loss_bbox: 0.118915 loss_giou: 0.186198 loss_mask: 0.322052 loss_dice: 0.352888 loss_class_aux: 11.770979 loss_bbox_aux: 0.826568 loss_giou_aux: 1.236642 loss_mask_aux: 1.908826 loss_dice_aux: 2.141285 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.570508 eta: 3:26:18 batch_cost: 0.5866 data_cost: 0.0020 ips: 13.6387 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:48] ppdet.engine.callbacks INFO: Epoch: [149] [ 50/264] learning_rate: 0.000100 loss_class: 1.950845 loss_bbox: 0.148042 loss_giou: 0.202730 loss_mask: 0.350580 loss_dice: 0.387569 loss_class_aux: 12.993536 loss_bbox_aux: 0.951569 loss_giou_aux: 1.314544 loss_mask_aux: 2.112990 loss_dice_aux: 2.321493 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.790458 eta: 3:26:08 batch_cost: 0.6219 data_cost: 0.0028 ips: 12.8637 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:40:54] ppdet.engine.callbacks INFO: Epoch: [149] [ 60/264] learning_rate: 0.000100 loss_class: 1.902257 loss_bbox: 0.146408 loss_giou: 0.211480 loss_mask: 0.385197 loss_dice: 0.376620 loss_class_aux: 11.893778 loss_bbox_aux: 0.975853 loss_giou_aux: 1.370836 loss_mask_aux: 2.273049 loss_dice_aux: 2.307360 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.915560 loss: 24.386401 eta: 3:25:58 batch_cost: 0.5975 data_cost: 0.0025 ips: 13.3894 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:00] ppdet.engine.callbacks INFO: Epoch: [149] [ 70/264] learning_rate: 0.000100 loss_class: 1.953037 loss_bbox: 0.139616 loss_giou: 0.179026 loss_mask: 0.427272 loss_dice: 0.348870 loss_class_aux: 12.508108 loss_bbox_aux: 0.992448 loss_giou_aux: 1.230208 loss_mask_aux: 2.558854 loss_dice_aux: 2.187554 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.100030 eta: 3:25:47 batch_cost: 0.6318 data_cost: 0.0023 ips: 12.6614 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:07] ppdet.engine.callbacks INFO: Epoch: [149] [ 80/264] learning_rate: 0.000100 loss_class: 1.839377 loss_bbox: 0.150338 loss_giou: 0.187956 loss_mask: 0.338157 loss_dice: 0.350225 loss_class_aux: 11.730938 loss_bbox_aux: 0.996379 loss_giou_aux: 1.279072 loss_mask_aux: 2.268184 loss_dice_aux: 2.196715 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.633933 eta: 3:25:37 batch_cost: 0.5969 data_cost: 0.0022 ips: 13.4036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:13] ppdet.engine.callbacks INFO: Epoch: [149] [ 90/264] learning_rate: 0.000100 loss_class: 1.904694 loss_bbox: 0.169246 loss_giou: 0.225632 loss_mask: 0.430500 loss_dice: 0.453549 loss_class_aux: 12.337602 loss_bbox_aux: 1.072274 loss_giou_aux: 1.441649 loss_mask_aux: 2.562634 loss_dice_aux: 2.712565 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.007164 eta: 3:25:27 batch_cost: 0.6196 data_cost: 0.0021 ips: 12.9108 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:20] ppdet.engine.callbacks INFO: Epoch: [149] [100/264] learning_rate: 0.000100 loss_class: 1.837303 loss_bbox: 0.131791 loss_giou: 0.212352 loss_mask: 0.400327 loss_dice: 0.430967 loss_class_aux: 11.823483 loss_bbox_aux: 0.921565 loss_giou_aux: 1.401851 loss_mask_aux: 2.397322 loss_dice_aux: 2.649668 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.670551 eta: 3:25:17 batch_cost: 0.6081 data_cost: 0.0023 ips: 13.1565 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:26] ppdet.engine.callbacks INFO: Epoch: [149] [110/264] learning_rate: 0.000100 loss_class: 1.735277 loss_bbox: 0.126401 loss_giou: 0.174039 loss_mask: 0.359364 loss_dice: 0.336898 loss_class_aux: 11.663192 loss_bbox_aux: 0.889807 loss_giou_aux: 1.174505 loss_mask_aux: 2.137847 loss_dice_aux: 2.053724 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.781956 loss: 21.048743 eta: 3:25:06 batch_cost: 0.6037 data_cost: 0.0021 ips: 13.2522 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:32] ppdet.engine.callbacks INFO: Epoch: [149] [120/264] learning_rate: 0.000100 loss_class: 1.941455 loss_bbox: 0.146254 loss_giou: 0.207546 loss_mask: 0.469162 loss_dice: 0.412873 loss_class_aux: 12.786070 loss_bbox_aux: 0.947845 loss_giou_aux: 1.334902 loss_mask_aux: 2.931842 loss_dice_aux: 2.445183 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.547809 eta: 3:24:56 batch_cost: 0.5732 data_cost: 0.0019 ips: 13.9570 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:38] ppdet.engine.callbacks INFO: Epoch: [149] [130/264] learning_rate: 0.000100 loss_class: 1.866654 loss_bbox: 0.145557 loss_giou: 0.217238 loss_mask: 0.334138 loss_dice: 0.389132 loss_class_aux: 12.006148 loss_bbox_aux: 0.929071 loss_giou_aux: 1.421309 loss_mask_aux: 2.043356 loss_dice_aux: 2.365706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.599709 loss: 22.959838 eta: 3:24:46 batch_cost: 0.5820 data_cost: 0.0020 ips: 13.7460 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:45] ppdet.engine.callbacks INFO: Epoch: [149] [140/264] learning_rate: 0.000100 loss_class: 1.795912 loss_bbox: 0.127598 loss_giou: 0.201391 loss_mask: 0.336153 loss_dice: 0.378129 loss_class_aux: 11.814285 loss_bbox_aux: 0.869192 loss_giou_aux: 1.270742 loss_mask_aux: 2.088492 loss_dice_aux: 2.325260 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.805312 eta: 3:24:35 batch_cost: 0.6141 data_cost: 0.0021 ips: 13.0265 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:51] ppdet.engine.callbacks INFO: Epoch: [149] [150/264] learning_rate: 0.000100 loss_class: 1.783377 loss_bbox: 0.146239 loss_giou: 0.194066 loss_mask: 0.360536 loss_dice: 0.383822 loss_class_aux: 11.404169 loss_bbox_aux: 0.978098 loss_giou_aux: 1.255192 loss_mask_aux: 2.195341 loss_dice_aux: 2.297485 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.200173 eta: 3:24:25 batch_cost: 0.6513 data_cost: 0.0018 ips: 12.2827 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:41:55] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:41:55] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:41:58] ppdet.engine.callbacks INFO: Epoch: [149] [160/264] learning_rate: 0.000100 loss_class: 1.743429 loss_bbox: 0.133027 loss_giou: 0.195873 loss_mask: 0.345264 loss_dice: 0.367964 loss_class_aux: 11.350811 loss_bbox_aux: 0.962899 loss_giou_aux: 1.264317 loss_mask_aux: 2.060550 loss_dice_aux: 2.209437 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.194873 loss: 21.772191 eta: 3:24:15 batch_cost: 0.6164 data_cost: 0.0022 ips: 12.9783 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:04] ppdet.engine.callbacks INFO: Epoch: [149] [170/264] learning_rate: 0.000100 loss_class: 1.967618 loss_bbox: 0.143998 loss_giou: 0.218904 loss_mask: 0.408533 loss_dice: 0.410159 loss_class_aux: 12.653096 loss_bbox_aux: 0.947728 loss_giou_aux: 1.416149 loss_mask_aux: 2.569205 loss_dice_aux: 2.511635 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.550607 loss: 24.083490 eta: 3:24:05 batch_cost: 0.5837 data_cost: 0.0020 ips: 13.7057 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:10] ppdet.engine.callbacks INFO: Epoch: [149] [180/264] learning_rate: 0.000100 loss_class: 1.827467 loss_bbox: 0.193919 loss_giou: 0.200814 loss_mask: 0.617593 loss_dice: 0.447425 loss_class_aux: 11.911086 loss_bbox_aux: 1.298113 loss_giou_aux: 1.291116 loss_mask_aux: 3.529326 loss_dice_aux: 2.631962 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.887318 loss: 23.914755 eta: 3:23:54 batch_cost: 0.5636 data_cost: 0.0020 ips: 14.1937 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:16] ppdet.engine.callbacks INFO: Epoch: [149] [190/264] learning_rate: 0.000100 loss_class: 1.697122 loss_bbox: 0.139223 loss_giou: 0.202688 loss_mask: 0.350400 loss_dice: 0.381720 loss_class_aux: 10.762367 loss_bbox_aux: 0.937708 loss_giou_aux: 1.295435 loss_mask_aux: 2.177694 loss_dice_aux: 2.399840 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.616804 eta: 3:23:44 batch_cost: 0.5980 data_cost: 0.0025 ips: 13.3782 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:23] ppdet.engine.callbacks INFO: Epoch: [149] [200/264] learning_rate: 0.000100 loss_class: 2.002979 loss_bbox: 0.158657 loss_giou: 0.200753 loss_mask: 0.443207 loss_dice: 0.422586 loss_class_aux: 12.063113 loss_bbox_aux: 1.040889 loss_giou_aux: 1.302140 loss_mask_aux: 2.757215 loss_dice_aux: 2.577379 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.800422 loss: 26.156363 eta: 3:23:34 batch_cost: 0.6422 data_cost: 0.0029 ips: 12.4578 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:29] ppdet.engine.callbacks INFO: Epoch: [149] [210/264] learning_rate: 0.000100 loss_class: 1.822212 loss_bbox: 0.116367 loss_giou: 0.190921 loss_mask: 0.287731 loss_dice: 0.350590 loss_class_aux: 11.611106 loss_bbox_aux: 0.821094 loss_giou_aux: 1.266865 loss_mask_aux: 1.852353 loss_dice_aux: 2.254354 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.364562 eta: 3:23:23 batch_cost: 0.5851 data_cost: 0.0022 ips: 13.6724 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:35] ppdet.engine.callbacks INFO: Epoch: [149] [220/264] learning_rate: 0.000100 loss_class: 1.994816 loss_bbox: 0.146009 loss_giou: 0.209963 loss_mask: 0.328598 loss_dice: 0.430723 loss_class_aux: 12.421710 loss_bbox_aux: 0.979992 loss_giou_aux: 1.339733 loss_mask_aux: 2.084051 loss_dice_aux: 2.627842 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.326427 eta: 3:23:13 batch_cost: 0.5742 data_cost: 0.0020 ips: 13.9315 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:41] ppdet.engine.callbacks INFO: Epoch: [149] [230/264] learning_rate: 0.000100 loss_class: 2.102246 loss_bbox: 0.165291 loss_giou: 0.194631 loss_mask: 0.372644 loss_dice: 0.396753 loss_class_aux: 14.152954 loss_bbox_aux: 1.029941 loss_giou_aux: 1.230292 loss_mask_aux: 2.286161 loss_dice_aux: 2.378392 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.011258 eta: 3:23:03 batch_cost: 0.5471 data_cost: 0.0019 ips: 14.6237 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:47] ppdet.engine.callbacks INFO: Epoch: [149] [240/264] learning_rate: 0.000100 loss_class: 2.102738 loss_bbox: 0.164046 loss_giou: 0.235821 loss_mask: 0.457270 loss_dice: 0.439332 loss_class_aux: 13.154284 loss_bbox_aux: 1.081093 loss_giou_aux: 1.503520 loss_mask_aux: 2.761202 loss_dice_aux: 2.674280 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.896288 eta: 3:22:52 batch_cost: 0.5914 data_cost: 0.0017 ips: 13.5272 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:53] ppdet.engine.callbacks INFO: Epoch: [149] [250/264] learning_rate: 0.000100 loss_class: 1.966941 loss_bbox: 0.127146 loss_giou: 0.217959 loss_mask: 0.368208 loss_dice: 0.420418 loss_class_aux: 12.385104 loss_bbox_aux: 0.861411 loss_giou_aux: 1.469411 loss_mask_aux: 2.208533 loss_dice_aux: 2.560089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.530178 loss: 24.498367 eta: 3:22:42 batch_cost: 0.5589 data_cost: 0.0016 ips: 14.3147 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:42:58] ppdet.engine.callbacks INFO: Epoch: [149] [260/264] learning_rate: 0.000100 loss_class: 2.156000 loss_bbox: 0.150159 loss_giou: 0.207910 loss_mask: 0.440173 loss_dice: 0.414735 loss_class_aux: 13.356079 loss_bbox_aux: 1.002164 loss_giou_aux: 1.336745 loss_mask_aux: 2.536344 loss_dice_aux: 2.543051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.892387 loss: 26.378694 eta: 3:22:31 batch_cost: 0.5248 data_cost: 0.0016 ips: 15.2443 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:43:49] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/149
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:43:54] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/149/inference/inference.yml
[05/14 06:43:54] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 06:43:55] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/149/inference
[05/14 06:43:59] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 06:44:07] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 06:44:14] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 06:44:17] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:44:17] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.66s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.512
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.708
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.610
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.512
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.398
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.731
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.763
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
[05/14 06:44:19] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 12.37679612702369
[05/14 06:44:19] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 06:44:19] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/149
[05/14 06:44:19] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 06:44:19] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 06:44:24] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 06:44:30] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 06:44:30] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 06:44:30] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 06:44:44] ppdet.engine.callbacks INFO: Epoch: [150] [  0/264] learning_rate: 0.000100 loss_class: 2.173327 loss_bbox: 0.157069 loss_giou: 0.204756 loss_mask: 0.440997 loss_dice: 0.397163 loss_class_aux: 13.651008 loss_bbox_aux: 0.990287 loss_giou_aux: 1.332560 loss_mask_aux: 2.659414 loss_dice_aux: 2.428837 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.474147 loss: 26.680099 eta: 3:22:31 batch_cost: 1.6481 data_cost: 1.0672 ips: 4.8541 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:44:59] ppdet.engine.callbacks INFO: Epoch: [150] [ 10/264] learning_rate: 0.000100 loss_class: 1.924888 loss_bbox: 0.174502 loss_giou: 0.209174 loss_mask: 0.436262 loss_dice: 0.425918 loss_class_aux: 12.272597 loss_bbox_aux: 1.189312 loss_giou_aux: 1.342658 loss_mask_aux: 2.622884 loss_dice_aux: 2.611315 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.150776 eta: 3:22:23 batch_cost: 1.3873 data_cost: 0.6957 ips: 5.7664 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:05] ppdet.engine.callbacks INFO: Epoch: [150] [ 20/264] learning_rate: 0.000100 loss_class: 1.808020 loss_bbox: 0.137422 loss_giou: 0.188677 loss_mask: 0.393558 loss_dice: 0.360266 loss_class_aux: 11.414042 loss_bbox_aux: 0.930268 loss_giou_aux: 1.212977 loss_mask_aux: 2.400106 loss_dice_aux: 2.136581 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.140439 eta: 3:22:13 batch_cost: 0.5732 data_cost: 0.0022 ips: 13.9559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:11] ppdet.engine.callbacks INFO: Epoch: [150] [ 30/264] learning_rate: 0.000100 loss_class: 1.886417 loss_bbox: 0.172407 loss_giou: 0.197475 loss_mask: 0.465756 loss_dice: 0.420667 loss_class_aux: 11.774671 loss_bbox_aux: 1.104530 loss_giou_aux: 1.276790 loss_mask_aux: 2.745076 loss_dice_aux: 2.526332 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.429885 eta: 3:22:03 batch_cost: 0.6206 data_cost: 0.0025 ips: 12.8915 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:18] ppdet.engine.callbacks INFO: Epoch: [150] [ 40/264] learning_rate: 0.000100 loss_class: 1.911221 loss_bbox: 0.126215 loss_giou: 0.195543 loss_mask: 0.349154 loss_dice: 0.368448 loss_class_aux: 12.293878 loss_bbox_aux: 0.886922 loss_giou_aux: 1.267483 loss_mask_aux: 2.128876 loss_dice_aux: 2.215361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.721879 eta: 3:21:52 batch_cost: 0.6032 data_cost: 0.0027 ips: 13.2618 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:24] ppdet.engine.callbacks INFO: Epoch: [150] [ 50/264] learning_rate: 0.000100 loss_class: 1.929226 loss_bbox: 0.143221 loss_giou: 0.203068 loss_mask: 0.381734 loss_dice: 0.405643 loss_class_aux: 12.303494 loss_bbox_aux: 0.984128 loss_giou_aux: 1.317102 loss_mask_aux: 2.390061 loss_dice_aux: 2.460173 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.252912 eta: 3:21:42 batch_cost: 0.6093 data_cost: 0.0024 ips: 13.1297 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:31] ppdet.engine.callbacks INFO: Epoch: [150] [ 60/264] learning_rate: 0.000100 loss_class: 1.872439 loss_bbox: 0.131020 loss_giou: 0.201186 loss_mask: 0.347663 loss_dice: 0.403129 loss_class_aux: 12.082829 loss_bbox_aux: 0.901413 loss_giou_aux: 1.335926 loss_mask_aux: 2.164926 loss_dice_aux: 2.386508 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.561323 loss: 23.356128 eta: 3:21:32 batch_cost: 0.6448 data_cost: 0.0024 ips: 12.4065 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:37] ppdet.engine.callbacks INFO: Epoch: [150] [ 70/264] learning_rate: 0.000100 loss_class: 1.885248 loss_bbox: 0.161439 loss_giou: 0.213909 loss_mask: 0.429473 loss_dice: 0.408434 loss_class_aux: 12.467063 loss_bbox_aux: 1.111595 loss_giou_aux: 1.395216 loss_mask_aux: 2.613529 loss_dice_aux: 2.504875 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.149304 eta: 3:21:22 batch_cost: 0.5418 data_cost: 0.0021 ips: 14.7647 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:43] ppdet.engine.callbacks INFO: Epoch: [150] [ 80/264] learning_rate: 0.000100 loss_class: 1.794499 loss_bbox: 0.139065 loss_giou: 0.183676 loss_mask: 0.365360 loss_dice: 0.368893 loss_class_aux: 11.471089 loss_bbox_aux: 0.945410 loss_giou_aux: 1.171473 loss_mask_aux: 2.191440 loss_dice_aux: 2.254355 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.248135 eta: 3:21:11 batch_cost: 0.6034 data_cost: 0.0024 ips: 13.2576 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:44] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:45:44] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:45:50] ppdet.engine.callbacks INFO: Epoch: [150] [ 90/264] learning_rate: 0.000100 loss_class: 1.740706 loss_bbox: 0.137697 loss_giou: 0.190481 loss_mask: 0.376554 loss_dice: 0.376890 loss_class_aux: 11.191175 loss_bbox_aux: 0.920693 loss_giou_aux: 1.249756 loss_mask_aux: 2.394433 loss_dice_aux: 2.327797 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.807366 eta: 3:21:01 batch_cost: 0.6631 data_cost: 0.0021 ips: 12.0640 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:45:57] ppdet.engine.callbacks INFO: Epoch: [150] [100/264] learning_rate: 0.000100 loss_class: 1.876226 loss_bbox: 0.136953 loss_giou: 0.176416 loss_mask: 0.389011 loss_dice: 0.360002 loss_class_aux: 12.164775 loss_bbox_aux: 0.926762 loss_giou_aux: 1.175515 loss_mask_aux: 2.369033 loss_dice_aux: 2.213786 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.436274 loss: 22.951625 eta: 3:20:51 batch_cost: 0.6628 data_cost: 0.0024 ips: 12.0705 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:03] ppdet.engine.callbacks INFO: Epoch: [150] [110/264] learning_rate: 0.000100 loss_class: 1.787436 loss_bbox: 0.140091 loss_giou: 0.199320 loss_mask: 0.348244 loss_dice: 0.374161 loss_class_aux: 11.642282 loss_bbox_aux: 0.928828 loss_giou_aux: 1.270686 loss_mask_aux: 2.256967 loss_dice_aux: 2.276078 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.571612 loss: 23.139691 eta: 3:20:41 batch_cost: 0.6075 data_cost: 0.0023 ips: 13.1683 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:09] ppdet.engine.callbacks INFO: Epoch: [150] [120/264] learning_rate: 0.000100 loss_class: 1.871214 loss_bbox: 0.147292 loss_giou: 0.222916 loss_mask: 0.374424 loss_dice: 0.400887 loss_class_aux: 11.955317 loss_bbox_aux: 0.987350 loss_giou_aux: 1.419820 loss_mask_aux: 2.338633 loss_dice_aux: 2.429914 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.822000 eta: 3:20:31 batch_cost: 0.5861 data_cost: 0.0021 ips: 13.6488 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:15] ppdet.engine.callbacks INFO: Epoch: [150] [130/264] learning_rate: 0.000100 loss_class: 2.017017 loss_bbox: 0.168668 loss_giou: 0.251689 loss_mask: 0.466199 loss_dice: 0.485527 loss_class_aux: 13.457860 loss_bbox_aux: 1.150609 loss_giou_aux: 1.651130 loss_mask_aux: 3.055783 loss_dice_aux: 2.946624 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.038583 loss: 26.699227 eta: 3:20:20 batch_cost: 0.5856 data_cost: 0.0021 ips: 13.6612 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:22] ppdet.engine.callbacks INFO: Epoch: [150] [140/264] learning_rate: 0.000100 loss_class: 1.843114 loss_bbox: 0.147172 loss_giou: 0.211241 loss_mask: 0.389372 loss_dice: 0.421691 loss_class_aux: 11.828917 loss_bbox_aux: 0.978579 loss_giou_aux: 1.338527 loss_mask_aux: 2.342825 loss_dice_aux: 2.507015 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.121852 eta: 3:20:10 batch_cost: 0.6470 data_cost: 0.0029 ips: 12.3642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:29] ppdet.engine.callbacks INFO: Epoch: [150] [150/264] learning_rate: 0.000100 loss_class: 1.995714 loss_bbox: 0.127405 loss_giou: 0.222795 loss_mask: 0.305519 loss_dice: 0.393873 loss_class_aux: 12.887746 loss_bbox_aux: 0.868793 loss_giou_aux: 1.409749 loss_mask_aux: 1.901343 loss_dice_aux: 2.412395 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.381240 eta: 3:20:00 batch_cost: 0.6271 data_cost: 0.0024 ips: 12.7572 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:35] ppdet.engine.callbacks INFO: Epoch: [150] [160/264] learning_rate: 0.000100 loss_class: 2.198408 loss_bbox: 0.162930 loss_giou: 0.230057 loss_mask: 0.409492 loss_dice: 0.445684 loss_class_aux: 13.946546 loss_bbox_aux: 1.015177 loss_giou_aux: 1.478107 loss_mask_aux: 2.404696 loss_dice_aux: 2.711281 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.394938 eta: 3:19:50 batch_cost: 0.5795 data_cost: 0.0026 ips: 13.8059 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:41] ppdet.engine.callbacks INFO: Epoch: [150] [170/264] learning_rate: 0.000100 loss_class: 2.142147 loss_bbox: 0.143702 loss_giou: 0.203233 loss_mask: 0.417602 loss_dice: 0.455507 loss_class_aux: 13.632082 loss_bbox_aux: 0.978158 loss_giou_aux: 1.292912 loss_mask_aux: 2.793571 loss_dice_aux: 2.715024 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.105578 loss: 25.979925 eta: 3:19:40 batch_cost: 0.6211 data_cost: 0.0022 ips: 12.8794 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:48] ppdet.engine.callbacks INFO: Epoch: [150] [180/264] learning_rate: 0.000100 loss_class: 1.932043 loss_bbox: 0.149562 loss_giou: 0.202384 loss_mask: 0.434170 loss_dice: 0.442200 loss_class_aux: 12.325178 loss_bbox_aux: 1.031596 loss_giou_aux: 1.328891 loss_mask_aux: 2.639515 loss_dice_aux: 2.588431 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.872842 eta: 3:19:29 batch_cost: 0.5850 data_cost: 0.0021 ips: 13.6749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:46:54] ppdet.engine.callbacks INFO: Epoch: [150] [190/264] learning_rate: 0.000100 loss_class: 1.787221 loss_bbox: 0.146768 loss_giou: 0.182292 loss_mask: 0.356502 loss_dice: 0.381456 loss_class_aux: 11.679508 loss_bbox_aux: 0.955177 loss_giou_aux: 1.162924 loss_mask_aux: 2.136791 loss_dice_aux: 2.278213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.546189 eta: 3:19:19 batch_cost: 0.6092 data_cost: 0.0024 ips: 13.1325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:00] ppdet.engine.callbacks INFO: Epoch: [150] [200/264] learning_rate: 0.000100 loss_class: 2.001949 loss_bbox: 0.151964 loss_giou: 0.214968 loss_mask: 0.410088 loss_dice: 0.402432 loss_class_aux: 12.409197 loss_bbox_aux: 0.982256 loss_giou_aux: 1.395618 loss_mask_aux: 2.408341 loss_dice_aux: 2.509529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.467541 eta: 3:19:09 batch_cost: 0.5602 data_cost: 0.0022 ips: 14.2816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:07] ppdet.engine.callbacks INFO: Epoch: [150] [210/264] learning_rate: 0.000100 loss_class: 1.878186 loss_bbox: 0.145898 loss_giou: 0.201824 loss_mask: 0.369505 loss_dice: 0.376933 loss_class_aux: 12.991866 loss_bbox_aux: 0.977765 loss_giou_aux: 1.274399 loss_mask_aux: 2.236337 loss_dice_aux: 2.283439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.521914 eta: 3:18:59 batch_cost: 0.6594 data_cost: 0.0025 ips: 12.1325 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:13] ppdet.engine.callbacks INFO: Epoch: [150] [220/264] learning_rate: 0.000100 loss_class: 1.771141 loss_bbox: 0.145964 loss_giou: 0.186274 loss_mask: 0.389608 loss_dice: 0.399570 loss_class_aux: 11.765241 loss_bbox_aux: 1.003868 loss_giou_aux: 1.234803 loss_mask_aux: 2.611557 loss_dice_aux: 2.377238 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.477407 eta: 3:18:49 batch_cost: 0.5970 data_cost: 0.0022 ips: 13.4012 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:19] ppdet.engine.callbacks INFO: Epoch: [150] [230/264] learning_rate: 0.000100 loss_class: 2.151978 loss_bbox: 0.173462 loss_giou: 0.213467 loss_mask: 0.445134 loss_dice: 0.427467 loss_class_aux: 13.653112 loss_bbox_aux: 1.130693 loss_giou_aux: 1.402679 loss_mask_aux: 2.751606 loss_dice_aux: 2.593502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.797298 eta: 3:18:38 batch_cost: 0.5668 data_cost: 0.0019 ips: 14.1148 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:25] ppdet.engine.callbacks INFO: Epoch: [150] [240/264] learning_rate: 0.000100 loss_class: 1.803015 loss_bbox: 0.147625 loss_giou: 0.194219 loss_mask: 0.398716 loss_dice: 0.391370 loss_class_aux: 11.593600 loss_bbox_aux: 0.999912 loss_giou_aux: 1.218403 loss_mask_aux: 2.406233 loss_dice_aux: 2.299361 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.811640 loss: 22.559750 eta: 3:18:28 batch_cost: 0.5613 data_cost: 0.0015 ips: 14.2538 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:31] ppdet.engine.callbacks INFO: Epoch: [150] [250/264] learning_rate: 0.000100 loss_class: 1.765466 loss_bbox: 0.119540 loss_giou: 0.184832 loss_mask: 0.329201 loss_dice: 0.356585 loss_class_aux: 11.540168 loss_bbox_aux: 0.814820 loss_giou_aux: 1.181121 loss_mask_aux: 2.186523 loss_dice_aux: 2.194131 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.777940 loss: 22.505946 eta: 3:18:18 batch_cost: 0.5873 data_cost: 0.0015 ips: 13.6206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:47:37] ppdet.engine.callbacks INFO: Epoch: [150] [260/264] learning_rate: 0.000100 loss_class: 1.857697 loss_bbox: 0.137606 loss_giou: 0.174930 loss_mask: 0.365897 loss_dice: 0.359317 loss_class_aux: 12.178953 loss_bbox_aux: 0.944120 loss_giou_aux: 1.148917 loss_mask_aux: 2.215487 loss_dice_aux: 2.210310 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.954057 eta: 3:18:07 batch_cost: 0.6079 data_cost: 0.0016 ips: 13.1590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:48:40] ppdet.engine.callbacks INFO: Epoch: [151] [  0/264] learning_rate: 0.000100 loss_class: 1.857697 loss_bbox: 0.143916 loss_giou: 0.180971 loss_mask: 0.453330 loss_dice: 0.389567 loss_class_aux: 12.178953 loss_bbox_aux: 1.047889 loss_giou_aux: 1.204241 loss_mask_aux: 2.750535 loss_dice_aux: 2.379871 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.749281 eta: 3:18:07 batch_cost: 1.7711 data_cost: 1.0958 ips: 4.5169 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:48:51] ppdet.engine.callbacks INFO: Epoch: [151] [ 10/264] learning_rate: 0.000100 loss_class: 2.155118 loss_bbox: 0.175497 loss_giou: 0.230788 loss_mask: 0.572039 loss_dice: 0.460530 loss_class_aux: 13.360858 loss_bbox_aux: 1.161947 loss_giou_aux: 1.478215 loss_mask_aux: 3.348530 loss_dice_aux: 2.807464 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.540390 loss: 26.731698 eta: 3:17:58 batch_cost: 1.1031 data_cost: 0.2229 ips: 7.2521 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:48:55] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:48:55] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:48:58] ppdet.engine.callbacks INFO: Epoch: [151] [ 20/264] learning_rate: 0.000100 loss_class: 1.853778 loss_bbox: 0.155050 loss_giou: 0.198394 loss_mask: 0.427073 loss_dice: 0.386989 loss_class_aux: 12.196910 loss_bbox_aux: 1.044543 loss_giou_aux: 1.272823 loss_mask_aux: 2.603904 loss_dice_aux: 2.395608 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.516743 eta: 3:17:48 batch_cost: 0.6386 data_cost: 0.0027 ips: 12.5282 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:04] ppdet.engine.callbacks INFO: Epoch: [151] [ 30/264] learning_rate: 0.000100 loss_class: 1.870650 loss_bbox: 0.150863 loss_giou: 0.222206 loss_mask: 0.363163 loss_dice: 0.408546 loss_class_aux: 12.073134 loss_bbox_aux: 0.985219 loss_giou_aux: 1.412987 loss_mask_aux: 2.056160 loss_dice_aux: 2.475949 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.574666 eta: 3:17:38 batch_cost: 0.6226 data_cost: 0.0030 ips: 12.8501 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:11] ppdet.engine.callbacks INFO: Epoch: [151] [ 40/264] learning_rate: 0.000100 loss_class: 1.931870 loss_bbox: 0.157581 loss_giou: 0.198503 loss_mask: 0.454733 loss_dice: 0.420719 loss_class_aux: 12.308453 loss_bbox_aux: 1.013845 loss_giou_aux: 1.261280 loss_mask_aux: 2.704374 loss_dice_aux: 2.472363 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.493184 loss: 23.882848 eta: 3:17:28 batch_cost: 0.5776 data_cost: 0.0026 ips: 13.8498 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:17] ppdet.engine.callbacks INFO: Epoch: [151] [ 50/264] learning_rate: 0.000100 loss_class: 1.946317 loss_bbox: 0.192290 loss_giou: 0.231830 loss_mask: 0.493226 loss_dice: 0.457608 loss_class_aux: 12.629810 loss_bbox_aux: 1.326113 loss_giou_aux: 1.460049 loss_mask_aux: 3.103434 loss_dice_aux: 2.823523 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.799248 eta: 3:17:18 batch_cost: 0.5899 data_cost: 0.0023 ips: 13.5625 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:23] ppdet.engine.callbacks INFO: Epoch: [151] [ 60/264] learning_rate: 0.000100 loss_class: 1.893955 loss_bbox: 0.140362 loss_giou: 0.201443 loss_mask: 0.371929 loss_dice: 0.405515 loss_class_aux: 12.031432 loss_bbox_aux: 1.005204 loss_giou_aux: 1.281417 loss_mask_aux: 2.364987 loss_dice_aux: 2.446084 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.604968 eta: 3:17:07 batch_cost: 0.6048 data_cost: 0.0020 ips: 13.2277 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:29] ppdet.engine.callbacks INFO: Epoch: [151] [ 70/264] learning_rate: 0.000100 loss_class: 1.995303 loss_bbox: 0.151714 loss_giou: 0.229890 loss_mask: 0.363765 loss_dice: 0.395784 loss_class_aux: 12.755452 loss_bbox_aux: 1.022788 loss_giou_aux: 1.488024 loss_mask_aux: 2.258289 loss_dice_aux: 2.474953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.662450 loss: 24.475857 eta: 3:16:57 batch_cost: 0.5859 data_cost: 0.0020 ips: 13.6549 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:35] ppdet.engine.callbacks INFO: Epoch: [151] [ 80/264] learning_rate: 0.000100 loss_class: 2.099597 loss_bbox: 0.166503 loss_giou: 0.205921 loss_mask: 0.427293 loss_dice: 0.409077 loss_class_aux: 13.548041 loss_bbox_aux: 1.135500 loss_giou_aux: 1.309225 loss_mask_aux: 2.713240 loss_dice_aux: 2.543649 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.850646 eta: 3:16:47 batch_cost: 0.5651 data_cost: 0.0021 ips: 14.1559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:41] ppdet.engine.callbacks INFO: Epoch: [151] [ 90/264] learning_rate: 0.000100 loss_class: 1.928034 loss_bbox: 0.161915 loss_giou: 0.218436 loss_mask: 0.420251 loss_dice: 0.429269 loss_class_aux: 12.418291 loss_bbox_aux: 1.091972 loss_giou_aux: 1.399729 loss_mask_aux: 2.560829 loss_dice_aux: 2.634659 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.592726 eta: 3:16:37 batch_cost: 0.6048 data_cost: 0.0023 ips: 13.2274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:47] ppdet.engine.callbacks INFO: Epoch: [151] [100/264] learning_rate: 0.000100 loss_class: 2.384206 loss_bbox: 0.152115 loss_giou: 0.194293 loss_mask: 0.456602 loss_dice: 0.430999 loss_class_aux: 15.156413 loss_bbox_aux: 1.033521 loss_giou_aux: 1.233884 loss_mask_aux: 2.679505 loss_dice_aux: 2.680546 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.617530 loss: 27.973443 eta: 3:16:26 batch_cost: 0.5772 data_cost: 0.0022 ips: 13.8611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:49:54] ppdet.engine.callbacks INFO: Epoch: [151] [110/264] learning_rate: 0.000100 loss_class: 1.787563 loss_bbox: 0.132493 loss_giou: 0.185770 loss_mask: 0.341655 loss_dice: 0.367104 loss_class_aux: 11.029183 loss_bbox_aux: 0.897212 loss_giou_aux: 1.220753 loss_mask_aux: 2.112230 loss_dice_aux: 2.265052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.339605 eta: 3:16:16 batch_cost: 0.5941 data_cost: 0.0020 ips: 13.4659 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:00] ppdet.engine.callbacks INFO: Epoch: [151] [120/264] learning_rate: 0.000100 loss_class: 2.036994 loss_bbox: 0.140407 loss_giou: 0.196472 loss_mask: 0.413445 loss_dice: 0.377849 loss_class_aux: 12.906093 loss_bbox_aux: 0.967276 loss_giou_aux: 1.280582 loss_mask_aux: 2.457339 loss_dice_aux: 2.348695 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.044315 loss: 23.866116 eta: 3:16:06 batch_cost: 0.6144 data_cost: 0.0022 ips: 13.0206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:07] ppdet.engine.callbacks INFO: Epoch: [151] [130/264] learning_rate: 0.000100 loss_class: 2.121391 loss_bbox: 0.164573 loss_giou: 0.217431 loss_mask: 0.427241 loss_dice: 0.385298 loss_class_aux: 13.403188 loss_bbox_aux: 1.178121 loss_giou_aux: 1.381029 loss_mask_aux: 2.829380 loss_dice_aux: 2.455960 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.244589 eta: 3:15:56 batch_cost: 0.6042 data_cost: 0.0022 ips: 13.2396 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:13] ppdet.engine.callbacks INFO: Epoch: [151] [140/264] learning_rate: 0.000100 loss_class: 1.785134 loss_bbox: 0.133964 loss_giou: 0.191806 loss_mask: 0.394791 loss_dice: 0.409921 loss_class_aux: 11.492712 loss_bbox_aux: 0.928304 loss_giou_aux: 1.231184 loss_mask_aux: 2.309234 loss_dice_aux: 2.439070 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.981819 eta: 3:15:46 batch_cost: 0.5890 data_cost: 0.0021 ips: 13.5816 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:19] ppdet.engine.callbacks INFO: Epoch: [151] [150/264] learning_rate: 0.000100 loss_class: 1.910411 loss_bbox: 0.174187 loss_giou: 0.215344 loss_mask: 0.475400 loss_dice: 0.423544 loss_class_aux: 12.303080 loss_bbox_aux: 1.136912 loss_giou_aux: 1.362787 loss_mask_aux: 2.901074 loss_dice_aux: 2.587629 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.857435 loss: 24.714377 eta: 3:15:35 batch_cost: 0.6371 data_cost: 0.0026 ips: 12.5563 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:26] ppdet.engine.callbacks INFO: Epoch: [151] [160/264] learning_rate: 0.000100 loss_class: 2.000817 loss_bbox: 0.163936 loss_giou: 0.208175 loss_mask: 0.419140 loss_dice: 0.440362 loss_class_aux: 12.893302 loss_bbox_aux: 1.071013 loss_giou_aux: 1.326154 loss_mask_aux: 2.559275 loss_dice_aux: 2.624727 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.540465 loss: 25.115841 eta: 3:15:25 batch_cost: 0.6103 data_cost: 0.0026 ips: 13.1074 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:32] ppdet.engine.callbacks INFO: Epoch: [151] [170/264] learning_rate: 0.000100 loss_class: 1.894288 loss_bbox: 0.113733 loss_giou: 0.184824 loss_mask: 0.332520 loss_dice: 0.356572 loss_class_aux: 12.339309 loss_bbox_aux: 0.773777 loss_giou_aux: 1.249231 loss_mask_aux: 2.033519 loss_dice_aux: 2.232049 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.726922 loss: 23.081772 eta: 3:15:15 batch_cost: 0.5702 data_cost: 0.0031 ips: 14.0297 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:38] ppdet.engine.callbacks INFO: Epoch: [151] [180/264] learning_rate: 0.000100 loss_class: 2.021014 loss_bbox: 0.163996 loss_giou: 0.205830 loss_mask: 0.455981 loss_dice: 0.405969 loss_class_aux: 12.622983 loss_bbox_aux: 1.090766 loss_giou_aux: 1.325889 loss_mask_aux: 2.766843 loss_dice_aux: 2.479482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.182967 eta: 3:15:05 batch_cost: 0.5579 data_cost: 0.0027 ips: 14.3403 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:44] ppdet.engine.callbacks INFO: Epoch: [151] [190/264] learning_rate: 0.000100 loss_class: 1.916550 loss_bbox: 0.143730 loss_giou: 0.197108 loss_mask: 0.360608 loss_dice: 0.405804 loss_class_aux: 12.018546 loss_bbox_aux: 0.964344 loss_giou_aux: 1.243584 loss_mask_aux: 2.296474 loss_dice_aux: 2.425154 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.472949 loss: 22.916115 eta: 3:14:55 batch_cost: 0.6274 data_cost: 0.0021 ips: 12.7516 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:51] ppdet.engine.callbacks INFO: Epoch: [151] [200/264] learning_rate: 0.000100 loss_class: 1.877995 loss_bbox: 0.160206 loss_giou: 0.181071 loss_mask: 0.450562 loss_dice: 0.411618 loss_class_aux: 12.638707 loss_bbox_aux: 1.060994 loss_giou_aux: 1.203911 loss_mask_aux: 2.779923 loss_dice_aux: 2.485276 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.879915 eta: 3:14:45 batch_cost: 0.6200 data_cost: 0.0025 ips: 12.9032 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:50:57] ppdet.engine.callbacks INFO: Epoch: [151] [210/264] learning_rate: 0.000100 loss_class: 2.072416 loss_bbox: 0.148704 loss_giou: 0.218555 loss_mask: 0.410181 loss_dice: 0.417150 loss_class_aux: 12.627503 loss_bbox_aux: 0.973068 loss_giou_aux: 1.378365 loss_mask_aux: 2.431777 loss_dice_aux: 2.550591 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.357024 loss: 25.779715 eta: 3:14:34 batch_cost: 0.5615 data_cost: 0.0020 ips: 14.2479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:51:03] ppdet.engine.callbacks INFO: Epoch: [151] [220/264] learning_rate: 0.000100 loss_class: 2.049001 loss_bbox: 0.171222 loss_giou: 0.192375 loss_mask: 0.440503 loss_dice: 0.408867 loss_class_aux: 12.678900 loss_bbox_aux: 1.209661 loss_giou_aux: 1.291729 loss_mask_aux: 2.759623 loss_dice_aux: 2.519829 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.663447 loss: 25.272783 eta: 3:14:24 batch_cost: 0.6314 data_cost: 0.0019 ips: 12.6697 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:51:09] ppdet.engine.callbacks INFO: Epoch: [151] [230/264] learning_rate: 0.000100 loss_class: 1.956284 loss_bbox: 0.141321 loss_giou: 0.205897 loss_mask: 0.379370 loss_dice: 0.405187 loss_class_aux: 12.029795 loss_bbox_aux: 0.903112 loss_giou_aux: 1.313894 loss_mask_aux: 2.302579 loss_dice_aux: 2.463898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.905166 loss: 23.366889 eta: 3:14:14 batch_cost: 0.5633 data_cost: 0.0016 ips: 14.2019 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:51:15] ppdet.engine.callbacks INFO: Epoch: [151] [240/264] learning_rate: 0.000100 loss_class: 1.719216 loss_bbox: 0.142749 loss_giou: 0.195864 loss_mask: 0.413563 loss_dice: 0.394576 loss_class_aux: 11.296434 loss_bbox_aux: 0.943205 loss_giou_aux: 1.309330 loss_mask_aux: 2.525715 loss_dice_aux: 2.371523 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.653684 eta: 3:14:04 batch_cost: 0.5733 data_cost: 0.0015 ips: 13.9543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:51:21] ppdet.engine.callbacks INFO: Epoch: [151] [250/264] learning_rate: 0.000100 loss_class: 1.890577 loss_bbox: 0.175880 loss_giou: 0.209981 loss_mask: 0.465762 loss_dice: 0.419418 loss_class_aux: 11.703821 loss_bbox_aux: 1.106723 loss_giou_aux: 1.310420 loss_mask_aux: 2.714666 loss_dice_aux: 2.476655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.687585 loss: 23.628329 eta: 3:13:53 batch_cost: 0.5545 data_cost: 0.0015 ips: 14.4278 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:51:27] ppdet.engine.callbacks INFO: Epoch: [151] [260/264] learning_rate: 0.000100 loss_class: 2.039116 loss_bbox: 0.160553 loss_giou: 0.219827 loss_mask: 0.444073 loss_dice: 0.470151 loss_class_aux: 12.401518 loss_bbox_aux: 1.029525 loss_giou_aux: 1.408292 loss_mask_aux: 2.618447 loss_dice_aux: 2.733495 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.075943 loss: 25.083179 eta: 3:13:43 batch_cost: 0.5992 data_cost: 0.0015 ips: 13.3510 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:52:32] ppdet.engine.callbacks INFO: Epoch: [152] [  0/264] learning_rate: 0.000100 loss_class: 2.039116 loss_bbox: 0.142575 loss_giou: 0.215011 loss_mask: 0.394653 loss_dice: 0.442011 loss_class_aux: 12.538416 loss_bbox_aux: 0.946666 loss_giou_aux: 1.400309 loss_mask_aux: 2.399834 loss_dice_aux: 2.581321 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.150947 eta: 3:13:43 batch_cost: 1.9658 data_cost: 1.3557 ips: 4.0696 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:52:41] ppdet.engine.callbacks INFO: Epoch: [152] [ 10/264] learning_rate: 0.000100 loss_class: 1.852091 loss_bbox: 0.158472 loss_giou: 0.217032 loss_mask: 0.373504 loss_dice: 0.426491 loss_class_aux: 12.260451 loss_bbox_aux: 1.023972 loss_giou_aux: 1.391798 loss_mask_aux: 2.322858 loss_dice_aux: 2.516925 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.347502 loss: 23.370445 eta: 3:13:34 batch_cost: 0.8773 data_cost: 0.0032 ips: 9.1187 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:52:48] ppdet.engine.callbacks INFO: Epoch: [152] [ 20/264] learning_rate: 0.000100 loss_class: 1.798709 loss_bbox: 0.142943 loss_giou: 0.206560 loss_mask: 0.378371 loss_dice: 0.385050 loss_class_aux: 11.499728 loss_bbox_aux: 0.916983 loss_giou_aux: 1.341989 loss_mask_aux: 2.258354 loss_dice_aux: 2.399568 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.085999 eta: 3:13:24 batch_cost: 0.6645 data_cost: 0.0029 ips: 12.0393 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:52:55] ppdet.engine.callbacks INFO: Epoch: [152] [ 30/264] learning_rate: 0.000100 loss_class: 1.737396 loss_bbox: 0.135563 loss_giou: 0.187394 loss_mask: 0.378954 loss_dice: 0.348646 loss_class_aux: 10.914851 loss_bbox_aux: 0.925684 loss_giou_aux: 1.189584 loss_mask_aux: 2.264746 loss_dice_aux: 2.072737 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.178387 eta: 3:13:14 batch_cost: 0.6209 data_cost: 0.0025 ips: 12.8842 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:01] ppdet.engine.callbacks INFO: Epoch: [152] [ 40/264] learning_rate: 0.000100 loss_class: 2.142218 loss_bbox: 0.185902 loss_giou: 0.204915 loss_mask: 0.513575 loss_dice: 0.413235 loss_class_aux: 12.708742 loss_bbox_aux: 1.163337 loss_giou_aux: 1.341072 loss_mask_aux: 3.077528 loss_dice_aux: 2.388444 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.191324 eta: 3:13:04 batch_cost: 0.5940 data_cost: 0.0027 ips: 13.4683 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:07] ppdet.engine.callbacks INFO: Epoch: [152] [ 50/264] learning_rate: 0.000100 loss_class: 2.116539 loss_bbox: 0.173893 loss_giou: 0.221881 loss_mask: 0.482631 loss_dice: 0.470086 loss_class_aux: 13.345508 loss_bbox_aux: 1.134747 loss_giou_aux: 1.451893 loss_mask_aux: 3.073761 loss_dice_aux: 2.754719 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.410374 eta: 3:12:54 batch_cost: 0.5927 data_cost: 0.0024 ips: 13.4979 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:13] ppdet.engine.callbacks INFO: Epoch: [152] [ 60/264] learning_rate: 0.000100 loss_class: 1.795547 loss_bbox: 0.170977 loss_giou: 0.207596 loss_mask: 0.427621 loss_dice: 0.421689 loss_class_aux: 11.633220 loss_bbox_aux: 1.079121 loss_giou_aux: 1.333109 loss_mask_aux: 2.573093 loss_dice_aux: 2.584324 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.728864 eta: 3:12:43 batch_cost: 0.5793 data_cost: 0.0023 ips: 13.8088 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:20] ppdet.engine.callbacks INFO: Epoch: [152] [ 70/264] learning_rate: 0.000100 loss_class: 1.799554 loss_bbox: 0.150948 loss_giou: 0.201174 loss_mask: 0.354952 loss_dice: 0.377501 loss_class_aux: 11.918286 loss_bbox_aux: 0.943669 loss_giou_aux: 1.284971 loss_mask_aux: 2.081885 loss_dice_aux: 2.289566 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.249396 eta: 3:12:33 batch_cost: 0.5885 data_cost: 0.0022 ips: 13.5943 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:26] ppdet.engine.callbacks INFO: Epoch: [152] [ 80/264] learning_rate: 0.000100 loss_class: 1.859920 loss_bbox: 0.142836 loss_giou: 0.185744 loss_mask: 0.390329 loss_dice: 0.366449 loss_class_aux: 12.188786 loss_bbox_aux: 1.006299 loss_giou_aux: 1.219124 loss_mask_aux: 2.410412 loss_dice_aux: 2.187427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.250687 eta: 3:12:23 batch_cost: 0.6453 data_cost: 0.0020 ips: 12.3978 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:32] ppdet.engine.callbacks INFO: Epoch: [152] [ 90/264] learning_rate: 0.000100 loss_class: 1.995006 loss_bbox: 0.149278 loss_giou: 0.191740 loss_mask: 0.410497 loss_dice: 0.382011 loss_class_aux: 12.677422 loss_bbox_aux: 1.021562 loss_giou_aux: 1.253546 loss_mask_aux: 2.506514 loss_dice_aux: 2.291432 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.930458 eta: 3:12:13 batch_cost: 0.5838 data_cost: 0.0020 ips: 13.7033 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:39] ppdet.engine.callbacks INFO: Epoch: [152] [100/264] learning_rate: 0.000100 loss_class: 1.759941 loss_bbox: 0.123908 loss_giou: 0.203627 loss_mask: 0.404125 loss_dice: 0.355127 loss_class_aux: 11.555591 loss_bbox_aux: 0.836735 loss_giou_aux: 1.291201 loss_mask_aux: 2.498530 loss_dice_aux: 2.121111 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.471832 loss: 20.737925 eta: 3:12:03 batch_cost: 0.6051 data_cost: 0.0024 ips: 13.2210 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:45] ppdet.engine.callbacks INFO: Epoch: [152] [110/264] learning_rate: 0.000100 loss_class: 1.919819 loss_bbox: 0.141261 loss_giou: 0.201315 loss_mask: 0.357391 loss_dice: 0.391380 loss_class_aux: 12.275935 loss_bbox_aux: 0.974698 loss_giou_aux: 1.271890 loss_mask_aux: 2.274543 loss_dice_aux: 2.379602 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.235949 eta: 3:11:53 batch_cost: 0.5997 data_cost: 0.0023 ips: 13.3394 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:51] ppdet.engine.callbacks INFO: Epoch: [152] [120/264] learning_rate: 0.000100 loss_class: 2.219700 loss_bbox: 0.164666 loss_giou: 0.225576 loss_mask: 0.405369 loss_dice: 0.462814 loss_class_aux: 14.345093 loss_bbox_aux: 1.073726 loss_giou_aux: 1.462284 loss_mask_aux: 2.520529 loss_dice_aux: 2.744636 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.475601 loss: 26.933752 eta: 3:11:42 batch_cost: 0.5451 data_cost: 0.0023 ips: 14.6754 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:53:57] ppdet.engine.callbacks INFO: Epoch: [152] [130/264] learning_rate: 0.000100 loss_class: 1.714977 loss_bbox: 0.126433 loss_giou: 0.176574 loss_mask: 0.375886 loss_dice: 0.384212 loss_class_aux: 11.438971 loss_bbox_aux: 0.857710 loss_giou_aux: 1.214755 loss_mask_aux: 2.267036 loss_dice_aux: 2.349968 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.350818 loss: 23.234018 eta: 3:11:32 batch_cost: 0.6299 data_cost: 0.0021 ips: 12.7013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:03] ppdet.engine.callbacks INFO: Epoch: [152] [140/264] learning_rate: 0.000100 loss_class: 1.925938 loss_bbox: 0.168040 loss_giou: 0.213684 loss_mask: 0.473742 loss_dice: 0.415778 loss_class_aux: 11.887281 loss_bbox_aux: 1.132718 loss_giou_aux: 1.384903 loss_mask_aux: 2.855914 loss_dice_aux: 2.589911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.814007 loss: 24.542703 eta: 3:11:22 batch_cost: 0.5722 data_cost: 0.0025 ips: 13.9807 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:09] ppdet.engine.callbacks INFO: Epoch: [152] [150/264] learning_rate: 0.000100 loss_class: 2.119062 loss_bbox: 0.152803 loss_giou: 0.220809 loss_mask: 0.447156 loss_dice: 0.421226 loss_class_aux: 13.648220 loss_bbox_aux: 1.043362 loss_giou_aux: 1.432629 loss_mask_aux: 2.740079 loss_dice_aux: 2.591456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.508950 eta: 3:11:12 batch_cost: 0.5634 data_cost: 0.0022 ips: 14.1991 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:10] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:54:10] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:54:15] ppdet.engine.callbacks INFO: Epoch: [152] [160/264] learning_rate: 0.000100 loss_class: 1.867020 loss_bbox: 0.142170 loss_giou: 0.201599 loss_mask: 0.355282 loss_dice: 0.385960 loss_class_aux: 11.777510 loss_bbox_aux: 0.965206 loss_giou_aux: 1.314863 loss_mask_aux: 2.201288 loss_dice_aux: 2.311114 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.014130 eta: 3:11:02 batch_cost: 0.5848 data_cost: 0.0022 ips: 13.6791 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:21] ppdet.engine.callbacks INFO: Epoch: [152] [170/264] learning_rate: 0.000100 loss_class: 2.484443 loss_bbox: 0.138779 loss_giou: 0.215292 loss_mask: 0.373261 loss_dice: 0.399685 loss_class_aux: 15.286499 loss_bbox_aux: 0.917244 loss_giou_aux: 1.376162 loss_mask_aux: 2.325398 loss_dice_aux: 2.380618 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.798112 eta: 3:10:51 batch_cost: 0.5715 data_cost: 0.0020 ips: 13.9977 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:28] ppdet.engine.callbacks INFO: Epoch: [152] [180/264] learning_rate: 0.000100 loss_class: 1.918465 loss_bbox: 0.147179 loss_giou: 0.209259 loss_mask: 0.425105 loss_dice: 0.396697 loss_class_aux: 12.542544 loss_bbox_aux: 0.975682 loss_giou_aux: 1.347481 loss_mask_aux: 2.664155 loss_dice_aux: 2.443187 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.486824 loss: 24.526315 eta: 3:10:41 batch_cost: 0.6200 data_cost: 0.0020 ips: 12.9040 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:34] ppdet.engine.callbacks INFO: Epoch: [152] [190/264] learning_rate: 0.000100 loss_class: 1.833462 loss_bbox: 0.158292 loss_giou: 0.197710 loss_mask: 0.385010 loss_dice: 0.388505 loss_class_aux: 11.915864 loss_bbox_aux: 1.062804 loss_giou_aux: 1.305927 loss_mask_aux: 2.374174 loss_dice_aux: 2.341609 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.388370 eta: 3:10:31 batch_cost: 0.5916 data_cost: 0.0021 ips: 13.5237 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:40] ppdet.engine.callbacks INFO: Epoch: [152] [200/264] learning_rate: 0.000100 loss_class: 1.782520 loss_bbox: 0.138473 loss_giou: 0.186029 loss_mask: 0.407991 loss_dice: 0.380880 loss_class_aux: 11.671970 loss_bbox_aux: 0.919843 loss_giou_aux: 1.264590 loss_mask_aux: 2.529764 loss_dice_aux: 2.289188 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.422068 eta: 3:10:21 batch_cost: 0.6048 data_cost: 0.0023 ips: 13.2274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:47] ppdet.engine.callbacks INFO: Epoch: [152] [210/264] learning_rate: 0.000100 loss_class: 1.974558 loss_bbox: 0.156310 loss_giou: 0.196324 loss_mask: 0.460717 loss_dice: 0.380882 loss_class_aux: 12.736501 loss_bbox_aux: 1.028257 loss_giou_aux: 1.272024 loss_mask_aux: 2.768031 loss_dice_aux: 2.247135 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.991866 loss: 24.242422 eta: 3:10:11 batch_cost: 0.6274 data_cost: 0.0023 ips: 12.7518 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:53] ppdet.engine.callbacks INFO: Epoch: [152] [220/264] learning_rate: 0.000100 loss_class: 2.007312 loss_bbox: 0.154545 loss_giou: 0.190188 loss_mask: 0.419832 loss_dice: 0.379664 loss_class_aux: 13.048831 loss_bbox_aux: 1.012849 loss_giou_aux: 1.239701 loss_mask_aux: 2.392037 loss_dice_aux: 2.324402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.278777 eta: 3:10:01 batch_cost: 0.5538 data_cost: 0.0022 ips: 14.4446 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:54:59] ppdet.engine.callbacks INFO: Epoch: [152] [230/264] learning_rate: 0.000100 loss_class: 1.874469 loss_bbox: 0.132262 loss_giou: 0.180813 loss_mask: 0.357724 loss_dice: 0.353969 loss_class_aux: 12.372266 loss_bbox_aux: 0.918504 loss_giou_aux: 1.157734 loss_mask_aux: 2.203831 loss_dice_aux: 2.143867 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.774200 eta: 3:09:51 batch_cost: 0.5956 data_cost: 0.0016 ips: 13.4326 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:55:05] ppdet.engine.callbacks INFO: Epoch: [152] [240/264] learning_rate: 0.000100 loss_class: 1.868554 loss_bbox: 0.141333 loss_giou: 0.231144 loss_mask: 0.358243 loss_dice: 0.393866 loss_class_aux: 11.892999 loss_bbox_aux: 0.907308 loss_giou_aux: 1.484191 loss_mask_aux: 2.199063 loss_dice_aux: 2.448905 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.769839 loss: 23.029947 eta: 3:09:40 batch_cost: 0.5511 data_cost: 0.0016 ips: 14.5152 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:55:11] ppdet.engine.callbacks INFO: Epoch: [152] [250/264] learning_rate: 0.000100 loss_class: 1.747295 loss_bbox: 0.136018 loss_giou: 0.203438 loss_mask: 0.386794 loss_dice: 0.406445 loss_class_aux: 10.959947 loss_bbox_aux: 0.943777 loss_giou_aux: 1.293797 loss_mask_aux: 2.412920 loss_dice_aux: 2.451106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.568350 loss: 21.819694 eta: 3:09:30 batch_cost: 0.5887 data_cost: 0.0016 ips: 13.5889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:55:17] ppdet.engine.callbacks INFO: Epoch: [152] [260/264] learning_rate: 0.000100 loss_class: 2.164459 loss_bbox: 0.170283 loss_giou: 0.208437 loss_mask: 0.474234 loss_dice: 0.422393 loss_class_aux: 13.925049 loss_bbox_aux: 1.096532 loss_giou_aux: 1.351013 loss_mask_aux: 2.802563 loss_dice_aux: 2.558470 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.666337 loss: 26.929875 eta: 3:09:20 batch_cost: 0.5873 data_cost: 0.0015 ips: 13.6212 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:56:20] ppdet.engine.callbacks INFO: Epoch: [153] [  0/264] learning_rate: 0.000100 loss_class: 2.000727 loss_bbox: 0.172586 loss_giou: 0.219123 loss_mask: 0.448744 loss_dice: 0.423667 loss_class_aux: 12.322222 loss_bbox_aux: 1.085721 loss_giou_aux: 1.391197 loss_mask_aux: 2.641972 loss_dice_aux: 2.530546 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.117178 eta: 3:09:20 batch_cost: 1.8200 data_cost: 1.1769 ips: 4.3956 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:56:31] ppdet.engine.callbacks INFO: Epoch: [153] [ 10/264] learning_rate: 0.000100 loss_class: 1.866968 loss_bbox: 0.136628 loss_giou: 0.185571 loss_mask: 0.423628 loss_dice: 0.405054 loss_class_aux: 11.979335 loss_bbox_aux: 0.994394 loss_giou_aux: 1.233428 loss_mask_aux: 2.652304 loss_dice_aux: 2.429651 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.099696 eta: 3:09:11 batch_cost: 1.0107 data_cost: 0.0067 ips: 7.9153 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:56:38] ppdet.engine.callbacks INFO: Epoch: [153] [ 20/264] learning_rate: 0.000100 loss_class: 1.748063 loss_bbox: 0.144407 loss_giou: 0.191352 loss_mask: 0.411994 loss_dice: 0.369765 loss_class_aux: 11.258015 loss_bbox_aux: 1.022919 loss_giou_aux: 1.226734 loss_mask_aux: 2.444508 loss_dice_aux: 2.243508 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.723554 eta: 3:09:01 batch_cost: 0.6705 data_cost: 0.0026 ips: 11.9318 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:56:45] ppdet.engine.callbacks INFO: Epoch: [153] [ 30/264] learning_rate: 0.000100 loss_class: 1.800997 loss_bbox: 0.133370 loss_giou: 0.188626 loss_mask: 0.375322 loss_dice: 0.368724 loss_class_aux: 11.304701 loss_bbox_aux: 0.893660 loss_giou_aux: 1.205635 loss_mask_aux: 2.213957 loss_dice_aux: 2.199047 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.529370 eta: 3:08:51 batch_cost: 0.6664 data_cost: 0.0027 ips: 12.0052 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:56:49] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 06:56:49] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 06:56:51] ppdet.engine.callbacks INFO: Epoch: [153] [ 40/264] learning_rate: 0.000100 loss_class: 1.803141 loss_bbox: 0.157706 loss_giou: 0.220477 loss_mask: 0.379767 loss_dice: 0.394701 loss_class_aux: 11.605208 loss_bbox_aux: 1.007363 loss_giou_aux: 1.392672 loss_mask_aux: 2.358252 loss_dice_aux: 2.427348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.741450 loss: 22.714321 eta: 3:08:41 batch_cost: 0.5824 data_cost: 0.0021 ips: 13.7369 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:56:58] ppdet.engine.callbacks INFO: Epoch: [153] [ 50/264] learning_rate: 0.000100 loss_class: 2.208851 loss_bbox: 0.174411 loss_giou: 0.217186 loss_mask: 0.421246 loss_dice: 0.432707 loss_class_aux: 14.041110 loss_bbox_aux: 1.182630 loss_giou_aux: 1.411473 loss_mask_aux: 2.562294 loss_dice_aux: 2.682506 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.714705 eta: 3:08:31 batch_cost: 0.6405 data_cost: 0.0022 ips: 12.4906 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:04] ppdet.engine.callbacks INFO: Epoch: [153] [ 60/264] learning_rate: 0.000100 loss_class: 1.861410 loss_bbox: 0.134967 loss_giou: 0.202791 loss_mask: 0.399812 loss_dice: 0.389888 loss_class_aux: 11.994935 loss_bbox_aux: 0.930324 loss_giou_aux: 1.323565 loss_mask_aux: 2.423653 loss_dice_aux: 2.362262 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.187787 eta: 3:08:21 batch_cost: 0.5877 data_cost: 0.0020 ips: 13.6121 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:11] ppdet.engine.callbacks INFO: Epoch: [153] [ 70/264] learning_rate: 0.000100 loss_class: 1.846985 loss_bbox: 0.152696 loss_giou: 0.219635 loss_mask: 0.347396 loss_dice: 0.400242 loss_class_aux: 12.554430 loss_bbox_aux: 1.002546 loss_giou_aux: 1.403785 loss_mask_aux: 2.158102 loss_dice_aux: 2.403454 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.683852 loss: 23.536689 eta: 3:08:11 batch_cost: 0.6363 data_cost: 0.0022 ips: 12.5719 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:18] ppdet.engine.callbacks INFO: Epoch: [153] [ 80/264] learning_rate: 0.000100 loss_class: 1.780506 loss_bbox: 0.151534 loss_giou: 0.201269 loss_mask: 0.414421 loss_dice: 0.389552 loss_class_aux: 11.215990 loss_bbox_aux: 0.983986 loss_giou_aux: 1.304457 loss_mask_aux: 2.472549 loss_dice_aux: 2.285040 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.584152 eta: 3:08:01 batch_cost: 0.6670 data_cost: 0.0023 ips: 11.9946 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:24] ppdet.engine.callbacks INFO: Epoch: [153] [ 90/264] learning_rate: 0.000100 loss_class: 2.071024 loss_bbox: 0.153841 loss_giou: 0.228354 loss_mask: 0.446557 loss_dice: 0.463602 loss_class_aux: 12.761034 loss_bbox_aux: 1.024653 loss_giou_aux: 1.498599 loss_mask_aux: 2.713799 loss_dice_aux: 2.799139 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.417455 eta: 3:07:50 batch_cost: 0.5489 data_cost: 0.0022 ips: 14.5748 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:30] ppdet.engine.callbacks INFO: Epoch: [153] [100/264] learning_rate: 0.000100 loss_class: 1.705626 loss_bbox: 0.146210 loss_giou: 0.174176 loss_mask: 0.433734 loss_dice: 0.370553 loss_class_aux: 10.937160 loss_bbox_aux: 0.944622 loss_giou_aux: 1.146028 loss_mask_aux: 2.648541 loss_dice_aux: 2.244997 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.231354 eta: 3:07:40 batch_cost: 0.6134 data_cost: 0.0022 ips: 13.0420 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:36] ppdet.engine.callbacks INFO: Epoch: [153] [110/264] learning_rate: 0.000100 loss_class: 1.706016 loss_bbox: 0.130035 loss_giou: 0.185381 loss_mask: 0.347069 loss_dice: 0.359869 loss_class_aux: 10.562626 loss_bbox_aux: 0.906442 loss_giou_aux: 1.246652 loss_mask_aux: 2.268967 loss_dice_aux: 2.249276 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.146142 eta: 3:07:30 batch_cost: 0.6211 data_cost: 0.0022 ips: 12.8813 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:43] ppdet.engine.callbacks INFO: Epoch: [153] [120/264] learning_rate: 0.000100 loss_class: 1.716435 loss_bbox: 0.108598 loss_giou: 0.189733 loss_mask: 0.265443 loss_dice: 0.366630 loss_class_aux: 10.723454 loss_bbox_aux: 0.750586 loss_giou_aux: 1.213083 loss_mask_aux: 1.568553 loss_dice_aux: 2.190599 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 19.578169 eta: 3:07:20 batch_cost: 0.6104 data_cost: 0.0029 ips: 13.1054 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:49] ppdet.engine.callbacks INFO: Epoch: [153] [130/264] learning_rate: 0.000100 loss_class: 1.919406 loss_bbox: 0.158500 loss_giou: 0.194347 loss_mask: 0.408075 loss_dice: 0.394805 loss_class_aux: 11.998919 loss_bbox_aux: 1.024314 loss_giou_aux: 1.269158 loss_mask_aux: 2.469797 loss_dice_aux: 2.444610 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.310261 eta: 3:07:10 batch_cost: 0.5985 data_cost: 0.0021 ips: 13.3666 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:57:55] ppdet.engine.callbacks INFO: Epoch: [153] [140/264] learning_rate: 0.000100 loss_class: 2.135016 loss_bbox: 0.153084 loss_giou: 0.175976 loss_mask: 0.423352 loss_dice: 0.410757 loss_class_aux: 13.301429 loss_bbox_aux: 1.003688 loss_giou_aux: 1.175141 loss_mask_aux: 2.485658 loss_dice_aux: 2.480423 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.533837 loss: 28.075197 eta: 3:07:00 batch_cost: 0.5822 data_cost: 0.0021 ips: 13.7408 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:01] ppdet.engine.callbacks INFO: Epoch: [153] [150/264] learning_rate: 0.000100 loss_class: 1.971164 loss_bbox: 0.130437 loss_giou: 0.198763 loss_mask: 0.397942 loss_dice: 0.418074 loss_class_aux: 12.868060 loss_bbox_aux: 0.927718 loss_giou_aux: 1.291633 loss_mask_aux: 2.216624 loss_dice_aux: 2.522432 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.019016 eta: 3:06:50 batch_cost: 0.5915 data_cost: 0.0022 ips: 13.5246 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:08] ppdet.engine.callbacks INFO: Epoch: [153] [160/264] learning_rate: 0.000100 loss_class: 2.049929 loss_bbox: 0.165863 loss_giou: 0.202968 loss_mask: 0.451596 loss_dice: 0.417519 loss_class_aux: 13.140965 loss_bbox_aux: 1.142715 loss_giou_aux: 1.377869 loss_mask_aux: 2.789458 loss_dice_aux: 2.609354 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.338429 eta: 3:06:40 batch_cost: 0.5867 data_cost: 0.0025 ips: 13.6359 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:14] ppdet.engine.callbacks INFO: Epoch: [153] [170/264] learning_rate: 0.000100 loss_class: 1.892459 loss_bbox: 0.152811 loss_giou: 0.202290 loss_mask: 0.405744 loss_dice: 0.391776 loss_class_aux: 12.031674 loss_bbox_aux: 1.007533 loss_giou_aux: 1.324312 loss_mask_aux: 2.465695 loss_dice_aux: 2.430115 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.682849 loss: 23.002195 eta: 3:06:30 batch_cost: 0.6224 data_cost: 0.0024 ips: 12.8528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:21] ppdet.engine.callbacks INFO: Epoch: [153] [180/264] learning_rate: 0.000100 loss_class: 1.888776 loss_bbox: 0.137592 loss_giou: 0.182249 loss_mask: 0.338261 loss_dice: 0.352436 loss_class_aux: 11.749958 loss_bbox_aux: 0.928940 loss_giou_aux: 1.246010 loss_mask_aux: 2.151000 loss_dice_aux: 2.233255 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.127364 loss: 22.113633 eta: 3:06:20 batch_cost: 0.6051 data_cost: 0.0027 ips: 13.2215 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:27] ppdet.engine.callbacks INFO: Epoch: [153] [190/264] learning_rate: 0.000100 loss_class: 2.087202 loss_bbox: 0.131944 loss_giou: 0.202787 loss_mask: 0.309294 loss_dice: 0.373054 loss_class_aux: 12.938245 loss_bbox_aux: 0.924166 loss_giou_aux: 1.345179 loss_mask_aux: 1.993350 loss_dice_aux: 2.345198 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.228943 eta: 3:06:09 batch_cost: 0.5666 data_cost: 0.0024 ips: 14.1196 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:33] ppdet.engine.callbacks INFO: Epoch: [153] [200/264] learning_rate: 0.000100 loss_class: 2.067366 loss_bbox: 0.154934 loss_giou: 0.207827 loss_mask: 0.405061 loss_dice: 0.436480 loss_class_aux: 13.123625 loss_bbox_aux: 1.023063 loss_giou_aux: 1.318144 loss_mask_aux: 2.464381 loss_dice_aux: 2.703401 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.942917 eta: 3:05:59 batch_cost: 0.6252 data_cost: 0.0034 ips: 12.7961 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:40] ppdet.engine.callbacks INFO: Epoch: [153] [210/264] learning_rate: 0.000100 loss_class: 2.008962 loss_bbox: 0.151220 loss_giou: 0.227172 loss_mask: 0.378830 loss_dice: 0.453019 loss_class_aux: 13.508702 loss_bbox_aux: 0.979218 loss_giou_aux: 1.425389 loss_mask_aux: 2.319557 loss_dice_aux: 2.680051 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.889660 loss: 26.389702 eta: 3:05:49 batch_cost: 0.6134 data_cost: 0.0024 ips: 13.0426 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:46] ppdet.engine.callbacks INFO: Epoch: [153] [220/264] learning_rate: 0.000100 loss_class: 2.109833 loss_bbox: 0.169776 loss_giou: 0.201842 loss_mask: 0.421683 loss_dice: 0.397670 loss_class_aux: 13.740268 loss_bbox_aux: 1.136395 loss_giou_aux: 1.284154 loss_mask_aux: 2.532007 loss_dice_aux: 2.398233 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.380803 eta: 3:05:39 batch_cost: 0.6157 data_cost: 0.0024 ips: 12.9927 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:52] ppdet.engine.callbacks INFO: Epoch: [153] [230/264] learning_rate: 0.000100 loss_class: 1.970207 loss_bbox: 0.162953 loss_giou: 0.195965 loss_mask: 0.422395 loss_dice: 0.402226 loss_class_aux: 12.579367 loss_bbox_aux: 1.146737 loss_giou_aux: 1.329157 loss_mask_aux: 2.716641 loss_dice_aux: 2.423074 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.833082 eta: 3:05:29 batch_cost: 0.5667 data_cost: 0.0026 ips: 14.1169 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:58:58] ppdet.engine.callbacks INFO: Epoch: [153] [240/264] learning_rate: 0.000100 loss_class: 1.977206 loss_bbox: 0.161160 loss_giou: 0.220798 loss_mask: 0.432333 loss_dice: 0.449444 loss_class_aux: 12.806480 loss_bbox_aux: 1.051612 loss_giou_aux: 1.436018 loss_mask_aux: 2.552172 loss_dice_aux: 2.688898 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.571612 loss: 24.820289 eta: 3:05:19 batch_cost: 0.5712 data_cost: 0.0024 ips: 14.0057 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:59:03] ppdet.engine.callbacks INFO: Epoch: [153] [250/264] learning_rate: 0.000100 loss_class: 1.963560 loss_bbox: 0.139836 loss_giou: 0.215717 loss_mask: 0.343078 loss_dice: 0.424696 loss_class_aux: 12.958591 loss_bbox_aux: 0.960544 loss_giou_aux: 1.387977 loss_mask_aux: 2.076943 loss_dice_aux: 2.558342 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.043281 eta: 3:05:09 batch_cost: 0.5286 data_cost: 0.0025 ips: 15.1333 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 06:59:09] ppdet.engine.callbacks INFO: Epoch: [153] [260/264] learning_rate: 0.000100 loss_class: 1.854764 loss_bbox: 0.168541 loss_giou: 0.187981 loss_mask: 0.414487 loss_dice: 0.392362 loss_class_aux: 12.649661 loss_bbox_aux: 1.107498 loss_giou_aux: 1.250019 loss_mask_aux: 2.527550 loss_dice_aux: 2.362631 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.084443 eta: 3:04:59 batch_cost: 0.5824 data_cost: 0.0020 ips: 13.7365 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:14] ppdet.engine.callbacks INFO: Epoch: [154] [  0/264] learning_rate: 0.000100 loss_class: 1.864993 loss_bbox: 0.163645 loss_giou: 0.187981 loss_mask: 0.405053 loss_dice: 0.390177 loss_class_aux: 12.649661 loss_bbox_aux: 1.098634 loss_giou_aux: 1.240316 loss_mask_aux: 2.439447 loss_dice_aux: 2.271191 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.084443 eta: 3:04:59 batch_cost: 1.9073 data_cost: 1.2514 ips: 4.1945 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:25] ppdet.engine.callbacks INFO: Epoch: [154] [ 10/264] learning_rate: 0.000100 loss_class: 2.037001 loss_bbox: 0.136745 loss_giou: 0.223562 loss_mask: 0.316883 loss_dice: 0.399707 loss_class_aux: 12.930103 loss_bbox_aux: 0.915370 loss_giou_aux: 1.425052 loss_mask_aux: 1.953009 loss_dice_aux: 2.433874 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.442193 loss: 24.004185 eta: 3:04:50 batch_cost: 1.0009 data_cost: 0.0696 ips: 7.9931 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:31] ppdet.engine.callbacks INFO: Epoch: [154] [ 20/264] learning_rate: 0.000100 loss_class: 1.922529 loss_bbox: 0.146006 loss_giou: 0.212694 loss_mask: 0.326091 loss_dice: 0.370564 loss_class_aux: 12.317977 loss_bbox_aux: 1.018930 loss_giou_aux: 1.359044 loss_mask_aux: 2.075670 loss_dice_aux: 2.255390 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.506327 loss: 22.264509 eta: 3:04:40 batch_cost: 0.6349 data_cost: 0.0027 ips: 12.5998 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:38] ppdet.engine.callbacks INFO: Epoch: [154] [ 30/264] learning_rate: 0.000100 loss_class: 1.957735 loss_bbox: 0.152456 loss_giou: 0.201930 loss_mask: 0.411532 loss_dice: 0.395439 loss_class_aux: 12.611002 loss_bbox_aux: 1.050250 loss_giou_aux: 1.294370 loss_mask_aux: 2.414126 loss_dice_aux: 2.342807 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.319640 eta: 3:04:30 batch_cost: 0.6253 data_cost: 0.0025 ips: 12.7948 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:45] ppdet.engine.callbacks INFO: Epoch: [154] [ 40/264] learning_rate: 0.000100 loss_class: 2.054300 loss_bbox: 0.152884 loss_giou: 0.200185 loss_mask: 0.482641 loss_dice: 0.447889 loss_class_aux: 13.491255 loss_bbox_aux: 0.987716 loss_giou_aux: 1.311034 loss_mask_aux: 2.793912 loss_dice_aux: 2.615165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.909029 eta: 3:04:20 batch_cost: 0.6469 data_cost: 0.0023 ips: 12.3660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:51] ppdet.engine.callbacks INFO: Epoch: [154] [ 50/264] learning_rate: 0.000100 loss_class: 2.031712 loss_bbox: 0.141109 loss_giou: 0.201687 loss_mask: 0.380732 loss_dice: 0.444639 loss_class_aux: 12.933348 loss_bbox_aux: 0.969473 loss_giou_aux: 1.279353 loss_mask_aux: 2.292300 loss_dice_aux: 2.688678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.453079 loss: 23.962933 eta: 3:04:10 batch_cost: 0.5966 data_cost: 0.0027 ips: 13.4092 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:00:58] ppdet.engine.callbacks INFO: Epoch: [154] [ 60/264] learning_rate: 0.000100 loss_class: 1.949840 loss_bbox: 0.143993 loss_giou: 0.198327 loss_mask: 0.438026 loss_dice: 0.402327 loss_class_aux: 12.383082 loss_bbox_aux: 0.956116 loss_giou_aux: 1.306725 loss_mask_aux: 2.517688 loss_dice_aux: 2.443478 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.164183 eta: 3:04:00 batch_cost: 0.6398 data_cost: 0.0029 ips: 12.5033 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:03] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:01:03] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:01:04] ppdet.engine.callbacks INFO: Epoch: [154] [ 70/264] learning_rate: 0.000100 loss_class: 1.972458 loss_bbox: 0.160607 loss_giou: 0.181870 loss_mask: 0.462213 loss_dice: 0.415983 loss_class_aux: 12.775769 loss_bbox_aux: 1.133280 loss_giou_aux: 1.219308 loss_mask_aux: 2.874687 loss_dice_aux: 2.482600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.368142 eta: 3:03:50 batch_cost: 0.5923 data_cost: 0.0021 ips: 13.5068 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:11] ppdet.engine.callbacks INFO: Epoch: [154] [ 80/264] learning_rate: 0.000100 loss_class: 1.712915 loss_bbox: 0.149506 loss_giou: 0.184851 loss_mask: 0.382080 loss_dice: 0.384460 loss_class_aux: 11.554405 loss_bbox_aux: 0.969974 loss_giou_aux: 1.243645 loss_mask_aux: 2.283479 loss_dice_aux: 2.277841 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.207982 loss: 24.538012 eta: 3:03:40 batch_cost: 0.6279 data_cost: 0.0030 ips: 12.7413 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:17] ppdet.engine.callbacks INFO: Epoch: [154] [ 90/264] learning_rate: 0.000100 loss_class: 1.865853 loss_bbox: 0.131377 loss_giou: 0.202541 loss_mask: 0.320522 loss_dice: 0.400030 loss_class_aux: 11.899209 loss_bbox_aux: 0.880739 loss_giou_aux: 1.295496 loss_mask_aux: 1.971977 loss_dice_aux: 2.362155 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.421977 loss: 22.038527 eta: 3:03:30 batch_cost: 0.6137 data_cost: 0.0024 ips: 13.0362 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:24] ppdet.engine.callbacks INFO: Epoch: [154] [100/264] learning_rate: 0.000100 loss_class: 1.895757 loss_bbox: 0.144710 loss_giou: 0.190419 loss_mask: 0.384043 loss_dice: 0.380449 loss_class_aux: 11.941021 loss_bbox_aux: 1.002118 loss_giou_aux: 1.256328 loss_mask_aux: 2.434443 loss_dice_aux: 2.394598 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.814595 eta: 3:03:20 batch_cost: 0.6201 data_cost: 0.0022 ips: 12.9012 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:30] ppdet.engine.callbacks INFO: Epoch: [154] [110/264] learning_rate: 0.000100 loss_class: 1.941459 loss_bbox: 0.145960 loss_giou: 0.195878 loss_mask: 0.409127 loss_dice: 0.371397 loss_class_aux: 12.299642 loss_bbox_aux: 0.965413 loss_giou_aux: 1.244083 loss_mask_aux: 2.422630 loss_dice_aux: 2.287297 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.461122 loss: 22.964575 eta: 3:03:10 batch_cost: 0.5931 data_cost: 0.0024 ips: 13.4889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:36] ppdet.engine.callbacks INFO: Epoch: [154] [120/264] learning_rate: 0.000100 loss_class: 1.922335 loss_bbox: 0.167037 loss_giou: 0.192718 loss_mask: 0.459358 loss_dice: 0.390280 loss_class_aux: 11.962183 loss_bbox_aux: 1.098997 loss_giou_aux: 1.264678 loss_mask_aux: 2.750042 loss_dice_aux: 2.385024 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.416575 eta: 3:02:59 batch_cost: 0.5833 data_cost: 0.0027 ips: 13.7147 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:42] ppdet.engine.callbacks INFO: Epoch: [154] [130/264] learning_rate: 0.000100 loss_class: 1.958314 loss_bbox: 0.155077 loss_giou: 0.187966 loss_mask: 0.434934 loss_dice: 0.390695 loss_class_aux: 12.190075 loss_bbox_aux: 1.055297 loss_giou_aux: 1.242479 loss_mask_aux: 2.611486 loss_dice_aux: 2.430530 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.858847 loss: 24.047535 eta: 3:02:49 batch_cost: 0.5713 data_cost: 0.0019 ips: 14.0019 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:48] ppdet.engine.callbacks INFO: Epoch: [154] [140/264] learning_rate: 0.000100 loss_class: 1.836637 loss_bbox: 0.159823 loss_giou: 0.198014 loss_mask: 0.429967 loss_dice: 0.402363 loss_class_aux: 11.626756 loss_bbox_aux: 1.069267 loss_giou_aux: 1.285130 loss_mask_aux: 2.589389 loss_dice_aux: 2.540649 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.509607 eta: 3:02:39 batch_cost: 0.5896 data_cost: 0.0019 ips: 13.5674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:01:54] ppdet.engine.callbacks INFO: Epoch: [154] [150/264] learning_rate: 0.000100 loss_class: 1.940766 loss_bbox: 0.150733 loss_giou: 0.188162 loss_mask: 0.394517 loss_dice: 0.362743 loss_class_aux: 12.008820 loss_bbox_aux: 1.027373 loss_giou_aux: 1.201121 loss_mask_aux: 2.404591 loss_dice_aux: 2.242600 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.196486 loss: 24.071865 eta: 3:02:29 batch_cost: 0.5819 data_cost: 0.0020 ips: 13.7479 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:00] ppdet.engine.callbacks INFO: Epoch: [154] [160/264] learning_rate: 0.000100 loss_class: 1.813352 loss_bbox: 0.130816 loss_giou: 0.202905 loss_mask: 0.329440 loss_dice: 0.395523 loss_class_aux: 11.538549 loss_bbox_aux: 0.939537 loss_giou_aux: 1.345036 loss_mask_aux: 2.032040 loss_dice_aux: 2.367284 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.015006 eta: 3:02:19 batch_cost: 0.5852 data_cost: 0.0024 ips: 13.6709 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:06] ppdet.engine.callbacks INFO: Epoch: [154] [170/264] learning_rate: 0.000100 loss_class: 1.718924 loss_bbox: 0.135056 loss_giou: 0.201997 loss_mask: 0.352120 loss_dice: 0.356590 loss_class_aux: 10.731476 loss_bbox_aux: 0.902975 loss_giou_aux: 1.274250 loss_mask_aux: 2.164882 loss_dice_aux: 2.212024 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.226292 eta: 3:02:09 batch_cost: 0.5587 data_cost: 0.0021 ips: 14.3192 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:12] ppdet.engine.callbacks INFO: Epoch: [154] [180/264] learning_rate: 0.000100 loss_class: 2.072388 loss_bbox: 0.129822 loss_giou: 0.193072 loss_mask: 0.344797 loss_dice: 0.364630 loss_class_aux: 12.416139 loss_bbox_aux: 0.865930 loss_giou_aux: 1.245078 loss_mask_aux: 2.079544 loss_dice_aux: 2.231608 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.491938 loss: 23.583602 eta: 3:01:59 batch_cost: 0.5932 data_cost: 0.0022 ips: 13.4863 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:19] ppdet.engine.callbacks INFO: Epoch: [154] [190/264] learning_rate: 0.000100 loss_class: 2.099949 loss_bbox: 0.164295 loss_giou: 0.221632 loss_mask: 0.532942 loss_dice: 0.453488 loss_class_aux: 13.967188 loss_bbox_aux: 1.134608 loss_giou_aux: 1.444736 loss_mask_aux: 3.482101 loss_dice_aux: 2.811416 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.297586 eta: 3:01:49 batch_cost: 0.6012 data_cost: 0.0024 ips: 13.3077 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:25] ppdet.engine.callbacks INFO: Epoch: [154] [200/264] learning_rate: 0.000100 loss_class: 1.776437 loss_bbox: 0.143444 loss_giou: 0.202237 loss_mask: 0.359130 loss_dice: 0.390773 loss_class_aux: 11.568264 loss_bbox_aux: 0.924864 loss_giou_aux: 1.283935 loss_mask_aux: 2.237166 loss_dice_aux: 2.405659 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.365543 loss: 23.602715 eta: 3:01:39 batch_cost: 0.5956 data_cost: 0.0022 ips: 13.4314 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:31] ppdet.engine.callbacks INFO: Epoch: [154] [210/264] learning_rate: 0.000100 loss_class: 1.843325 loss_bbox: 0.159928 loss_giou: 0.190576 loss_mask: 0.382241 loss_dice: 0.357485 loss_class_aux: 11.288255 loss_bbox_aux: 1.056624 loss_giou_aux: 1.241444 loss_mask_aux: 2.338754 loss_dice_aux: 2.201472 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.580519 loss: 23.295347 eta: 3:01:29 batch_cost: 0.5851 data_cost: 0.0024 ips: 13.6728 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:37] ppdet.engine.callbacks INFO: Epoch: [154] [220/264] learning_rate: 0.000100 loss_class: 1.935446 loss_bbox: 0.152049 loss_giou: 0.207273 loss_mask: 0.492198 loss_dice: 0.396688 loss_class_aux: 12.546698 loss_bbox_aux: 1.028687 loss_giou_aux: 1.323698 loss_mask_aux: 2.958389 loss_dice_aux: 2.375661 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.189328 eta: 3:01:19 batch_cost: 0.5728 data_cost: 0.0022 ips: 13.9653 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:43] ppdet.engine.callbacks INFO: Epoch: [154] [230/264] learning_rate: 0.000100 loss_class: 1.779757 loss_bbox: 0.149689 loss_giou: 0.191632 loss_mask: 0.386575 loss_dice: 0.360605 loss_class_aux: 11.131149 loss_bbox_aux: 0.935172 loss_giou_aux: 1.220671 loss_mask_aux: 2.382724 loss_dice_aux: 2.166566 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.448575 loss: 20.990232 eta: 3:01:08 batch_cost: 0.6053 data_cost: 0.0016 ips: 13.2176 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:49] ppdet.engine.callbacks INFO: Epoch: [154] [240/264] learning_rate: 0.000100 loss_class: 1.812489 loss_bbox: 0.147704 loss_giou: 0.188597 loss_mask: 0.397347 loss_dice: 0.376960 loss_class_aux: 11.310955 loss_bbox_aux: 1.028056 loss_giou_aux: 1.256007 loss_mask_aux: 2.511762 loss_dice_aux: 2.276605 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.208719 eta: 3:00:58 batch_cost: 0.5713 data_cost: 0.0015 ips: 14.0042 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:02:55] ppdet.engine.callbacks INFO: Epoch: [154] [250/264] learning_rate: 0.000100 loss_class: 1.821543 loss_bbox: 0.141174 loss_giou: 0.195483 loss_mask: 0.453175 loss_dice: 0.392836 loss_class_aux: 12.187405 loss_bbox_aux: 0.953107 loss_giou_aux: 1.245769 loss_mask_aux: 2.735691 loss_dice_aux: 2.390066 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.882059 eta: 3:00:48 batch_cost: 0.5858 data_cost: 0.0016 ips: 13.6575 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:03:02] ppdet.engine.callbacks INFO: Epoch: [154] [260/264] learning_rate: 0.000100 loss_class: 1.885196 loss_bbox: 0.178179 loss_giou: 0.215943 loss_mask: 0.497500 loss_dice: 0.461299 loss_class_aux: 12.286301 loss_bbox_aux: 1.160294 loss_giou_aux: 1.410412 loss_mask_aux: 3.067546 loss_dice_aux: 2.758386 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.653837 loss: 25.954978 eta: 3:00:38 batch_cost: 0.5849 data_cost: 0.0016 ips: 13.6775 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:03:54] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/154
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:03:59] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/154/inference/inference.yml
[05/14 07:03:59] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 07:04:00] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/154/inference
[05/14 07:04:04] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 07:04:12] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 07:04:19] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 07:04:22] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:04:22] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.66s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.509
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.706
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.608
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.509
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.396
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.730
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.761
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
[05/14 07:04:24] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 12.34653322684331
[05/14 07:04:24] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 07:04:24] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/154
[05/14 07:04:24] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 07:04:24] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 07:04:27] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:04:32] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 07:04:32] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 07:04:33] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 07:04:51] ppdet.engine.callbacks INFO: Epoch: [155] [  0/264] learning_rate: 0.000100 loss_class: 2.043472 loss_bbox: 0.191626 loss_giou: 0.215943 loss_mask: 0.497616 loss_dice: 0.437406 loss_class_aux: 13.665882 loss_bbox_aux: 1.252657 loss_giou_aux: 1.410412 loss_mask_aux: 3.067546 loss_dice_aux: 2.720168 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.126953 eta: 3:00:38 batch_cost: 2.0632 data_cost: 1.4548 ips: 3.8774 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:00] ppdet.engine.callbacks INFO: Epoch: [155] [ 10/264] learning_rate: 0.000100 loss_class: 1.867998 loss_bbox: 0.151928 loss_giou: 0.213462 loss_mask: 0.453354 loss_dice: 0.402564 loss_class_aux: 12.116289 loss_bbox_aux: 1.088212 loss_giou_aux: 1.387924 loss_mask_aux: 2.680907 loss_dice_aux: 2.471069 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.622363 loss: 23.331912 eta: 3:00:29 batch_cost: 0.8185 data_cost: 0.0055 ips: 9.7737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:07] ppdet.engine.callbacks INFO: Epoch: [155] [ 20/264] learning_rate: 0.000100 loss_class: 1.732988 loss_bbox: 0.139351 loss_giou: 0.194749 loss_mask: 0.326796 loss_dice: 0.370740 loss_class_aux: 11.526289 loss_bbox_aux: 1.007905 loss_giou_aux: 1.242335 loss_mask_aux: 1.982086 loss_dice_aux: 2.306750 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.782659 eta: 3:00:19 batch_cost: 0.6614 data_cost: 0.0029 ips: 12.0965 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:14] ppdet.engine.callbacks INFO: Epoch: [155] [ 30/264] learning_rate: 0.000100 loss_class: 2.069534 loss_bbox: 0.161960 loss_giou: 0.214831 loss_mask: 0.348272 loss_dice: 0.399436 loss_class_aux: 13.367409 loss_bbox_aux: 1.035942 loss_giou_aux: 1.372030 loss_mask_aux: 2.138013 loss_dice_aux: 2.434420 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.117409 eta: 3:00:09 batch_cost: 0.6788 data_cost: 0.0026 ips: 11.7848 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:16] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:05:16] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:05:20] ppdet.engine.callbacks INFO: Epoch: [155] [ 40/264] learning_rate: 0.000100 loss_class: 1.752971 loss_bbox: 0.161579 loss_giou: 0.225743 loss_mask: 0.390290 loss_dice: 0.395443 loss_class_aux: 11.004393 loss_bbox_aux: 1.078427 loss_giou_aux: 1.419183 loss_mask_aux: 2.335104 loss_dice_aux: 2.383622 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.304089 eta: 2:59:59 batch_cost: 0.5915 data_cost: 0.0026 ips: 13.5241 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:26] ppdet.engine.callbacks INFO: Epoch: [155] [ 50/264] learning_rate: 0.000100 loss_class: 1.906432 loss_bbox: 0.147324 loss_giou: 0.212948 loss_mask: 0.322144 loss_dice: 0.378439 loss_class_aux: 12.100825 loss_bbox_aux: 0.964303 loss_giou_aux: 1.395707 loss_mask_aux: 2.061444 loss_dice_aux: 2.286169 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.397248 eta: 2:59:49 batch_cost: 0.6126 data_cost: 0.0027 ips: 13.0596 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:33] ppdet.engine.callbacks INFO: Epoch: [155] [ 60/264] learning_rate: 0.000100 loss_class: 1.921781 loss_bbox: 0.127991 loss_giou: 0.195795 loss_mask: 0.348523 loss_dice: 0.342229 loss_class_aux: 12.051139 loss_bbox_aux: 0.865766 loss_giou_aux: 1.265481 loss_mask_aux: 2.221609 loss_dice_aux: 2.080563 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.177371 loss: 21.802380 eta: 2:59:39 batch_cost: 0.6282 data_cost: 0.0023 ips: 12.7351 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:39] ppdet.engine.callbacks INFO: Epoch: [155] [ 70/264] learning_rate: 0.000100 loss_class: 1.990609 loss_bbox: 0.150684 loss_giou: 0.200083 loss_mask: 0.376503 loss_dice: 0.396220 loss_class_aux: 12.468065 loss_bbox_aux: 1.005704 loss_giou_aux: 1.349970 loss_mask_aux: 2.244488 loss_dice_aux: 2.431411 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.510406 eta: 2:59:29 batch_cost: 0.5603 data_cost: 0.0028 ips: 14.2775 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:46] ppdet.engine.callbacks INFO: Epoch: [155] [ 80/264] learning_rate: 0.000100 loss_class: 1.893505 loss_bbox: 0.149533 loss_giou: 0.197189 loss_mask: 0.429652 loss_dice: 0.384000 loss_class_aux: 11.996672 loss_bbox_aux: 0.999031 loss_giou_aux: 1.332898 loss_mask_aux: 2.452129 loss_dice_aux: 2.372225 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.119414 eta: 2:59:19 batch_cost: 0.6394 data_cost: 0.0027 ips: 12.5120 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:52] ppdet.engine.callbacks INFO: Epoch: [155] [ 90/264] learning_rate: 0.000100 loss_class: 1.935402 loss_bbox: 0.151208 loss_giou: 0.214971 loss_mask: 0.380307 loss_dice: 0.407905 loss_class_aux: 12.103348 loss_bbox_aux: 0.986450 loss_giou_aux: 1.427490 loss_mask_aux: 2.276589 loss_dice_aux: 2.492049 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.298154 loss: 24.963852 eta: 2:59:10 batch_cost: 0.6416 data_cost: 0.0025 ips: 12.4697 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:05:58] ppdet.engine.callbacks INFO: Epoch: [155] [100/264] learning_rate: 0.000100 loss_class: 1.988823 loss_bbox: 0.154944 loss_giou: 0.212246 loss_mask: 0.476998 loss_dice: 0.410117 loss_class_aux: 12.565955 loss_bbox_aux: 1.043570 loss_giou_aux: 1.342417 loss_mask_aux: 2.838083 loss_dice_aux: 2.552358 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.903799 eta: 2:58:59 batch_cost: 0.5488 data_cost: 0.0021 ips: 14.5785 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:05] ppdet.engine.callbacks INFO: Epoch: [155] [110/264] learning_rate: 0.000100 loss_class: 2.083314 loss_bbox: 0.192205 loss_giou: 0.213057 loss_mask: 0.458762 loss_dice: 0.477551 loss_class_aux: 13.056553 loss_bbox_aux: 1.228073 loss_giou_aux: 1.382185 loss_mask_aux: 2.794744 loss_dice_aux: 2.872000 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.205418 eta: 2:58:49 batch_cost: 0.6321 data_cost: 0.0024 ips: 12.6560 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:11] ppdet.engine.callbacks INFO: Epoch: [155] [120/264] learning_rate: 0.000100 loss_class: 1.770928 loss_bbox: 0.140069 loss_giou: 0.197609 loss_mask: 0.331638 loss_dice: 0.394632 loss_class_aux: 11.439691 loss_bbox_aux: 0.958948 loss_giou_aux: 1.244604 loss_mask_aux: 2.035147 loss_dice_aux: 2.381614 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.806259 eta: 2:58:39 batch_cost: 0.5804 data_cost: 0.0023 ips: 13.7830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:17] ppdet.engine.callbacks INFO: Epoch: [155] [130/264] learning_rate: 0.000100 loss_class: 1.914842 loss_bbox: 0.146646 loss_giou: 0.195076 loss_mask: 0.399166 loss_dice: 0.411718 loss_class_aux: 12.256281 loss_bbox_aux: 1.018044 loss_giou_aux: 1.268757 loss_mask_aux: 2.555489 loss_dice_aux: 2.569188 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.202272 eta: 2:58:29 batch_cost: 0.5665 data_cost: 0.0025 ips: 14.1222 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:23] ppdet.engine.callbacks INFO: Epoch: [155] [140/264] learning_rate: 0.000100 loss_class: 1.883830 loss_bbox: 0.140553 loss_giou: 0.203100 loss_mask: 0.307494 loss_dice: 0.379197 loss_class_aux: 11.974880 loss_bbox_aux: 0.889920 loss_giou_aux: 1.313979 loss_mask_aux: 1.856949 loss_dice_aux: 2.309883 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.158591 eta: 2:58:19 batch_cost: 0.5760 data_cost: 0.0031 ips: 13.8896 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:30] ppdet.engine.callbacks INFO: Epoch: [155] [150/264] learning_rate: 0.000100 loss_class: 2.019650 loss_bbox: 0.149806 loss_giou: 0.211928 loss_mask: 0.397179 loss_dice: 0.437746 loss_class_aux: 12.765992 loss_bbox_aux: 0.980186 loss_giou_aux: 1.365673 loss_mask_aux: 2.398341 loss_dice_aux: 2.727773 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.181836 eta: 2:58:09 batch_cost: 0.6583 data_cost: 0.0026 ips: 12.1530 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:36] ppdet.engine.callbacks INFO: Epoch: [155] [160/264] learning_rate: 0.000100 loss_class: 1.997254 loss_bbox: 0.154044 loss_giou: 0.195926 loss_mask: 0.438886 loss_dice: 0.407787 loss_class_aux: 12.900432 loss_bbox_aux: 1.031221 loss_giou_aux: 1.280693 loss_mask_aux: 2.547062 loss_dice_aux: 2.431019 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.070149 eta: 2:57:59 batch_cost: 0.5768 data_cost: 0.0021 ips: 13.8684 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:42] ppdet.engine.callbacks INFO: Epoch: [155] [170/264] learning_rate: 0.000100 loss_class: 2.026149 loss_bbox: 0.149535 loss_giou: 0.220056 loss_mask: 0.474232 loss_dice: 0.421797 loss_class_aux: 13.187318 loss_bbox_aux: 1.030736 loss_giou_aux: 1.456590 loss_mask_aux: 2.881340 loss_dice_aux: 2.478796 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.552047 loss: 25.459706 eta: 2:57:49 batch_cost: 0.6147 data_cost: 0.0023 ips: 13.0142 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:49] ppdet.engine.callbacks INFO: Epoch: [155] [180/264] learning_rate: 0.000100 loss_class: 1.900357 loss_bbox: 0.149716 loss_giou: 0.219005 loss_mask: 0.388256 loss_dice: 0.409033 loss_class_aux: 11.722903 loss_bbox_aux: 1.006745 loss_giou_aux: 1.416462 loss_mask_aux: 2.522268 loss_dice_aux: 2.500831 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.443539 eta: 2:57:39 batch_cost: 0.6171 data_cost: 0.0020 ips: 12.9642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:06:55] ppdet.engine.callbacks INFO: Epoch: [155] [190/264] learning_rate: 0.000100 loss_class: 1.958073 loss_bbox: 0.155506 loss_giou: 0.224741 loss_mask: 0.379411 loss_dice: 0.433053 loss_class_aux: 12.569572 loss_bbox_aux: 1.016938 loss_giou_aux: 1.422802 loss_mask_aux: 2.343622 loss_dice_aux: 2.611034 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.492941 loss: 23.496604 eta: 2:57:30 batch_cost: 0.6367 data_cost: 0.0022 ips: 12.5642 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:02] ppdet.engine.callbacks INFO: Epoch: [155] [200/264] learning_rate: 0.000100 loss_class: 1.991339 loss_bbox: 0.171027 loss_giou: 0.196354 loss_mask: 0.464034 loss_dice: 0.400961 loss_class_aux: 12.969243 loss_bbox_aux: 1.131733 loss_giou_aux: 1.294284 loss_mask_aux: 2.861795 loss_dice_aux: 2.416502 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.537835 eta: 2:57:20 batch_cost: 0.5985 data_cost: 0.0023 ips: 13.3670 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:08] ppdet.engine.callbacks INFO: Epoch: [155] [210/264] learning_rate: 0.000100 loss_class: 1.996903 loss_bbox: 0.145905 loss_giou: 0.196901 loss_mask: 0.391485 loss_dice: 0.406193 loss_class_aux: 13.173300 loss_bbox_aux: 0.993672 loss_giou_aux: 1.343786 loss_mask_aux: 2.348133 loss_dice_aux: 2.460940 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.174955 eta: 2:57:10 batch_cost: 0.6240 data_cost: 0.0020 ips: 12.8213 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:14] ppdet.engine.callbacks INFO: Epoch: [155] [220/264] learning_rate: 0.000100 loss_class: 1.818480 loss_bbox: 0.179731 loss_giou: 0.215777 loss_mask: 0.498977 loss_dice: 0.394746 loss_class_aux: 11.616732 loss_bbox_aux: 1.151235 loss_giou_aux: 1.374738 loss_mask_aux: 3.002549 loss_dice_aux: 2.409106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.661002 loss: 25.721045 eta: 2:57:00 batch_cost: 0.5727 data_cost: 0.0021 ips: 13.9700 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:20] ppdet.engine.callbacks INFO: Epoch: [155] [230/264] learning_rate: 0.000100 loss_class: 1.910831 loss_bbox: 0.147716 loss_giou: 0.206930 loss_mask: 0.407166 loss_dice: 0.401344 loss_class_aux: 11.888285 loss_bbox_aux: 0.988274 loss_giou_aux: 1.350315 loss_mask_aux: 2.540040 loss_dice_aux: 2.412604 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.956322 eta: 2:56:49 batch_cost: 0.5429 data_cost: 0.0016 ips: 14.7363 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:26] ppdet.engine.callbacks INFO: Epoch: [155] [240/264] learning_rate: 0.000100 loss_class: 2.073773 loss_bbox: 0.154093 loss_giou: 0.204284 loss_mask: 0.396032 loss_dice: 0.399756 loss_class_aux: 13.807652 loss_bbox_aux: 0.997416 loss_giou_aux: 1.314242 loss_mask_aux: 2.376133 loss_dice_aux: 2.435933 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.615596 loss: 26.084891 eta: 2:56:39 batch_cost: 0.5313 data_cost: 0.0015 ips: 15.0584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:31] ppdet.engine.callbacks INFO: Epoch: [155] [250/264] learning_rate: 0.000100 loss_class: 2.097265 loss_bbox: 0.154380 loss_giou: 0.207443 loss_mask: 0.349021 loss_dice: 0.360935 loss_class_aux: 13.097078 loss_bbox_aux: 1.003558 loss_giou_aux: 1.315388 loss_mask_aux: 2.122176 loss_dice_aux: 2.242366 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.222157 eta: 2:56:29 batch_cost: 0.5587 data_cost: 0.0016 ips: 14.3202 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:07:37] ppdet.engine.callbacks INFO: Epoch: [155] [260/264] learning_rate: 0.000100 loss_class: 1.948551 loss_bbox: 0.153603 loss_giou: 0.197678 loss_mask: 0.438986 loss_dice: 0.354656 loss_class_aux: 12.279871 loss_bbox_aux: 1.050389 loss_giou_aux: 1.275920 loss_mask_aux: 2.638114 loss_dice_aux: 2.172956 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.485309 loss: 23.475606 eta: 2:56:19 batch_cost: 0.5817 data_cost: 0.0015 ips: 13.7517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:08:42] ppdet.engine.callbacks INFO: Epoch: [156] [  0/264] learning_rate: 0.000100 loss_class: 2.004812 loss_bbox: 0.175293 loss_giou: 0.224633 loss_mask: 0.511833 loss_dice: 0.411865 loss_class_aux: 12.727906 loss_bbox_aux: 1.128008 loss_giou_aux: 1.436874 loss_mask_aux: 3.099322 loss_dice_aux: 2.557032 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.623454 loss: 23.713379 eta: 2:56:19 batch_cost: 1.8753 data_cost: 1.2598 ips: 4.2660 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:08:52] ppdet.engine.callbacks INFO: Epoch: [156] [ 10/264] learning_rate: 0.000100 loss_class: 1.838712 loss_bbox: 0.140296 loss_giou: 0.201000 loss_mask: 0.370479 loss_dice: 0.386163 loss_class_aux: 12.159793 loss_bbox_aux: 0.922011 loss_giou_aux: 1.321636 loss_mask_aux: 2.304412 loss_dice_aux: 2.354842 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.491779 eta: 2:56:10 batch_cost: 0.9319 data_cost: 0.0114 ips: 8.5845 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:08:59] ppdet.engine.callbacks INFO: Epoch: [156] [ 20/264] learning_rate: 0.000100 loss_class: 2.021955 loss_bbox: 0.182107 loss_giou: 0.210956 loss_mask: 0.419951 loss_dice: 0.406116 loss_class_aux: 13.529308 loss_bbox_aux: 1.151531 loss_giou_aux: 1.339075 loss_mask_aux: 2.592282 loss_dice_aux: 2.502721 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.549617 eta: 2:56:00 batch_cost: 0.7053 data_cost: 0.0035 ips: 11.3428 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:06] ppdet.engine.callbacks INFO: Epoch: [156] [ 30/264] learning_rate: 0.000100 loss_class: 2.011227 loss_bbox: 0.165576 loss_giou: 0.174394 loss_mask: 0.461951 loss_dice: 0.395572 loss_class_aux: 12.549175 loss_bbox_aux: 0.994881 loss_giou_aux: 1.134117 loss_mask_aux: 2.849361 loss_dice_aux: 2.400268 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.498143 loss: 25.048302 eta: 2:55:50 batch_cost: 0.6221 data_cost: 0.0026 ips: 12.8588 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:12] ppdet.engine.callbacks INFO: Epoch: [156] [ 40/264] learning_rate: 0.000100 loss_class: 1.792193 loss_bbox: 0.112353 loss_giou: 0.207541 loss_mask: 0.295415 loss_dice: 0.364455 loss_class_aux: 11.315533 loss_bbox_aux: 0.834151 loss_giou_aux: 1.345671 loss_mask_aux: 1.820135 loss_dice_aux: 2.221743 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.383873 loss: 20.292564 eta: 2:55:40 batch_cost: 0.5392 data_cost: 0.0024 ips: 14.8377 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:18] ppdet.engine.callbacks INFO: Epoch: [156] [ 50/264] learning_rate: 0.000100 loss_class: 1.990723 loss_bbox: 0.156404 loss_giou: 0.197234 loss_mask: 0.466846 loss_dice: 0.374367 loss_class_aux: 12.725504 loss_bbox_aux: 1.112989 loss_giou_aux: 1.323262 loss_mask_aux: 2.862377 loss_dice_aux: 2.298526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.124052 eta: 2:55:30 batch_cost: 0.6207 data_cost: 0.0022 ips: 12.8881 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:25] ppdet.engine.callbacks INFO: Epoch: [156] [ 60/264] learning_rate: 0.000100 loss_class: 1.846813 loss_bbox: 0.126369 loss_giou: 0.184784 loss_mask: 0.316948 loss_dice: 0.346917 loss_class_aux: 11.358884 loss_bbox_aux: 0.816175 loss_giou_aux: 1.180504 loss_mask_aux: 1.924948 loss_dice_aux: 2.127338 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.117149 eta: 2:55:20 batch_cost: 0.6432 data_cost: 0.0023 ips: 12.4384 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:31] ppdet.engine.callbacks INFO: Epoch: [156] [ 70/264] learning_rate: 0.000100 loss_class: 1.705601 loss_bbox: 0.111936 loss_giou: 0.182440 loss_mask: 0.316571 loss_dice: 0.331225 loss_class_aux: 10.996388 loss_bbox_aux: 0.771600 loss_giou_aux: 1.168323 loss_mask_aux: 1.920595 loss_dice_aux: 2.051682 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.064010 eta: 2:55:10 batch_cost: 0.6074 data_cost: 0.0022 ips: 13.1704 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:38] ppdet.engine.callbacks INFO: Epoch: [156] [ 80/264] learning_rate: 0.000100 loss_class: 2.215900 loss_bbox: 0.154697 loss_giou: 0.214644 loss_mask: 0.412798 loss_dice: 0.399677 loss_class_aux: 14.028315 loss_bbox_aux: 1.009980 loss_giou_aux: 1.369653 loss_mask_aux: 2.588512 loss_dice_aux: 2.444710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.504208 loss: 27.366099 eta: 2:55:00 batch_cost: 0.5997 data_cost: 0.0021 ips: 13.3411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:44] ppdet.engine.callbacks INFO: Epoch: [156] [ 90/264] learning_rate: 0.000100 loss_class: 1.998061 loss_bbox: 0.141077 loss_giou: 0.203504 loss_mask: 0.364105 loss_dice: 0.390981 loss_class_aux: 12.654630 loss_bbox_aux: 0.935515 loss_giou_aux: 1.279308 loss_mask_aux: 2.217336 loss_dice_aux: 2.334013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.382178 loss: 22.873281 eta: 2:54:50 batch_cost: 0.5745 data_cost: 0.0025 ips: 13.9258 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:50] ppdet.engine.callbacks INFO: Epoch: [156] [100/264] learning_rate: 0.000100 loss_class: 1.788882 loss_bbox: 0.137699 loss_giou: 0.198362 loss_mask: 0.365240 loss_dice: 0.361273 loss_class_aux: 11.201849 loss_bbox_aux: 0.933779 loss_giou_aux: 1.289014 loss_mask_aux: 2.314023 loss_dice_aux: 2.246362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.744138 eta: 2:54:40 batch_cost: 0.5910 data_cost: 0.0024 ips: 13.5362 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:09:56] ppdet.engine.callbacks INFO: Epoch: [156] [110/264] learning_rate: 0.000100 loss_class: 1.888573 loss_bbox: 0.154487 loss_giou: 0.209127 loss_mask: 0.349545 loss_dice: 0.365939 loss_class_aux: 11.864222 loss_bbox_aux: 1.016457 loss_giou_aux: 1.324205 loss_mask_aux: 2.310034 loss_dice_aux: 2.246780 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.176875 eta: 2:54:30 batch_cost: 0.6057 data_cost: 0.0023 ips: 13.2089 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:03] ppdet.engine.callbacks INFO: Epoch: [156] [120/264] learning_rate: 0.000100 loss_class: 1.895917 loss_bbox: 0.157234 loss_giou: 0.202651 loss_mask: 0.454344 loss_dice: 0.415542 loss_class_aux: 12.434698 loss_bbox_aux: 1.079188 loss_giou_aux: 1.311635 loss_mask_aux: 2.934862 loss_dice_aux: 2.485223 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.815443 loss: 25.284816 eta: 2:54:20 batch_cost: 0.6273 data_cost: 0.0024 ips: 12.7527 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:09] ppdet.engine.callbacks INFO: Epoch: [156] [130/264] learning_rate: 0.000100 loss_class: 1.809591 loss_bbox: 0.149724 loss_giou: 0.191919 loss_mask: 0.465501 loss_dice: 0.397471 loss_class_aux: 11.344818 loss_bbox_aux: 0.988219 loss_giou_aux: 1.245241 loss_mask_aux: 2.818986 loss_dice_aux: 2.411439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.378240 eta: 2:54:10 batch_cost: 0.6096 data_cost: 0.0023 ips: 13.1227 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:13] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:10:13] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:10:16] ppdet.engine.callbacks INFO: Epoch: [156] [140/264] learning_rate: 0.000100 loss_class: 1.712092 loss_bbox: 0.142211 loss_giou: 0.195274 loss_mask: 0.313211 loss_dice: 0.371223 loss_class_aux: 11.090225 loss_bbox_aux: 0.939126 loss_giou_aux: 1.228979 loss_mask_aux: 1.932980 loss_dice_aux: 2.240393 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.054158 loss: 21.496117 eta: 2:54:00 batch_cost: 0.6034 data_cost: 0.0022 ips: 13.2587 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:22] ppdet.engine.callbacks INFO: Epoch: [156] [150/264] learning_rate: 0.000100 loss_class: 1.792014 loss_bbox: 0.131945 loss_giou: 0.193429 loss_mask: 0.367314 loss_dice: 0.364162 loss_class_aux: 11.123855 loss_bbox_aux: 0.888064 loss_giou_aux: 1.242799 loss_mask_aux: 2.275003 loss_dice_aux: 2.153510 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.833148 eta: 2:53:51 batch_cost: 0.6048 data_cost: 0.0033 ips: 13.2277 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:28] ppdet.engine.callbacks INFO: Epoch: [156] [160/264] learning_rate: 0.000100 loss_class: 1.747471 loss_bbox: 0.145112 loss_giou: 0.196526 loss_mask: 0.356395 loss_dice: 0.377443 loss_class_aux: 11.201464 loss_bbox_aux: 0.947181 loss_giou_aux: 1.274509 loss_mask_aux: 2.113599 loss_dice_aux: 2.217695 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.457558 eta: 2:53:41 batch_cost: 0.5933 data_cost: 0.0024 ips: 13.4843 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:34] ppdet.engine.callbacks INFO: Epoch: [156] [170/264] learning_rate: 0.000100 loss_class: 1.770012 loss_bbox: 0.125309 loss_giou: 0.198461 loss_mask: 0.360621 loss_dice: 0.399165 loss_class_aux: 11.491606 loss_bbox_aux: 0.826764 loss_giou_aux: 1.288869 loss_mask_aux: 2.129957 loss_dice_aux: 2.439177 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.634376 eta: 2:53:31 batch_cost: 0.5838 data_cost: 0.0022 ips: 13.7033 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:41] ppdet.engine.callbacks INFO: Epoch: [156] [180/264] learning_rate: 0.000100 loss_class: 1.881429 loss_bbox: 0.147690 loss_giou: 0.198640 loss_mask: 0.367291 loss_dice: 0.386125 loss_class_aux: 11.678162 loss_bbox_aux: 1.035752 loss_giou_aux: 1.276933 loss_mask_aux: 2.497170 loss_dice_aux: 2.368143 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.781912 eta: 2:53:21 batch_cost: 0.6027 data_cost: 0.0028 ips: 13.2744 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:47] ppdet.engine.callbacks INFO: Epoch: [156] [190/264] learning_rate: 0.000100 loss_class: 2.079967 loss_bbox: 0.174064 loss_giou: 0.246671 loss_mask: 0.513568 loss_dice: 0.439208 loss_class_aux: 12.748803 loss_bbox_aux: 1.175846 loss_giou_aux: 1.511935 loss_mask_aux: 3.004870 loss_dice_aux: 2.657987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.587560 eta: 2:53:11 batch_cost: 0.6008 data_cost: 0.0025 ips: 13.3166 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:10:54] ppdet.engine.callbacks INFO: Epoch: [156] [200/264] learning_rate: 0.000100 loss_class: 1.901277 loss_bbox: 0.143460 loss_giou: 0.194661 loss_mask: 0.399815 loss_dice: 0.382380 loss_class_aux: 12.063797 loss_bbox_aux: 0.948099 loss_giou_aux: 1.264736 loss_mask_aux: 2.448095 loss_dice_aux: 2.324390 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.476043 eta: 2:53:01 batch_cost: 0.6142 data_cost: 0.0027 ips: 13.0245 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:11:00] ppdet.engine.callbacks INFO: Epoch: [156] [210/264] learning_rate: 0.000100 loss_class: 1.749446 loss_bbox: 0.137967 loss_giou: 0.198554 loss_mask: 0.370778 loss_dice: 0.372889 loss_class_aux: 11.254916 loss_bbox_aux: 0.926604 loss_giou_aux: 1.231415 loss_mask_aux: 2.191612 loss_dice_aux: 2.268352 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.460757 eta: 2:52:51 batch_cost: 0.5581 data_cost: 0.0022 ips: 14.3339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:11:06] ppdet.engine.callbacks INFO: Epoch: [156] [220/264] learning_rate: 0.000100 loss_class: 2.091584 loss_bbox: 0.152595 loss_giou: 0.219841 loss_mask: 0.509969 loss_dice: 0.440442 loss_class_aux: 13.730017 loss_bbox_aux: 1.028763 loss_giou_aux: 1.417946 loss_mask_aux: 3.210611 loss_dice_aux: 2.731999 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.575163 loss: 26.112825 eta: 2:52:41 batch_cost: 0.5783 data_cost: 0.0025 ips: 13.8346 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:11:12] ppdet.engine.callbacks INFO: Epoch: [156] [230/264] learning_rate: 0.000100 loss_class: 2.109922 loss_bbox: 0.204213 loss_giou: 0.234300 loss_mask: 0.534920 loss_dice: 0.476668 loss_class_aux: 13.763209 loss_bbox_aux: 1.298515 loss_giou_aux: 1.522219 loss_mask_aux: 3.254700 loss_dice_aux: 3.016230 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 27.501673 eta: 2:52:31 batch_cost: 0.5997 data_cost: 0.0016 ips: 13.3402 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:11:18] ppdet.engine.callbacks INFO: Epoch: [156] [240/264] learning_rate: 0.000100 loss_class: 1.800038 loss_bbox: 0.146560 loss_giou: 0.190105 loss_mask: 0.311108 loss_dice: 0.375090 loss_class_aux: 11.195130 loss_bbox_aux: 0.971333 loss_giou_aux: 1.230539 loss_mask_aux: 1.893235 loss_dice_aux: 2.239239 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.877852 eta: 2:52:21 batch_cost: 0.5499 data_cost: 0.0018 ips: 14.5481 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:11:23] ppdet.engine.callbacks INFO: Epoch: [156] [250/264] learning_rate: 0.000100 loss_class: 1.715463 loss_bbox: 0.135230 loss_giou: 0.192416 loss_mask: 0.370235 loss_dice: 0.391263 loss_class_aux: 11.225374 loss_bbox_aux: 0.891563 loss_giou_aux: 1.244054 loss_mask_aux: 2.245480 loss_dice_aux: 2.321395 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.488591 loss: 21.636252 eta: 2:52:11 batch_cost: 0.5571 data_cost: 0.0024 ips: 14.3590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:11:29] ppdet.engine.callbacks INFO: Epoch: [156] [260/264] learning_rate: 0.000100 loss_class: 2.109813 loss_bbox: 0.150589 loss_giou: 0.215241 loss_mask: 0.452267 loss_dice: 0.402296 loss_class_aux: 13.353514 loss_bbox_aux: 1.023834 loss_giou_aux: 1.361137 loss_mask_aux: 2.779461 loss_dice_aux: 2.460493 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.994021 loss: 25.681099 eta: 2:52:01 batch_cost: 0.5707 data_cost: 0.0025 ips: 14.0171 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:12:32] ppdet.engine.callbacks INFO: Epoch: [157] [  0/264] learning_rate: 0.000100 loss_class: 2.109813 loss_bbox: 0.164647 loss_giou: 0.217838 loss_mask: 0.510718 loss_dice: 0.414869 loss_class_aux: 13.420578 loss_bbox_aux: 1.147282 loss_giou_aux: 1.397012 loss_mask_aux: 3.184333 loss_dice_aux: 2.499165 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.973019 loss: 25.426034 eta: 2:51:59 batch_cost: 1.5717 data_cost: 0.9671 ips: 5.0899 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:12:45] ppdet.engine.callbacks INFO: Epoch: [157] [ 10/264] learning_rate: 0.000100 loss_class: 1.713743 loss_bbox: 0.130921 loss_giou: 0.196158 loss_mask: 0.351267 loss_dice: 0.357256 loss_class_aux: 10.850880 loss_bbox_aux: 0.911949 loss_giou_aux: 1.257375 loss_mask_aux: 2.182752 loss_dice_aux: 2.157966 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.492243 eta: 2:51:51 batch_cost: 1.1766 data_cost: 0.2394 ips: 6.7991 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:12:52] ppdet.engine.callbacks INFO: Epoch: [157] [ 20/264] learning_rate: 0.000100 loss_class: 1.937279 loss_bbox: 0.169720 loss_giou: 0.202187 loss_mask: 0.460308 loss_dice: 0.403807 loss_class_aux: 12.348943 loss_bbox_aux: 1.057862 loss_giou_aux: 1.295255 loss_mask_aux: 2.828611 loss_dice_aux: 2.444021 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.935335 eta: 2:51:41 batch_cost: 0.6500 data_cost: 0.0033 ips: 12.3075 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:12:59] ppdet.engine.callbacks INFO: Epoch: [157] [ 30/264] learning_rate: 0.000100 loss_class: 1.915221 loss_bbox: 0.147845 loss_giou: 0.198920 loss_mask: 0.430052 loss_dice: 0.405378 loss_class_aux: 12.573892 loss_bbox_aux: 0.993766 loss_giou_aux: 1.287104 loss_mask_aux: 2.705195 loss_dice_aux: 2.547396 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.367070 eta: 2:51:32 batch_cost: 0.7449 data_cost: 0.0027 ips: 10.7399 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:06] ppdet.engine.callbacks INFO: Epoch: [157] [ 40/264] learning_rate: 0.000100 loss_class: 1.900275 loss_bbox: 0.147856 loss_giou: 0.200959 loss_mask: 0.386547 loss_dice: 0.372743 loss_class_aux: 12.345584 loss_bbox_aux: 0.998659 loss_giou_aux: 1.311263 loss_mask_aux: 2.368196 loss_dice_aux: 2.322840 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.613084 eta: 2:51:22 batch_cost: 0.6072 data_cost: 0.0026 ips: 13.1749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:12] ppdet.engine.callbacks INFO: Epoch: [157] [ 50/264] learning_rate: 0.000100 loss_class: 1.926383 loss_bbox: 0.140576 loss_giou: 0.205323 loss_mask: 0.361673 loss_dice: 0.380785 loss_class_aux: 12.159350 loss_bbox_aux: 0.911235 loss_giou_aux: 1.318698 loss_mask_aux: 2.234612 loss_dice_aux: 2.287540 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.430870 loss: 23.020418 eta: 2:51:12 batch_cost: 0.6150 data_cost: 0.0028 ips: 13.0073 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:19] ppdet.engine.callbacks INFO: Epoch: [157] [ 60/264] learning_rate: 0.000100 loss_class: 1.953816 loss_bbox: 0.158550 loss_giou: 0.215983 loss_mask: 0.453285 loss_dice: 0.392732 loss_class_aux: 12.370677 loss_bbox_aux: 1.086171 loss_giou_aux: 1.385408 loss_mask_aux: 2.759004 loss_dice_aux: 2.444769 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.233428 eta: 2:51:02 batch_cost: 0.5945 data_cost: 0.0024 ips: 13.4574 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:25] ppdet.engine.callbacks INFO: Epoch: [157] [ 70/264] learning_rate: 0.000100 loss_class: 1.839003 loss_bbox: 0.151179 loss_giou: 0.198212 loss_mask: 0.387364 loss_dice: 0.406158 loss_class_aux: 11.591252 loss_bbox_aux: 1.019718 loss_giou_aux: 1.281274 loss_mask_aux: 2.316035 loss_dice_aux: 2.448778 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.578118 loss: 23.257438 eta: 2:50:52 batch_cost: 0.6065 data_cost: 0.0022 ips: 13.1900 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:31] ppdet.engine.callbacks INFO: Epoch: [157] [ 80/264] learning_rate: 0.000100 loss_class: 1.787185 loss_bbox: 0.160586 loss_giou: 0.195951 loss_mask: 0.406350 loss_dice: 0.400570 loss_class_aux: 12.050896 loss_bbox_aux: 1.134424 loss_giou_aux: 1.274087 loss_mask_aux: 2.518769 loss_dice_aux: 2.430839 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.148410 eta: 2:50:42 batch_cost: 0.6097 data_cost: 0.0023 ips: 13.1209 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:38] ppdet.engine.callbacks INFO: Epoch: [157] [ 90/264] learning_rate: 0.000100 loss_class: 1.739239 loss_bbox: 0.129939 loss_giou: 0.173685 loss_mask: 0.359942 loss_dice: 0.381729 loss_class_aux: 11.590423 loss_bbox_aux: 0.901002 loss_giou_aux: 1.149219 loss_mask_aux: 2.289543 loss_dice_aux: 2.331795 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.046968 eta: 2:50:32 batch_cost: 0.6289 data_cost: 0.0025 ips: 12.7208 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:44] ppdet.engine.callbacks INFO: Epoch: [157] [100/264] learning_rate: 0.000100 loss_class: 2.258052 loss_bbox: 0.149899 loss_giou: 0.209985 loss_mask: 0.388093 loss_dice: 0.393555 loss_class_aux: 14.419605 loss_bbox_aux: 0.964639 loss_giou_aux: 1.339099 loss_mask_aux: 2.455328 loss_dice_aux: 2.442138 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.940343 eta: 2:50:22 batch_cost: 0.5597 data_cost: 0.0021 ips: 14.2943 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:50] ppdet.engine.callbacks INFO: Epoch: [157] [110/264] learning_rate: 0.000100 loss_class: 1.929761 loss_bbox: 0.143358 loss_giou: 0.191593 loss_mask: 0.365862 loss_dice: 0.346712 loss_class_aux: 12.495205 loss_bbox_aux: 1.008357 loss_giou_aux: 1.236485 loss_mask_aux: 2.198710 loss_dice_aux: 2.118733 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.220912 eta: 2:50:12 batch_cost: 0.6251 data_cost: 0.0024 ips: 12.7979 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:13:57] ppdet.engine.callbacks INFO: Epoch: [157] [120/264] learning_rate: 0.000100 loss_class: 1.878747 loss_bbox: 0.173291 loss_giou: 0.194262 loss_mask: 0.442258 loss_dice: 0.416349 loss_class_aux: 12.464920 loss_bbox_aux: 1.142728 loss_giou_aux: 1.272808 loss_mask_aux: 2.788663 loss_dice_aux: 2.538635 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.954930 eta: 2:50:02 batch_cost: 0.6123 data_cost: 0.0022 ips: 13.0650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:03] ppdet.engine.callbacks INFO: Epoch: [157] [130/264] learning_rate: 0.000100 loss_class: 2.015577 loss_bbox: 0.159246 loss_giou: 0.219330 loss_mask: 0.448371 loss_dice: 0.405291 loss_class_aux: 13.098276 loss_bbox_aux: 1.029288 loss_giou_aux: 1.372455 loss_mask_aux: 2.452475 loss_dice_aux: 2.407748 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.490264 eta: 2:49:53 batch_cost: 0.5845 data_cost: 0.0025 ips: 13.6866 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:09] ppdet.engine.callbacks INFO: Epoch: [157] [140/264] learning_rate: 0.000100 loss_class: 1.768750 loss_bbox: 0.139778 loss_giou: 0.191499 loss_mask: 0.394583 loss_dice: 0.371244 loss_class_aux: 11.643651 loss_bbox_aux: 0.969137 loss_giou_aux: 1.218842 loss_mask_aux: 2.343237 loss_dice_aux: 2.231847 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.504645 eta: 2:49:43 batch_cost: 0.6251 data_cost: 0.0022 ips: 12.7985 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:16] ppdet.engine.callbacks INFO: Epoch: [157] [150/264] learning_rate: 0.000100 loss_class: 2.012535 loss_bbox: 0.152711 loss_giou: 0.192679 loss_mask: 0.437357 loss_dice: 0.427122 loss_class_aux: 13.286335 loss_bbox_aux: 1.101988 loss_giou_aux: 1.282617 loss_mask_aux: 2.643841 loss_dice_aux: 2.627488 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.392218 eta: 2:49:33 batch_cost: 0.6373 data_cost: 0.0023 ips: 12.5528 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:22] ppdet.engine.callbacks INFO: Epoch: [157] [160/264] learning_rate: 0.000100 loss_class: 1.918383 loss_bbox: 0.164624 loss_giou: 0.204362 loss_mask: 0.428939 loss_dice: 0.404628 loss_class_aux: 12.470307 loss_bbox_aux: 1.081095 loss_giou_aux: 1.325137 loss_mask_aux: 2.593189 loss_dice_aux: 2.469526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.549337 eta: 2:49:23 batch_cost: 0.5865 data_cost: 0.0019 ips: 13.6395 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:28] ppdet.engine.callbacks INFO: Epoch: [157] [170/264] learning_rate: 0.000100 loss_class: 1.817599 loss_bbox: 0.143170 loss_giou: 0.203354 loss_mask: 0.402077 loss_dice: 0.383995 loss_class_aux: 11.765517 loss_bbox_aux: 0.914758 loss_giou_aux: 1.301945 loss_mask_aux: 2.182374 loss_dice_aux: 2.303810 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.002325 eta: 2:49:13 batch_cost: 0.5862 data_cost: 0.0019 ips: 13.6482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:35] ppdet.engine.callbacks INFO: Epoch: [157] [180/264] learning_rate: 0.000100 loss_class: 1.847263 loss_bbox: 0.140691 loss_giou: 0.213358 loss_mask: 0.299609 loss_dice: 0.410893 loss_class_aux: 11.414628 loss_bbox_aux: 0.900395 loss_giou_aux: 1.320922 loss_mask_aux: 1.817405 loss_dice_aux: 2.483945 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.639019 loss: 22.083470 eta: 2:49:03 batch_cost: 0.5848 data_cost: 0.0023 ips: 13.6790 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:41] ppdet.engine.callbacks INFO: Epoch: [157] [190/264] learning_rate: 0.000100 loss_class: 1.865300 loss_bbox: 0.131901 loss_giou: 0.209055 loss_mask: 0.337686 loss_dice: 0.376266 loss_class_aux: 12.068593 loss_bbox_aux: 0.912050 loss_giou_aux: 1.323897 loss_mask_aux: 2.049495 loss_dice_aux: 2.272768 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.996797 eta: 2:48:53 batch_cost: 0.6137 data_cost: 0.0024 ips: 13.0348 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:47] ppdet.engine.callbacks INFO: Epoch: [157] [200/264] learning_rate: 0.000100 loss_class: 1.759504 loss_bbox: 0.153679 loss_giou: 0.170097 loss_mask: 0.466496 loss_dice: 0.390338 loss_class_aux: 12.342231 loss_bbox_aux: 1.085262 loss_giou_aux: 1.164392 loss_mask_aux: 2.724345 loss_dice_aux: 2.326569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.689042 eta: 2:48:43 batch_cost: 0.6091 data_cost: 0.0023 ips: 13.1350 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:54] ppdet.engine.callbacks INFO: Epoch: [157] [210/264] learning_rate: 0.000100 loss_class: 1.753040 loss_bbox: 0.126782 loss_giou: 0.180420 loss_mask: 0.343597 loss_dice: 0.360523 loss_class_aux: 11.170077 loss_bbox_aux: 0.846941 loss_giou_aux: 1.208349 loss_mask_aux: 2.065870 loss_dice_aux: 2.194127 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.259959 eta: 2:48:33 batch_cost: 0.5842 data_cost: 0.0022 ips: 13.6933 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:14:59] ppdet.engine.callbacks INFO: Epoch: [157] [220/264] learning_rate: 0.000100 loss_class: 1.869988 loss_bbox: 0.142277 loss_giou: 0.192412 loss_mask: 0.444636 loss_dice: 0.393651 loss_class_aux: 11.505579 loss_bbox_aux: 0.947976 loss_giou_aux: 1.250611 loss_mask_aux: 2.612695 loss_dice_aux: 2.361289 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.719974 loss: 22.912309 eta: 2:48:23 batch_cost: 0.5641 data_cost: 0.0020 ips: 14.1830 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:15:02] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:15:02] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:15:06] ppdet.engine.callbacks INFO: Epoch: [157] [230/264] learning_rate: 0.000100 loss_class: 1.939242 loss_bbox: 0.139495 loss_giou: 0.205046 loss_mask: 0.401630 loss_dice: 0.379943 loss_class_aux: 11.780595 loss_bbox_aux: 0.927882 loss_giou_aux: 1.369058 loss_mask_aux: 2.501332 loss_dice_aux: 2.319813 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.489059 eta: 2:48:13 batch_cost: 0.5766 data_cost: 0.0017 ips: 13.8747 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:15:11] ppdet.engine.callbacks INFO: Epoch: [157] [240/264] learning_rate: 0.000100 loss_class: 1.772781 loss_bbox: 0.130063 loss_giou: 0.187544 loss_mask: 0.389171 loss_dice: 0.367010 loss_class_aux: 11.379312 loss_bbox_aux: 0.876984 loss_giou_aux: 1.230490 loss_mask_aux: 2.347637 loss_dice_aux: 2.175294 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.376666 loss: 22.307050 eta: 2:48:03 batch_cost: 0.5505 data_cost: 0.0016 ips: 14.5319 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:15:17] ppdet.engine.callbacks INFO: Epoch: [157] [250/264] learning_rate: 0.000100 loss_class: 1.874267 loss_bbox: 0.180547 loss_giou: 0.226422 loss_mask: 0.533765 loss_dice: 0.423839 loss_class_aux: 12.043216 loss_bbox_aux: 1.210770 loss_giou_aux: 1.417053 loss_mask_aux: 3.174678 loss_dice_aux: 2.571965 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.281725 eta: 2:47:53 batch_cost: 0.5922 data_cost: 0.0015 ips: 13.5091 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:15:23] ppdet.engine.callbacks INFO: Epoch: [157] [260/264] learning_rate: 0.000100 loss_class: 2.064558 loss_bbox: 0.179543 loss_giou: 0.210702 loss_mask: 0.563794 loss_dice: 0.457646 loss_class_aux: 12.884685 loss_bbox_aux: 1.178588 loss_giou_aux: 1.331720 loss_mask_aux: 3.332634 loss_dice_aux: 2.720081 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.537294 loss: 27.027804 eta: 2:47:43 batch_cost: 0.5569 data_cost: 0.0016 ips: 14.3662 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:16:30] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:16:30] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:16:31] ppdet.engine.callbacks INFO: Epoch: [158] [  0/264] learning_rate: 0.000100 loss_class: 2.027500 loss_bbox: 0.165224 loss_giou: 0.232264 loss_mask: 0.473191 loss_dice: 0.463887 loss_class_aux: 12.600028 loss_bbox_aux: 1.163311 loss_giou_aux: 1.449343 loss_mask_aux: 2.957256 loss_dice_aux: 2.763299 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.762492 loss: 26.037457 eta: 2:47:43 batch_cost: 2.0793 data_cost: 1.4879 ips: 3.8474 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:16:40] ppdet.engine.callbacks INFO: Epoch: [158] [ 10/264] learning_rate: 0.000100 loss_class: 1.992859 loss_bbox: 0.159237 loss_giou: 0.220398 loss_mask: 0.420084 loss_dice: 0.434621 loss_class_aux: 13.032308 loss_bbox_aux: 1.112093 loss_giou_aux: 1.427597 loss_mask_aux: 2.494024 loss_dice_aux: 2.606404 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.238235 eta: 2:47:34 batch_cost: 0.8418 data_cost: 0.0035 ips: 9.5036 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:16:47] ppdet.engine.callbacks INFO: Epoch: [158] [ 20/264] learning_rate: 0.000100 loss_class: 1.741512 loss_bbox: 0.147133 loss_giou: 0.203498 loss_mask: 0.388626 loss_dice: 0.404453 loss_class_aux: 11.293289 loss_bbox_aux: 0.950441 loss_giou_aux: 1.358649 loss_mask_aux: 2.386753 loss_dice_aux: 2.461571 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.431697 loss: 22.307571 eta: 2:47:24 batch_cost: 0.6501 data_cost: 0.0024 ips: 12.3065 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:16:54] ppdet.engine.callbacks INFO: Epoch: [158] [ 30/264] learning_rate: 0.000100 loss_class: 1.767517 loss_bbox: 0.142162 loss_giou: 0.200320 loss_mask: 0.358787 loss_dice: 0.380557 loss_class_aux: 11.539152 loss_bbox_aux: 0.954567 loss_giou_aux: 1.299397 loss_mask_aux: 2.152573 loss_dice_aux: 2.314283 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.909658 eta: 2:47:15 batch_cost: 0.6167 data_cost: 0.0024 ips: 12.9714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:00] ppdet.engine.callbacks INFO: Epoch: [158] [ 40/264] learning_rate: 0.000100 loss_class: 1.641879 loss_bbox: 0.131018 loss_giou: 0.165168 loss_mask: 0.392094 loss_dice: 0.351871 loss_class_aux: 10.470354 loss_bbox_aux: 0.910897 loss_giou_aux: 1.135481 loss_mask_aux: 2.405773 loss_dice_aux: 2.098900 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 19.974217 eta: 2:47:05 batch_cost: 0.6118 data_cost: 0.0020 ips: 13.0755 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:06] ppdet.engine.callbacks INFO: Epoch: [158] [ 50/264] learning_rate: 0.000100 loss_class: 1.818029 loss_bbox: 0.139724 loss_giou: 0.213778 loss_mask: 0.389672 loss_dice: 0.422883 loss_class_aux: 12.192271 loss_bbox_aux: 0.918693 loss_giou_aux: 1.372666 loss_mask_aux: 2.256098 loss_dice_aux: 2.586655 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.987672 eta: 2:46:55 batch_cost: 0.5931 data_cost: 0.0022 ips: 13.4877 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:12] ppdet.engine.callbacks INFO: Epoch: [158] [ 60/264] learning_rate: 0.000100 loss_class: 2.088927 loss_bbox: 0.163868 loss_giou: 0.229959 loss_mask: 0.460436 loss_dice: 0.443145 loss_class_aux: 13.355293 loss_bbox_aux: 1.075505 loss_giou_aux: 1.496502 loss_mask_aux: 2.853309 loss_dice_aux: 2.720321 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.221512 eta: 2:46:45 batch_cost: 0.5739 data_cost: 0.0022 ips: 13.9399 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:19] ppdet.engine.callbacks INFO: Epoch: [158] [ 70/264] learning_rate: 0.000100 loss_class: 1.965973 loss_bbox: 0.166140 loss_giou: 0.187299 loss_mask: 0.444367 loss_dice: 0.418242 loss_class_aux: 12.512666 loss_bbox_aux: 1.077308 loss_giou_aux: 1.232524 loss_mask_aux: 2.727890 loss_dice_aux: 2.505623 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.927167 eta: 2:46:35 batch_cost: 0.6030 data_cost: 0.0020 ips: 13.2670 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:25] ppdet.engine.callbacks INFO: Epoch: [158] [ 80/264] learning_rate: 0.000100 loss_class: 1.859092 loss_bbox: 0.147215 loss_giou: 0.199806 loss_mask: 0.374356 loss_dice: 0.407679 loss_class_aux: 11.801855 loss_bbox_aux: 1.029490 loss_giou_aux: 1.303227 loss_mask_aux: 2.275980 loss_dice_aux: 2.461244 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.531144 loss: 23.816404 eta: 2:46:25 batch_cost: 0.5994 data_cost: 0.0021 ips: 13.3464 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:32] ppdet.engine.callbacks INFO: Epoch: [158] [ 90/264] learning_rate: 0.000100 loss_class: 1.694774 loss_bbox: 0.123054 loss_giou: 0.189745 loss_mask: 0.358391 loss_dice: 0.373853 loss_class_aux: 10.746565 loss_bbox_aux: 0.863321 loss_giou_aux: 1.265113 loss_mask_aux: 2.223001 loss_dice_aux: 2.296420 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.044604 eta: 2:46:15 batch_cost: 0.6417 data_cost: 0.0019 ips: 12.4673 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:38] ppdet.engine.callbacks INFO: Epoch: [158] [100/264] learning_rate: 0.000100 loss_class: 1.760999 loss_bbox: 0.136825 loss_giou: 0.195052 loss_mask: 0.322697 loss_dice: 0.369567 loss_class_aux: 11.289547 loss_bbox_aux: 0.885190 loss_giou_aux: 1.323042 loss_mask_aux: 1.947950 loss_dice_aux: 2.306824 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.101486 loss: 22.165347 eta: 2:46:06 batch_cost: 0.6388 data_cost: 0.0025 ips: 12.5240 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:44] ppdet.engine.callbacks INFO: Epoch: [158] [110/264] learning_rate: 0.000100 loss_class: 1.944453 loss_bbox: 0.159423 loss_giou: 0.187991 loss_mask: 0.467707 loss_dice: 0.417362 loss_class_aux: 12.360701 loss_bbox_aux: 1.081076 loss_giou_aux: 1.265824 loss_mask_aux: 2.885597 loss_dice_aux: 2.580106 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.366185 eta: 2:45:56 batch_cost: 0.5642 data_cost: 0.0022 ips: 14.1798 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:50] ppdet.engine.callbacks INFO: Epoch: [158] [120/264] learning_rate: 0.000100 loss_class: 2.157515 loss_bbox: 0.152326 loss_giou: 0.204690 loss_mask: 0.513370 loss_dice: 0.413514 loss_class_aux: 13.844235 loss_bbox_aux: 1.086707 loss_giou_aux: 1.316380 loss_mask_aux: 3.025588 loss_dice_aux: 2.503447 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.479439 loss: 25.963425 eta: 2:45:46 batch_cost: 0.5760 data_cost: 0.0020 ips: 13.8894 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:17:57] ppdet.engine.callbacks INFO: Epoch: [158] [130/264] learning_rate: 0.000100 loss_class: 1.832629 loss_bbox: 0.180394 loss_giou: 0.216801 loss_mask: 0.439574 loss_dice: 0.435177 loss_class_aux: 11.799003 loss_bbox_aux: 1.159602 loss_giou_aux: 1.384849 loss_mask_aux: 2.581072 loss_dice_aux: 2.647017 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.367964 eta: 2:45:36 batch_cost: 0.6265 data_cost: 0.0022 ips: 12.7690 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:04] ppdet.engine.callbacks INFO: Epoch: [158] [140/264] learning_rate: 0.000100 loss_class: 2.054167 loss_bbox: 0.165381 loss_giou: 0.207499 loss_mask: 0.481457 loss_dice: 0.464837 loss_class_aux: 12.796476 loss_bbox_aux: 1.124228 loss_giou_aux: 1.352484 loss_mask_aux: 2.796533 loss_dice_aux: 2.768900 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.689009 eta: 2:45:26 batch_cost: 0.6197 data_cost: 0.0025 ips: 12.9105 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:10] ppdet.engine.callbacks INFO: Epoch: [158] [150/264] learning_rate: 0.000100 loss_class: 2.045913 loss_bbox: 0.135179 loss_giou: 0.176778 loss_mask: 0.429185 loss_dice: 0.376912 loss_class_aux: 13.247944 loss_bbox_aux: 0.933372 loss_giou_aux: 1.176802 loss_mask_aux: 2.674948 loss_dice_aux: 2.382416 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.611180 eta: 2:45:16 batch_cost: 0.6219 data_cost: 0.0025 ips: 12.8631 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:16] ppdet.engine.callbacks INFO: Epoch: [158] [160/264] learning_rate: 0.000100 loss_class: 2.080227 loss_bbox: 0.167426 loss_giou: 0.210208 loss_mask: 0.464132 loss_dice: 0.445395 loss_class_aux: 12.992136 loss_bbox_aux: 1.153332 loss_giou_aux: 1.396614 loss_mask_aux: 3.056253 loss_dice_aux: 2.769915 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.478005 loss: 25.832090 eta: 2:45:06 batch_cost: 0.5961 data_cost: 0.0024 ips: 13.4201 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:23] ppdet.engine.callbacks INFO: Epoch: [158] [170/264] learning_rate: 0.000100 loss_class: 1.773709 loss_bbox: 0.133267 loss_giou: 0.183929 loss_mask: 0.298721 loss_dice: 0.385991 loss_class_aux: 11.281079 loss_bbox_aux: 0.896877 loss_giou_aux: 1.207830 loss_mask_aux: 1.817372 loss_dice_aux: 2.310391 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.791554 eta: 2:44:57 batch_cost: 0.6306 data_cost: 0.0022 ips: 12.6858 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:29] ppdet.engine.callbacks INFO: Epoch: [158] [180/264] learning_rate: 0.000100 loss_class: 1.807710 loss_bbox: 0.159252 loss_giou: 0.221857 loss_mask: 0.405583 loss_dice: 0.430495 loss_class_aux: 11.617655 loss_bbox_aux: 1.004427 loss_giou_aux: 1.437188 loss_mask_aux: 2.453320 loss_dice_aux: 2.560430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.449172 loss: 23.499459 eta: 2:44:47 batch_cost: 0.5787 data_cost: 0.0021 ips: 13.8241 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:35] ppdet.engine.callbacks INFO: Epoch: [158] [190/264] learning_rate: 0.000100 loss_class: 1.957714 loss_bbox: 0.153174 loss_giou: 0.213789 loss_mask: 0.385716 loss_dice: 0.424693 loss_class_aux: 12.558962 loss_bbox_aux: 1.023835 loss_giou_aux: 1.374378 loss_mask_aux: 2.338437 loss_dice_aux: 2.585784 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.732582 loss: 24.905978 eta: 2:44:37 batch_cost: 0.5856 data_cost: 0.0018 ips: 13.6620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:41] ppdet.engine.callbacks INFO: Epoch: [158] [200/264] learning_rate: 0.000100 loss_class: 1.818181 loss_bbox: 0.145693 loss_giou: 0.203941 loss_mask: 0.381690 loss_dice: 0.384409 loss_class_aux: 11.864262 loss_bbox_aux: 0.990891 loss_giou_aux: 1.313922 loss_mask_aux: 2.174003 loss_dice_aux: 2.341324 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.114362 eta: 2:44:27 batch_cost: 0.5839 data_cost: 0.0023 ips: 13.6999 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:48] ppdet.engine.callbacks INFO: Epoch: [158] [210/264] learning_rate: 0.000100 loss_class: 1.945232 loss_bbox: 0.143073 loss_giou: 0.217452 loss_mask: 0.410346 loss_dice: 0.384990 loss_class_aux: 11.997875 loss_bbox_aux: 0.994363 loss_giou_aux: 1.379068 loss_mask_aux: 2.491165 loss_dice_aux: 2.310935 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.818413 eta: 2:44:17 batch_cost: 0.6049 data_cost: 0.0027 ips: 13.2256 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:18:54] ppdet.engine.callbacks INFO: Epoch: [158] [220/264] learning_rate: 0.000100 loss_class: 1.784224 loss_bbox: 0.124698 loss_giou: 0.186009 loss_mask: 0.340915 loss_dice: 0.372628 loss_class_aux: 11.303556 loss_bbox_aux: 0.874444 loss_giou_aux: 1.233356 loss_mask_aux: 2.064593 loss_dice_aux: 2.308713 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.426930 eta: 2:44:07 batch_cost: 0.5648 data_cost: 0.0019 ips: 14.1655 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:19:00] ppdet.engine.callbacks INFO: Epoch: [158] [230/264] learning_rate: 0.000100 loss_class: 2.157275 loss_bbox: 0.178133 loss_giou: 0.223081 loss_mask: 0.453570 loss_dice: 0.447282 loss_class_aux: 13.399090 loss_bbox_aux: 1.161334 loss_giou_aux: 1.458958 loss_mask_aux: 3.024873 loss_dice_aux: 2.735696 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.649464 eta: 2:43:57 batch_cost: 0.5621 data_cost: 0.0017 ips: 14.2322 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:19:06] ppdet.engine.callbacks INFO: Epoch: [158] [240/264] learning_rate: 0.000100 loss_class: 1.860801 loss_bbox: 0.148082 loss_giou: 0.197942 loss_mask: 0.421210 loss_dice: 0.402459 loss_class_aux: 11.796728 loss_bbox_aux: 0.970750 loss_giou_aux: 1.329676 loss_mask_aux: 2.568514 loss_dice_aux: 2.499809 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.105087 eta: 2:43:47 batch_cost: 0.6180 data_cost: 0.0017 ips: 12.9450 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:19:12] ppdet.engine.callbacks INFO: Epoch: [158] [250/264] learning_rate: 0.000100 loss_class: 1.937801 loss_bbox: 0.160963 loss_giou: 0.191485 loss_mask: 0.366194 loss_dice: 0.389112 loss_class_aux: 12.348658 loss_bbox_aux: 1.038400 loss_giou_aux: 1.250310 loss_mask_aux: 2.280858 loss_dice_aux: 2.367659 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.432048 eta: 2:43:37 batch_cost: 0.5665 data_cost: 0.0015 ips: 14.1213 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:19:18] ppdet.engine.callbacks INFO: Epoch: [158] [260/264] learning_rate: 0.000100 loss_class: 1.906896 loss_bbox: 0.121627 loss_giou: 0.190500 loss_mask: 0.309603 loss_dice: 0.341168 loss_class_aux: 11.734206 loss_bbox_aux: 0.838257 loss_giou_aux: 1.253372 loss_mask_aux: 2.086256 loss_dice_aux: 2.214839 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.500139 eta: 2:43:27 batch_cost: 0.5625 data_cost: 0.0015 ips: 14.2217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:20:21] ppdet.engine.callbacks INFO: Epoch: [159] [  0/264] learning_rate: 0.000100 loss_class: 2.042344 loss_bbox: 0.136064 loss_giou: 0.194301 loss_mask: 0.321403 loss_dice: 0.362640 loss_class_aux: 13.300796 loss_bbox_aux: 1.006133 loss_giou_aux: 1.318746 loss_mask_aux: 2.599907 loss_dice_aux: 2.259578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.695535 eta: 2:43:26 batch_cost: 1.6821 data_cost: 1.0153 ips: 4.7559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:20:33] ppdet.engine.callbacks INFO: Epoch: [159] [ 10/264] learning_rate: 0.000100 loss_class: 1.797230 loss_bbox: 0.170355 loss_giou: 0.207445 loss_mask: 0.466875 loss_dice: 0.396296 loss_class_aux: 11.711041 loss_bbox_aux: 1.098513 loss_giou_aux: 1.294873 loss_mask_aux: 2.723155 loss_dice_aux: 2.399578 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.537377 eta: 2:43:18 batch_cost: 1.0715 data_cost: 0.1802 ips: 7.4659 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:20:39] ppdet.engine.callbacks INFO: Epoch: [159] [ 20/264] learning_rate: 0.000100 loss_class: 1.745465 loss_bbox: 0.131182 loss_giou: 0.193049 loss_mask: 0.326975 loss_dice: 0.377433 loss_class_aux: 11.475862 loss_bbox_aux: 0.944279 loss_giou_aux: 1.241353 loss_mask_aux: 2.382133 loss_dice_aux: 2.228690 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.363173 eta: 2:43:08 batch_cost: 0.6384 data_cost: 0.0025 ips: 12.5308 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:20:46] ppdet.engine.callbacks INFO: Epoch: [159] [ 30/264] learning_rate: 0.000100 loss_class: 1.860772 loss_bbox: 0.126937 loss_giou: 0.179301 loss_mask: 0.365194 loss_dice: 0.343416 loss_class_aux: 11.676472 loss_bbox_aux: 0.853310 loss_giou_aux: 1.171952 loss_mask_aux: 2.190325 loss_dice_aux: 2.107070 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.830399 loss: 22.216991 eta: 2:42:58 batch_cost: 0.6593 data_cost: 0.0034 ips: 12.1341 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:20:53] ppdet.engine.callbacks INFO: Epoch: [159] [ 40/264] learning_rate: 0.000100 loss_class: 2.002784 loss_bbox: 0.143085 loss_giou: 0.200024 loss_mask: 0.380860 loss_dice: 0.411772 loss_class_aux: 12.186692 loss_bbox_aux: 0.918842 loss_giou_aux: 1.301378 loss_mask_aux: 2.438161 loss_dice_aux: 2.462987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.386434 loss: 24.066849 eta: 2:42:48 batch_cost: 0.6183 data_cost: 0.0028 ips: 12.9383 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:00] ppdet.engine.callbacks INFO: Epoch: [159] [ 50/264] learning_rate: 0.000100 loss_class: 1.578977 loss_bbox: 0.133128 loss_giou: 0.186571 loss_mask: 0.392175 loss_dice: 0.352070 loss_class_aux: 10.382114 loss_bbox_aux: 0.895880 loss_giou_aux: 1.193349 loss_mask_aux: 2.366921 loss_dice_aux: 2.176414 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.821049 eta: 2:42:39 batch_cost: 0.6424 data_cost: 0.0027 ips: 12.4532 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:06] ppdet.engine.callbacks INFO: Epoch: [159] [ 60/264] learning_rate: 0.000100 loss_class: 2.125252 loss_bbox: 0.183927 loss_giou: 0.223157 loss_mask: 0.479867 loss_dice: 0.434734 loss_class_aux: 13.072365 loss_bbox_aux: 1.260017 loss_giou_aux: 1.469733 loss_mask_aux: 2.938309 loss_dice_aux: 2.728508 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.549444 loss: 26.456812 eta: 2:42:29 batch_cost: 0.5889 data_cost: 0.0022 ips: 13.5850 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:12] ppdet.engine.callbacks INFO: Epoch: [159] [ 70/264] learning_rate: 0.000100 loss_class: 1.727735 loss_bbox: 0.158927 loss_giou: 0.205399 loss_mask: 0.426878 loss_dice: 0.400162 loss_class_aux: 11.032392 loss_bbox_aux: 1.024184 loss_giou_aux: 1.303448 loss_mask_aux: 2.634777 loss_dice_aux: 2.435458 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.260380 loss: 22.082737 eta: 2:42:19 batch_cost: 0.6060 data_cost: 0.0022 ips: 13.2009 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:19] ppdet.engine.callbacks INFO: Epoch: [159] [ 80/264] learning_rate: 0.000100 loss_class: 2.070596 loss_bbox: 0.167459 loss_giou: 0.202611 loss_mask: 0.434072 loss_dice: 0.407017 loss_class_aux: 13.004467 loss_bbox_aux: 1.129759 loss_giou_aux: 1.339208 loss_mask_aux: 2.740173 loss_dice_aux: 2.558874 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.313219 eta: 2:42:09 batch_cost: 0.6439 data_cost: 0.0031 ips: 12.4251 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:25] ppdet.engine.callbacks INFO: Epoch: [159] [ 90/264] learning_rate: 0.000100 loss_class: 1.917665 loss_bbox: 0.149676 loss_giou: 0.216498 loss_mask: 0.474472 loss_dice: 0.437202 loss_class_aux: 12.550244 loss_bbox_aux: 1.041997 loss_giou_aux: 1.431618 loss_mask_aux: 2.828147 loss_dice_aux: 2.658439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.795010 eta: 2:41:59 batch_cost: 0.5783 data_cost: 0.0024 ips: 13.8340 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:31] ppdet.engine.callbacks INFO: Epoch: [159] [100/264] learning_rate: 0.000100 loss_class: 1.760993 loss_bbox: 0.126468 loss_giou: 0.176721 loss_mask: 0.341164 loss_dice: 0.334278 loss_class_aux: 10.914129 loss_bbox_aux: 0.866613 loss_giou_aux: 1.157704 loss_mask_aux: 2.063329 loss_dice_aux: 2.083185 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.228967 eta: 2:41:50 batch_cost: 0.5895 data_cost: 0.0022 ips: 13.5705 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:38] ppdet.engine.callbacks INFO: Epoch: [159] [110/264] learning_rate: 0.000100 loss_class: 1.637647 loss_bbox: 0.150911 loss_giou: 0.177981 loss_mask: 0.461621 loss_dice: 0.357740 loss_class_aux: 10.574338 loss_bbox_aux: 1.059545 loss_giou_aux: 1.176192 loss_mask_aux: 2.799002 loss_dice_aux: 2.205840 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.473246 loss: 21.206478 eta: 2:41:40 batch_cost: 0.6361 data_cost: 0.0025 ips: 12.5762 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:44] ppdet.engine.callbacks INFO: Epoch: [159] [120/264] learning_rate: 0.000100 loss_class: 1.873147 loss_bbox: 0.159931 loss_giou: 0.213135 loss_mask: 0.399999 loss_dice: 0.372853 loss_class_aux: 11.961616 loss_bbox_aux: 1.026548 loss_giou_aux: 1.369864 loss_mask_aux: 2.835984 loss_dice_aux: 2.324645 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.049099 eta: 2:41:30 batch_cost: 0.6221 data_cost: 0.0023 ips: 12.8593 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:50] ppdet.engine.callbacks INFO: Epoch: [159] [130/264] learning_rate: 0.000100 loss_class: 1.896323 loss_bbox: 0.142295 loss_giou: 0.191907 loss_mask: 0.367017 loss_dice: 0.380974 loss_class_aux: 11.712555 loss_bbox_aux: 0.981410 loss_giou_aux: 1.262608 loss_mask_aux: 2.315897 loss_dice_aux: 2.328359 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.229697 eta: 2:41:20 batch_cost: 0.5710 data_cost: 0.0022 ips: 14.0093 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:21:57] ppdet.engine.callbacks INFO: Epoch: [159] [140/264] learning_rate: 0.000100 loss_class: 1.909373 loss_bbox: 0.159826 loss_giou: 0.207375 loss_mask: 0.373344 loss_dice: 0.393474 loss_class_aux: 11.898808 loss_bbox_aux: 1.043820 loss_giou_aux: 1.350919 loss_mask_aux: 2.282597 loss_dice_aux: 2.372402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.089109 loss: 24.463807 eta: 2:41:10 batch_cost: 0.5913 data_cost: 0.0019 ips: 13.5286 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:03] ppdet.engine.callbacks INFO: Epoch: [159] [150/264] learning_rate: 0.000100 loss_class: 1.802492 loss_bbox: 0.136827 loss_giou: 0.178993 loss_mask: 0.375450 loss_dice: 0.383115 loss_class_aux: 11.186188 loss_bbox_aux: 0.897136 loss_giou_aux: 1.164370 loss_mask_aux: 2.274959 loss_dice_aux: 2.333803 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.320676 eta: 2:41:01 batch_cost: 0.6232 data_cost: 0.0020 ips: 12.8367 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:09] ppdet.engine.callbacks INFO: Epoch: [159] [160/264] learning_rate: 0.000100 loss_class: 1.693394 loss_bbox: 0.137588 loss_giou: 0.186247 loss_mask: 0.317396 loss_dice: 0.369085 loss_class_aux: 11.200260 loss_bbox_aux: 0.906086 loss_giou_aux: 1.228883 loss_mask_aux: 1.920885 loss_dice_aux: 2.231730 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.803208 eta: 2:40:51 batch_cost: 0.6132 data_cost: 0.0020 ips: 13.0469 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:16] ppdet.engine.callbacks INFO: Epoch: [159] [170/264] learning_rate: 0.000100 loss_class: 1.882061 loss_bbox: 0.145731 loss_giou: 0.197988 loss_mask: 0.391688 loss_dice: 0.387490 loss_class_aux: 11.998727 loss_bbox_aux: 0.947071 loss_giou_aux: 1.265614 loss_mask_aux: 2.402508 loss_dice_aux: 2.455430 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.871218 loss: 24.093211 eta: 2:40:41 batch_cost: 0.5877 data_cost: 0.0019 ips: 13.6132 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:22] ppdet.engine.callbacks INFO: Epoch: [159] [180/264] learning_rate: 0.000100 loss_class: 1.961082 loss_bbox: 0.157488 loss_giou: 0.189248 loss_mask: 0.439213 loss_dice: 0.399525 loss_class_aux: 12.252147 loss_bbox_aux: 1.076433 loss_giou_aux: 1.227626 loss_mask_aux: 2.891495 loss_dice_aux: 2.485089 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.625698 loss: 24.057510 eta: 2:40:31 batch_cost: 0.5974 data_cost: 0.0022 ips: 13.3918 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:28] ppdet.engine.callbacks INFO: Epoch: [159] [190/264] learning_rate: 0.000100 loss_class: 1.809516 loss_bbox: 0.128259 loss_giou: 0.199766 loss_mask: 0.352759 loss_dice: 0.393177 loss_class_aux: 11.495595 loss_bbox_aux: 0.900387 loss_giou_aux: 1.251199 loss_mask_aux: 2.132582 loss_dice_aux: 2.330028 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.272684 eta: 2:40:21 batch_cost: 0.6104 data_cost: 0.0026 ips: 13.1065 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:35] ppdet.engine.callbacks INFO: Epoch: [159] [200/264] learning_rate: 0.000100 loss_class: 1.960925 loss_bbox: 0.139300 loss_giou: 0.206495 loss_mask: 0.313842 loss_dice: 0.397776 loss_class_aux: 12.245043 loss_bbox_aux: 0.895224 loss_giou_aux: 1.329436 loss_mask_aux: 1.878411 loss_dice_aux: 2.395595 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.992393 eta: 2:40:12 batch_cost: 0.6456 data_cost: 0.0024 ips: 12.3922 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:37] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:22:37] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:22:41] ppdet.engine.callbacks INFO: Epoch: [159] [210/264] learning_rate: 0.000100 loss_class: 1.819090 loss_bbox: 0.162053 loss_giou: 0.202099 loss_mask: 0.385444 loss_dice: 0.393274 loss_class_aux: 11.833130 loss_bbox_aux: 1.065162 loss_giou_aux: 1.323700 loss_mask_aux: 2.382357 loss_dice_aux: 2.332266 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.490595 loss: 23.815962 eta: 2:40:02 batch_cost: 0.5649 data_cost: 0.0020 ips: 14.1626 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:47] ppdet.engine.callbacks INFO: Epoch: [159] [220/264] learning_rate: 0.000100 loss_class: 1.955793 loss_bbox: 0.141474 loss_giou: 0.198088 loss_mask: 0.378303 loss_dice: 0.397511 loss_class_aux: 11.687668 loss_bbox_aux: 0.942196 loss_giou_aux: 1.269540 loss_mask_aux: 2.307216 loss_dice_aux: 2.421456 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.444119 loss: 23.435173 eta: 2:39:52 batch_cost: 0.5411 data_cost: 0.0019 ips: 14.7834 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:53] ppdet.engine.callbacks INFO: Epoch: [159] [230/264] learning_rate: 0.000100 loss_class: 1.822676 loss_bbox: 0.148707 loss_giou: 0.189804 loss_mask: 0.455959 loss_dice: 0.386309 loss_class_aux: 11.234879 loss_bbox_aux: 0.961164 loss_giou_aux: 1.210883 loss_mask_aux: 2.681980 loss_dice_aux: 2.311347 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.258246 eta: 2:39:42 batch_cost: 0.5860 data_cost: 0.0021 ips: 13.6514 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:22:59] ppdet.engine.callbacks INFO: Epoch: [159] [240/264] learning_rate: 0.000100 loss_class: 1.863060 loss_bbox: 0.144703 loss_giou: 0.189739 loss_mask: 0.336437 loss_dice: 0.382844 loss_class_aux: 11.735261 loss_bbox_aux: 0.994926 loss_giou_aux: 1.243404 loss_mask_aux: 2.115010 loss_dice_aux: 2.323860 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.970357 eta: 2:39:32 batch_cost: 0.5777 data_cost: 0.0015 ips: 13.8487 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:23:04] ppdet.engine.callbacks INFO: Epoch: [159] [250/264] learning_rate: 0.000100 loss_class: 1.983175 loss_bbox: 0.142168 loss_giou: 0.202780 loss_mask: 0.418066 loss_dice: 0.393149 loss_class_aux: 12.325742 loss_bbox_aux: 0.972029 loss_giou_aux: 1.281104 loss_mask_aux: 2.542852 loss_dice_aux: 2.380334 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.759645 eta: 2:39:22 batch_cost: 0.5259 data_cost: 0.0015 ips: 15.2120 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:23:10] ppdet.engine.callbacks INFO: Epoch: [159] [260/264] learning_rate: 0.000100 loss_class: 1.871982 loss_bbox: 0.141755 loss_giou: 0.221427 loss_mask: 0.346935 loss_dice: 0.403700 loss_class_aux: 12.241807 loss_bbox_aux: 0.921623 loss_giou_aux: 1.430013 loss_mask_aux: 2.066020 loss_dice_aux: 2.394791 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.362394 loss: 23.647841 eta: 2:39:12 batch_cost: 0.5612 data_cost: 0.0015 ips: 14.2545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:24:04] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/159
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:24:09] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/159/inference/inference.yml
[05/14 07:24:09] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 07:24:10] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/159/inference
[05/14 07:24:14] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 07:24:22] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 07:24:29] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 07:24:32] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:24:32] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.65s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.516
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.716
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.619
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 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 ] = 0.396
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.725
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767
[05/14 07:24:34] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 12.39632896967386
[05/14 07:24:34] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 07:24:34] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/159
[05/14 07:24:34] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 07:24:34] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 07:24:37] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:24:42] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 07:24:42] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 07:24:43] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 07:25:00] ppdet.engine.callbacks INFO: Epoch: [160] [  0/264] learning_rate: 0.000100 loss_class: 2.049078 loss_bbox: 0.162763 loss_giou: 0.234618 loss_mask: 0.354828 loss_dice: 0.425708 loss_class_aux: 12.679000 loss_bbox_aux: 1.062344 loss_giou_aux: 1.494337 loss_mask_aux: 2.066020 loss_dice_aux: 2.672534 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.232951 loss: 24.717866 eta: 2:39:12 batch_cost: 1.9315 data_cost: 1.3165 ips: 4.1418 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:11] ppdet.engine.callbacks INFO: Epoch: [160] [ 10/264] learning_rate: 0.000100 loss_class: 1.747735 loss_bbox: 0.135921 loss_giou: 0.187590 loss_mask: 0.380410 loss_dice: 0.361380 loss_class_aux: 11.230425 loss_bbox_aux: 0.882650 loss_giou_aux: 1.205653 loss_mask_aux: 2.299589 loss_dice_aux: 2.197321 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.977553 eta: 2:39:03 batch_cost: 1.0840 data_cost: 0.2993 ips: 7.3799 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:17] ppdet.engine.callbacks INFO: Epoch: [160] [ 20/264] learning_rate: 0.000100 loss_class: 1.988911 loss_bbox: 0.180354 loss_giou: 0.216401 loss_mask: 0.387532 loss_dice: 0.417133 loss_class_aux: 12.612497 loss_bbox_aux: 1.121138 loss_giou_aux: 1.366923 loss_mask_aux: 2.519930 loss_dice_aux: 2.558397 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.432546 loss: 25.239365 eta: 2:38:53 batch_cost: 0.5927 data_cost: 0.0022 ips: 13.4968 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:24] ppdet.engine.callbacks INFO: Epoch: [160] [ 30/264] learning_rate: 0.000100 loss_class: 1.938070 loss_bbox: 0.154618 loss_giou: 0.202998 loss_mask: 0.388536 loss_dice: 0.400934 loss_class_aux: 12.330632 loss_bbox_aux: 1.047665 loss_giou_aux: 1.291665 loss_mask_aux: 2.409440 loss_dice_aux: 2.405482 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.653056 loss: 23.180566 eta: 2:38:43 batch_cost: 0.6625 data_cost: 0.0029 ips: 12.0751 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:31] ppdet.engine.callbacks INFO: Epoch: [160] [ 40/264] learning_rate: 0.000100 loss_class: 1.746545 loss_bbox: 0.157377 loss_giou: 0.180691 loss_mask: 0.399290 loss_dice: 0.402650 loss_class_aux: 11.264769 loss_bbox_aux: 1.019398 loss_giou_aux: 1.178731 loss_mask_aux: 2.433578 loss_dice_aux: 2.450145 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.391849 eta: 2:38:34 batch_cost: 0.6429 data_cost: 0.0025 ips: 12.4442 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:37] ppdet.engine.callbacks INFO: Epoch: [160] [ 50/264] learning_rate: 0.000100 loss_class: 1.860859 loss_bbox: 0.141065 loss_giou: 0.226071 loss_mask: 0.345135 loss_dice: 0.411683 loss_class_aux: 12.030753 loss_bbox_aux: 0.947681 loss_giou_aux: 1.435828 loss_mask_aux: 2.141572 loss_dice_aux: 2.557707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.762103 eta: 2:38:24 batch_cost: 0.5776 data_cost: 0.0020 ips: 13.8504 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:43] ppdet.engine.callbacks INFO: Epoch: [160] [ 60/264] learning_rate: 0.000100 loss_class: 1.720112 loss_bbox: 0.141760 loss_giou: 0.173555 loss_mask: 0.363328 loss_dice: 0.356559 loss_class_aux: 11.160767 loss_bbox_aux: 0.931307 loss_giou_aux: 1.167135 loss_mask_aux: 2.231331 loss_dice_aux: 2.191710 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.206402 eta: 2:38:14 batch_cost: 0.6063 data_cost: 0.0022 ips: 13.1940 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:50] ppdet.engine.callbacks INFO: Epoch: [160] [ 70/264] learning_rate: 0.000100 loss_class: 1.813548 loss_bbox: 0.159010 loss_giou: 0.208094 loss_mask: 0.393821 loss_dice: 0.390034 loss_class_aux: 11.495296 loss_bbox_aux: 1.046731 loss_giou_aux: 1.329688 loss_mask_aux: 2.432007 loss_dice_aux: 2.383924 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.461856 loss: 23.016557 eta: 2:38:04 batch_cost: 0.5944 data_cost: 0.0022 ips: 13.4582 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:25:56] ppdet.engine.callbacks INFO: Epoch: [160] [ 80/264] learning_rate: 0.000100 loss_class: 1.892371 loss_bbox: 0.146627 loss_giou: 0.196102 loss_mask: 0.351405 loss_dice: 0.375645 loss_class_aux: 11.497384 loss_bbox_aux: 0.978140 loss_giou_aux: 1.254308 loss_mask_aux: 2.184269 loss_dice_aux: 2.298516 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.094672 eta: 2:37:55 batch_cost: 0.6481 data_cost: 0.0024 ips: 12.3434 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:01] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:26:01] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:26:02] ppdet.engine.callbacks INFO: Epoch: [160] [ 90/264] learning_rate: 0.000100 loss_class: 2.032629 loss_bbox: 0.157986 loss_giou: 0.220063 loss_mask: 0.479079 loss_dice: 0.394509 loss_class_aux: 12.357328 loss_bbox_aux: 1.050223 loss_giou_aux: 1.422603 loss_mask_aux: 2.876713 loss_dice_aux: 2.385637 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.420845 loss: 24.353946 eta: 2:37:45 batch_cost: 0.5612 data_cost: 0.0019 ips: 14.2545 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:09] ppdet.engine.callbacks INFO: Epoch: [160] [100/264] learning_rate: 0.000100 loss_class: 1.964122 loss_bbox: 0.151389 loss_giou: 0.187778 loss_mask: 0.393263 loss_dice: 0.380792 loss_class_aux: 12.601208 loss_bbox_aux: 1.005721 loss_giou_aux: 1.217751 loss_mask_aux: 2.433334 loss_dice_aux: 2.325980 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.907791 eta: 2:37:35 batch_cost: 0.6146 data_cost: 0.0019 ips: 13.0176 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:15] ppdet.engine.callbacks INFO: Epoch: [160] [110/264] learning_rate: 0.000100 loss_class: 1.983787 loss_bbox: 0.150583 loss_giou: 0.196215 loss_mask: 0.378827 loss_dice: 0.374617 loss_class_aux: 11.992775 loss_bbox_aux: 0.955569 loss_giou_aux: 1.270591 loss_mask_aux: 2.290365 loss_dice_aux: 2.264078 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.769005 eta: 2:37:25 batch_cost: 0.5769 data_cost: 0.0019 ips: 13.8668 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:21] ppdet.engine.callbacks INFO: Epoch: [160] [120/264] learning_rate: 0.000100 loss_class: 1.664025 loss_bbox: 0.140444 loss_giou: 0.196110 loss_mask: 0.323203 loss_dice: 0.341614 loss_class_aux: 10.684409 loss_bbox_aux: 0.903477 loss_giou_aux: 1.254233 loss_mask_aux: 1.979217 loss_dice_aux: 2.085366 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.148954 eta: 2:37:15 batch_cost: 0.5610 data_cost: 0.0021 ips: 14.2600 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:27] ppdet.engine.callbacks INFO: Epoch: [160] [130/264] learning_rate: 0.000100 loss_class: 1.852752 loss_bbox: 0.161263 loss_giou: 0.208548 loss_mask: 0.393946 loss_dice: 0.394421 loss_class_aux: 12.050638 loss_bbox_aux: 1.052446 loss_giou_aux: 1.357158 loss_mask_aux: 2.423925 loss_dice_aux: 2.406184 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.183760 eta: 2:37:06 batch_cost: 0.6370 data_cost: 0.0028 ips: 12.5584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:34] ppdet.engine.callbacks INFO: Epoch: [160] [140/264] learning_rate: 0.000100 loss_class: 1.982180 loss_bbox: 0.147990 loss_giou: 0.189929 loss_mask: 0.395058 loss_dice: 0.386853 loss_class_aux: 13.014893 loss_bbox_aux: 1.041550 loss_giou_aux: 1.293138 loss_mask_aux: 2.515632 loss_dice_aux: 2.489678 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.850295 eta: 2:36:56 batch_cost: 0.6245 data_cost: 0.0021 ips: 12.8109 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:40] ppdet.engine.callbacks INFO: Epoch: [160] [150/264] learning_rate: 0.000100 loss_class: 2.067510 loss_bbox: 0.159732 loss_giou: 0.212560 loss_mask: 0.423110 loss_dice: 0.416328 loss_class_aux: 12.940494 loss_bbox_aux: 1.066788 loss_giou_aux: 1.406882 loss_mask_aux: 2.549924 loss_dice_aux: 2.578657 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.238219 eta: 2:36:46 batch_cost: 0.5744 data_cost: 0.0022 ips: 13.9273 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:47] ppdet.engine.callbacks INFO: Epoch: [160] [160/264] learning_rate: 0.000100 loss_class: 2.136006 loss_bbox: 0.153153 loss_giou: 0.214195 loss_mask: 0.421373 loss_dice: 0.429459 loss_class_aux: 12.866748 loss_bbox_aux: 1.032934 loss_giou_aux: 1.364417 loss_mask_aux: 2.627579 loss_dice_aux: 2.607002 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.705616 eta: 2:36:36 batch_cost: 0.6548 data_cost: 0.0023 ips: 12.2170 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:53] ppdet.engine.callbacks INFO: Epoch: [160] [170/264] learning_rate: 0.000100 loss_class: 1.904038 loss_bbox: 0.124864 loss_giou: 0.201108 loss_mask: 0.387603 loss_dice: 0.397786 loss_class_aux: 12.203724 loss_bbox_aux: 0.826870 loss_giou_aux: 1.315754 loss_mask_aux: 2.429213 loss_dice_aux: 2.380052 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.503748 eta: 2:36:26 batch_cost: 0.5613 data_cost: 0.0020 ips: 14.2517 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:26:59] ppdet.engine.callbacks INFO: Epoch: [160] [180/264] learning_rate: 0.000100 loss_class: 1.930916 loss_bbox: 0.155079 loss_giou: 0.214095 loss_mask: 0.493269 loss_dice: 0.447800 loss_class_aux: 12.405377 loss_bbox_aux: 0.971613 loss_giou_aux: 1.366164 loss_mask_aux: 2.766409 loss_dice_aux: 2.685548 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.095099 eta: 2:36:17 batch_cost: 0.5994 data_cost: 0.0022 ips: 13.3475 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:05] ppdet.engine.callbacks INFO: Epoch: [160] [190/264] learning_rate: 0.000100 loss_class: 1.919919 loss_bbox: 0.156800 loss_giou: 0.204866 loss_mask: 0.429980 loss_dice: 0.417265 loss_class_aux: 11.988326 loss_bbox_aux: 1.032666 loss_giou_aux: 1.334907 loss_mask_aux: 2.649743 loss_dice_aux: 2.495728 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.856447 eta: 2:36:07 batch_cost: 0.6092 data_cost: 0.0022 ips: 13.1314 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:12] ppdet.engine.callbacks INFO: Epoch: [160] [200/264] learning_rate: 0.000100 loss_class: 1.707248 loss_bbox: 0.141188 loss_giou: 0.199795 loss_mask: 0.397062 loss_dice: 0.374387 loss_class_aux: 11.016335 loss_bbox_aux: 0.957118 loss_giou_aux: 1.291754 loss_mask_aux: 2.380357 loss_dice_aux: 2.227062 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.540593 eta: 2:35:57 batch_cost: 0.6089 data_cost: 0.0021 ips: 13.1381 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:18] ppdet.engine.callbacks INFO: Epoch: [160] [210/264] learning_rate: 0.000100 loss_class: 1.771572 loss_bbox: 0.135038 loss_giou: 0.216484 loss_mask: 0.379199 loss_dice: 0.405786 loss_class_aux: 11.380276 loss_bbox_aux: 0.905748 loss_giou_aux: 1.410438 loss_mask_aux: 2.404943 loss_dice_aux: 2.468402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.785127 eta: 2:35:47 batch_cost: 0.5856 data_cost: 0.0020 ips: 13.6611 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:24] ppdet.engine.callbacks INFO: Epoch: [160] [220/264] learning_rate: 0.000100 loss_class: 2.067723 loss_bbox: 0.171934 loss_giou: 0.199340 loss_mask: 0.515443 loss_dice: 0.424361 loss_class_aux: 13.614165 loss_bbox_aux: 1.136926 loss_giou_aux: 1.277369 loss_mask_aux: 3.091174 loss_dice_aux: 2.611022 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.509902 eta: 2:35:38 batch_cost: 0.5907 data_cost: 0.0022 ips: 13.5441 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:30] ppdet.engine.callbacks INFO: Epoch: [160] [230/264] learning_rate: 0.000100 loss_class: 1.872967 loss_bbox: 0.131397 loss_giou: 0.200200 loss_mask: 0.426618 loss_dice: 0.424300 loss_class_aux: 11.930141 loss_bbox_aux: 0.893935 loss_giou_aux: 1.268312 loss_mask_aux: 2.568873 loss_dice_aux: 2.504489 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.546458 eta: 2:35:28 batch_cost: 0.5397 data_cost: 0.0020 ips: 14.8218 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:36] ppdet.engine.callbacks INFO: Epoch: [160] [240/264] learning_rate: 0.000100 loss_class: 1.959643 loss_bbox: 0.159874 loss_giou: 0.214755 loss_mask: 0.376568 loss_dice: 0.408433 loss_class_aux: 12.548419 loss_bbox_aux: 1.059605 loss_giou_aux: 1.393288 loss_mask_aux: 2.266293 loss_dice_aux: 2.473951 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.221348 eta: 2:35:18 batch_cost: 0.5765 data_cost: 0.0016 ips: 13.8776 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:41] ppdet.engine.callbacks INFO: Epoch: [160] [250/264] learning_rate: 0.000100 loss_class: 2.026595 loss_bbox: 0.167205 loss_giou: 0.184506 loss_mask: 0.429085 loss_dice: 0.391313 loss_class_aux: 13.172044 loss_bbox_aux: 1.124656 loss_giou_aux: 1.181992 loss_mask_aux: 2.574010 loss_dice_aux: 2.328675 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.598491 eta: 2:35:08 batch_cost: 0.5512 data_cost: 0.0015 ips: 14.5148 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:27:47] ppdet.engine.callbacks INFO: Epoch: [160] [260/264] learning_rate: 0.000100 loss_class: 1.745257 loss_bbox: 0.142676 loss_giou: 0.179180 loss_mask: 0.345334 loss_dice: 0.356579 loss_class_aux: 11.437852 loss_bbox_aux: 0.942073 loss_giou_aux: 1.228560 loss_mask_aux: 2.108095 loss_dice_aux: 2.179256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.744238 eta: 2:34:58 batch_cost: 0.5780 data_cost: 0.0016 ips: 13.8409 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:28:42] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:28:42] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:28:52] ppdet.engine.callbacks INFO: Epoch: [161] [  0/264] learning_rate: 0.000100 loss_class: 1.811657 loss_bbox: 0.130397 loss_giou: 0.179180 loss_mask: 0.384571 loss_dice: 0.374451 loss_class_aux: 12.168009 loss_bbox_aux: 0.923483 loss_giou_aux: 1.228560 loss_mask_aux: 2.333021 loss_dice_aux: 2.301564 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.398566 eta: 2:34:57 batch_cost: 1.6798 data_cost: 1.0621 ips: 4.7625 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:04] ppdet.engine.callbacks INFO: Epoch: [161] [ 10/264] learning_rate: 0.000100 loss_class: 1.627309 loss_bbox: 0.135993 loss_giou: 0.183567 loss_mask: 0.357806 loss_dice: 0.343356 loss_class_aux: 10.651044 loss_bbox_aux: 0.916609 loss_giou_aux: 1.184679 loss_mask_aux: 2.173076 loss_dice_aux: 2.095427 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.181618 eta: 2:34:49 batch_cost: 1.1405 data_cost: 0.1939 ips: 7.0145 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:11] ppdet.engine.callbacks INFO: Epoch: [161] [ 20/264] learning_rate: 0.000100 loss_class: 1.953873 loss_bbox: 0.130365 loss_giou: 0.219163 loss_mask: 0.367329 loss_dice: 0.385789 loss_class_aux: 12.374485 loss_bbox_aux: 0.887730 loss_giou_aux: 1.404511 loss_mask_aux: 2.364373 loss_dice_aux: 2.408057 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.437139 eta: 2:34:39 batch_cost: 0.6638 data_cost: 0.0027 ips: 12.0524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:18] ppdet.engine.callbacks INFO: Epoch: [161] [ 30/264] learning_rate: 0.000100 loss_class: 1.795056 loss_bbox: 0.123257 loss_giou: 0.211043 loss_mask: 0.360167 loss_dice: 0.366980 loss_class_aux: 11.373060 loss_bbox_aux: 0.807057 loss_giou_aux: 1.346613 loss_mask_aux: 2.227776 loss_dice_aux: 2.229943 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.525642 eta: 2:34:29 batch_cost: 0.6655 data_cost: 0.0034 ips: 12.0206 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:25] ppdet.engine.callbacks INFO: Epoch: [161] [ 40/264] learning_rate: 0.000100 loss_class: 1.800723 loss_bbox: 0.144931 loss_giou: 0.205933 loss_mask: 0.375777 loss_dice: 0.429425 loss_class_aux: 11.540022 loss_bbox_aux: 0.961669 loss_giou_aux: 1.311882 loss_mask_aux: 2.320036 loss_dice_aux: 2.566220 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.008415 eta: 2:34:20 batch_cost: 0.6100 data_cost: 0.0023 ips: 13.1141 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:31] ppdet.engine.callbacks INFO: Epoch: [161] [ 50/264] learning_rate: 0.000100 loss_class: 1.923775 loss_bbox: 0.142841 loss_giou: 0.184965 loss_mask: 0.364804 loss_dice: 0.382968 loss_class_aux: 12.077599 loss_bbox_aux: 0.972086 loss_giou_aux: 1.186527 loss_mask_aux: 2.280312 loss_dice_aux: 2.331676 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.711601 eta: 2:34:10 batch_cost: 0.6104 data_cost: 0.0022 ips: 13.1062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:37] ppdet.engine.callbacks INFO: Epoch: [161] [ 60/264] learning_rate: 0.000100 loss_class: 2.064000 loss_bbox: 0.139611 loss_giou: 0.180098 loss_mask: 0.399320 loss_dice: 0.376599 loss_class_aux: 13.213827 loss_bbox_aux: 1.017215 loss_giou_aux: 1.225420 loss_mask_aux: 2.598454 loss_dice_aux: 2.352573 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.658581 loss: 24.177279 eta: 2:34:00 batch_cost: 0.5709 data_cost: 0.0019 ips: 14.0128 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:43] ppdet.engine.callbacks INFO: Epoch: [161] [ 70/264] learning_rate: 0.000100 loss_class: 2.204262 loss_bbox: 0.181677 loss_giou: 0.220417 loss_mask: 0.507170 loss_dice: 0.414175 loss_class_aux: 14.892389 loss_bbox_aux: 1.245695 loss_giou_aux: 1.358352 loss_mask_aux: 2.880361 loss_dice_aux: 2.533827 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.557389 loss: 27.318505 eta: 2:33:50 batch_cost: 0.5803 data_cost: 0.0021 ips: 13.7869 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:49] ppdet.engine.callbacks INFO: Epoch: [161] [ 80/264] learning_rate: 0.000100 loss_class: 1.922489 loss_bbox: 0.134949 loss_giou: 0.213781 loss_mask: 0.334320 loss_dice: 0.383688 loss_class_aux: 12.526055 loss_bbox_aux: 0.950955 loss_giou_aux: 1.412206 loss_mask_aux: 2.017912 loss_dice_aux: 2.295732 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.606284 loss: 22.984558 eta: 2:33:40 batch_cost: 0.6092 data_cost: 0.0022 ips: 13.1313 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:29:56] ppdet.engine.callbacks INFO: Epoch: [161] [ 90/264] learning_rate: 0.000100 loss_class: 1.856135 loss_bbox: 0.122183 loss_giou: 0.219463 loss_mask: 0.337751 loss_dice: 0.394040 loss_class_aux: 12.306027 loss_bbox_aux: 0.829164 loss_giou_aux: 1.388342 loss_mask_aux: 2.031685 loss_dice_aux: 2.415491 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.525694 loss: 23.663564 eta: 2:33:31 batch_cost: 0.6141 data_cost: 0.0021 ips: 13.0264 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:03] ppdet.engine.callbacks INFO: Epoch: [161] [100/264] learning_rate: 0.000100 loss_class: 1.791157 loss_bbox: 0.142137 loss_giou: 0.200838 loss_mask: 0.411833 loss_dice: 0.407019 loss_class_aux: 11.718700 loss_bbox_aux: 0.982294 loss_giou_aux: 1.322021 loss_mask_aux: 2.623626 loss_dice_aux: 2.486402 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.360506 loss: 23.012410 eta: 2:33:21 batch_cost: 0.6294 data_cost: 0.0022 ips: 12.7114 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:09] ppdet.engine.callbacks INFO: Epoch: [161] [110/264] learning_rate: 0.000100 loss_class: 1.967690 loss_bbox: 0.145652 loss_giou: 0.211823 loss_mask: 0.396533 loss_dice: 0.406885 loss_class_aux: 12.522148 loss_bbox_aux: 1.000711 loss_giou_aux: 1.391207 loss_mask_aux: 2.375793 loss_dice_aux: 2.455982 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.731397 eta: 2:33:11 batch_cost: 0.5709 data_cost: 0.0023 ips: 14.0130 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:15] ppdet.engine.callbacks INFO: Epoch: [161] [120/264] learning_rate: 0.000100 loss_class: 1.652036 loss_bbox: 0.134412 loss_giou: 0.174533 loss_mask: 0.349827 loss_dice: 0.352941 loss_class_aux: 10.782832 loss_bbox_aux: 0.883384 loss_giou_aux: 1.173283 loss_mask_aux: 2.102678 loss_dice_aux: 2.160471 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 19.874249 eta: 2:33:02 batch_cost: 0.6178 data_cost: 0.0023 ips: 12.9482 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:21] ppdet.engine.callbacks INFO: Epoch: [161] [130/264] learning_rate: 0.000100 loss_class: 1.729506 loss_bbox: 0.129901 loss_giou: 0.195437 loss_mask: 0.366730 loss_dice: 0.370044 loss_class_aux: 11.578504 loss_bbox_aux: 0.943432 loss_giou_aux: 1.243113 loss_mask_aux: 2.269628 loss_dice_aux: 2.307055 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.246638 eta: 2:32:52 batch_cost: 0.5933 data_cost: 0.0020 ips: 13.4837 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:28] ppdet.engine.callbacks INFO: Epoch: [161] [140/264] learning_rate: 0.000100 loss_class: 1.923037 loss_bbox: 0.162143 loss_giou: 0.203604 loss_mask: 0.443330 loss_dice: 0.392752 loss_class_aux: 12.591682 loss_bbox_aux: 1.108743 loss_giou_aux: 1.309933 loss_mask_aux: 2.668657 loss_dice_aux: 2.412694 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.539365 eta: 2:32:42 batch_cost: 0.6452 data_cost: 0.0022 ips: 12.3983 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:34] ppdet.engine.callbacks INFO: Epoch: [161] [150/264] learning_rate: 0.000100 loss_class: 2.036529 loss_bbox: 0.165454 loss_giou: 0.214067 loss_mask: 0.342131 loss_dice: 0.406329 loss_class_aux: 13.145767 loss_bbox_aux: 1.093163 loss_giou_aux: 1.386759 loss_mask_aux: 2.110172 loss_dice_aux: 2.525013 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.228046 eta: 2:32:32 batch_cost: 0.6182 data_cost: 0.0022 ips: 12.9407 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:41] ppdet.engine.callbacks INFO: Epoch: [161] [160/264] learning_rate: 0.000100 loss_class: 1.933307 loss_bbox: 0.140663 loss_giou: 0.193585 loss_mask: 0.348559 loss_dice: 0.384769 loss_class_aux: 12.039474 loss_bbox_aux: 0.903184 loss_giou_aux: 1.305443 loss_mask_aux: 2.029554 loss_dice_aux: 2.312641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.476001 loss: 22.797982 eta: 2:32:23 batch_cost: 0.5861 data_cost: 0.0023 ips: 13.6503 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:47] ppdet.engine.callbacks INFO: Epoch: [161] [170/264] learning_rate: 0.000100 loss_class: 1.821236 loss_bbox: 0.142521 loss_giou: 0.218366 loss_mask: 0.345380 loss_dice: 0.390083 loss_class_aux: 11.756731 loss_bbox_aux: 0.941634 loss_giou_aux: 1.393676 loss_mask_aux: 2.034548 loss_dice_aux: 2.419582 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.418819 eta: 2:32:13 batch_cost: 0.5676 data_cost: 0.0022 ips: 14.0932 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:53] ppdet.engine.callbacks INFO: Epoch: [161] [180/264] learning_rate: 0.000100 loss_class: 1.722373 loss_bbox: 0.123247 loss_giou: 0.189468 loss_mask: 0.310748 loss_dice: 0.346937 loss_class_aux: 11.057792 loss_bbox_aux: 0.838617 loss_giou_aux: 1.238749 loss_mask_aux: 1.921866 loss_dice_aux: 2.113838 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.984546 loss: 21.498267 eta: 2:32:03 batch_cost: 0.5785 data_cost: 0.0024 ips: 13.8293 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:30:59] ppdet.engine.callbacks INFO: Epoch: [161] [190/264] learning_rate: 0.000100 loss_class: 2.027872 loss_bbox: 0.179486 loss_giou: 0.199707 loss_mask: 0.475565 loss_dice: 0.369248 loss_class_aux: 13.144330 loss_bbox_aux: 1.149798 loss_giou_aux: 1.305918 loss_mask_aux: 2.828516 loss_dice_aux: 2.272055 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.876900 loss: 24.603144 eta: 2:31:53 batch_cost: 0.5571 data_cost: 0.0020 ips: 14.3590 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:05] ppdet.engine.callbacks INFO: Epoch: [161] [200/264] learning_rate: 0.000100 loss_class: 2.062164 loss_bbox: 0.156513 loss_giou: 0.204447 loss_mask: 0.422489 loss_dice: 0.407985 loss_class_aux: 13.035616 loss_bbox_aux: 1.038686 loss_giou_aux: 1.322830 loss_mask_aux: 2.539910 loss_dice_aux: 2.516193 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.024154 eta: 2:31:44 batch_cost: 0.6253 data_cost: 0.0024 ips: 12.7941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:11] ppdet.engine.callbacks INFO: Epoch: [161] [210/264] learning_rate: 0.000100 loss_class: 1.838497 loss_bbox: 0.139111 loss_giou: 0.198764 loss_mask: 0.340956 loss_dice: 0.393436 loss_class_aux: 11.817288 loss_bbox_aux: 0.992572 loss_giou_aux: 1.303424 loss_mask_aux: 2.247463 loss_dice_aux: 2.470501 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.920084 eta: 2:31:34 batch_cost: 0.5870 data_cost: 0.0020 ips: 13.6284 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:17] ppdet.engine.callbacks INFO: Epoch: [161] [220/264] learning_rate: 0.000100 loss_class: 1.730358 loss_bbox: 0.132978 loss_giou: 0.182665 loss_mask: 0.338968 loss_dice: 0.359843 loss_class_aux: 11.083240 loss_bbox_aux: 0.902166 loss_giou_aux: 1.209494 loss_mask_aux: 2.044541 loss_dice_aux: 2.146509 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.000865 eta: 2:31:24 batch_cost: 0.5978 data_cost: 0.0020 ips: 13.3831 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:23] ppdet.engine.callbacks INFO: Epoch: [161] [230/264] learning_rate: 0.000100 loss_class: 1.817501 loss_bbox: 0.163065 loss_giou: 0.201562 loss_mask: 0.395812 loss_dice: 0.399729 loss_class_aux: 11.963928 loss_bbox_aux: 1.081286 loss_giou_aux: 1.310684 loss_mask_aux: 2.415991 loss_dice_aux: 2.408577 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.096948 eta: 2:31:14 batch_cost: 0.5657 data_cost: 0.0016 ips: 14.1416 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:29] ppdet.engine.callbacks INFO: Epoch: [161] [240/264] learning_rate: 0.000100 loss_class: 1.947855 loss_bbox: 0.151670 loss_giou: 0.223205 loss_mask: 0.453688 loss_dice: 0.401670 loss_class_aux: 12.450395 loss_bbox_aux: 1.004923 loss_giou_aux: 1.422531 loss_mask_aux: 2.664855 loss_dice_aux: 2.403529 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.400231 loss: 22.826177 eta: 2:31:04 batch_cost: 0.5630 data_cost: 0.0015 ips: 14.2102 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:35] ppdet.engine.callbacks INFO: Epoch: [161] [250/264] learning_rate: 0.000100 loss_class: 1.935368 loss_bbox: 0.140111 loss_giou: 0.198349 loss_mask: 0.354026 loss_dice: 0.395167 loss_class_aux: 12.145118 loss_bbox_aux: 0.892049 loss_giou_aux: 1.280281 loss_mask_aux: 2.127307 loss_dice_aux: 2.431099 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.737045 eta: 2:30:55 batch_cost: 0.5900 data_cost: 0.0015 ips: 13.5584 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:31:41] ppdet.engine.callbacks INFO: Epoch: [161] [260/264] learning_rate: 0.000100 loss_class: 1.817148 loss_bbox: 0.155690 loss_giou: 0.199797 loss_mask: 0.477194 loss_dice: 0.377250 loss_class_aux: 11.663609 loss_bbox_aux: 0.949272 loss_giou_aux: 1.288724 loss_mask_aux: 2.683011 loss_dice_aux: 2.259882 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.271811 eta: 2:30:45 batch_cost: 0.5595 data_cost: 0.0015 ips: 14.2980 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:32:47] ppdet.engine.callbacks INFO: Epoch: [162] [  0/264] learning_rate: 0.000100 loss_class: 1.953459 loss_bbox: 0.165511 loss_giou: 0.208635 loss_mask: 0.493422 loss_dice: 0.403974 loss_class_aux: 12.831216 loss_bbox_aux: 1.094951 loss_giou_aux: 1.337704 loss_mask_aux: 2.866289 loss_dice_aux: 2.413362 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.164831 eta: 2:30:44 batch_cost: 1.8013 data_cost: 1.1240 ips: 4.4411 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:32:57] ppdet.engine.callbacks INFO: Epoch: [162] [ 10/264] learning_rate: 0.000100 loss_class: 1.909887 loss_bbox: 0.131240 loss_giou: 0.201360 loss_mask: 0.315032 loss_dice: 0.380844 loss_class_aux: 12.324544 loss_bbox_aux: 0.845994 loss_giou_aux: 1.282024 loss_mask_aux: 1.928185 loss_dice_aux: 2.381706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.498748 loss: 23.460177 eta: 2:30:35 batch_cost: 0.9529 data_cost: 0.0063 ips: 8.3950 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:04] ppdet.engine.callbacks INFO: Epoch: [162] [ 20/264] learning_rate: 0.000100 loss_class: 1.855673 loss_bbox: 0.169402 loss_giou: 0.203711 loss_mask: 0.495614 loss_dice: 0.404275 loss_class_aux: 12.091191 loss_bbox_aux: 1.101512 loss_giou_aux: 1.326731 loss_mask_aux: 2.891782 loss_dice_aux: 2.454090 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.414186 eta: 2:30:25 batch_cost: 0.6571 data_cost: 0.0029 ips: 12.1739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:12] ppdet.engine.callbacks INFO: Epoch: [162] [ 30/264] learning_rate: 0.000100 loss_class: 1.797227 loss_bbox: 0.147439 loss_giou: 0.175826 loss_mask: 0.386072 loss_dice: 0.398987 loss_class_aux: 12.003120 loss_bbox_aux: 1.033837 loss_giou_aux: 1.169953 loss_mask_aux: 2.456996 loss_dice_aux: 2.365850 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.595435 loss: 23.094684 eta: 2:30:16 batch_cost: 0.7073 data_cost: 0.0026 ips: 11.3112 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:18] ppdet.engine.callbacks INFO: Epoch: [162] [ 40/264] learning_rate: 0.000100 loss_class: 1.760614 loss_bbox: 0.142065 loss_giou: 0.212661 loss_mask: 0.335458 loss_dice: 0.380743 loss_class_aux: 11.786458 loss_bbox_aux: 0.913354 loss_giou_aux: 1.360878 loss_mask_aux: 2.070176 loss_dice_aux: 2.274407 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.495212 loss: 22.874334 eta: 2:30:06 batch_cost: 0.5998 data_cost: 0.0020 ips: 13.3378 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:24] ppdet.engine.callbacks INFO: Epoch: [162] [ 50/264] learning_rate: 0.000100 loss_class: 2.020123 loss_bbox: 0.167364 loss_giou: 0.223730 loss_mask: 0.415843 loss_dice: 0.419917 loss_class_aux: 13.190373 loss_bbox_aux: 1.134995 loss_giou_aux: 1.501177 loss_mask_aux: 2.592600 loss_dice_aux: 2.610104 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.118445 eta: 2:29:56 batch_cost: 0.5700 data_cost: 0.0021 ips: 14.0340 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:30] ppdet.engine.callbacks INFO: Epoch: [162] [ 60/264] learning_rate: 0.000100 loss_class: 1.831449 loss_bbox: 0.125744 loss_giou: 0.191401 loss_mask: 0.359899 loss_dice: 0.372253 loss_class_aux: 11.708480 loss_bbox_aux: 0.873922 loss_giou_aux: 1.260658 loss_mask_aux: 2.164453 loss_dice_aux: 2.247388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.841011 loss: 22.389842 eta: 2:29:47 batch_cost: 0.6297 data_cost: 0.0022 ips: 12.7045 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:37] ppdet.engine.callbacks INFO: Epoch: [162] [ 70/264] learning_rate: 0.000100 loss_class: 1.652318 loss_bbox: 0.136082 loss_giou: 0.187071 loss_mask: 0.325615 loss_dice: 0.338163 loss_class_aux: 11.431863 loss_bbox_aux: 0.928041 loss_giou_aux: 1.242752 loss_mask_aux: 1.910020 loss_dice_aux: 2.101173 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.339447 eta: 2:29:37 batch_cost: 0.5947 data_cost: 0.0024 ips: 13.4525 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:43] ppdet.engine.callbacks INFO: Epoch: [162] [ 80/264] learning_rate: 0.000100 loss_class: 1.847093 loss_bbox: 0.156555 loss_giou: 0.192495 loss_mask: 0.532857 loss_dice: 0.415148 loss_class_aux: 11.551113 loss_bbox_aux: 1.062539 loss_giou_aux: 1.263746 loss_mask_aux: 3.162707 loss_dice_aux: 2.515635 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.885237 eta: 2:29:27 batch_cost: 0.5977 data_cost: 0.0025 ips: 13.3846 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:49] ppdet.engine.callbacks INFO: Epoch: [162] [ 90/264] learning_rate: 0.000100 loss_class: 1.833571 loss_bbox: 0.152918 loss_giou: 0.206821 loss_mask: 0.384853 loss_dice: 0.376586 loss_class_aux: 12.174597 loss_bbox_aux: 0.995834 loss_giou_aux: 1.330114 loss_mask_aux: 2.302482 loss_dice_aux: 2.267664 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.797168 loss: 22.947197 eta: 2:29:18 batch_cost: 0.6183 data_cost: 0.0028 ips: 12.9392 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:33:56] ppdet.engine.callbacks INFO: Epoch: [162] [100/264] learning_rate: 0.000100 loss_class: 1.601367 loss_bbox: 0.120366 loss_giou: 0.171635 loss_mask: 0.312911 loss_dice: 0.319460 loss_class_aux: 10.444480 loss_bbox_aux: 0.817018 loss_giou_aux: 1.137825 loss_mask_aux: 1.877476 loss_dice_aux: 1.950512 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.078090 loss: 19.769165 eta: 2:29:08 batch_cost: 0.6317 data_cost: 0.0027 ips: 12.6640 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:02] ppdet.engine.callbacks INFO: Epoch: [162] [110/264] learning_rate: 0.000100 loss_class: 1.781977 loss_bbox: 0.152767 loss_giou: 0.210053 loss_mask: 0.450275 loss_dice: 0.392011 loss_class_aux: 11.397193 loss_bbox_aux: 1.068363 loss_giou_aux: 1.400953 loss_mask_aux: 2.786634 loss_dice_aux: 2.417707 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.893037 loss: 24.430731 eta: 2:28:58 batch_cost: 0.5945 data_cost: 0.0021 ips: 13.4572 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:09] ppdet.engine.callbacks INFO: Epoch: [162] [120/264] learning_rate: 0.000100 loss_class: 1.885177 loss_bbox: 0.155485 loss_giou: 0.206246 loss_mask: 0.380686 loss_dice: 0.372283 loss_class_aux: 12.474873 loss_bbox_aux: 1.027983 loss_giou_aux: 1.327789 loss_mask_aux: 2.322820 loss_dice_aux: 2.280750 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.844137 eta: 2:28:49 batch_cost: 0.6122 data_cost: 0.0022 ips: 13.0682 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:15] ppdet.engine.callbacks INFO: Epoch: [162] [130/264] learning_rate: 0.000100 loss_class: 1.821915 loss_bbox: 0.157567 loss_giou: 0.193757 loss_mask: 0.414086 loss_dice: 0.388305 loss_class_aux: 12.288097 loss_bbox_aux: 1.099424 loss_giou_aux: 1.274968 loss_mask_aux: 2.553928 loss_dice_aux: 2.321547 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.379768 eta: 2:28:39 batch_cost: 0.6370 data_cost: 0.0027 ips: 12.5580 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:21] ppdet.engine.callbacks INFO: Epoch: [162] [140/264] learning_rate: 0.000100 loss_class: 1.739743 loss_bbox: 0.133073 loss_giou: 0.212446 loss_mask: 0.371553 loss_dice: 0.399865 loss_class_aux: 11.060800 loss_bbox_aux: 0.871918 loss_giou_aux: 1.352274 loss_mask_aux: 2.232032 loss_dice_aux: 2.435041 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.161710 eta: 2:28:29 batch_cost: 0.5663 data_cost: 0.0022 ips: 14.1274 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:25] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:34:25] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:34:28] ppdet.engine.callbacks INFO: Epoch: [162] [150/264] learning_rate: 0.000100 loss_class: 1.855005 loss_bbox: 0.152308 loss_giou: 0.193349 loss_mask: 0.390426 loss_dice: 0.390105 loss_class_aux: 11.849581 loss_bbox_aux: 0.993445 loss_giou_aux: 1.277694 loss_mask_aux: 2.466874 loss_dice_aux: 2.372335 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.766856 eta: 2:28:20 batch_cost: 0.5977 data_cost: 0.0019 ips: 13.3847 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:34] ppdet.engine.callbacks INFO: Epoch: [162] [160/264] learning_rate: 0.000100 loss_class: 1.839989 loss_bbox: 0.162941 loss_giou: 0.188058 loss_mask: 0.411881 loss_dice: 0.376190 loss_class_aux: 11.630042 loss_bbox_aux: 1.120468 loss_giou_aux: 1.228623 loss_mask_aux: 2.559343 loss_dice_aux: 2.319213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.590248 eta: 2:28:10 batch_cost: 0.5792 data_cost: 0.0020 ips: 13.8133 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:40] ppdet.engine.callbacks INFO: Epoch: [162] [170/264] learning_rate: 0.000100 loss_class: 1.903000 loss_bbox: 0.135115 loss_giou: 0.197225 loss_mask: 0.379464 loss_dice: 0.389455 loss_class_aux: 12.272284 loss_bbox_aux: 0.907172 loss_giou_aux: 1.285955 loss_mask_aux: 2.215353 loss_dice_aux: 2.380213 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.041935 eta: 2:28:00 batch_cost: 0.6051 data_cost: 0.0021 ips: 13.2210 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:46] ppdet.engine.callbacks INFO: Epoch: [162] [180/264] learning_rate: 0.000100 loss_class: 1.862309 loss_bbox: 0.154260 loss_giou: 0.196065 loss_mask: 0.415244 loss_dice: 0.381581 loss_class_aux: 12.776664 loss_bbox_aux: 1.020244 loss_giou_aux: 1.250989 loss_mask_aux: 2.502480 loss_dice_aux: 2.270669 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.128063 eta: 2:27:50 batch_cost: 0.5760 data_cost: 0.0020 ips: 13.8892 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:34:53] ppdet.engine.callbacks INFO: Epoch: [162] [190/264] learning_rate: 0.000100 loss_class: 1.840452 loss_bbox: 0.140778 loss_giou: 0.200551 loss_mask: 0.363570 loss_dice: 0.387952 loss_class_aux: 11.986803 loss_bbox_aux: 0.906143 loss_giou_aux: 1.310408 loss_mask_aux: 2.198684 loss_dice_aux: 2.358765 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.147534 loss: 24.240745 eta: 2:27:41 batch_cost: 0.6254 data_cost: 0.0022 ips: 12.7923 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:00] ppdet.engine.callbacks INFO: Epoch: [162] [200/264] learning_rate: 0.000100 loss_class: 1.934322 loss_bbox: 0.149289 loss_giou: 0.195660 loss_mask: 0.414340 loss_dice: 0.392112 loss_class_aux: 12.451629 loss_bbox_aux: 1.007976 loss_giou_aux: 1.253671 loss_mask_aux: 2.492351 loss_dice_aux: 2.335224 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.850150 eta: 2:27:31 batch_cost: 0.6956 data_cost: 0.0028 ips: 11.5013 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:06] ppdet.engine.callbacks INFO: Epoch: [162] [210/264] learning_rate: 0.000100 loss_class: 1.941113 loss_bbox: 0.143924 loss_giou: 0.185407 loss_mask: 0.440108 loss_dice: 0.406913 loss_class_aux: 12.064180 loss_bbox_aux: 0.980122 loss_giou_aux: 1.182140 loss_mask_aux: 2.694636 loss_dice_aux: 2.535723 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.329125 eta: 2:27:22 batch_cost: 0.5956 data_cost: 0.0025 ips: 13.4309 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:12] ppdet.engine.callbacks INFO: Epoch: [162] [220/264] learning_rate: 0.000100 loss_class: 1.823772 loss_bbox: 0.132837 loss_giou: 0.202659 loss_mask: 0.299610 loss_dice: 0.382418 loss_class_aux: 11.640863 loss_bbox_aux: 0.873231 loss_giou_aux: 1.333487 loss_mask_aux: 1.815855 loss_dice_aux: 2.368918 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.956954 eta: 2:27:12 batch_cost: 0.5743 data_cost: 0.0020 ips: 13.9299 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:18] ppdet.engine.callbacks INFO: Epoch: [162] [230/264] learning_rate: 0.000100 loss_class: 1.824270 loss_bbox: 0.176679 loss_giou: 0.207548 loss_mask: 0.428145 loss_dice: 0.376337 loss_class_aux: 11.621554 loss_bbox_aux: 1.147867 loss_giou_aux: 1.329034 loss_mask_aux: 2.587046 loss_dice_aux: 2.261341 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.160311 eta: 2:27:02 batch_cost: 0.5751 data_cost: 0.0016 ips: 13.9099 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:24] ppdet.engine.callbacks INFO: Epoch: [162] [240/264] learning_rate: 0.000100 loss_class: 1.822520 loss_bbox: 0.135887 loss_giou: 0.198550 loss_mask: 0.359385 loss_dice: 0.376774 loss_class_aux: 11.800877 loss_bbox_aux: 0.916956 loss_giou_aux: 1.289610 loss_mask_aux: 2.173657 loss_dice_aux: 2.297819 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.009232 eta: 2:26:52 batch_cost: 0.5316 data_cost: 0.0015 ips: 15.0492 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:30] ppdet.engine.callbacks INFO: Epoch: [162] [250/264] learning_rate: 0.000100 loss_class: 1.800141 loss_bbox: 0.123584 loss_giou: 0.173892 loss_mask: 0.372966 loss_dice: 0.337064 loss_class_aux: 12.386936 loss_bbox_aux: 0.819862 loss_giou_aux: 1.166433 loss_mask_aux: 2.127557 loss_dice_aux: 2.057247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.580795 loss: 21.483194 eta: 2:26:43 batch_cost: 0.5855 data_cost: 0.0015 ips: 13.6635 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:35:36] ppdet.engine.callbacks INFO: Epoch: [162] [260/264] learning_rate: 0.000100 loss_class: 1.823723 loss_bbox: 0.130506 loss_giou: 0.204397 loss_mask: 0.336623 loss_dice: 0.369603 loss_class_aux: 12.019181 loss_bbox_aux: 0.859090 loss_giou_aux: 1.331537 loss_mask_aux: 2.102440 loss_dice_aux: 2.261181 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.251145 eta: 2:26:33 batch_cost: 0.5841 data_cost: 0.0016 ips: 13.6967 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:36:42] ppdet.engine.callbacks INFO: Epoch: [163] [  0/264] learning_rate: 0.000100 loss_class: 1.729937 loss_bbox: 0.108038 loss_giou: 0.190923 loss_mask: 0.307603 loss_dice: 0.346715 loss_class_aux: 11.066563 loss_bbox_aux: 0.817780 loss_giou_aux: 1.223103 loss_mask_aux: 1.819092 loss_dice_aux: 2.107250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.188220 eta: 2:26:32 batch_cost: 1.8205 data_cost: 1.1719 ips: 4.3944 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:36:53] ppdet.engine.callbacks INFO: Epoch: [163] [ 10/264] learning_rate: 0.000100 loss_class: 1.854496 loss_bbox: 0.128470 loss_giou: 0.213309 loss_mask: 0.375704 loss_dice: 0.372868 loss_class_aux: 11.950746 loss_bbox_aux: 0.894933 loss_giou_aux: 1.401386 loss_mask_aux: 2.329996 loss_dice_aux: 2.278178 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.108946 eta: 2:26:23 batch_cost: 1.0048 data_cost: 0.0086 ips: 7.9620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:00] ppdet.engine.callbacks INFO: Epoch: [163] [ 20/264] learning_rate: 0.000100 loss_class: 1.875945 loss_bbox: 0.134558 loss_giou: 0.195700 loss_mask: 0.282381 loss_dice: 0.366188 loss_class_aux: 11.926996 loss_bbox_aux: 0.857872 loss_giou_aux: 1.264985 loss_mask_aux: 1.785477 loss_dice_aux: 2.226947 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.352807 loss: 21.926224 eta: 2:26:13 batch_cost: 0.6805 data_cost: 0.0029 ips: 11.7559 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:07] ppdet.engine.callbacks INFO: Epoch: [163] [ 30/264] learning_rate: 0.000100 loss_class: 1.786898 loss_bbox: 0.127420 loss_giou: 0.191619 loss_mask: 0.375391 loss_dice: 0.387501 loss_class_aux: 11.407094 loss_bbox_aux: 0.884311 loss_giou_aux: 1.260652 loss_mask_aux: 2.339951 loss_dice_aux: 2.398577 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.248284 eta: 2:26:04 batch_cost: 0.6456 data_cost: 0.0026 ips: 12.3916 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:14] ppdet.engine.callbacks INFO: Epoch: [163] [ 40/264] learning_rate: 0.000100 loss_class: 1.862948 loss_bbox: 0.137319 loss_giou: 0.201267 loss_mask: 0.388727 loss_dice: 0.399968 loss_class_aux: 11.800712 loss_bbox_aux: 0.946771 loss_giou_aux: 1.316634 loss_mask_aux: 2.467307 loss_dice_aux: 2.424579 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.261719 eta: 2:25:54 batch_cost: 0.6720 data_cost: 0.0025 ips: 11.9040 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:20] ppdet.engine.callbacks INFO: Epoch: [163] [ 50/264] learning_rate: 0.000100 loss_class: 1.867324 loss_bbox: 0.145690 loss_giou: 0.199945 loss_mask: 0.449952 loss_dice: 0.397459 loss_class_aux: 11.655023 loss_bbox_aux: 1.016520 loss_giou_aux: 1.274163 loss_mask_aux: 2.855986 loss_dice_aux: 2.407336 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.355001 eta: 2:25:45 batch_cost: 0.6044 data_cost: 0.0023 ips: 13.2352 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:26] ppdet.engine.callbacks INFO: Epoch: [163] [ 60/264] learning_rate: 0.000100 loss_class: 2.007510 loss_bbox: 0.154514 loss_giou: 0.202766 loss_mask: 0.468502 loss_dice: 0.379535 loss_class_aux: 13.486767 loss_bbox_aux: 1.039404 loss_giou_aux: 1.284067 loss_mask_aux: 2.875539 loss_dice_aux: 2.290624 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.129905 eta: 2:25:35 batch_cost: 0.5776 data_cost: 0.0023 ips: 13.8500 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:33] ppdet.engine.callbacks INFO: Epoch: [163] [ 70/264] learning_rate: 0.000100 loss_class: 1.788356 loss_bbox: 0.125295 loss_giou: 0.190035 loss_mask: 0.330292 loss_dice: 0.364526 loss_class_aux: 11.667262 loss_bbox_aux: 0.811692 loss_giou_aux: 1.208904 loss_mask_aux: 1.995180 loss_dice_aux: 2.183117 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.026876 eta: 2:25:25 batch_cost: 0.6269 data_cost: 0.0025 ips: 12.7603 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:39] ppdet.engine.callbacks INFO: Epoch: [163] [ 80/264] learning_rate: 0.000100 loss_class: 1.954452 loss_bbox: 0.145289 loss_giou: 0.216132 loss_mask: 0.351663 loss_dice: 0.386116 loss_class_aux: 12.384568 loss_bbox_aux: 0.940122 loss_giou_aux: 1.388079 loss_mask_aux: 2.249258 loss_dice_aux: 2.396276 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.885373 loss: 24.126199 eta: 2:25:16 batch_cost: 0.5511 data_cost: 0.0022 ips: 14.5163 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:45] ppdet.engine.callbacks INFO: Epoch: [163] [ 90/264] learning_rate: 0.000100 loss_class: 1.647792 loss_bbox: 0.115261 loss_giou: 0.192598 loss_mask: 0.331690 loss_dice: 0.351250 loss_class_aux: 10.673125 loss_bbox_aux: 0.808579 loss_giou_aux: 1.262476 loss_mask_aux: 2.041147 loss_dice_aux: 2.173413 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 19.761831 eta: 2:25:06 batch_cost: 0.5967 data_cost: 0.0022 ips: 13.4061 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:51] ppdet.engine.callbacks INFO: Epoch: [163] [100/264] learning_rate: 0.000100 loss_class: 2.125024 loss_bbox: 0.165193 loss_giou: 0.226300 loss_mask: 0.404731 loss_dice: 0.443375 loss_class_aux: 13.514719 loss_bbox_aux: 1.061612 loss_giou_aux: 1.437150 loss_mask_aux: 2.527723 loss_dice_aux: 2.693076 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.418747 loss: 27.803868 eta: 2:24:56 batch_cost: 0.5885 data_cost: 0.0021 ips: 13.5931 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:37:57] ppdet.engine.callbacks INFO: Epoch: [163] [110/264] learning_rate: 0.000100 loss_class: 2.109096 loss_bbox: 0.140549 loss_giou: 0.182934 loss_mask: 0.350178 loss_dice: 0.377433 loss_class_aux: 13.032354 loss_bbox_aux: 0.931311 loss_giou_aux: 1.185922 loss_mask_aux: 2.194152 loss_dice_aux: 2.305023 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.136266 eta: 2:24:47 batch_cost: 0.5965 data_cost: 0.0021 ips: 13.4121 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:04] ppdet.engine.callbacks INFO: Epoch: [163] [120/264] learning_rate: 0.000100 loss_class: 2.001652 loss_bbox: 0.153352 loss_giou: 0.209111 loss_mask: 0.376609 loss_dice: 0.415891 loss_class_aux: 12.685897 loss_bbox_aux: 1.048567 loss_giou_aux: 1.375721 loss_mask_aux: 2.411396 loss_dice_aux: 2.587098 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.892112 eta: 2:24:37 batch_cost: 0.6286 data_cost: 0.0028 ips: 12.7262 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:04] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:38:04] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:38:10] ppdet.engine.callbacks INFO: Epoch: [163] [130/264] learning_rate: 0.000100 loss_class: 1.784290 loss_bbox: 0.143789 loss_giou: 0.193140 loss_mask: 0.401855 loss_dice: 0.379878 loss_class_aux: 11.753592 loss_bbox_aux: 0.964036 loss_giou_aux: 1.251693 loss_mask_aux: 2.450904 loss_dice_aux: 2.371877 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.524069 loss: 22.728371 eta: 2:24:27 batch_cost: 0.5963 data_cost: 0.0026 ips: 13.4172 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:17] ppdet.engine.callbacks INFO: Epoch: [163] [140/264] learning_rate: 0.000100 loss_class: 1.890519 loss_bbox: 0.136964 loss_giou: 0.191091 loss_mask: 0.356712 loss_dice: 0.368264 loss_class_aux: 11.852856 loss_bbox_aux: 0.926214 loss_giou_aux: 1.250189 loss_mask_aux: 2.036477 loss_dice_aux: 2.277612 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.245636 eta: 2:24:18 batch_cost: 0.5956 data_cost: 0.0023 ips: 13.4308 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:22] ppdet.engine.callbacks INFO: Epoch: [163] [150/264] learning_rate: 0.000100 loss_class: 2.078931 loss_bbox: 0.165337 loss_giou: 0.197644 loss_mask: 0.466443 loss_dice: 0.396038 loss_class_aux: 13.326390 loss_bbox_aux: 1.104235 loss_giou_aux: 1.313984 loss_mask_aux: 2.771598 loss_dice_aux: 2.446439 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.702853 eta: 2:24:08 batch_cost: 0.5346 data_cost: 0.0023 ips: 14.9651 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:29] ppdet.engine.callbacks INFO: Epoch: [163] [160/264] learning_rate: 0.000100 loss_class: 1.978362 loss_bbox: 0.128961 loss_giou: 0.180467 loss_mask: 0.355065 loss_dice: 0.369823 loss_class_aux: 12.700403 loss_bbox_aux: 0.941693 loss_giou_aux: 1.226701 loss_mask_aux: 2.142844 loss_dice_aux: 2.304522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.742698 eta: 2:23:58 batch_cost: 0.6071 data_cost: 0.0021 ips: 13.1771 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:35] ppdet.engine.callbacks INFO: Epoch: [163] [170/264] learning_rate: 0.000100 loss_class: 2.196149 loss_bbox: 0.164866 loss_giou: 0.197152 loss_mask: 0.459644 loss_dice: 0.409487 loss_class_aux: 14.657204 loss_bbox_aux: 1.135992 loss_giou_aux: 1.269368 loss_mask_aux: 2.897625 loss_dice_aux: 2.484927 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.523767 eta: 2:23:49 batch_cost: 0.6217 data_cost: 0.0022 ips: 12.8685 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:42] ppdet.engine.callbacks INFO: Epoch: [163] [180/264] learning_rate: 0.000100 loss_class: 1.719671 loss_bbox: 0.127073 loss_giou: 0.199603 loss_mask: 0.323997 loss_dice: 0.363315 loss_class_aux: 11.515291 loss_bbox_aux: 0.860710 loss_giou_aux: 1.275727 loss_mask_aux: 1.992957 loss_dice_aux: 2.208684 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.411612 loss: 22.236613 eta: 2:23:39 batch_cost: 0.6047 data_cost: 0.0022 ips: 13.2300 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:48] ppdet.engine.callbacks INFO: Epoch: [163] [190/264] learning_rate: 0.000100 loss_class: 1.770113 loss_bbox: 0.146955 loss_giou: 0.198089 loss_mask: 0.395140 loss_dice: 0.380292 loss_class_aux: 11.379831 loss_bbox_aux: 1.007766 loss_giou_aux: 1.299634 loss_mask_aux: 2.417592 loss_dice_aux: 2.348810 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.859837 loss: 23.885434 eta: 2:23:29 batch_cost: 0.6090 data_cost: 0.0026 ips: 13.1356 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:38:54] ppdet.engine.callbacks INFO: Epoch: [163] [200/264] learning_rate: 0.000100 loss_class: 1.942121 loss_bbox: 0.156005 loss_giou: 0.202143 loss_mask: 0.384252 loss_dice: 0.372715 loss_class_aux: 12.166117 loss_bbox_aux: 1.038166 loss_giou_aux: 1.320644 loss_mask_aux: 2.406389 loss_dice_aux: 2.324857 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.033224 eta: 2:23:20 batch_cost: 0.5732 data_cost: 0.0026 ips: 13.9560 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:39:00] ppdet.engine.callbacks INFO: Epoch: [163] [210/264] learning_rate: 0.000100 loss_class: 2.138872 loss_bbox: 0.168067 loss_giou: 0.220237 loss_mask: 0.467941 loss_dice: 0.433221 loss_class_aux: 13.297455 loss_bbox_aux: 1.103446 loss_giou_aux: 1.424614 loss_mask_aux: 3.137852 loss_dice_aux: 2.610627 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.034756 loss: 26.547225 eta: 2:23:10 batch_cost: 0.5794 data_cost: 0.0023 ips: 13.8070 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:39:07] ppdet.engine.callbacks INFO: Epoch: [163] [220/264] learning_rate: 0.000100 loss_class: 1.828825 loss_bbox: 0.144082 loss_giou: 0.188345 loss_mask: 0.416372 loss_dice: 0.384182 loss_class_aux: 11.886110 loss_bbox_aux: 0.980984 loss_giou_aux: 1.220867 loss_mask_aux: 2.508899 loss_dice_aux: 2.314749 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.981184 eta: 2:23:00 batch_cost: 0.6169 data_cost: 0.0020 ips: 12.9674 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:39:12] ppdet.engine.callbacks INFO: Epoch: [163] [230/264] learning_rate: 0.000100 loss_class: 1.890094 loss_bbox: 0.135859 loss_giou: 0.192122 loss_mask: 0.335104 loss_dice: 0.397196 loss_class_aux: 12.067627 loss_bbox_aux: 0.962991 loss_giou_aux: 1.281942 loss_mask_aux: 2.173644 loss_dice_aux: 2.451239 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.387048 loss: 22.531077 eta: 2:22:51 batch_cost: 0.5694 data_cost: 0.0016 ips: 14.0496 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:39:18] ppdet.engine.callbacks INFO: Epoch: [163] [240/264] learning_rate: 0.000100 loss_class: 1.891838 loss_bbox: 0.140499 loss_giou: 0.200867 loss_mask: 0.341133 loss_dice: 0.422818 loss_class_aux: 11.916588 loss_bbox_aux: 0.954409 loss_giou_aux: 1.324595 loss_mask_aux: 2.172431 loss_dice_aux: 2.487278 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.873645 loss: 23.234776 eta: 2:22:41 batch_cost: 0.5720 data_cost: 0.0016 ips: 13.9850 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:39:24] ppdet.engine.callbacks INFO: Epoch: [163] [250/264] learning_rate: 0.000100 loss_class: 2.082260 loss_bbox: 0.181045 loss_giou: 0.216657 loss_mask: 0.454585 loss_dice: 0.426813 loss_class_aux: 13.271320 loss_bbox_aux: 1.153373 loss_giou_aux: 1.354022 loss_mask_aux: 2.913434 loss_dice_aux: 2.506407 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.207242 eta: 2:22:31 batch_cost: 0.5336 data_cost: 0.0016 ips: 14.9930 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:39:30] ppdet.engine.callbacks INFO: Epoch: [163] [260/264] learning_rate: 0.000100 loss_class: 1.956503 loss_bbox: 0.151453 loss_giou: 0.201245 loss_mask: 0.423528 loss_dice: 0.371959 loss_class_aux: 11.969795 loss_bbox_aux: 0.970811 loss_giou_aux: 1.294203 loss_mask_aux: 2.628522 loss_dice_aux: 2.258928 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.324059 eta: 2:22:21 batch_cost: 0.5704 data_cost: 0.0015 ips: 14.0260 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:40:38] ppdet.engine.callbacks INFO: Epoch: [164] [  0/264] learning_rate: 0.000100 loss_class: 1.815180 loss_bbox: 0.167984 loss_giou: 0.195335 loss_mask: 0.434857 loss_dice: 0.382971 loss_class_aux: 11.698508 loss_bbox_aux: 1.091265 loss_giou_aux: 1.246507 loss_mask_aux: 2.628522 loss_dice_aux: 2.310243 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.361500 eta: 2:22:20 batch_cost: 1.8813 data_cost: 1.2907 ips: 4.2524 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:40:48] ppdet.engine.callbacks INFO: Epoch: [164] [ 10/264] learning_rate: 0.000100 loss_class: 1.954269 loss_bbox: 0.165976 loss_giou: 0.213755 loss_mask: 0.512696 loss_dice: 0.412214 loss_class_aux: 12.548257 loss_bbox_aux: 1.106123 loss_giou_aux: 1.393884 loss_mask_aux: 3.078997 loss_dice_aux: 2.543216 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.992711 eta: 2:22:11 batch_cost: 0.9490 data_cost: 0.0052 ips: 8.4296 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:40:54] ppdet.engine.callbacks INFO: Epoch: [164] [ 20/264] learning_rate: 0.000100 loss_class: 1.983456 loss_bbox: 0.155450 loss_giou: 0.209750 loss_mask: 0.384348 loss_dice: 0.411586 loss_class_aux: 12.449546 loss_bbox_aux: 1.003564 loss_giou_aux: 1.340995 loss_mask_aux: 2.414186 loss_dice_aux: 2.516790 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.127410 eta: 2:22:02 batch_cost: 0.6360 data_cost: 0.0041 ips: 12.5794 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:01] ppdet.engine.callbacks INFO: Epoch: [164] [ 30/264] learning_rate: 0.000100 loss_class: 2.040078 loss_bbox: 0.173998 loss_giou: 0.236320 loss_mask: 0.458528 loss_dice: 0.408950 loss_class_aux: 13.004229 loss_bbox_aux: 1.110487 loss_giou_aux: 1.492806 loss_mask_aux: 2.739866 loss_dice_aux: 2.433110 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.431627 loss: 25.451144 eta: 2:21:52 batch_cost: 0.6096 data_cost: 0.0022 ips: 13.1230 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:07] ppdet.engine.callbacks INFO: Epoch: [164] [ 40/264] learning_rate: 0.000100 loss_class: 1.846284 loss_bbox: 0.183672 loss_giou: 0.216592 loss_mask: 0.467641 loss_dice: 0.407814 loss_class_aux: 11.831618 loss_bbox_aux: 1.202031 loss_giou_aux: 1.398681 loss_mask_aux: 2.873186 loss_dice_aux: 2.453470 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.691153 loss: 23.452891 eta: 2:21:43 batch_cost: 0.5542 data_cost: 0.0020 ips: 14.4346 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:13] ppdet.engine.callbacks INFO: Epoch: [164] [ 50/264] learning_rate: 0.000100 loss_class: 2.005113 loss_bbox: 0.172852 loss_giou: 0.199721 loss_mask: 0.488364 loss_dice: 0.437886 loss_class_aux: 12.706882 loss_bbox_aux: 1.122504 loss_giou_aux: 1.354616 loss_mask_aux: 3.009979 loss_dice_aux: 2.666380 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.952944 loss: 25.681482 eta: 2:21:33 batch_cost: 0.5846 data_cost: 0.0019 ips: 13.6849 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:19] ppdet.engine.callbacks INFO: Epoch: [164] [ 60/264] learning_rate: 0.000100 loss_class: 1.793227 loss_bbox: 0.163513 loss_giou: 0.193377 loss_mask: 0.392720 loss_dice: 0.393188 loss_class_aux: 11.474462 loss_bbox_aux: 1.076601 loss_giou_aux: 1.297950 loss_mask_aux: 2.330006 loss_dice_aux: 2.408335 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.649315 loss: 23.233780 eta: 2:21:23 batch_cost: 0.5863 data_cost: 0.0021 ips: 13.6449 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:26] ppdet.engine.callbacks INFO: Epoch: [164] [ 70/264] learning_rate: 0.000100 loss_class: 1.689433 loss_bbox: 0.152340 loss_giou: 0.192790 loss_mask: 0.362037 loss_dice: 0.366785 loss_class_aux: 11.013752 loss_bbox_aux: 1.000363 loss_giou_aux: 1.240557 loss_mask_aux: 2.179679 loss_dice_aux: 2.253620 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.468591 eta: 2:21:14 batch_cost: 0.6436 data_cost: 0.0023 ips: 12.4310 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:32] ppdet.engine.callbacks INFO: Epoch: [164] [ 80/264] learning_rate: 0.000100 loss_class: 1.626515 loss_bbox: 0.152662 loss_giou: 0.185666 loss_mask: 0.398556 loss_dice: 0.350402 loss_class_aux: 10.415791 loss_bbox_aux: 1.003244 loss_giou_aux: 1.247042 loss_mask_aux: 2.386617 loss_dice_aux: 2.161005 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.390001 loss: 22.092180 eta: 2:21:04 batch_cost: 0.6123 data_cost: 0.0020 ips: 13.0650 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:38] ppdet.engine.callbacks INFO: Epoch: [164] [ 90/264] learning_rate: 0.000100 loss_class: 1.767461 loss_bbox: 0.134291 loss_giou: 0.181963 loss_mask: 0.331723 loss_dice: 0.351349 loss_class_aux: 11.380964 loss_bbox_aux: 0.927827 loss_giou_aux: 1.162384 loss_mask_aux: 2.160808 loss_dice_aux: 2.201851 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.471011 eta: 2:20:54 batch_cost: 0.5937 data_cost: 0.0019 ips: 13.4758 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:41] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:41:41] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:41:45] ppdet.engine.callbacks INFO: Epoch: [164] [100/264] learning_rate: 0.000100 loss_class: 1.975044 loss_bbox: 0.149899 loss_giou: 0.204478 loss_mask: 0.370007 loss_dice: 0.384095 loss_class_aux: 12.114142 loss_bbox_aux: 0.968568 loss_giou_aux: 1.280279 loss_mask_aux: 2.235485 loss_dice_aux: 2.289717 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.798707 eta: 2:20:45 batch_cost: 0.6108 data_cost: 0.0022 ips: 13.0967 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:51] ppdet.engine.callbacks INFO: Epoch: [164] [110/264] learning_rate: 0.000100 loss_class: 1.755398 loss_bbox: 0.133475 loss_giou: 0.190811 loss_mask: 0.319221 loss_dice: 0.383240 loss_class_aux: 11.107880 loss_bbox_aux: 0.898412 loss_giou_aux: 1.269097 loss_mask_aux: 2.030428 loss_dice_aux: 2.339304 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.622091 loss: 21.831978 eta: 2:20:35 batch_cost: 0.5717 data_cost: 0.0020 ips: 13.9941 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:41:57] ppdet.engine.callbacks INFO: Epoch: [164] [120/264] learning_rate: 0.000100 loss_class: 1.678441 loss_bbox: 0.155107 loss_giou: 0.177725 loss_mask: 0.415379 loss_dice: 0.361272 loss_class_aux: 11.104065 loss_bbox_aux: 1.005408 loss_giou_aux: 1.166670 loss_mask_aux: 2.435984 loss_dice_aux: 2.182403 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.450777 eta: 2:20:26 batch_cost: 0.6316 data_cost: 0.0026 ips: 12.6668 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:04] ppdet.engine.callbacks INFO: Epoch: [164] [130/264] learning_rate: 0.000100 loss_class: 1.781784 loss_bbox: 0.141531 loss_giou: 0.197303 loss_mask: 0.401756 loss_dice: 0.387738 loss_class_aux: 11.366674 loss_bbox_aux: 1.008025 loss_giou_aux: 1.269934 loss_mask_aux: 2.346949 loss_dice_aux: 2.304518 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.765028 eta: 2:20:16 batch_cost: 0.6363 data_cost: 0.0023 ips: 12.5721 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:10] ppdet.engine.callbacks INFO: Epoch: [164] [140/264] learning_rate: 0.000100 loss_class: 2.008740 loss_bbox: 0.196585 loss_giou: 0.219731 loss_mask: 0.454127 loss_dice: 0.413228 loss_class_aux: 12.732387 loss_bbox_aux: 1.293605 loss_giou_aux: 1.427039 loss_mask_aux: 2.868078 loss_dice_aux: 2.517288 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.302012 eta: 2:20:06 batch_cost: 0.5920 data_cost: 0.0020 ips: 13.5129 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:17] ppdet.engine.callbacks INFO: Epoch: [164] [150/264] learning_rate: 0.000100 loss_class: 1.889717 loss_bbox: 0.139639 loss_giou: 0.199264 loss_mask: 0.420782 loss_dice: 0.399916 loss_class_aux: 12.361114 loss_bbox_aux: 0.967099 loss_giou_aux: 1.280302 loss_mask_aux: 2.494643 loss_dice_aux: 2.453092 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.633718 eta: 2:19:57 batch_cost: 0.6134 data_cost: 0.0020 ips: 13.0429 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:23] ppdet.engine.callbacks INFO: Epoch: [164] [160/264] learning_rate: 0.000100 loss_class: 1.983893 loss_bbox: 0.142009 loss_giou: 0.207815 loss_mask: 0.396821 loss_dice: 0.393867 loss_class_aux: 12.922027 loss_bbox_aux: 0.982586 loss_giou_aux: 1.343393 loss_mask_aux: 2.446217 loss_dice_aux: 2.438987 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.312366 eta: 2:19:47 batch_cost: 0.6118 data_cost: 0.0020 ips: 13.0763 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:29] ppdet.engine.callbacks INFO: Epoch: [164] [170/264] learning_rate: 0.000100 loss_class: 1.705088 loss_bbox: 0.135533 loss_giou: 0.174426 loss_mask: 0.364057 loss_dice: 0.350347 loss_class_aux: 11.645488 loss_bbox_aux: 0.908361 loss_giou_aux: 1.117926 loss_mask_aux: 2.252171 loss_dice_aux: 2.182526 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.390718 loss: 21.077568 eta: 2:19:38 batch_cost: 0.5696 data_cost: 0.0020 ips: 14.0456 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:35] ppdet.engine.callbacks INFO: Epoch: [164] [180/264] learning_rate: 0.000100 loss_class: 1.934374 loss_bbox: 0.145195 loss_giou: 0.191450 loss_mask: 0.390499 loss_dice: 0.371855 loss_class_aux: 12.264916 loss_bbox_aux: 0.947880 loss_giou_aux: 1.289025 loss_mask_aux: 2.301471 loss_dice_aux: 2.279279 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.416565 eta: 2:19:28 batch_cost: 0.5565 data_cost: 0.0020 ips: 14.3756 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:41] ppdet.engine.callbacks INFO: Epoch: [164] [190/264] learning_rate: 0.000100 loss_class: 1.959364 loss_bbox: 0.119856 loss_giou: 0.186563 loss_mask: 0.297162 loss_dice: 0.375949 loss_class_aux: 12.516653 loss_bbox_aux: 0.817243 loss_giou_aux: 1.229494 loss_mask_aux: 1.830343 loss_dice_aux: 2.269060 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.814698 loss: 23.107899 eta: 2:19:18 batch_cost: 0.5877 data_cost: 0.0020 ips: 13.6128 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:48] ppdet.engine.callbacks INFO: Epoch: [164] [200/264] learning_rate: 0.000100 loss_class: 1.757425 loss_bbox: 0.150165 loss_giou: 0.181145 loss_mask: 0.408794 loss_dice: 0.359609 loss_class_aux: 11.176216 loss_bbox_aux: 0.980316 loss_giou_aux: 1.189916 loss_mask_aux: 2.565917 loss_dice_aux: 2.225785 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.444237 eta: 2:19:09 batch_cost: 0.6352 data_cost: 0.0024 ips: 12.5939 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:42:54] ppdet.engine.callbacks INFO: Epoch: [164] [210/264] learning_rate: 0.000100 loss_class: 1.878251 loss_bbox: 0.125508 loss_giou: 0.200781 loss_mask: 0.360764 loss_dice: 0.370768 loss_class_aux: 11.945210 loss_bbox_aux: 0.863038 loss_giou_aux: 1.305337 loss_mask_aux: 2.202752 loss_dice_aux: 2.260985 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.785132 eta: 2:18:59 batch_cost: 0.5887 data_cost: 0.0020 ips: 13.5889 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:43:00] ppdet.engine.callbacks INFO: Epoch: [164] [220/264] learning_rate: 0.000100 loss_class: 1.852705 loss_bbox: 0.137239 loss_giou: 0.192195 loss_mask: 0.367421 loss_dice: 0.376269 loss_class_aux: 12.070142 loss_bbox_aux: 0.927304 loss_giou_aux: 1.312374 loss_mask_aux: 2.296852 loss_dice_aux: 2.304717 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.442706 loss: 23.039167 eta: 2:18:49 batch_cost: 0.6049 data_cost: 0.0018 ips: 13.2250 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:43:06] ppdet.engine.callbacks INFO: Epoch: [164] [230/264] learning_rate: 0.000100 loss_class: 1.786207 loss_bbox: 0.129256 loss_giou: 0.213545 loss_mask: 0.285361 loss_dice: 0.366747 loss_class_aux: 10.997707 loss_bbox_aux: 0.835409 loss_giou_aux: 1.369273 loss_mask_aux: 1.778484 loss_dice_aux: 2.217860 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.383787 eta: 2:18:40 batch_cost: 0.5702 data_cost: 0.0017 ips: 14.0301 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:43:12] ppdet.engine.callbacks INFO: Epoch: [164] [240/264] learning_rate: 0.000100 loss_class: 1.848098 loss_bbox: 0.125325 loss_giou: 0.185710 loss_mask: 0.358659 loss_dice: 0.359633 loss_class_aux: 11.799066 loss_bbox_aux: 0.873967 loss_giou_aux: 1.225619 loss_mask_aux: 2.219920 loss_dice_aux: 2.168149 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.539469 loss: 21.734200 eta: 2:18:30 batch_cost: 0.5299 data_cost: 0.0015 ips: 15.0974 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:43:18] ppdet.engine.callbacks INFO: Epoch: [164] [250/264] learning_rate: 0.000100 loss_class: 1.795186 loss_bbox: 0.121515 loss_giou: 0.184570 loss_mask: 0.377519 loss_dice: 0.372866 loss_class_aux: 12.035275 loss_bbox_aux: 0.846082 loss_giou_aux: 1.167140 loss_mask_aux: 2.312265 loss_dice_aux: 2.225706 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.639607 loss: 21.553995 eta: 2:18:20 batch_cost: 0.5684 data_cost: 0.0016 ips: 14.0749 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:43:23] ppdet.engine.callbacks INFO: Epoch: [164] [260/264] learning_rate: 0.000100 loss_class: 1.824394 loss_bbox: 0.130068 loss_giou: 0.194568 loss_mask: 0.329269 loss_dice: 0.346152 loss_class_aux: 11.625084 loss_bbox_aux: 0.900211 loss_giou_aux: 1.240931 loss_mask_aux: 2.090085 loss_dice_aux: 2.188005 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.443646 eta: 2:18:11 batch_cost: 0.5350 data_cost: 0.0016 ips: 14.9543 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:44:18] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/164
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:44:23] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/164/inference/inference.yml
[05/14 07:44:23] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 07:44:24] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/164/inference
[05/14 07:44:29] ppdet.engine.callbacks INFO: Eval iter: 0
[05/14 07:44:36] ppdet.engine.callbacks INFO: Eval iter: 100
[05/14 07:44:43] ppdet.engine.callbacks INFO: Eval iter: 200
[05/14 07:44:46] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:44:46] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=0.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.25s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.515
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.718
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.618
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.515
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.393
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.724
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.761
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = -1.000
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.761
[05/14 07:44:48] ppdet.engine.callbacks INFO: Total sample number: 236, average FPS: 12.308929723849083
[05/14 07:44:48] ppdet.engine WARNING: Evaluation results empty, this may be due to training iterations being too few or not loading the correct weights.
[05/14 07:44:48] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/164
[05/14 07:44:48] ppdet.utils.checkpoint INFO: Already save model info in /root/work/paddleocr-det/PaddleX/output/best_model
[05/14 07:44:48] ppdet.engine INFO: Best test  ap is 0.000.
[05/14 07:44:51] ppdet.utils.checkpoint INFO: Save checkpoint: /root/work/paddleocr-det/PaddleX/output/best_model
loading annotations into memory...
Done (t=0.00s)
creating index...
index created!
[05/14 07:44:57] ppdet.engine INFO: Export inference config file to /root/work/paddleocr-det/PaddleX/output/best_model/inference/inference.yml
[05/14 07:44:57] ppdet.engine INFO: Skipping import of the encryption module.
[05/14 07:44:57] ppdet.engine INFO: Export model and saved in /root/work/paddleocr-det/PaddleX/output/best_model/inference
[05/14 07:45:17] ppdet.engine.callbacks INFO: Epoch: [165] [  0/264] learning_rate: 0.000100 loss_class: 1.893668 loss_bbox: 0.130068 loss_giou: 0.198304 loss_mask: 0.387330 loss_dice: 0.365190 loss_class_aux: 12.051677 loss_bbox_aux: 0.900211 loss_giou_aux: 1.256713 loss_mask_aux: 2.233381 loss_dice_aux: 2.195167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.462486 loss: 22.938933 eta: 2:18:10 batch_cost: 2.1775 data_cost: 1.5630 ips: 3.6740 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:45:25] ppdet.engine.callbacks INFO: Epoch: [165] [ 10/264] learning_rate: 0.000100 loss_class: 1.834948 loss_bbox: 0.144553 loss_giou: 0.181000 loss_mask: 0.369851 loss_dice: 0.360664 loss_class_aux: 11.079817 loss_bbox_aux: 0.980318 loss_giou_aux: 1.222735 loss_mask_aux: 2.230232 loss_dice_aux: 2.222348 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.973906 eta: 2:18:01 batch_cost: 0.7808 data_cost: 0.0036 ips: 10.2461 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:45:33] ppdet.engine.callbacks INFO: Epoch: [165] [ 20/264] learning_rate: 0.000100 loss_class: 1.832015 loss_bbox: 0.142465 loss_giou: 0.190083 loss_mask: 0.368611 loss_dice: 0.352632 loss_class_aux: 11.887279 loss_bbox_aux: 0.941687 loss_giou_aux: 1.278812 loss_mask_aux: 2.219967 loss_dice_aux: 2.183641 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.996692 eta: 2:17:52 batch_cost: 0.7290 data_cost: 0.0028 ips: 10.9739 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:45:39] ppdet.engine.callbacks INFO: Epoch: [165] [ 30/264] learning_rate: 0.000100 loss_class: 1.882739 loss_bbox: 0.153975 loss_giou: 0.201841 loss_mask: 0.489259 loss_dice: 0.396362 loss_class_aux: 11.866988 loss_bbox_aux: 1.181513 loss_giou_aux: 1.369595 loss_mask_aux: 2.916505 loss_dice_aux: 2.431152 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.151238 eta: 2:17:42 batch_cost: 0.5649 data_cost: 0.0025 ips: 14.1620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:45:45] ppdet.engine.callbacks INFO: Epoch: [165] [ 40/264] learning_rate: 0.000100 loss_class: 1.727537 loss_bbox: 0.163160 loss_giou: 0.192599 loss_mask: 0.412580 loss_dice: 0.405978 loss_class_aux: 11.260808 loss_bbox_aux: 1.040156 loss_giou_aux: 1.286252 loss_mask_aux: 2.518523 loss_dice_aux: 2.443136 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.771822 eta: 2:17:32 batch_cost: 0.5712 data_cost: 0.0021 ips: 14.0062 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:45:50] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:45:50] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:45:51] ppdet.engine.callbacks INFO: Epoch: [165] [ 50/264] learning_rate: 0.000100 loss_class: 1.765320 loss_bbox: 0.143133 loss_giou: 0.187218 loss_mask: 0.407397 loss_dice: 0.400315 loss_class_aux: 11.124423 loss_bbox_aux: 1.026764 loss_giou_aux: 1.203040 loss_mask_aux: 2.747916 loss_dice_aux: 2.449864 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.663447 loss: 24.061872 eta: 2:17:23 batch_cost: 0.6132 data_cost: 0.0023 ips: 13.0462 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:45:58] ppdet.engine.callbacks INFO: Epoch: [165] [ 60/264] learning_rate: 0.000100 loss_class: 1.741966 loss_bbox: 0.142714 loss_giou: 0.202954 loss_mask: 0.357145 loss_dice: 0.377629 loss_class_aux: 11.027671 loss_bbox_aux: 0.946841 loss_giou_aux: 1.322279 loss_mask_aux: 2.220473 loss_dice_aux: 2.293167 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.484682 loss: 22.527955 eta: 2:17:13 batch_cost: 0.5910 data_cost: 0.0026 ips: 13.5362 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:04] ppdet.engine.callbacks INFO: Epoch: [165] [ 70/264] learning_rate: 0.000100 loss_class: 1.811014 loss_bbox: 0.144966 loss_giou: 0.187775 loss_mask: 0.432371 loss_dice: 0.381363 loss_class_aux: 11.396504 loss_bbox_aux: 0.994406 loss_giou_aux: 1.219473 loss_mask_aux: 2.563480 loss_dice_aux: 2.285443 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.204247 eta: 2:17:04 batch_cost: 0.5856 data_cost: 0.0020 ips: 13.6607 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:10] ppdet.engine.callbacks INFO: Epoch: [165] [ 80/264] learning_rate: 0.000100 loss_class: 1.721196 loss_bbox: 0.139600 loss_giou: 0.191090 loss_mask: 0.367739 loss_dice: 0.339766 loss_class_aux: 10.725176 loss_bbox_aux: 0.937354 loss_giou_aux: 1.251095 loss_mask_aux: 2.213519 loss_dice_aux: 2.067574 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.359396 loss: 21.326448 eta: 2:16:54 batch_cost: 0.5734 data_cost: 0.0019 ips: 13.9510 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:16] ppdet.engine.callbacks INFO: Epoch: [165] [ 90/264] learning_rate: 0.000100 loss_class: 1.889711 loss_bbox: 0.138014 loss_giou: 0.202152 loss_mask: 0.396065 loss_dice: 0.373680 loss_class_aux: 11.856390 loss_bbox_aux: 0.964750 loss_giou_aux: 1.280524 loss_mask_aux: 2.440973 loss_dice_aux: 2.252086 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.963869 eta: 2:16:44 batch_cost: 0.5946 data_cost: 0.0022 ips: 13.4538 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:23] ppdet.engine.callbacks INFO: Epoch: [165] [100/264] learning_rate: 0.000100 loss_class: 1.845645 loss_bbox: 0.129532 loss_giou: 0.216442 loss_mask: 0.381827 loss_dice: 0.404534 loss_class_aux: 11.587456 loss_bbox_aux: 0.888505 loss_giou_aux: 1.389552 loss_mask_aux: 2.308869 loss_dice_aux: 2.403438 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.503573 loss: 22.433274 eta: 2:16:35 batch_cost: 0.6257 data_cost: 0.0022 ips: 12.7856 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:29] ppdet.engine.callbacks INFO: Epoch: [165] [110/264] learning_rate: 0.000100 loss_class: 1.833445 loss_bbox: 0.154283 loss_giou: 0.195220 loss_mask: 0.415115 loss_dice: 0.391277 loss_class_aux: 11.832640 loss_bbox_aux: 1.036956 loss_giou_aux: 1.306890 loss_mask_aux: 2.545954 loss_dice_aux: 2.382522 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.671285 eta: 2:16:25 batch_cost: 0.6111 data_cost: 0.0023 ips: 13.0912 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:35] ppdet.engine.callbacks INFO: Epoch: [165] [120/264] learning_rate: 0.000100 loss_class: 2.126075 loss_bbox: 0.136628 loss_giou: 0.196210 loss_mask: 0.332568 loss_dice: 0.367771 loss_class_aux: 13.754699 loss_bbox_aux: 0.907345 loss_giou_aux: 1.248724 loss_mask_aux: 2.078289 loss_dice_aux: 2.235436 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.068122 eta: 2:16:16 batch_cost: 0.5839 data_cost: 0.0026 ips: 13.7014 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:41] ppdet.engine.callbacks INFO: Epoch: [165] [130/264] learning_rate: 0.000100 loss_class: 1.703868 loss_bbox: 0.149116 loss_giou: 0.178694 loss_mask: 0.436204 loss_dice: 0.388782 loss_class_aux: 11.391964 loss_bbox_aux: 1.045089 loss_giou_aux: 1.196223 loss_mask_aux: 2.671821 loss_dice_aux: 2.357884 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.587215 loss: 22.496284 eta: 2:16:06 batch_cost: 0.5626 data_cost: 0.0019 ips: 14.2187 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:47] ppdet.engine.callbacks INFO: Epoch: [165] [140/264] learning_rate: 0.000100 loss_class: 1.779159 loss_bbox: 0.135065 loss_giou: 0.193235 loss_mask: 0.357723 loss_dice: 0.373663 loss_class_aux: 11.485653 loss_bbox_aux: 0.933730 loss_giou_aux: 1.241745 loss_mask_aux: 2.186726 loss_dice_aux: 2.236642 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.593775 eta: 2:15:56 batch_cost: 0.5379 data_cost: 0.0019 ips: 14.8737 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:53] ppdet.engine.callbacks INFO: Epoch: [165] [150/264] learning_rate: 0.000100 loss_class: 1.784870 loss_bbox: 0.169815 loss_giou: 0.218703 loss_mask: 0.449794 loss_dice: 0.391546 loss_class_aux: 11.462418 loss_bbox_aux: 1.108944 loss_giou_aux: 1.336545 loss_mask_aux: 2.706643 loss_dice_aux: 2.332783 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.052844 eta: 2:15:47 batch_cost: 0.6141 data_cost: 0.0025 ips: 13.0267 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:46:59] ppdet.engine.callbacks INFO: Epoch: [165] [160/264] learning_rate: 0.000100 loss_class: 1.931346 loss_bbox: 0.146999 loss_giou: 0.206023 loss_mask: 0.333473 loss_dice: 0.381403 loss_class_aux: 11.884404 loss_bbox_aux: 0.981806 loss_giou_aux: 1.307337 loss_mask_aux: 2.155907 loss_dice_aux: 2.385247 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.349302 eta: 2:15:37 batch_cost: 0.5866 data_cost: 0.0021 ips: 13.6370 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:06] ppdet.engine.callbacks INFO: Epoch: [165] [170/264] learning_rate: 0.000100 loss_class: 1.867210 loss_bbox: 0.136170 loss_giou: 0.192949 loss_mask: 0.366819 loss_dice: 0.357902 loss_class_aux: 11.884291 loss_bbox_aux: 0.956077 loss_giou_aux: 1.282375 loss_mask_aux: 2.262174 loss_dice_aux: 2.203557 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.038578 eta: 2:15:27 batch_cost: 0.6103 data_cost: 0.0021 ips: 13.1090 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:12] ppdet.engine.callbacks INFO: Epoch: [165] [180/264] learning_rate: 0.000100 loss_class: 1.644632 loss_bbox: 0.139598 loss_giou: 0.176406 loss_mask: 0.364259 loss_dice: 0.362422 loss_class_aux: 10.896377 loss_bbox_aux: 0.960600 loss_giou_aux: 1.142342 loss_mask_aux: 2.224001 loss_dice_aux: 2.183425 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.192132 eta: 2:15:18 batch_cost: 0.6101 data_cost: 0.0021 ips: 13.1116 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:18] ppdet.engine.callbacks INFO: Epoch: [165] [190/264] learning_rate: 0.000100 loss_class: 1.923984 loss_bbox: 0.153511 loss_giou: 0.200098 loss_mask: 0.463763 loss_dice: 0.388554 loss_class_aux: 11.763033 loss_bbox_aux: 1.012704 loss_giou_aux: 1.276123 loss_mask_aux: 2.758581 loss_dice_aux: 2.336858 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.481596 loss: 23.132527 eta: 2:15:08 batch_cost: 0.5689 data_cost: 0.0022 ips: 14.0620 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:25] ppdet.engine.callbacks INFO: Epoch: [165] [200/264] learning_rate: 0.000100 loss_class: 1.915106 loss_bbox: 0.130901 loss_giou: 0.224230 loss_mask: 0.382615 loss_dice: 0.423600 loss_class_aux: 12.464285 loss_bbox_aux: 0.886385 loss_giou_aux: 1.488822 loss_mask_aux: 2.327726 loss_dice_aux: 2.538569 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.071390 eta: 2:14:59 batch_cost: 0.6223 data_cost: 0.0026 ips: 12.8565 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:31] ppdet.engine.callbacks INFO: Epoch: [165] [210/264] learning_rate: 0.000100 loss_class: 1.939596 loss_bbox: 0.153474 loss_giou: 0.210731 loss_mask: 0.437044 loss_dice: 0.402239 loss_class_aux: 12.411731 loss_bbox_aux: 1.021790 loss_giou_aux: 1.326157 loss_mask_aux: 2.679811 loss_dice_aux: 2.504751 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.358885 eta: 2:14:49 batch_cost: 0.5994 data_cost: 0.0020 ips: 13.3467 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:37] ppdet.engine.callbacks INFO: Epoch: [165] [220/264] learning_rate: 0.000100 loss_class: 1.823775 loss_bbox: 0.137325 loss_giou: 0.197306 loss_mask: 0.330730 loss_dice: 0.373249 loss_class_aux: 11.559930 loss_bbox_aux: 0.902408 loss_giou_aux: 1.309407 loss_mask_aux: 2.083708 loss_dice_aux: 2.310163 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.864356 loss: 23.104416 eta: 2:14:40 batch_cost: 0.5868 data_cost: 0.0019 ips: 13.6339 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:43] ppdet.engine.callbacks INFO: Epoch: [165] [230/264] learning_rate: 0.000100 loss_class: 1.854326 loss_bbox: 0.152490 loss_giou: 0.195958 loss_mask: 0.425154 loss_dice: 0.456968 loss_class_aux: 11.724638 loss_bbox_aux: 1.022373 loss_giou_aux: 1.278001 loss_mask_aux: 2.550091 loss_dice_aux: 2.791732 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 25.136809 eta: 2:14:30 batch_cost: 0.5704 data_cost: 0.0016 ips: 14.0261 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:49] ppdet.engine.callbacks INFO: Epoch: [165] [240/264] learning_rate: 0.000100 loss_class: 1.866099 loss_bbox: 0.138081 loss_giou: 0.197119 loss_mask: 0.344478 loss_dice: 0.408491 loss_class_aux: 12.137334 loss_bbox_aux: 0.931997 loss_giou_aux: 1.240507 loss_mask_aux: 2.094751 loss_dice_aux: 2.539287 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.350275 eta: 2:14:20 batch_cost: 0.5971 data_cost: 0.0015 ips: 13.3973 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:47:55] ppdet.engine.callbacks INFO: Epoch: [165] [250/264] learning_rate: 0.000100 loss_class: 1.762677 loss_bbox: 0.138254 loss_giou: 0.204891 loss_mask: 0.341554 loss_dice: 0.390601 loss_class_aux: 11.012509 loss_bbox_aux: 0.921866 loss_giou_aux: 1.306177 loss_mask_aux: 2.071265 loss_dice_aux: 2.348524 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.632741 loss: 22.267591 eta: 2:14:11 batch_cost: 0.5620 data_cost: 0.0015 ips: 14.2344 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:48:01] ppdet.engine.callbacks INFO: Epoch: [165] [260/264] learning_rate: 0.000100 loss_class: 1.957755 loss_bbox: 0.158624 loss_giou: 0.197265 loss_mask: 0.455057 loss_dice: 0.390110 loss_class_aux: 12.331273 loss_bbox_aux: 1.050681 loss_giou_aux: 1.245887 loss_mask_aux: 2.636171 loss_dice_aux: 2.410004 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.755951 eta: 2:14:01 batch_cost: 0.5691 data_cost: 0.0016 ips: 14.0575 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:10] ppdet.engine.callbacks INFO: Epoch: [166] [  0/264] learning_rate: 0.000100 loss_class: 1.913185 loss_bbox: 0.143285 loss_giou: 0.183501 loss_mask: 0.418683 loss_dice: 0.363138 loss_class_aux: 12.047129 loss_bbox_aux: 0.971300 loss_giou_aux: 1.195834 loss_mask_aux: 2.359375 loss_dice_aux: 2.320434 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.673914 eta: 2:14:00 batch_cost: 1.9649 data_cost: 1.2821 ips: 4.0714 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:20] ppdet.engine.callbacks INFO: Epoch: [166] [ 10/264] learning_rate: 0.000100 loss_class: 1.703672 loss_bbox: 0.124606 loss_giou: 0.196699 loss_mask: 0.321936 loss_dice: 0.353723 loss_class_aux: 11.400512 loss_bbox_aux: 0.872446 loss_giou_aux: 1.265969 loss_mask_aux: 1.941677 loss_dice_aux: 2.216105 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.368756 loss: 20.577174 eta: 2:13:51 batch_cost: 0.9535 data_cost: 0.0104 ips: 8.3905 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:27] ppdet.engine.callbacks INFO: Epoch: [166] [ 20/264] learning_rate: 0.000100 loss_class: 2.001299 loss_bbox: 0.131533 loss_giou: 0.198709 loss_mask: 0.380562 loss_dice: 0.402663 loss_class_aux: 12.818302 loss_bbox_aux: 0.932960 loss_giou_aux: 1.345321 loss_mask_aux: 2.298588 loss_dice_aux: 2.509515 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.271214 eta: 2:13:42 batch_cost: 0.6777 data_cost: 0.0027 ips: 11.8042 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:34] ppdet.engine.callbacks INFO: Epoch: [166] [ 30/264] learning_rate: 0.000100 loss_class: 2.029276 loss_bbox: 0.153822 loss_giou: 0.204528 loss_mask: 0.340745 loss_dice: 0.413295 loss_class_aux: 12.750979 loss_bbox_aux: 0.964439 loss_giou_aux: 1.330834 loss_mask_aux: 2.081930 loss_dice_aux: 2.599619 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.002220 eta: 2:13:32 batch_cost: 0.6494 data_cost: 0.0028 ips: 12.3196 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:40] ppdet.engine.callbacks INFO: Epoch: [166] [ 40/264] learning_rate: 0.000100 loss_class: 1.922800 loss_bbox: 0.146904 loss_giou: 0.214865 loss_mask: 0.450056 loss_dice: 0.456943 loss_class_aux: 12.391051 loss_bbox_aux: 0.994635 loss_giou_aux: 1.365103 loss_mask_aux: 2.646860 loss_dice_aux: 2.718451 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 26.267827 eta: 2:13:23 batch_cost: 0.5889 data_cost: 0.0028 ips: 13.5844 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:46] ppdet.engine.callbacks INFO: Epoch: [166] [ 50/264] learning_rate: 0.000100 loss_class: 1.903101 loss_bbox: 0.151486 loss_giou: 0.191460 loss_mask: 0.417891 loss_dice: 0.407400 loss_class_aux: 12.025924 loss_bbox_aux: 0.943171 loss_giou_aux: 1.207071 loss_mask_aux: 2.511302 loss_dice_aux: 2.407911 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.200706 eta: 2:13:13 batch_cost: 0.5872 data_cost: 0.0023 ips: 13.6239 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:52] ppdet.engine.callbacks INFO: Epoch: [166] [ 60/264] learning_rate: 0.000100 loss_class: 1.750539 loss_bbox: 0.131631 loss_giou: 0.194834 loss_mask: 0.318000 loss_dice: 0.367728 loss_class_aux: 11.224443 loss_bbox_aux: 0.886307 loss_giou_aux: 1.231988 loss_mask_aux: 1.935988 loss_dice_aux: 2.301867 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.653567 eta: 2:13:04 batch_cost: 0.5670 data_cost: 0.0020 ips: 14.1086 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:49:56] ppdet.data.transform.operators WARNING: The actual image height: 4032 is not equal to the height: 3024.0 in annotation, and update sample['h'] by actual image height.
[05/14 07:49:56] ppdet.data.transform.operators WARNING: The actual image width: 3024 is not equal to the width: 4032.0 in annotation, and update sample['w'] by actual image width.
[05/14 07:49:58] ppdet.engine.callbacks INFO: Epoch: [166] [ 70/264] learning_rate: 0.000100 loss_class: 1.809810 loss_bbox: 0.141610 loss_giou: 0.189516 loss_mask: 0.355705 loss_dice: 0.384741 loss_class_aux: 11.638609 loss_bbox_aux: 1.026938 loss_giou_aux: 1.256560 loss_mask_aux: 2.386525 loss_dice_aux: 2.352256 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 21.577007 eta: 2:12:54 batch_cost: 0.5830 data_cost: 0.0025 ips: 13.7217 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:05] ppdet.engine.callbacks INFO: Epoch: [166] [ 80/264] learning_rate: 0.000100 loss_class: 1.808209 loss_bbox: 0.158535 loss_giou: 0.209088 loss_mask: 0.392747 loss_dice: 0.394455 loss_class_aux: 11.957492 loss_bbox_aux: 1.008704 loss_giou_aux: 1.351222 loss_mask_aux: 2.363446 loss_dice_aux: 2.375779 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.564083 eta: 2:12:45 batch_cost: 0.6760 data_cost: 0.0027 ips: 11.8345 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:12] ppdet.engine.callbacks INFO: Epoch: [166] [ 90/264] learning_rate: 0.000100 loss_class: 1.729586 loss_bbox: 0.109930 loss_giou: 0.168962 loss_mask: 0.298793 loss_dice: 0.327617 loss_class_aux: 11.320259 loss_bbox_aux: 0.755401 loss_giou_aux: 1.125049 loss_mask_aux: 2.015739 loss_dice_aux: 2.085269 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 20.806402 eta: 2:12:35 batch_cost: 0.6248 data_cost: 0.0022 ips: 12.8031 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:18] ppdet.engine.callbacks INFO: Epoch: [166] [100/264] learning_rate: 0.000100 loss_class: 1.686580 loss_bbox: 0.126831 loss_giou: 0.178011 loss_mask: 0.330469 loss_dice: 0.354576 loss_class_aux: 11.091760 loss_bbox_aux: 0.851605 loss_giou_aux: 1.140264 loss_mask_aux: 2.025398 loss_dice_aux: 2.157899 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.394727 loss: 20.950879 eta: 2:12:26 batch_cost: 0.6067 data_cost: 0.0021 ips: 13.1853 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:25] ppdet.engine.callbacks INFO: Epoch: [166] [110/264] learning_rate: 0.000100 loss_class: 1.812894 loss_bbox: 0.175120 loss_giou: 0.203098 loss_mask: 0.425756 loss_dice: 0.412807 loss_class_aux: 11.575995 loss_bbox_aux: 1.132191 loss_giou_aux: 1.318876 loss_mask_aux: 2.592631 loss_dice_aux: 2.537236 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.876197 eta: 2:12:16 batch_cost: 0.6207 data_cost: 0.0022 ips: 12.8884 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:31] ppdet.engine.callbacks INFO: Epoch: [166] [120/264] learning_rate: 0.000100 loss_class: 1.859049 loss_bbox: 0.130561 loss_giou: 0.208627 loss_mask: 0.348099 loss_dice: 0.399434 loss_class_aux: 12.191611 loss_bbox_aux: 0.926217 loss_giou_aux: 1.345536 loss_mask_aux: 2.173786 loss_dice_aux: 2.398358 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.176317 loss: 23.489187 eta: 2:12:07 batch_cost: 0.5930 data_cost: 0.0026 ips: 13.4904 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:37] ppdet.engine.callbacks INFO: Epoch: [166] [130/264] learning_rate: 0.000100 loss_class: 2.080782 loss_bbox: 0.134393 loss_giou: 0.206637 loss_mask: 0.391072 loss_dice: 0.410663 loss_class_aux: 13.405593 loss_bbox_aux: 0.911895 loss_giou_aux: 1.305528 loss_mask_aux: 2.176721 loss_dice_aux: 2.401486 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.493534 eta: 2:11:57 batch_cost: 0.5818 data_cost: 0.0020 ips: 13.7506 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:44] ppdet.engine.callbacks INFO: Epoch: [166] [140/264] learning_rate: 0.000100 loss_class: 1.784057 loss_bbox: 0.161040 loss_giou: 0.188905 loss_mask: 0.432020 loss_dice: 0.377582 loss_class_aux: 11.291365 loss_bbox_aux: 1.158530 loss_giou_aux: 1.244027 loss_mask_aux: 2.615816 loss_dice_aux: 2.291388 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.146143 eta: 2:11:47 batch_cost: 0.6129 data_cost: 0.0022 ips: 13.0530 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:50] ppdet.engine.callbacks INFO: Epoch: [166] [150/264] learning_rate: 0.000100 loss_class: 2.118075 loss_bbox: 0.160056 loss_giou: 0.194647 loss_mask: 0.390492 loss_dice: 0.394155 loss_class_aux: 12.613313 loss_bbox_aux: 1.069908 loss_giou_aux: 1.300304 loss_mask_aux: 2.484346 loss_dice_aux: 2.492330 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 23.943163 eta: 2:11:38 batch_cost: 0.6154 data_cost: 0.0025 ips: 12.9997 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:50:57] ppdet.engine.callbacks INFO: Epoch: [166] [160/264] learning_rate: 0.000100 loss_class: 1.852419 loss_bbox: 0.160343 loss_giou: 0.181465 loss_mask: 0.425159 loss_dice: 0.392136 loss_class_aux: 11.742473 loss_bbox_aux: 1.050541 loss_giou_aux: 1.227201 loss_mask_aux: 2.686264 loss_dice_aux: 2.461772 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.912620 eta: 2:11:28 batch_cost: 0.6050 data_cost: 0.0023 ips: 13.2234 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:03] ppdet.engine.callbacks INFO: Epoch: [166] [170/264] learning_rate: 0.000100 loss_class: 1.922699 loss_bbox: 0.148567 loss_giou: 0.189759 loss_mask: 0.402217 loss_dice: 0.381421 loss_class_aux: 12.221717 loss_bbox_aux: 0.988326 loss_giou_aux: 1.214927 loss_mask_aux: 2.404773 loss_dice_aux: 2.317953 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.403990 eta: 2:11:19 batch_cost: 0.6243 data_cost: 0.0025 ips: 12.8134 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:09] ppdet.engine.callbacks INFO: Epoch: [166] [180/264] learning_rate: 0.000100 loss_class: 1.876055 loss_bbox: 0.131885 loss_giou: 0.198798 loss_mask: 0.337734 loss_dice: 0.386636 loss_class_aux: 12.060116 loss_bbox_aux: 0.887781 loss_giou_aux: 1.293459 loss_mask_aux: 1.896201 loss_dice_aux: 2.360934 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 1.275911 loss: 24.830942 eta: 2:11:09 batch_cost: 0.5642 data_cost: 0.0020 ips: 14.1795 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:15] ppdet.engine.callbacks INFO: Epoch: [166] [190/264] learning_rate: 0.000100 loss_class: 1.677654 loss_bbox: 0.126465 loss_giou: 0.186691 loss_mask: 0.310576 loss_dice: 0.363133 loss_class_aux: 10.715429 loss_bbox_aux: 0.837426 loss_giou_aux: 1.211345 loss_mask_aux: 1.915882 loss_dice_aux: 2.209250 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.914291 loss: 21.575242 eta: 2:11:00 batch_cost: 0.5673 data_cost: 0.0021 ips: 14.1015 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:22] ppdet.engine.callbacks INFO: Epoch: [166] [200/264] learning_rate: 0.000100 loss_class: 1.839437 loss_bbox: 0.130396 loss_giou: 0.195022 loss_mask: 0.353187 loss_dice: 0.358097 loss_class_aux: 11.833698 loss_bbox_aux: 0.871189 loss_giou_aux: 1.243669 loss_mask_aux: 2.193199 loss_dice_aux: 2.200705 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.500377 loss: 22.101748 eta: 2:10:50 batch_cost: 0.6289 data_cost: 0.0026 ips: 12.7198 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:28] ppdet.engine.callbacks INFO: Epoch: [166] [210/264] learning_rate: 0.000100 loss_class: 1.713767 loss_bbox: 0.160832 loss_giou: 0.195987 loss_mask: 0.439975 loss_dice: 0.370430 loss_class_aux: 11.161833 loss_bbox_aux: 1.025876 loss_giou_aux: 1.222245 loss_mask_aux: 2.749726 loss_dice_aux: 2.275866 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 22.175021 eta: 2:10:41 batch_cost: 0.6101 data_cost: 0.0023 ips: 13.1129 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:35] ppdet.engine.callbacks INFO: Epoch: [166] [220/264] learning_rate: 0.000100 loss_class: 2.013032 loss_bbox: 0.170699 loss_giou: 0.222321 loss_mask: 0.478625 loss_dice: 0.414963 loss_class_aux: 12.428201 loss_bbox_aux: 1.061601 loss_giou_aux: 1.372668 loss_mask_aux: 2.878227 loss_dice_aux: 2.481653 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.250186 loss: 24.291092 eta: 2:10:31 batch_cost: 0.6237 data_cost: 0.0021 ips: 12.8270 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB
[05/14 07:51:41] ppdet.engine.callbacks INFO: Epoch: [166] [230/264] learning_rate: 0.000100 loss_class: 1.816802 loss_bbox: 0.160771 loss_giou: 0.205879 loss_mask: 0.411012 loss_dice: 0.399882 loss_class_aux: 12.032187 loss_bbox_aux: 1.084606 loss_giou_aux: 1.336151 loss_mask_aux: 2.581749 loss_dice_aux: 2.415592 loss_class_dn: 0.000000 loss_bbox_dn: 0.000000 loss_giou_dn: 0.000000 loss_mask_dn: 0.000000 loss_dice_dn: 0.000000 loss_class_aux_dn: 0.000000 loss_bbox_aux_dn: 0.000000 loss_giou_aux_dn: 0.000000 loss_mask_aux_dn: 0.000000 loss_dice_aux_dn: 0.000000 order_loss: 0.653056 loss: 23.432412 eta: 2:10:22 batch_cost: 0.5997 data_cost: 0.0017 ips: 13.3403 images/s, max_mem_reserved: 37646 MB, max_mem_allocated: 28460 MB