2022/12/22 23:21:56 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.15 (default, Nov 24 2022, 15:19:38) [GCC 11.2.0] CUDA available: True numpy_random_seed: 1 GPU 0: A100-PCIE-40GB CUDA_HOME: /share/software/spack/opt/gcc-4.8.5/cuda/11.1.1-63jqb3jyb7pyrgoo6dnpbfyu5qsszguu NVCC: Cuda compilation tools, release 11.1, V11.1.105 GCC: gcc (Spack GCC) 8.5.0 PyTorch: 1.10.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX512 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.10.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.11.0+cu111 OpenCV: 4.6.0 MMEngine: 0.3.2 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 1 deterministic: False diff_rank_seed: False Distributed launcher: none Distributed training: False GPU number: 1 ------------------------------------------------------------ 2022/12/22 23:21:57 - mmengine - INFO - Config: point_cloud_range = [-51.2, -51.2, -5.0, 51.2, 51.2, 3.0] class_names = [ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ] metainfo = dict(classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ]) dataset_type = 'NuScenesDataset' data_root = '../../nus/' input_modality = dict( use_lidar=False, use_camera=True, use_radar=False, use_map=False, use_external=True) data_prefix = dict(pts='samples/LIDAR_TOP', img='', sweeps='sweeps/LIDAR_TOP') file_client_args = dict(backend='disk') train_pipeline = [ dict(type='LoadMultiViewImageFromFiles', to_float32=True), dict( type='LoadAnnotations3D', with_bbox_3d=True, with_label_3d=True, with_attr_label=False), dict( type='ObjectRangeFilter', point_cloud_range=[-51.2, -51.2, -5.0, 51.2, 51.2, 3.0]), dict( type='ObjectNameFilter', classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ]), dict(type='LidarBox3dVersionTransfrom'), dict(type='AddPETR'), dict( type='ResizeCropFlipImage', data_aug_conf=dict( resize_lim=(0.47, 0.625), final_dim=(320, 800), bot_pct_lim=(0.0, 0.0), rot_lim=(0.0, 0.0), H=900, W=1600, rand_flip=True), training=True), dict( type='GlobalRotScaleTransImage', rot_range=[-0.3925, 0.3925], translation_std=[0, 0, 0], scale_ratio_range=[0.95, 1.05], reverse_angle=False, training=True), dict(type='PadMultiViewImage', size_divisor=32), dict( type='Pack3DDetInputs', keys=[ 'img', 'gt_bboxes', 'gt_bboxes_labels', 'attr_labels', 'gt_bboxes_3d', 'gt_labels_3d', 'centers_2d', 'depths' ]) ] test_pipeline = [ dict(type='LoadMultiViewImageFromFiles', to_float32=True), dict(type='AddPETR'), dict( type='ResizeCropFlipImage', data_aug_conf=dict( resize_lim=(0.47, 0.625), final_dim=(320, 800), bot_pct_lim=(0.0, 0.0), rot_lim=(0.0, 0.0), H=900, W=1600, rand_flip=True), training=False), dict(type='PadMultiViewImage', size_divisor=32), dict(type='Pack3DDetInputs', keys=['img']) ] eval_pipeline = [ dict(type='LoadPointsFromFile', coord_type='LIDAR', load_dim=5, use_dim=5), dict(type='LoadPointsFromMultiSweeps', sweeps_num=10, test_mode=True), dict(type='Pack3DDetInputs', keys=['points']) ] train_dataloader = dict( batch_size=6, num_workers=16, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='NuScenesDataset', data_root='../../nus/', ann_file='nuscenes_infos_train.pkl', pipeline=[ dict(type='LoadMultiViewImageFromFiles', to_float32=True), dict( type='LoadAnnotations3D', with_bbox_3d=True, with_label_3d=True, with_attr_label=False), dict( type='ObjectRangeFilter', point_cloud_range=[-51.2, -51.2, -5.0, 51.2, 51.2, 3.0]), dict( type='ObjectNameFilter', classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ]), dict(type='LidarBox3dVersionTransfrom'), dict(type='AddPETR'), dict( type='ResizeCropFlipImage', data_aug_conf=dict( resize_lim=(0.47, 0.625), final_dim=(320, 800), bot_pct_lim=(0.0, 0.0), rot_lim=(0.0, 0.0), H=900, W=1600, rand_flip=True), training=True), dict( type='GlobalRotScaleTransImage', rot_range=[-0.3925, 0.3925], translation_std=[0, 0, 0], scale_ratio_range=[0.95, 1.05], reverse_angle=False, training=True), dict(type='PadMultiViewImage', size_divisor=32), dict( type='Pack3DDetInputs', keys=[ 'img', 'gt_bboxes', 'gt_bboxes_labels', 'attr_labels', 'gt_bboxes_3d', 'gt_labels_3d', 'centers_2d', 'depths' ]) ], metainfo=dict(classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ]), modality=dict( use_lidar=False, use_camera=True, use_radar=False, use_map=False, use_external=True), test_mode=False, data_prefix=dict( pts='samples/LIDAR_TOP', img='', sweeps='sweeps/LIDAR_TOP', CAM_FRONT='samples/CAM_FRONT', CAM_FRONT_LEFT='samples/CAM_FRONT_LEFT', CAM_FRONT_RIGHT='samples/CAM_FRONT_RIGHT', CAM_BACK='samples/CAM_BACK', CAM_BACK_RIGHT='samples/CAM_BACK_RIGHT', CAM_BACK_LEFT='samples/CAM_BACK_LEFT'), box_type_3d='LiDAR', use_valid_flag=True)) test_dataloader = dict( batch_size=1, num_workers=1, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='NuScenesDataset', data_root='../../nus/', ann_file='nuscenes_infos_val.pkl', pipeline=[ dict(type='LoadMultiViewImageFromFiles', to_float32=True), dict(type='AddPETR'), dict( type='ResizeCropFlipImage', data_aug_conf=dict( resize_lim=(0.47, 0.625), final_dim=(320, 800), bot_pct_lim=(0.0, 0.0), rot_lim=(0.0, 0.0), H=900, W=1600, rand_flip=True), training=False), dict(type='PadMultiViewImage', size_divisor=32), dict(type='Pack3DDetInputs', keys=['img']) ], metainfo=dict(classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ]), modality=dict( use_lidar=False, use_camera=True, use_radar=False, use_map=False, use_external=True), data_prefix=dict( pts='samples/LIDAR_TOP', img='', sweeps='sweeps/LIDAR_TOP', CAM_FRONT='samples/CAM_FRONT', CAM_FRONT_LEFT='samples/CAM_FRONT_LEFT', CAM_FRONT_RIGHT='samples/CAM_FRONT_RIGHT', CAM_BACK='samples/CAM_BACK', CAM_BACK_RIGHT='samples/CAM_BACK_RIGHT', CAM_BACK_LEFT='samples/CAM_BACK_LEFT'), test_mode=True, box_type_3d='LiDAR', use_valid_flag=True)) val_dataloader = dict( batch_size=1, num_workers=1, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='NuScenesDataset', data_root='../../nus/', ann_file='nuscenes_infos_val.pkl', pipeline=[ dict(type='LoadMultiViewImageFromFiles', to_float32=True), dict(type='AddPETR'), dict( type='ResizeCropFlipImage', data_aug_conf=dict( resize_lim=(0.47, 0.625), final_dim=(320, 800), bot_pct_lim=(0.0, 0.0), rot_lim=(0.0, 0.0), H=900, W=1600, rand_flip=True), training=False), dict(type='PadMultiViewImage', size_divisor=32), dict(type='Pack3DDetInputs', keys=['img']) ], metainfo=dict(classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ]), modality=dict( use_lidar=False, use_camera=True, use_radar=False, use_map=False, use_external=True), test_mode=True, data_prefix=dict( pts='samples/LIDAR_TOP', img='', sweeps='sweeps/LIDAR_TOP', CAM_FRONT='samples/CAM_FRONT', CAM_FRONT_LEFT='samples/CAM_FRONT_LEFT', CAM_FRONT_RIGHT='samples/CAM_FRONT_RIGHT', CAM_BACK='samples/CAM_BACK', CAM_BACK_RIGHT='samples/CAM_BACK_RIGHT', CAM_BACK_LEFT='samples/CAM_BACK_LEFT'), box_type_3d='LiDAR', use_valid_flag=True)) val_evaluator = dict( type='NuScenesMetric', data_root='../../nus/', ann_file='../../nus/nuscenes_infos_val.pkl', metric='bbox') test_evaluator = dict( type='NuScenesMetric', data_root='../../nus/', ann_file='../../nus/nuscenes_infos_val.pkl', metric='bbox') vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='Det3DLocalVisualizer', vis_backends=[dict(type='LocalVisBackend')], name='visualizer') default_scope = 'mmdet3d' default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=50), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=-1), sampler_seed=dict(type='DistSamplerSeedHook'), visualization=dict(type='Det3DVisualizationHook')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) log_processor = dict(type='LogProcessor', window_size=50, by_epoch=True) log_level = 'INFO' load_from = '/share/home/scz6291/fcos3d_vovnet_imgbackbone-remapped.pth' resume = False lr = 0.0001 optim_wrapper = dict( type='OptimWrapper', optimizer=dict(type='AdamW', lr=0.0002, weight_decay=0.01), clip_grad=dict(max_norm=35, norm_type=2), paramwise_cfg=dict(custom_keys=dict(img_backbone=dict(lr_mult=0.1)))) param_scheduler = [ dict( type='LinearLR', start_factor=0.3333333333333333, begin=0, end=500, by_epoch=False), dict(type='CosineAnnealingLR', T_max=24, by_epoch=True) ] train_cfg = dict(by_epoch=True, max_epochs=24, val_interval=24) val_cfg = dict() test_cfg = dict() auto_scale_lr = dict(enable=False, base_batch_size=32) backbone_norm_cfg = dict(type='LN', requires_grad=True) randomness = dict(seed=1, deterministic=False, diff_rank_seed=False) voxel_size = [0.2, 0.2, 8] img_norm_cfg = dict( mean=[103.53, 116.28, 123.675], std=[57.375, 57.12, 58.395], to_rgb=False) model = dict( type='Petr3D', data_preprocessor=dict( type='Det3DDataPreprocessor', mean=[103.53, 116.28, 123.675], std=[57.375, 57.12, 58.395], bgr_to_rgb=False, pad_size_divisor=32), use_grid_mask=True, img_backbone=dict( type='VoVNetCP', spec_name='V-99-eSE', norm_eval=True, frozen_stages=-1, input_ch=3, out_features=('stage4', 'stage5')), img_neck=dict( type='CPFPN', in_channels=[768, 1024], out_channels=256, num_outs=2), pts_bbox_head=dict( type='PETRHead', num_classes=10, in_channels=256, num_query=900, LID=True, with_position=True, with_multiview=True, position_range=[-61.2, -61.2, -10.0, 61.2, 61.2, 10.0], normedlinear=False, transformer=dict( type='PETRTransformer', decoder=dict( type='PETRTransformerDecoder', return_intermediate=True, num_layers=6, transformerlayers=dict( type='PETRTransformerDecoderLayer', attn_cfgs=[ dict( type='MultiheadAttention', embed_dims=256, num_heads=8, attn_drop=0.1, dropout_layer=dict(type='Dropout', drop_prob=0.1)), dict( type='PETRMultiheadAttention', embed_dims=256, num_heads=8, attn_drop=0.1, dropout_layer=dict(type='Dropout', drop_prob=0.1)) ], feedforward_channels=2048, ffn_dropout=0.1, operation_order=('self_attn', 'norm', 'cross_attn', 'norm', 'ffn', 'norm')))), bbox_coder=dict( type='NMSFreeCoder', post_center_range=[-61.2, -61.2, -10.0, 61.2, 61.2, 10.0], pc_range=[-51.2, -51.2, -5.0, 51.2, 51.2, 3.0], max_num=300, voxel_size=[0.2, 0.2, 8], num_classes=10), positional_encoding=dict( type='SinePositionalEncoding3D', num_feats=128, normalize=True), loss_cls=dict( type='mmdet.FocalLoss', use_sigmoid=True, gamma=2.0, alpha=0.25, loss_weight=2.0), loss_bbox=dict(type='mmdet.L1Loss', loss_weight=0.25), loss_iou=dict(type='mmdet.GIoULoss', loss_weight=0.0)), train_cfg=dict( pts=dict( grid_size=[512, 512, 1], voxel_size=[0.2, 0.2, 8], point_cloud_range=[-51.2, -51.2, -5.0, 51.2, 51.2, 3.0], out_size_factor=4, assigner=dict( type='HungarianAssigner3D', cls_cost=dict(type='FocalLossCost', weight=2.0), reg_cost=dict(type='BBox3DL1Cost', weight=0.25), iou_cost=dict(type='IoUCost', weight=0.0), pc_range=[-51.2, -51.2, -5.0, 51.2, 51.2, 3.0])))) db_sampler = dict( data_root='../../nus/', info_path='../../nus/nuscenes_dbinfos_train.pkl', rate=1.0, prepare=dict( filter_by_difficulty=[-1], filter_by_min_points=dict( car=5, truck=5, bus=5, trailer=5, construction_vehicle=5, traffic_cone=5, barrier=5, motorcycle=5, bicycle=5, pedestrian=5)), classes=[ 'car', 'truck', 'construction_vehicle', 'bus', 'trailer', 'barrier', 'motorcycle', 'bicycle', 'pedestrian', 'traffic_cone' ], sample_groups=dict( car=2, truck=3, construction_vehicle=7, bus=4, trailer=6, barrier=2, motorcycle=6, bicycle=6, pedestrian=2, traffic_cone=2), points_loader=dict( type='LoadPointsFromFile', coord_type='LIDAR', load_dim=5, use_dim=[0, 1, 2, 3, 4])) ida_aug_conf = dict( resize_lim=(0.47, 0.625), final_dim=(320, 800), bot_pct_lim=(0.0, 0.0), rot_lim=(0.0, 0.0), H=900, W=1600, rand_flip=True) optimizer = dict( type='AdamW', lr=0.0002, paramwise_cfg=dict(custom_keys=dict(img_backbone=dict(lr_mult=0.1))), weight_decay=0.01) num_epochs = 24 find_unused_parameters = False launcher = 'none' work_dir = './work_dirs/petr_vovnet_gridmask_p4_800x320' 2022/12/22 23:21:57 - mmengine - INFO - Result has been saved to /share/home/scz6291/mmlab/mmdetection3d-dev-1.x/work_dirs/petr_vovnet_gridmask_p4_800x320/modules_statistic_results.json 2022/12/22 23:22:05 - mmengine - INFO - Distributed training is not used, all SyncBatchNorm (SyncBN) layers in the model will be automatically reverted to BatchNormXd layers if they are used. 2022/12/22 23:22:05 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) Det3DVisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) Det3DVisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2022/12/22 23:23:27 - mmengine - INFO - ------------------------------ 2022/12/22 23:23:27 - mmengine - INFO - The length of the dataset: 28130 2022/12/22 23:23:27 - mmengine - INFO - The number of instances per category in the dataset: +----------------------+--------+ | category | number | +----------------------+--------+ | car | 413318 | | truck | 72815 | | construction_vehicle | 11993 | | bus | 13163 | | trailer | 20701 | | barrier | 125095 | | motorcycle | 10109 | | bicycle | 9478 | | pedestrian | 185847 | | traffic_cone | 82362 | +----------------------+--------+ 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.input_proj.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.input_proj.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.0.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.0.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.1.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.1.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.3.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.3.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.4.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.4.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.6.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.cls_branches.0.6.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.reg_branches.0.0.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.reg_branches.0.0.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.reg_branches.0.2.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.reg_branches.0.2.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.reg_branches.0.4.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.reg_branches.0.4.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.adapt_pos3d.0.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.adapt_pos3d.0.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.adapt_pos3d.2.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.adapt_pos3d.2.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.position_encoder.0.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.position_encoder.0.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.position_encoder.2.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.position_encoder.2.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.query_embedding.0.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.query_embedding.0.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.query_embedding.2.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- pts_bbox_head.query_embedding.2.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- 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23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.ese.fc.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.ese.fc.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.ese.fc.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.ese.fc.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.ese.fc.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_2.ese.fc.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/conv.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/conv.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/conv.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.ese.fc.weight:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.ese.fc.weight:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.ese.fc.weight:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.ese.fc.bias:lr=2e-05 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.ese.fc.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_backbone.stage5.OSA5_3.ese.fc.bias:lr_mult=0.1 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_neck.lateral_convs.0.conv.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_neck.lateral_convs.0.conv.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_neck.lateral_convs.1.conv.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_neck.lateral_convs.1.conv.bias:weight_decay=0.01 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_neck.fpn_convs.0.conv.bias:lr=0.0002 2022/12/22 23:23:27 - mmengine - INFO - paramwise_options -- img_neck.fpn_convs.0.conv.bias:weight_decay=0.01 2022/12/22 23:23:43 - mmengine - INFO - ------------------------------ 2022/12/22 23:23:43 - mmengine - INFO - The length of the dataset: 6019 2022/12/22 23:23:43 - mmengine - INFO - The number of instances per category in the dataset: +----------------------+--------+ | category | number | +----------------------+--------+ | car | 80004 | | truck | 15704 | | construction_vehicle | 2678 | | bus | 3158 | | trailer | 4159 | | barrier | 26992 | | motorcycle | 2508 | | bicycle | 2381 | | pedestrian | 34347 | | traffic_cone | 15597 | +----------------------+--------+ Name of parameter - Initialization information pts_bbox_head.code_weights - torch.Size([10]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.input_proj.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.input_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.0.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.3.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.4.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.4.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.6.weight - torch.Size([10, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.cls_branches.0.6.bias - torch.Size([10]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.reg_branches.0.0.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.reg_branches.0.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.reg_branches.0.2.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.reg_branches.0.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.reg_branches.0.4.weight - torch.Size([10, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.reg_branches.0.4.bias - torch.Size([10]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.adapt_pos3d.0.weight - torch.Size([1024, 384, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.adapt_pos3d.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.adapt_pos3d.2.weight - torch.Size([256, 1024, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.adapt_pos3d.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.position_encoder.0.weight - torch.Size([1024, 192, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.position_encoder.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.position_encoder.2.weight - torch.Size([256, 1024, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.position_encoder.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.reference_points.weight - torch.Size([900, 3]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.query_embedding.0.weight - torch.Size([256, 384]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.query_embedding.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.query_embedding.2.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.query_embedding.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.attentions.0.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.0.attentions.0.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.attentions.1.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.0.attentions.1.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.0.ffns.0.layers.0.0.bias - torch.Size([2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.0.ffns.0.layers.1.weight - torch.Size([256, 2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.0.ffns.0.layers.1.bias - torch.Size([256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.0.norms.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.norms.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.norms.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.norms.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.norms.2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.0.norms.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.attentions.0.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.1.attentions.0.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.attentions.1.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.1.attentions.1.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.1.ffns.0.layers.0.0.bias - torch.Size([2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.1.ffns.0.layers.1.weight - torch.Size([256, 2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.1.ffns.0.layers.1.bias - torch.Size([256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.1.norms.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.norms.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.norms.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.norms.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.norms.2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.1.norms.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.attentions.0.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.2.attentions.0.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.attentions.1.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.2.attentions.1.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.2.ffns.0.layers.0.0.bias - torch.Size([2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.2.ffns.0.layers.1.weight - torch.Size([256, 2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.2.ffns.0.layers.1.bias - torch.Size([256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.2.norms.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.norms.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.norms.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.norms.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.norms.2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.2.norms.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.attentions.0.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.3.attentions.0.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.attentions.1.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.3.attentions.1.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.3.ffns.0.layers.0.0.bias - torch.Size([2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.3.ffns.0.layers.1.weight - torch.Size([256, 2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.3.ffns.0.layers.1.bias - torch.Size([256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.3.norms.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.norms.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.norms.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.norms.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.norms.2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.3.norms.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.attentions.0.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.4.attentions.0.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.attentions.1.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.4.attentions.1.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.4.ffns.0.layers.0.0.bias - torch.Size([2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.4.ffns.0.layers.1.weight - torch.Size([256, 2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.4.ffns.0.layers.1.bias - torch.Size([256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.4.norms.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.norms.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.norms.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.norms.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.norms.2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.4.norms.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.attentions.0.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.attentions.0.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.attentions.0.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.5.attentions.0.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.attentions.1.attn.in_proj_weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.attentions.1.attn.in_proj_bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.attentions.1.attn.out_proj.weight - torch.Size([256, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.5.attentions.1.attn.out_proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.ffns.0.layers.0.0.weight - torch.Size([2048, 256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.5.ffns.0.layers.0.0.bias - torch.Size([2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.5.ffns.0.layers.1.weight - torch.Size([256, 2048]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.5.ffns.0.layers.1.bias - torch.Size([256]): Initialized by user-defined `init_weights` in PETRHead pts_bbox_head.transformer.decoder.layers.5.norms.0.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.norms.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.norms.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.norms.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.norms.2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.layers.5.norms.2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.post_norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D pts_bbox_head.transformer.decoder.post_norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_1/conv.weight - torch.Size([64, 3, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_1/norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_1/norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_2/conv.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_2/norm.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_2/norm.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_3/conv.weight - torch.Size([128, 64, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_3/norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stem.stem_3/norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.0.OSA2_1_0/conv.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.0.OSA2_1_0/norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.0.OSA2_1_0/norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.1.OSA2_1_1/conv.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.1.OSA2_1_1/norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.1.OSA2_1_1/norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.2.OSA2_1_2/conv.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.2.OSA2_1_2/norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.2.OSA2_1_2/norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.3.OSA2_1_3/conv.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.3.OSA2_1_3/norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.3.OSA2_1_3/norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.4.OSA2_1_4/conv.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.4.OSA2_1_4/norm.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.layers.4.OSA2_1_4/norm.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.concat.OSA2_1_concat/conv.weight - torch.Size([256, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.concat.OSA2_1_concat/norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.concat.OSA2_1_concat/norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.ese.fc.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage2.OSA2_1.ese.fc.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.0.OSA3_1_0/conv.weight - torch.Size([160, 256, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.0.OSA3_1_0/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.0.OSA3_1_0/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.1.OSA3_1_1/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.1.OSA3_1_1/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.1.OSA3_1_1/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.2.OSA3_1_2/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.2.OSA3_1_2/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.2.OSA3_1_2/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.3.OSA3_1_3/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.3.OSA3_1_3/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.3.OSA3_1_3/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.4.OSA3_1_4/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.4.OSA3_1_4/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.layers.4.OSA3_1_4/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.concat.OSA3_1_concat/conv.weight - torch.Size([512, 1056, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.concat.OSA3_1_concat/norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.concat.OSA3_1_concat/norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.ese.fc.weight - torch.Size([512, 512, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_1.ese.fc.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.0.OSA3_2_0/conv.weight - torch.Size([160, 512, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.0.OSA3_2_0/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.0.OSA3_2_0/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.1.OSA3_2_1/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.1.OSA3_2_1/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.1.OSA3_2_1/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.2.OSA3_2_2/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.2.OSA3_2_2/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.2.OSA3_2_2/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.3.OSA3_2_3/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.3.OSA3_2_3/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.3.OSA3_2_3/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.4.OSA3_2_4/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.4.OSA3_2_4/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.layers.4.OSA3_2_4/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.concat.OSA3_2_concat/conv.weight - torch.Size([512, 1312, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.concat.OSA3_2_concat/norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.concat.OSA3_2_concat/norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.ese.fc.weight - torch.Size([512, 512, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_2.ese.fc.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.0.OSA3_3_0/conv.weight - torch.Size([160, 512, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.0.OSA3_3_0/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.0.OSA3_3_0/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.1.OSA3_3_1/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.1.OSA3_3_1/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.1.OSA3_3_1/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.2.OSA3_3_2/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.2.OSA3_3_2/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.2.OSA3_3_2/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.3.OSA3_3_3/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.3.OSA3_3_3/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.3.OSA3_3_3/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.4.OSA3_3_4/conv.weight - torch.Size([160, 160, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.4.OSA3_3_4/norm.weight - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.layers.4.OSA3_3_4/norm.bias - torch.Size([160]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.concat.OSA3_3_concat/conv.weight - torch.Size([512, 1312, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.concat.OSA3_3_concat/norm.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.concat.OSA3_3_concat/norm.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.ese.fc.weight - torch.Size([512, 512, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage3.OSA3_3.ese.fc.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.0.OSA4_1_0/conv.weight - torch.Size([192, 512, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.0.OSA4_1_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.0.OSA4_1_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.1.OSA4_1_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.1.OSA4_1_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.1.OSA4_1_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.2.OSA4_1_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.2.OSA4_1_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.2.OSA4_1_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.3.OSA4_1_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.3.OSA4_1_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.3.OSA4_1_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.4.OSA4_1_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.4.OSA4_1_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.layers.4.OSA4_1_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.concat.OSA4_1_concat/conv.weight - torch.Size([768, 1472, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.concat.OSA4_1_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.concat.OSA4_1_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_1.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.0.OSA4_2_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.0.OSA4_2_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.0.OSA4_2_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.1.OSA4_2_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.1.OSA4_2_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.1.OSA4_2_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.2.OSA4_2_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.2.OSA4_2_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.2.OSA4_2_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.3.OSA4_2_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.3.OSA4_2_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.3.OSA4_2_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.4.OSA4_2_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.4.OSA4_2_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.layers.4.OSA4_2_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.concat.OSA4_2_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.concat.OSA4_2_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.concat.OSA4_2_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_2.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.0.OSA4_3_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.0.OSA4_3_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.0.OSA4_3_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.1.OSA4_3_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.1.OSA4_3_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.1.OSA4_3_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.2.OSA4_3_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.2.OSA4_3_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.2.OSA4_3_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.3.OSA4_3_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.3.OSA4_3_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.3.OSA4_3_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.4.OSA4_3_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.4.OSA4_3_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.layers.4.OSA4_3_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.concat.OSA4_3_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.concat.OSA4_3_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.concat.OSA4_3_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_3.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.0.OSA4_4_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.0.OSA4_4_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.0.OSA4_4_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.1.OSA4_4_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.1.OSA4_4_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.1.OSA4_4_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.2.OSA4_4_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.2.OSA4_4_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.2.OSA4_4_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.3.OSA4_4_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.3.OSA4_4_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.3.OSA4_4_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.4.OSA4_4_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.4.OSA4_4_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.layers.4.OSA4_4_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.concat.OSA4_4_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.concat.OSA4_4_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.concat.OSA4_4_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_4.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.0.OSA4_5_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.0.OSA4_5_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.0.OSA4_5_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.1.OSA4_5_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.1.OSA4_5_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.1.OSA4_5_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.2.OSA4_5_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.2.OSA4_5_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.2.OSA4_5_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.3.OSA4_5_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.3.OSA4_5_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.3.OSA4_5_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.4.OSA4_5_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.4.OSA4_5_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.layers.4.OSA4_5_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.concat.OSA4_5_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.concat.OSA4_5_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.concat.OSA4_5_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_5.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.0.OSA4_6_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.0.OSA4_6_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.0.OSA4_6_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.1.OSA4_6_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.1.OSA4_6_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.1.OSA4_6_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.2.OSA4_6_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.2.OSA4_6_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.2.OSA4_6_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.3.OSA4_6_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.3.OSA4_6_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.3.OSA4_6_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.4.OSA4_6_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.4.OSA4_6_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.layers.4.OSA4_6_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.concat.OSA4_6_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.concat.OSA4_6_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.concat.OSA4_6_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_6.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.0.OSA4_7_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.0.OSA4_7_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.0.OSA4_7_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.1.OSA4_7_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.1.OSA4_7_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.1.OSA4_7_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.2.OSA4_7_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.2.OSA4_7_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.2.OSA4_7_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.3.OSA4_7_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.3.OSA4_7_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.3.OSA4_7_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.4.OSA4_7_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.4.OSA4_7_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.layers.4.OSA4_7_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.concat.OSA4_7_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.concat.OSA4_7_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.concat.OSA4_7_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_7.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.0.OSA4_8_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.0.OSA4_8_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.0.OSA4_8_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.1.OSA4_8_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.1.OSA4_8_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.1.OSA4_8_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.2.OSA4_8_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.2.OSA4_8_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.2.OSA4_8_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.3.OSA4_8_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.3.OSA4_8_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.3.OSA4_8_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.4.OSA4_8_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.4.OSA4_8_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.layers.4.OSA4_8_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.concat.OSA4_8_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.concat.OSA4_8_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.concat.OSA4_8_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_8.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.0.OSA4_9_0/conv.weight - torch.Size([192, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.0.OSA4_9_0/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.0.OSA4_9_0/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.1.OSA4_9_1/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.1.OSA4_9_1/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.1.OSA4_9_1/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.2.OSA4_9_2/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.2.OSA4_9_2/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.2.OSA4_9_2/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.3.OSA4_9_3/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.3.OSA4_9_3/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.3.OSA4_9_3/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.4.OSA4_9_4/conv.weight - torch.Size([192, 192, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.4.OSA4_9_4/norm.weight - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.layers.4.OSA4_9_4/norm.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.concat.OSA4_9_concat/conv.weight - torch.Size([768, 1728, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.concat.OSA4_9_concat/norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.concat.OSA4_9_concat/norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.ese.fc.weight - torch.Size([768, 768, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage4.OSA4_9.ese.fc.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.0.OSA5_1_0/conv.weight - torch.Size([224, 768, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.0.OSA5_1_0/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.0.OSA5_1_0/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.1.OSA5_1_1/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.1.OSA5_1_1/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.1.OSA5_1_1/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.2.OSA5_1_2/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.2.OSA5_1_2/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.2.OSA5_1_2/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.3.OSA5_1_3/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.3.OSA5_1_3/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.3.OSA5_1_3/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.4.OSA5_1_4/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.4.OSA5_1_4/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.layers.4.OSA5_1_4/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.concat.OSA5_1_concat/conv.weight - torch.Size([1024, 1888, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.concat.OSA5_1_concat/norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.concat.OSA5_1_concat/norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.ese.fc.weight - torch.Size([1024, 1024, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_1.ese.fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.0.OSA5_2_0/conv.weight - torch.Size([224, 1024, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.0.OSA5_2_0/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.0.OSA5_2_0/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.1.OSA5_2_1/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.1.OSA5_2_1/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.1.OSA5_2_1/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.2.OSA5_2_2/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.3.OSA5_2_3/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.layers.4.OSA5_2_4/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/conv.weight - torch.Size([1024, 2144, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.concat.OSA5_2_concat/norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.ese.fc.weight - torch.Size([1024, 1024, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_2.ese.fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/conv.weight - torch.Size([224, 1024, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.0.OSA5_3_0/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.1.OSA5_3_1/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.2.OSA5_3_2/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.3.OSA5_3_3/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/conv.weight - torch.Size([224, 224, 3, 3]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.weight - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.layers.4.OSA5_3_4/norm.bias - torch.Size([224]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/conv.weight - torch.Size([1024, 2144, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.concat.OSA5_3_concat/norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.ese.fc.weight - torch.Size([1024, 1024, 1, 1]): The value is the same before and after calling `init_weights` of Petr3D img_backbone.stage5.OSA5_3.ese.fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of Petr3D img_neck.lateral_convs.0.conv.weight - torch.Size([256, 768, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 img_neck.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D img_neck.lateral_convs.1.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 img_neck.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D img_neck.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 img_neck.fpn_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Petr3D 2022/12/22 23:23:44 - mmengine - INFO - Load checkpoint from /share/home/scz6291/fcos3d_vovnet_imgbackbone-remapped.pth 2022/12/22 23:23:44 - mmengine - INFO - Checkpoints will be saved to /share/home/scz6291/mmlab/mmdetection3d-dev-1.x/work_dirs/petr_vovnet_gridmask_p4_800x320. 2022/12/22 23:24:49 - mmengine - INFO - Epoch(train) [1][ 50/4689] lr: 7.9760e-05 eta: 1 day, 16:25:32 time: 1.2938 data_time: 0.1267 memory: 14432 grad_norm: 175.2097 loss: 19.5685 loss_cls: 1.3913 loss_bbox: 1.8632 d0.loss_cls: 1.3839 d0.loss_bbox: 1.8694 d1.loss_cls: 1.3904 d1.loss_bbox: 1.8705 d2.loss_cls: 1.3926 d2.loss_bbox: 1.8757 d3.loss_cls: 1.3937 d3.loss_bbox: 1.8780 d4.loss_cls: 1.3961 d4.loss_bbox: 1.8638 2022/12/22 23:25:52 - mmengine - INFO - Epoch(train) [1][ 100/4689] lr: 9.3120e-05 eta: 1 day, 15:59:03 time: 1.2667 data_time: 0.0638 memory: 14432 grad_norm: 39.4194 loss: 18.0406 loss_cls: 1.2158 loss_bbox: 1.7937 d0.loss_cls: 1.2088 d0.loss_bbox: 1.8043 d1.loss_cls: 1.2131 d1.loss_bbox: 1.7949 d2.loss_cls: 1.2126 d2.loss_bbox: 1.7933 d3.loss_cls: 1.2111 d3.loss_bbox: 1.7835 d4.loss_cls: 1.2139 d4.loss_bbox: 1.7957 2022/12/22 23:26:54 - mmengine - INFO - Epoch(train) [1][ 150/4689] lr: 1.0648e-04 eta: 1 day, 15:35:04 time: 1.2435 data_time: 0.0548 memory: 14432 grad_norm: 35.3073 loss: 17.2653 loss_cls: 1.1761 loss_bbox: 1.7082 d0.loss_cls: 1.1724 d0.loss_bbox: 1.6984 d1.loss_cls: 1.1779 d1.loss_bbox: 1.6963 d2.loss_cls: 1.1792 d2.loss_bbox: 1.7037 d3.loss_cls: 1.1768 d3.loss_bbox: 1.6947 d4.loss_cls: 1.1746 d4.loss_bbox: 1.7072 2022/12/22 23:27:57 - mmengine - INFO - Epoch(train) [1][ 200/4689] lr: 1.1984e-04 eta: 1 day, 15:25:09 time: 1.2491 data_time: 0.0617 memory: 14432 grad_norm: 34.2620 loss: 17.1578 loss_cls: 1.1769 loss_bbox: 1.6836 d0.loss_cls: 1.1740 d0.loss_bbox: 1.6861 d1.loss_cls: 1.1753 d1.loss_bbox: 1.6844 d2.loss_cls: 1.1776 d2.loss_bbox: 1.6868 d3.loss_cls: 1.1766 d3.loss_bbox: 1.6837 d4.loss_cls: 1.1765 d4.loss_bbox: 1.6764 2022/12/22 23:28:59 - mmengine - INFO - Epoch(train) [1][ 250/4689] lr: 1.3320e-04 eta: 1 day, 15:15:44 time: 1.2409 data_time: 0.0609 memory: 14432 grad_norm: 34.3044 loss: 16.8407 loss_cls: 1.1722 loss_bbox: 1.6442 d0.loss_cls: 1.1386 d0.loss_bbox: 1.6457 d1.loss_cls: 1.1551 d1.loss_bbox: 1.6458 d2.loss_cls: 1.1664 d2.loss_bbox: 1.6479 d3.loss_cls: 1.1645 d3.loss_bbox: 1.6433 d4.loss_cls: 1.1693 d4.loss_bbox: 1.6479 2022/12/22 23:30:01 - mmengine - INFO - Epoch(train) [1][ 300/4689] lr: 1.4656e-04 eta: 1 day, 15:13:25 time: 1.2547 data_time: 0.0659 memory: 14432 grad_norm: 47.7384 loss: 16.0509 loss_cls: 1.0645 loss_bbox: 1.6148 d0.loss_cls: 1.0524 d0.loss_bbox: 1.6279 d1.loss_cls: 1.0525 d1.loss_bbox: 1.6193 d2.loss_cls: 1.0574 d2.loss_bbox: 1.6156 d3.loss_cls: 1.0526 d3.loss_bbox: 1.6188 d4.loss_cls: 1.0599 d4.loss_bbox: 1.6153 2022/12/22 23:31:05 - mmengine - INFO - Epoch(train) [1][ 350/4689] lr: 1.5992e-04 eta: 1 day, 15:16:24 time: 1.2732 data_time: 0.0632 memory: 14432 grad_norm: 36.2846 loss: 15.5806 loss_cls: 1.0128 loss_bbox: 1.5915 d0.loss_cls: 0.9973 d0.loss_bbox: 1.6023 d1.loss_cls: 0.9996 d1.loss_bbox: 1.5957 d2.loss_cls: 1.0031 d2.loss_bbox: 1.5910 d3.loss_cls: 0.9967 d3.loss_bbox: 1.5963 d4.loss_cls: 1.0017 d4.loss_bbox: 1.5926 2022/12/22 23:32:07 - mmengine - INFO - Epoch(train) [1][ 400/4689] lr: 1.7328e-04 eta: 1 day, 15:12:27 time: 1.2479 data_time: 0.0606 memory: 14432 grad_norm: 39.7053 loss: 15.7486 loss_cls: 1.0263 loss_bbox: 1.5973 d0.loss_cls: 1.0237 d0.loss_bbox: 1.5982 d1.loss_cls: 1.0194 d1.loss_bbox: 1.5997 d2.loss_cls: 1.0246 d2.loss_bbox: 1.6034 d3.loss_cls: 1.0257 d3.loss_bbox: 1.6001 d4.loss_cls: 1.0281 d4.loss_bbox: 1.6021 2022/12/22 23:33:11 - mmengine - INFO - Epoch(train) [1][ 450/4689] lr: 1.8664e-04 eta: 1 day, 15:15:08 time: 1.2767 data_time: 0.0645 memory: 14432 grad_norm: 35.7744 loss: 15.3860 loss_cls: 1.0040 loss_bbox: 1.5610 d0.loss_cls: 1.0076 d0.loss_bbox: 1.5622 d1.loss_cls: 1.0066 d1.loss_bbox: 1.5571 d2.loss_cls: 1.0024 d2.loss_bbox: 1.5603 d3.loss_cls: 1.0000 d3.loss_bbox: 1.5628 d4.loss_cls: 0.9994 d4.loss_bbox: 1.5625 2022/12/22 23:34:15 - mmengine - INFO - Epoch(train) [1][ 500/4689] lr: 2.0000e-04 eta: 1 day, 15:14:55 time: 1.2652 data_time: 0.0605 memory: 14432 grad_norm: 29.0924 loss: 15.2564 loss_cls: 0.9735 loss_bbox: 1.5693 d0.loss_cls: 0.9777 d0.loss_bbox: 1.5685 d1.loss_cls: 0.9726 d1.loss_bbox: 1.5704 d2.loss_cls: 0.9763 d2.loss_bbox: 1.5669 d3.loss_cls: 0.9684 d3.loss_bbox: 1.5649 d4.loss_cls: 0.9725 d4.loss_bbox: 1.5753 2022/12/22 23:35:16 - mmengine - INFO - Epoch(train) [1][ 550/4689] lr: 2.0000e-04 eta: 1 day, 15:10:01 time: 1.2385 data_time: 0.0596 memory: 14432 grad_norm: 31.1853 loss: 15.1733 loss_cls: 0.9827 loss_bbox: 1.5494 d0.loss_cls: 0.9816 d0.loss_bbox: 1.5455 d1.loss_cls: 0.9790 d1.loss_bbox: 1.5409 d2.loss_cls: 0.9785 d2.loss_bbox: 1.5476 d3.loss_cls: 0.9848 d3.loss_bbox: 1.5490 d4.loss_cls: 0.9828 d4.loss_bbox: 1.5518 2022/12/22 23:36:18 - mmengine - INFO - Epoch(train) [1][ 600/4689] lr: 2.0000e-04 eta: 1 day, 15:05:55 time: 1.2395 data_time: 0.0616 memory: 14432 grad_norm: 35.3413 loss: 14.7987 loss_cls: 0.9523 loss_bbox: 1.5243 d0.loss_cls: 0.9423 d0.loss_bbox: 1.5159 d1.loss_cls: 0.9476 d1.loss_bbox: 1.5258 d2.loss_cls: 0.9472 d2.loss_bbox: 1.5190 d3.loss_cls: 0.9425 d3.loss_bbox: 1.5195 d4.loss_cls: 0.9420 d4.loss_bbox: 1.5204 2022/12/22 23:37:21 - mmengine - INFO - Epoch(train) [1][ 650/4689] lr: 2.0000e-04 eta: 1 day, 15:04:42 time: 1.2563 data_time: 0.0665 memory: 14432 grad_norm: 34.7326 loss: 14.4615 loss_cls: 0.9144 loss_bbox: 1.5032 d0.loss_cls: 0.9112 d0.loss_bbox: 1.4969 d1.loss_cls: 0.9101 d1.loss_bbox: 1.5043 d2.loss_cls: 0.9131 d2.loss_bbox: 1.4949 d3.loss_cls: 0.9103 d3.loss_bbox: 1.4981 d4.loss_cls: 0.9102 d4.loss_bbox: 1.4949 2022/12/22 23:38:24 - mmengine - INFO - Epoch(train) [1][ 700/4689] lr: 2.0000e-04 eta: 1 day, 15:03:05 time: 1.2531 data_time: 0.0670 memory: 14432 grad_norm: 42.0190 loss: 14.4892 loss_cls: 0.9135 loss_bbox: 1.5029 d0.loss_cls: 0.9178 d0.loss_bbox: 1.5062 d1.loss_cls: 0.9126 d1.loss_bbox: 1.4993 d2.loss_cls: 0.9121 d2.loss_bbox: 1.5021 d3.loss_cls: 0.9100 d3.loss_bbox: 1.5030 d4.loss_cls: 0.9091 d4.loss_bbox: 1.5006 2022/12/22 23:39:27 - mmengine - INFO - Epoch(train) [1][ 750/4689] lr: 2.0000e-04 eta: 1 day, 15:03:36 time: 1.2697 data_time: 0.0645 memory: 14432 grad_norm: 34.8368 loss: 13.7751 loss_cls: 0.8467 loss_bbox: 1.4507 d0.loss_cls: 0.8498 d0.loss_bbox: 1.4485 d1.loss_cls: 0.8435 d1.loss_bbox: 1.4475 d2.loss_cls: 0.8391 d2.loss_bbox: 1.4544 d3.loss_cls: 0.8428 d3.loss_bbox: 1.4537 d4.loss_cls: 0.8478 d4.loss_bbox: 1.4505 2022/12/22 23:40:30 - mmengine - INFO - Epoch(train) [1][ 800/4689] lr: 2.0000e-04 eta: 1 day, 15:00:55 time: 1.2438 data_time: 0.0625 memory: 14432 grad_norm: 39.4710 loss: 13.7637 loss_cls: 0.8627 loss_bbox: 1.4361 d0.loss_cls: 0.8627 d0.loss_bbox: 1.4277 d1.loss_cls: 0.8589 d1.loss_bbox: 1.4337 d2.loss_cls: 0.8570 d2.loss_bbox: 1.4415 d3.loss_cls: 0.8549 d3.loss_bbox: 1.4365 d4.loss_cls: 0.8598 d4.loss_bbox: 1.4322 2022/12/22 23:41:32 - mmengine - INFO - Epoch(train) [1][ 850/4689] lr: 2.0000e-04 eta: 1 day, 14:59:24 time: 1.2528 data_time: 0.0684 memory: 14432 grad_norm: 39.2760 loss: 13.3275 loss_cls: 0.8273 loss_bbox: 1.3976 d0.loss_cls: 0.8299 d0.loss_bbox: 1.3947 d1.loss_cls: 0.8237 d1.loss_bbox: 1.3910 d2.loss_cls: 0.8193 d2.loss_bbox: 1.3989 d3.loss_cls: 0.8235 d3.loss_bbox: 1.4009 d4.loss_cls: 0.8241 d4.loss_bbox: 1.3967 2022/12/22 23:42:35 - mmengine - INFO - Epoch(train) [1][ 900/4689] lr: 2.0000e-04 eta: 1 day, 14:58:15 time: 1.2558 data_time: 0.0614 memory: 14432 grad_norm: 42.8093 loss: 13.1201 loss_cls: 0.8249 loss_bbox: 1.3647 d0.loss_cls: 0.8248 d0.loss_bbox: 1.3697 d1.loss_cls: 0.8213 d1.loss_bbox: 1.3628 d2.loss_cls: 0.8214 d2.loss_bbox: 1.3652 d3.loss_cls: 0.8205 d3.loss_bbox: 1.3655 d4.loss_cls: 0.8221 d4.loss_bbox: 1.3572 2022/12/22 23:43:37 - mmengine - INFO - Epoch(train) [1][ 950/4689] lr: 2.0000e-04 eta: 1 day, 14:55:44 time: 1.2417 data_time: 0.0651 memory: 14432 grad_norm: 43.4225 loss: 13.1537 loss_cls: 0.8251 loss_bbox: 1.3629 d0.loss_cls: 0.8340 d0.loss_bbox: 1.3727 d1.loss_cls: 0.8279 d1.loss_bbox: 1.3680 d2.loss_cls: 0.8269 d2.loss_bbox: 1.3654 d3.loss_cls: 0.8248 d3.loss_bbox: 1.3625 d4.loss_cls: 0.8258 d4.loss_bbox: 1.3577 2022/12/22 23:44:40 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/22 23:44:40 - mmengine - INFO - Epoch(train) [1][1000/4689] lr: 2.0000e-04 eta: 1 day, 14:55:12 time: 1.2615 data_time: 0.0649 memory: 14432 grad_norm: 39.3528 loss: 12.5610 loss_cls: 0.7957 loss_bbox: 1.2909 d0.loss_cls: 0.8015 d0.loss_bbox: 1.3156 d1.loss_cls: 0.7938 d1.loss_bbox: 1.3058 d2.loss_cls: 0.7914 d2.loss_bbox: 1.3004 d3.loss_cls: 0.7925 d3.loss_bbox: 1.2923 d4.loss_cls: 0.7953 d4.loss_bbox: 1.2857 2022/12/22 23:45:44 - mmengine - INFO - Epoch(train) [1][1050/4689] lr: 2.0000e-04 eta: 1 day, 14:55:04 time: 1.2665 data_time: 0.0689 memory: 14432 grad_norm: 42.2451 loss: 12.5041 loss_cls: 0.8065 loss_bbox: 1.2716 d0.loss_cls: 0.8032 d0.loss_bbox: 1.2961 d1.loss_cls: 0.7998 d1.loss_bbox: 1.2898 d2.loss_cls: 0.7983 d2.loss_bbox: 1.2868 d3.loss_cls: 0.8021 d3.loss_bbox: 1.2756 d4.loss_cls: 0.8007 d4.loss_bbox: 1.2737 2022/12/22 23:46:46 - mmengine - INFO - Epoch(train) [1][1100/4689] lr: 2.0000e-04 eta: 1 day, 14:53:37 time: 1.2520 data_time: 0.0662 memory: 14432 grad_norm: 41.2568 loss: 12.3135 loss_cls: 0.7864 loss_bbox: 1.2583 d0.loss_cls: 0.7849 d0.loss_bbox: 1.2859 d1.loss_cls: 0.7826 d1.loss_bbox: 1.2736 d2.loss_cls: 0.7785 d2.loss_bbox: 1.2768 d3.loss_cls: 0.7837 d3.loss_bbox: 1.2622 d4.loss_cls: 0.7837 d4.loss_bbox: 1.2569 2022/12/22 23:47:49 - mmengine - INFO - Epoch(train) [1][1150/4689] lr: 2.0000e-04 eta: 1 day, 14:52:19 time: 1.2534 data_time: 0.0643 memory: 14432 grad_norm: 42.1696 loss: 12.1449 loss_cls: 0.7715 loss_bbox: 1.2425 d0.loss_cls: 0.7745 d0.loss_bbox: 1.2725 d1.loss_cls: 0.7700 d1.loss_bbox: 1.2614 d2.loss_cls: 0.7668 d2.loss_bbox: 1.2623 d3.loss_cls: 0.7718 d3.loss_bbox: 1.2412 d4.loss_cls: 0.7688 d4.loss_bbox: 1.2415 2022/12/22 23:48:53 - mmengine - INFO - Epoch(train) [1][1200/4689] lr: 2.0000e-04 eta: 1 day, 14:52:44 time: 1.2752 data_time: 0.0638 memory: 14432 grad_norm: 46.6860 loss: 12.2870 loss_cls: 0.7892 loss_bbox: 1.2483 d0.loss_cls: 0.7916 d0.loss_bbox: 1.2839 d1.loss_cls: 0.7878 d1.loss_bbox: 1.2716 d2.loss_cls: 0.7819 d2.loss_bbox: 1.2657 d3.loss_cls: 0.7897 d3.loss_bbox: 1.2494 d4.loss_cls: 0.7859 d4.loss_bbox: 1.2420 2022/12/22 23:49:55 - mmengine - INFO - Epoch(train) [1][1250/4689] lr: 2.0000e-04 eta: 1 day, 14:50:52 time: 1.2461 data_time: 0.0762 memory: 14432 grad_norm: 44.6650 loss: 12.0101 loss_cls: 0.7526 loss_bbox: 1.2345 d0.loss_cls: 0.7608 d0.loss_bbox: 1.2634 d1.loss_cls: 0.7529 d1.loss_bbox: 1.2554 d2.loss_cls: 0.7537 d2.loss_bbox: 1.2566 d3.loss_cls: 0.7560 d3.loss_bbox: 1.2409 d4.loss_cls: 0.7539 d4.loss_bbox: 1.2294 2022/12/22 23:50:58 - mmengine - INFO - Epoch(train) [1][1300/4689] lr: 2.0000e-04 eta: 1 day, 14:50:43 time: 1.2694 data_time: 0.0634 memory: 14432 grad_norm: 41.7068 loss: 11.7011 loss_cls: 0.7353 loss_bbox: 1.2060 d0.loss_cls: 0.7375 d0.loss_bbox: 1.2347 d1.loss_cls: 0.7280 d1.loss_bbox: 1.2283 d2.loss_cls: 0.7282 d2.loss_bbox: 1.2248 d3.loss_cls: 0.7304 d3.loss_bbox: 1.2161 d4.loss_cls: 0.7291 d4.loss_bbox: 1.2026 2022/12/22 23:52:00 - mmengine - INFO - Epoch(train) [1][1350/4689] lr: 2.0000e-04 eta: 1 day, 14:48:43 time: 1.2433 data_time: 0.0663 memory: 14432 grad_norm: 44.9841 loss: 11.6513 loss_cls: 0.7333 loss_bbox: 1.1986 d0.loss_cls: 0.7462 d0.loss_bbox: 1.2210 d1.loss_cls: 0.7347 d1.loss_bbox: 1.2112 d2.loss_cls: 0.7341 d2.loss_bbox: 1.2099 d3.loss_cls: 0.7343 d3.loss_bbox: 1.2004 d4.loss_cls: 0.7320 d4.loss_bbox: 1.1955 2022/12/22 23:53:04 - mmengine - INFO - Epoch(train) [1][1400/4689] lr: 2.0000e-04 eta: 1 day, 14:48:52 time: 1.2748 data_time: 0.0665 memory: 14432 grad_norm: 42.4740 loss: 11.4276 loss_cls: 0.7214 loss_bbox: 1.1731 d0.loss_cls: 0.7229 d0.loss_bbox: 1.2037 d1.loss_cls: 0.7135 d1.loss_bbox: 1.1978 d2.loss_cls: 0.7149 d2.loss_bbox: 1.1928 d3.loss_cls: 0.7176 d3.loss_bbox: 1.1773 d4.loss_cls: 0.7213 d4.loss_bbox: 1.1714 2022/12/22 23:54:07 - mmengine - INFO - Epoch(train) [1][1450/4689] lr: 2.0000e-04 eta: 1 day, 14:47:35 time: 1.2536 data_time: 0.0773 memory: 14432 grad_norm: 52.8391 loss: 11.6907 loss_cls: 0.7610 loss_bbox: 1.1744 d0.loss_cls: 0.7642 d0.loss_bbox: 1.2081 d1.loss_cls: 0.7627 d1.loss_bbox: 1.1967 d2.loss_cls: 0.7598 d2.loss_bbox: 1.1881 d3.loss_cls: 0.7591 d3.loss_bbox: 1.1815 d4.loss_cls: 0.7606 d4.loss_bbox: 1.1746 2022/12/22 23:55:10 - mmengine - INFO - Epoch(train) [1][1500/4689] lr: 2.0000e-04 eta: 1 day, 14:46:37 time: 1.2584 data_time: 0.0666 memory: 14432 grad_norm: 45.1910 loss: 11.5469 loss_cls: 0.7488 loss_bbox: 1.1620 d0.loss_cls: 0.7599 d0.loss_bbox: 1.1939 d1.loss_cls: 0.7539 d1.loss_bbox: 1.1785 d2.loss_cls: 0.7532 d2.loss_bbox: 1.1724 d3.loss_cls: 0.7563 d3.loss_bbox: 1.1595 d4.loss_cls: 0.7507 d4.loss_bbox: 1.1579 2022/12/22 23:56:13 - mmengine - INFO - Epoch(train) [1][1550/4689] lr: 2.0000e-04 eta: 1 day, 14:46:20 time: 1.2699 data_time: 0.0669 memory: 14432 grad_norm: 40.2791 loss: 11.3390 loss_cls: 0.7110 loss_bbox: 1.1606 d0.loss_cls: 0.7198 d0.loss_bbox: 1.2014 d1.loss_cls: 0.7161 d1.loss_bbox: 1.1820 d2.loss_cls: 0.7153 d2.loss_bbox: 1.1799 d3.loss_cls: 0.7152 d3.loss_bbox: 1.1649 d4.loss_cls: 0.7134 d4.loss_bbox: 1.1595 2022/12/22 23:57:17 - mmengine - INFO - Epoch(train) [1][1600/4689] lr: 2.0000e-04 eta: 1 day, 14:46:39 time: 1.2815 data_time: 0.0751 memory: 14432 grad_norm: 39.7006 loss: 11.1095 loss_cls: 0.7110 loss_bbox: 1.1289 d0.loss_cls: 0.7098 d0.loss_bbox: 1.1728 d1.loss_cls: 0.7031 d1.loss_bbox: 1.1603 d2.loss_cls: 0.7056 d2.loss_bbox: 1.1448 d3.loss_cls: 0.7125 d3.loss_bbox: 1.1297 d4.loss_cls: 0.7092 d4.loss_bbox: 1.1218 2022/12/22 23:58:20 - mmengine - INFO - Epoch(train) [1][1650/4689] lr: 2.0000e-04 eta: 1 day, 14:44:49 time: 1.2442 data_time: 0.0713 memory: 14432 grad_norm: 41.0470 loss: 11.1171 loss_cls: 0.7116 loss_bbox: 1.1293 d0.loss_cls: 0.7108 d0.loss_bbox: 1.1691 d1.loss_cls: 0.7049 d1.loss_bbox: 1.1585 d2.loss_cls: 0.7080 d2.loss_bbox: 1.1433 d3.loss_cls: 0.7103 d3.loss_bbox: 1.1351 d4.loss_cls: 0.7105 d4.loss_bbox: 1.1257 2022/12/22 23:59:22 - mmengine - INFO - Epoch(train) [1][1700/4689] lr: 2.0000e-04 eta: 1 day, 14:43:32 time: 1.2537 data_time: 0.0615 memory: 14432 grad_norm: 45.4896 loss: 11.2970 loss_cls: 0.7144 loss_bbox: 1.1467 d0.loss_cls: 0.7289 d0.loss_bbox: 1.1910 d1.loss_cls: 0.7209 d1.loss_bbox: 1.1737 d2.loss_cls: 0.7214 d2.loss_bbox: 1.1605 d3.loss_cls: 0.7194 d3.loss_bbox: 1.1550 d4.loss_cls: 0.7168 d4.loss_bbox: 1.1482 2022/12/23 00:00:26 - mmengine - INFO - Epoch(train) [1][1750/4689] lr: 2.0000e-04 eta: 1 day, 14:43:12 time: 1.2712 data_time: 0.0640 memory: 14432 grad_norm: 45.6016 loss: 10.9050 loss_cls: 0.6809 loss_bbox: 1.1229 d0.loss_cls: 0.6896 d0.loss_bbox: 1.1571 d1.loss_cls: 0.6813 d1.loss_bbox: 1.1458 d2.loss_cls: 0.6779 d2.loss_bbox: 1.1369 d3.loss_cls: 0.6866 d3.loss_bbox: 1.1254 d4.loss_cls: 0.6846 d4.loss_bbox: 1.1160 2022/12/23 00:01:30 - mmengine - INFO - Epoch(train) [1][1800/4689] lr: 2.0000e-04 eta: 1 day, 14:43:04 time: 1.2761 data_time: 0.0651 memory: 14432 grad_norm: 41.0195 loss: 10.9298 loss_cls: 0.6938 loss_bbox: 1.1141 d0.loss_cls: 0.7006 d0.loss_bbox: 1.1530 d1.loss_cls: 0.6951 d1.loss_bbox: 1.1389 d2.loss_cls: 0.6923 d2.loss_bbox: 1.1271 d3.loss_cls: 0.6962 d3.loss_bbox: 1.1154 d4.loss_cls: 0.6929 d4.loss_bbox: 1.1103 2022/12/23 00:02:32 - mmengine - INFO - Epoch(train) [1][1850/4689] lr: 2.0000e-04 eta: 1 day, 14:41:49 time: 1.2548 data_time: 0.0696 memory: 14432 grad_norm: 42.8912 loss: 11.0788 loss_cls: 0.6963 loss_bbox: 1.1331 d0.loss_cls: 0.7037 d0.loss_bbox: 1.1798 d1.loss_cls: 0.6937 d1.loss_bbox: 1.1662 d2.loss_cls: 0.6951 d2.loss_bbox: 1.1531 d3.loss_cls: 0.6974 d3.loss_bbox: 1.1378 d4.loss_cls: 0.6927 d4.loss_bbox: 1.1299 2022/12/23 00:03:35 - mmengine - INFO - Epoch(train) [1][1900/4689] lr: 2.0000e-04 eta: 1 day, 14:40:38 time: 1.2560 data_time: 0.0694 memory: 14432 grad_norm: 47.6295 loss: 10.9605 loss_cls: 0.6776 loss_bbox: 1.1265 d0.loss_cls: 0.6900 d0.loss_bbox: 1.1760 d1.loss_cls: 0.6787 d1.loss_bbox: 1.1645 d2.loss_cls: 0.6756 d2.loss_bbox: 1.1522 d3.loss_cls: 0.6753 d3.loss_bbox: 1.1397 d4.loss_cls: 0.6767 d4.loss_bbox: 1.1276 2022/12/23 00:04:38 - mmengine - INFO - Epoch(train) [1][1950/4689] lr: 2.0000e-04 eta: 1 day, 14:39:44 time: 1.2616 data_time: 0.0687 memory: 14432 grad_norm: 44.7242 loss: 10.7000 loss_cls: 0.6755 loss_bbox: 1.0920 d0.loss_cls: 0.6825 d0.loss_bbox: 1.1356 d1.loss_cls: 0.6731 d1.loss_bbox: 1.1213 d2.loss_cls: 0.6689 d2.loss_bbox: 1.1093 d3.loss_cls: 0.6750 d3.loss_bbox: 1.1023 d4.loss_cls: 0.6739 d4.loss_bbox: 1.0906 2022/12/23 00:05:41 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 00:05:41 - mmengine - INFO - Epoch(train) [1][2000/4689] lr: 2.0000e-04 eta: 1 day, 14:38:36 time: 1.2566 data_time: 0.0683 memory: 14432 grad_norm: 46.2434 loss: 10.8024 loss_cls: 0.6794 loss_bbox: 1.1042 d0.loss_cls: 0.6871 d0.loss_bbox: 1.1483 d1.loss_cls: 0.6787 d1.loss_bbox: 1.1351 d2.loss_cls: 0.6777 d2.loss_bbox: 1.1200 d3.loss_cls: 0.6811 d3.loss_bbox: 1.1109 d4.loss_cls: 0.6789 d4.loss_bbox: 1.1009 2022/12/23 00:06:45 - mmengine - INFO - Epoch(train) [1][2050/4689] lr: 2.0000e-04 eta: 1 day, 14:38:44 time: 1.2850 data_time: 0.0705 memory: 14432 grad_norm: 43.8710 loss: 10.7042 loss_cls: 0.6695 loss_bbox: 1.1008 d0.loss_cls: 0.6777 d0.loss_bbox: 1.1420 d1.loss_cls: 0.6722 d1.loss_bbox: 1.1226 d2.loss_cls: 0.6695 d2.loss_bbox: 1.1150 d3.loss_cls: 0.6691 d3.loss_bbox: 1.1016 d4.loss_cls: 0.6714 d4.loss_bbox: 1.0928 2022/12/23 00:07:49 - mmengine - INFO - Epoch(train) [1][2100/4689] lr: 2.0000e-04 eta: 1 day, 14:38:07 time: 1.2692 data_time: 0.0711 memory: 14432 grad_norm: 45.9582 loss: 10.7774 loss_cls: 0.6679 loss_bbox: 1.1098 d0.loss_cls: 0.6824 d0.loss_bbox: 1.1533 d1.loss_cls: 0.6693 d1.loss_bbox: 1.1401 d2.loss_cls: 0.6670 d2.loss_bbox: 1.1261 d3.loss_cls: 0.6699 d3.loss_bbox: 1.1163 d4.loss_cls: 0.6696 d4.loss_bbox: 1.1056 2022/12/23 00:08:52 - mmengine - INFO - Epoch(train) [1][2150/4689] lr: 2.0000e-04 eta: 1 day, 14:36:52 time: 1.2547 data_time: 0.0614 memory: 14432 grad_norm: 50.1226 loss: 10.5948 loss_cls: 0.6475 loss_bbox: 1.0990 d0.loss_cls: 0.6676 d0.loss_bbox: 1.1400 d1.loss_cls: 0.6544 d1.loss_bbox: 1.1290 d2.loss_cls: 0.6520 d2.loss_bbox: 1.1115 d3.loss_cls: 0.6543 d3.loss_bbox: 1.0997 d4.loss_cls: 0.6466 d4.loss_bbox: 1.0933 2022/12/23 00:09:54 - mmengine - INFO - Epoch(train) [1][2200/4689] lr: 2.0000e-04 eta: 1 day, 14:35:07 time: 1.2423 data_time: 0.0612 memory: 14432 grad_norm: 49.0205 loss: 10.5160 loss_cls: 0.6491 loss_bbox: 1.0820 d0.loss_cls: 0.6668 d0.loss_bbox: 1.1312 d1.loss_cls: 0.6527 d1.loss_bbox: 1.1147 d2.loss_cls: 0.6496 d2.loss_bbox: 1.0987 d3.loss_cls: 0.6500 d3.loss_bbox: 1.0900 d4.loss_cls: 0.6480 d4.loss_bbox: 1.0833 2022/12/23 00:10:56 - mmengine - INFO - Epoch(train) [1][2250/4689] lr: 2.0000e-04 eta: 1 day, 14:33:42 time: 1.2502 data_time: 0.0632 memory: 14432 grad_norm: 42.2204 loss: 10.5013 loss_cls: 0.6541 loss_bbox: 1.0751 d0.loss_cls: 0.6730 d0.loss_bbox: 1.1196 d1.loss_cls: 0.6638 d1.loss_bbox: 1.1016 d2.loss_cls: 0.6626 d2.loss_bbox: 1.0866 d3.loss_cls: 0.6612 d3.loss_bbox: 1.0766 d4.loss_cls: 0.6546 d4.loss_bbox: 1.0726 2022/12/23 00:11:58 - mmengine - INFO - Epoch(train) [1][2300/4689] lr: 2.0000e-04 eta: 1 day, 14:32:08 time: 1.2456 data_time: 0.0624 memory: 14432 grad_norm: 38.3338 loss: 10.4609 loss_cls: 0.6480 loss_bbox: 1.0754 d0.loss_cls: 0.6613 d0.loss_bbox: 1.1265 d1.loss_cls: 0.6514 d1.loss_bbox: 1.1068 d2.loss_cls: 0.6493 d2.loss_bbox: 1.0880 d3.loss_cls: 0.6495 d3.loss_bbox: 1.0837 d4.loss_cls: 0.6468 d4.loss_bbox: 1.0742 2022/12/23 00:13:02 - mmengine - INFO - Epoch(train) [1][2350/4689] lr: 2.0000e-04 eta: 1 day, 14:31:44 time: 1.2751 data_time: 0.0705 memory: 14432 grad_norm: 46.7454 loss: 10.3492 loss_cls: 0.6384 loss_bbox: 1.0691 d0.loss_cls: 0.6450 d0.loss_bbox: 1.1150 d1.loss_cls: 0.6383 d1.loss_bbox: 1.0980 d2.loss_cls: 0.6380 d2.loss_bbox: 1.0855 d3.loss_cls: 0.6370 d3.loss_bbox: 1.0780 d4.loss_cls: 0.6376 d4.loss_bbox: 1.0693 2022/12/23 00:14:05 - mmengine - INFO - Epoch(train) [1][2400/4689] lr: 2.0000e-04 eta: 1 day, 14:30:17 time: 1.2484 data_time: 0.0688 memory: 14432 grad_norm: 46.7207 loss: 10.3124 loss_cls: 0.6488 loss_bbox: 1.0508 d0.loss_cls: 0.6639 d0.loss_bbox: 1.0956 d1.loss_cls: 0.6518 d1.loss_bbox: 1.0863 d2.loss_cls: 0.6486 d2.loss_bbox: 1.0661 d3.loss_cls: 0.6488 d3.loss_bbox: 1.0570 d4.loss_cls: 0.6479 d4.loss_bbox: 1.0468 2022/12/23 00:15:08 - mmengine - INFO - Epoch(train) [1][2450/4689] lr: 2.0000e-04 eta: 1 day, 14:29:40 time: 1.2704 data_time: 0.0723 memory: 14432 grad_norm: 45.2489 loss: 10.1162 loss_cls: 0.6093 loss_bbox: 1.0547 d0.loss_cls: 0.6320 d0.loss_bbox: 1.0945 d1.loss_cls: 0.6194 d1.loss_bbox: 1.0838 d2.loss_cls: 0.6141 d2.loss_bbox: 1.0687 d3.loss_cls: 0.6113 d3.loss_bbox: 1.0624 d4.loss_cls: 0.6106 d4.loss_bbox: 1.0554 2022/12/23 00:16:12 - mmengine - INFO - Epoch(train) [1][2500/4689] lr: 2.0000e-04 eta: 1 day, 14:28:57 time: 1.2675 data_time: 0.0695 memory: 14432 grad_norm: 48.5468 loss: 10.0817 loss_cls: 0.6212 loss_bbox: 1.0411 d0.loss_cls: 0.6303 d0.loss_bbox: 1.0870 d1.loss_cls: 0.6220 d1.loss_bbox: 1.0763 d2.loss_cls: 0.6215 d2.loss_bbox: 1.0553 d3.loss_cls: 0.6192 d3.loss_bbox: 1.0493 d4.loss_cls: 0.6202 d4.loss_bbox: 1.0383 2022/12/23 00:17:14 - mmengine - INFO - Epoch(train) [1][2550/4689] lr: 2.0000e-04 eta: 1 day, 14:27:49 time: 1.2567 data_time: 0.0680 memory: 14432 grad_norm: 46.1002 loss: 10.1331 loss_cls: 0.6254 loss_bbox: 1.0423 d0.loss_cls: 0.6361 d0.loss_bbox: 1.0964 d1.loss_cls: 0.6232 d1.loss_bbox: 1.0806 d2.loss_cls: 0.6270 d2.loss_bbox: 1.0569 d3.loss_cls: 0.6261 d3.loss_bbox: 1.0524 d4.loss_cls: 0.6282 d4.loss_bbox: 1.0383 2022/12/23 00:18:19 - mmengine - INFO - Epoch(train) [1][2600/4689] lr: 2.0000e-04 eta: 1 day, 14:27:38 time: 1.2836 data_time: 0.0784 memory: 14432 grad_norm: 49.6827 loss: 10.2624 loss_cls: 0.6388 loss_bbox: 1.0529 d0.loss_cls: 0.6474 d0.loss_bbox: 1.1043 d1.loss_cls: 0.6391 d1.loss_bbox: 1.0897 d2.loss_cls: 0.6353 d2.loss_bbox: 1.0722 d3.loss_cls: 0.6373 d3.loss_bbox: 1.0613 d4.loss_cls: 0.6399 d4.loss_bbox: 1.0441 2022/12/23 00:19:21 - mmengine - INFO - Epoch(train) [1][2650/4689] lr: 2.0000e-04 eta: 1 day, 14:26:18 time: 1.2514 data_time: 0.0623 memory: 14432 grad_norm: 46.6086 loss: 9.9826 loss_cls: 0.6169 loss_bbox: 1.0235 d0.loss_cls: 0.6301 d0.loss_bbox: 1.0842 d1.loss_cls: 0.6243 d1.loss_bbox: 1.0582 d2.loss_cls: 0.6175 d2.loss_bbox: 1.0427 d3.loss_cls: 0.6175 d3.loss_bbox: 1.0300 d4.loss_cls: 0.6170 d4.loss_bbox: 1.0208 2022/12/23 00:20:26 - mmengine - INFO - Epoch(train) [1][2700/4689] lr: 2.0000e-04 eta: 1 day, 14:26:20 time: 1.2913 data_time: 0.0684 memory: 14432 grad_norm: 42.8695 loss: 10.0234 loss_cls: 0.6036 loss_bbox: 1.0451 d0.loss_cls: 0.6187 d0.loss_bbox: 1.0974 d1.loss_cls: 0.6120 d1.loss_bbox: 1.0788 d2.loss_cls: 0.6097 d2.loss_bbox: 1.0565 d3.loss_cls: 0.6085 d3.loss_bbox: 1.0479 d4.loss_cls: 0.6048 d4.loss_bbox: 1.0403 2022/12/23 00:21:29 - mmengine - INFO - Epoch(train) [1][2750/4689] lr: 2.0000e-04 eta: 1 day, 14:25:11 time: 1.2567 data_time: 0.0708 memory: 14432 grad_norm: 45.7856 loss: 10.1217 loss_cls: 0.6220 loss_bbox: 1.0411 d0.loss_cls: 0.6390 d0.loss_bbox: 1.0962 d1.loss_cls: 0.6282 d1.loss_bbox: 1.0779 d2.loss_cls: 0.6232 d2.loss_bbox: 1.0577 d3.loss_cls: 0.6225 d3.loss_bbox: 1.0507 d4.loss_cls: 0.6232 d4.loss_bbox: 1.0402 2022/12/23 00:22:32 - mmengine - INFO - Epoch(train) [1][2800/4689] lr: 2.0000e-04 eta: 1 day, 14:24:08 time: 1.2597 data_time: 0.0659 memory: 14432 grad_norm: 46.6917 loss: 10.1623 loss_cls: 0.6146 loss_bbox: 1.0601 d0.loss_cls: 0.6308 d0.loss_bbox: 1.1019 d1.loss_cls: 0.6244 d1.loss_bbox: 1.0863 d2.loss_cls: 0.6195 d2.loss_bbox: 1.0665 d3.loss_cls: 0.6196 d3.loss_bbox: 1.0632 d4.loss_cls: 0.6159 d4.loss_bbox: 1.0594 2022/12/23 00:23:35 - mmengine - INFO - Epoch(train) [1][2850/4689] lr: 2.0000e-04 eta: 1 day, 14:23:34 time: 1.2752 data_time: 0.0750 memory: 14432 grad_norm: 47.5916 loss: 9.9763 loss_cls: 0.6238 loss_bbox: 1.0210 d0.loss_cls: 0.6354 d0.loss_bbox: 1.0685 d1.loss_cls: 0.6259 d1.loss_bbox: 1.0522 d2.loss_cls: 0.6261 d2.loss_bbox: 1.0328 d3.loss_cls: 0.6263 d3.loss_bbox: 1.0227 d4.loss_cls: 0.6224 d4.loss_bbox: 1.0191 2022/12/23 00:24:39 - mmengine - INFO - Epoch(train) [1][2900/4689] lr: 2.0000e-04 eta: 1 day, 14:23:09 time: 1.2803 data_time: 0.0658 memory: 14432 grad_norm: 45.1933 loss: 9.7295 loss_cls: 0.5886 loss_bbox: 1.0144 d0.loss_cls: 0.6030 d0.loss_bbox: 1.0609 d1.loss_cls: 0.5889 d1.loss_bbox: 1.0482 d2.loss_cls: 0.5905 d2.loss_bbox: 1.0254 d3.loss_cls: 0.5896 d3.loss_bbox: 1.0184 d4.loss_cls: 0.5891 d4.loss_bbox: 1.0124 2022/12/23 00:25:42 - mmengine - INFO - Epoch(train) [1][2950/4689] lr: 2.0000e-04 eta: 1 day, 14:21:54 time: 1.2537 data_time: 0.0679 memory: 14432 grad_norm: 44.7764 loss: 9.9875 loss_cls: 0.6138 loss_bbox: 1.0283 d0.loss_cls: 0.6218 d0.loss_bbox: 1.0838 d1.loss_cls: 0.6181 d1.loss_bbox: 1.0652 d2.loss_cls: 0.6147 d2.loss_bbox: 1.0477 d3.loss_cls: 0.6162 d3.loss_bbox: 1.0355 d4.loss_cls: 0.6136 d4.loss_bbox: 1.0290 2022/12/23 00:26:45 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 00:26:45 - mmengine - INFO - Epoch(train) [1][3000/4689] lr: 2.0000e-04 eta: 1 day, 14:20:44 time: 1.2565 data_time: 0.0772 memory: 14432 grad_norm: 46.5423 loss: 10.0383 loss_cls: 0.6164 loss_bbox: 1.0361 d0.loss_cls: 0.6367 d0.loss_bbox: 1.0820 d1.loss_cls: 0.6285 d1.loss_bbox: 1.0667 d2.loss_cls: 0.6200 d2.loss_bbox: 1.0453 d3.loss_cls: 0.6217 d3.loss_bbox: 1.0361 d4.loss_cls: 0.6179 d4.loss_bbox: 1.0309 2022/12/23 00:27:47 - mmengine - INFO - Epoch(train) [1][3050/4689] lr: 2.0000e-04 eta: 1 day, 14:18:57 time: 1.2360 data_time: 0.0666 memory: 14432 grad_norm: 49.4991 loss: 9.9187 loss_cls: 0.6188 loss_bbox: 1.0173 d0.loss_cls: 0.6250 d0.loss_bbox: 1.0638 d1.loss_cls: 0.6173 d1.loss_bbox: 1.0458 d2.loss_cls: 0.6189 d2.loss_bbox: 1.0339 d3.loss_cls: 0.6164 d3.loss_bbox: 1.0286 d4.loss_cls: 0.6172 d4.loss_bbox: 1.0157 2022/12/23 00:28:50 - mmengine - INFO - Epoch(train) [1][3100/4689] lr: 2.0000e-04 eta: 1 day, 14:17:51 time: 1.2578 data_time: 0.0668 memory: 14432 grad_norm: 49.0257 loss: 9.7000 loss_cls: 0.5893 loss_bbox: 1.0076 d0.loss_cls: 0.5978 d0.loss_bbox: 1.0614 d1.loss_cls: 0.5884 d1.loss_bbox: 1.0420 d2.loss_cls: 0.5880 d2.loss_bbox: 1.0235 d3.loss_cls: 0.5879 d3.loss_bbox: 1.0188 d4.loss_cls: 0.5844 d4.loss_bbox: 1.0108 2022/12/23 00:29:53 - mmengine - INFO - Epoch(train) [1][3150/4689] lr: 2.0000e-04 eta: 1 day, 14:16:52 time: 1.2624 data_time: 0.0661 memory: 14432 grad_norm: 43.8853 loss: 9.7237 loss_cls: 0.5867 loss_bbox: 1.0150 d0.loss_cls: 0.5994 d0.loss_bbox: 1.0613 d1.loss_cls: 0.5910 d1.loss_bbox: 1.0445 d2.loss_cls: 0.5888 d2.loss_bbox: 1.0291 d3.loss_cls: 0.5857 d3.loss_bbox: 1.0218 d4.loss_cls: 0.5862 d4.loss_bbox: 1.0144 2022/12/23 00:30:55 - mmengine - INFO - Epoch(train) [1][3200/4689] lr: 2.0000e-04 eta: 1 day, 14:15:19 time: 1.2422 data_time: 0.0654 memory: 14432 grad_norm: 42.7898 loss: 9.6036 loss_cls: 0.5843 loss_bbox: 0.9905 d0.loss_cls: 0.6014 d0.loss_bbox: 1.0498 d1.loss_cls: 0.5876 d1.loss_bbox: 1.0323 d2.loss_cls: 0.5887 d2.loss_bbox: 1.0070 d3.loss_cls: 0.5862 d3.loss_bbox: 1.0006 d4.loss_cls: 0.5862 d4.loss_bbox: 0.9891 2022/12/23 00:31:58 - mmengine - INFO - Epoch(train) [1][3250/4689] lr: 2.0000e-04 eta: 1 day, 14:14:41 time: 1.2743 data_time: 0.0738 memory: 14432 grad_norm: 41.0677 loss: 9.4629 loss_cls: 0.5575 loss_bbox: 0.9952 d0.loss_cls: 0.5750 d0.loss_bbox: 1.0479 d1.loss_cls: 0.5673 d1.loss_bbox: 1.0346 d2.loss_cls: 0.5645 d2.loss_bbox: 1.0084 d3.loss_cls: 0.5613 d3.loss_bbox: 1.0004 d4.loss_cls: 0.5573 d4.loss_bbox: 0.9935 2022/12/23 00:33:01 - mmengine - INFO - Epoch(train) [1][3300/4689] lr: 2.0000e-04 eta: 1 day, 14:13:37 time: 1.2593 data_time: 0.0658 memory: 14432 grad_norm: 43.3780 loss: 9.6903 loss_cls: 0.5910 loss_bbox: 1.0050 d0.loss_cls: 0.5994 d0.loss_bbox: 1.0496 d1.loss_cls: 0.5923 d1.loss_bbox: 1.0381 d2.loss_cls: 0.5917 d2.loss_bbox: 1.0216 d3.loss_cls: 0.5935 d3.loss_bbox: 1.0133 d4.loss_cls: 0.5918 d4.loss_bbox: 1.0030 2022/12/23 00:34:04 - mmengine - INFO - Epoch(train) [1][3350/4689] lr: 2.0000e-04 eta: 1 day, 14:12:13 time: 1.2468 data_time: 0.0686 memory: 14432 grad_norm: 44.7122 loss: 9.6002 loss_cls: 0.5795 loss_bbox: 0.9974 d0.loss_cls: 0.5938 d0.loss_bbox: 1.0449 d1.loss_cls: 0.5845 d1.loss_bbox: 1.0353 d2.loss_cls: 0.5808 d2.loss_bbox: 1.0179 d3.loss_cls: 0.5809 d3.loss_bbox: 1.0071 d4.loss_cls: 0.5787 d4.loss_bbox: 0.9993 2022/12/23 00:35:07 - mmengine - INFO - Epoch(train) [1][3400/4689] lr: 2.0000e-04 eta: 1 day, 14:11:32 time: 1.2738 data_time: 0.0756 memory: 14432 grad_norm: 47.0022 loss: 9.6096 loss_cls: 0.5855 loss_bbox: 0.9959 d0.loss_cls: 0.5969 d0.loss_bbox: 1.0468 d1.loss_cls: 0.5911 d1.loss_bbox: 1.0276 d2.loss_cls: 0.5859 d2.loss_bbox: 1.0121 d3.loss_cls: 0.5859 d3.loss_bbox: 1.0042 d4.loss_cls: 0.5819 d4.loss_bbox: 0.9958 2022/12/23 00:36:10 - mmengine - INFO - Epoch(train) [1][3450/4689] lr: 2.0000e-04 eta: 1 day, 14:10:16 time: 1.2512 data_time: 0.0680 memory: 14432 grad_norm: 48.5218 loss: 9.6425 loss_cls: 0.5730 loss_bbox: 1.0096 d0.loss_cls: 0.5948 d0.loss_bbox: 1.0617 d1.loss_cls: 0.5811 d1.loss_bbox: 1.0456 d2.loss_cls: 0.5793 d2.loss_bbox: 1.0221 d3.loss_cls: 0.5760 d3.loss_bbox: 1.0161 d4.loss_cls: 0.5747 d4.loss_bbox: 1.0085 2022/12/23 00:37:12 - mmengine - INFO - Epoch(train) [1][3500/4689] lr: 2.0000e-04 eta: 1 day, 14:08:51 time: 1.2458 data_time: 0.0686 memory: 14432 grad_norm: 48.2573 loss: 9.6278 loss_cls: 0.5824 loss_bbox: 0.9992 d0.loss_cls: 0.5982 d0.loss_bbox: 1.0491 d1.loss_cls: 0.5882 d1.loss_bbox: 1.0382 d2.loss_cls: 0.5846 d2.loss_bbox: 1.0146 d3.loss_cls: 0.5868 d3.loss_bbox: 1.0046 d4.loss_cls: 0.5829 d4.loss_bbox: 0.9989 2022/12/23 00:38:15 - mmengine - INFO - Epoch(train) [1][3550/4689] lr: 2.0000e-04 eta: 1 day, 14:07:44 time: 1.2569 data_time: 0.0669 memory: 14432 grad_norm: 44.9994 loss: 9.5472 loss_cls: 0.5704 loss_bbox: 0.9967 d0.loss_cls: 0.5818 d0.loss_bbox: 1.0541 d1.loss_cls: 0.5717 d1.loss_bbox: 1.0378 d2.loss_cls: 0.5686 d2.loss_bbox: 1.0208 d3.loss_cls: 0.5708 d3.loss_bbox: 1.0079 d4.loss_cls: 0.5697 d4.loss_bbox: 0.9966 2022/12/23 00:39:17 - mmengine - INFO - Epoch(train) [1][3600/4689] lr: 2.0000e-04 eta: 1 day, 14:06:16 time: 1.2426 data_time: 0.0671 memory: 14432 grad_norm: 47.4891 loss: 9.7832 loss_cls: 0.5970 loss_bbox: 1.0149 d0.loss_cls: 0.6099 d0.loss_bbox: 1.0615 d1.loss_cls: 0.5998 d1.loss_bbox: 1.0466 d2.loss_cls: 0.5928 d2.loss_bbox: 1.0326 d3.loss_cls: 0.5936 d3.loss_bbox: 1.0244 d4.loss_cls: 0.5940 d4.loss_bbox: 1.0159 2022/12/23 00:40:21 - mmengine - INFO - Epoch(train) [1][3650/4689] lr: 2.0000e-04 eta: 1 day, 14:05:41 time: 1.2784 data_time: 0.0737 memory: 14432 grad_norm: 47.8752 loss: 9.6873 loss_cls: 0.5885 loss_bbox: 1.0035 d0.loss_cls: 0.6072 d0.loss_bbox: 1.0567 d1.loss_cls: 0.5984 d1.loss_bbox: 1.0376 d2.loss_cls: 0.5918 d2.loss_bbox: 1.0137 d3.loss_cls: 0.5899 d3.loss_bbox: 1.0064 d4.loss_cls: 0.5889 d4.loss_bbox: 1.0046 2022/12/23 00:41:24 - mmengine - INFO - Epoch(train) [1][3700/4689] lr: 2.0000e-04 eta: 1 day, 14:04:23 time: 1.2493 data_time: 0.0673 memory: 14432 grad_norm: 43.6037 loss: 9.6177 loss_cls: 0.5840 loss_bbox: 0.9958 d0.loss_cls: 0.6034 d0.loss_bbox: 1.0487 d1.loss_cls: 0.5906 d1.loss_bbox: 1.0315 d2.loss_cls: 0.5856 d2.loss_bbox: 1.0103 d3.loss_cls: 0.5841 d3.loss_bbox: 1.0055 d4.loss_cls: 0.5834 d4.loss_bbox: 0.9949 2022/12/23 00:42:26 - mmengine - INFO - Epoch(train) [1][3750/4689] lr: 2.0000e-04 eta: 1 day, 14:03:10 time: 1.2523 data_time: 0.0684 memory: 14432 grad_norm: 39.7019 loss: 9.4119 loss_cls: 0.5701 loss_bbox: 0.9739 d0.loss_cls: 0.5885 d0.loss_bbox: 1.0277 d1.loss_cls: 0.5764 d1.loss_bbox: 1.0113 d2.loss_cls: 0.5676 d2.loss_bbox: 0.9965 d3.loss_cls: 0.5684 d3.loss_bbox: 0.9871 d4.loss_cls: 0.5679 d4.loss_bbox: 0.9764 2022/12/23 00:43:30 - mmengine - INFO - Epoch(train) [1][3800/4689] lr: 2.0000e-04 eta: 1 day, 14:02:40 time: 1.2821 data_time: 0.0807 memory: 14432 grad_norm: 49.9851 loss: 9.4033 loss_cls: 0.5588 loss_bbox: 0.9835 d0.loss_cls: 0.5729 d0.loss_bbox: 1.0455 d1.loss_cls: 0.5625 d1.loss_bbox: 1.0227 d2.loss_cls: 0.5607 d2.loss_bbox: 0.9999 d3.loss_cls: 0.5589 d3.loss_bbox: 0.9946 d4.loss_cls: 0.5624 d4.loss_bbox: 0.9807 2022/12/23 00:44:33 - mmengine - INFO - Epoch(train) [1][3850/4689] lr: 2.0000e-04 eta: 1 day, 14:01:17 time: 1.2458 data_time: 0.0677 memory: 14432 grad_norm: 56.9614 loss: 9.5096 loss_cls: 0.5822 loss_bbox: 0.9836 d0.loss_cls: 0.5940 d0.loss_bbox: 1.0326 d1.loss_cls: 0.5810 d1.loss_bbox: 1.0207 d2.loss_cls: 0.5801 d2.loss_bbox: 1.0000 d3.loss_cls: 0.5803 d3.loss_bbox: 0.9900 d4.loss_cls: 0.5826 d4.loss_bbox: 0.9826 2022/12/23 00:45:37 - mmengine - INFO - Epoch(train) [1][3900/4689] lr: 2.0000e-04 eta: 1 day, 14:00:51 time: 1.2857 data_time: 0.0678 memory: 14432 grad_norm: 43.5034 loss: 9.4107 loss_cls: 0.5595 loss_bbox: 0.9840 d0.loss_cls: 0.5694 d0.loss_bbox: 1.0473 d1.loss_cls: 0.5646 d1.loss_bbox: 1.0253 d2.loss_cls: 0.5604 d2.loss_bbox: 1.0044 d3.loss_cls: 0.5625 d3.loss_bbox: 0.9911 d4.loss_cls: 0.5619 d4.loss_bbox: 0.9803 2022/12/23 00:46:40 - mmengine - INFO - Epoch(train) [1][3950/4689] lr: 2.0000e-04 eta: 1 day, 13:59:45 time: 1.2575 data_time: 0.0678 memory: 14432 grad_norm: 49.5374 loss: 9.3104 loss_cls: 0.5626 loss_bbox: 0.9629 d0.loss_cls: 0.5735 d0.loss_bbox: 1.0219 d1.loss_cls: 0.5699 d1.loss_bbox: 1.0014 d2.loss_cls: 0.5652 d2.loss_bbox: 0.9847 d3.loss_cls: 0.5635 d3.loss_bbox: 0.9766 d4.loss_cls: 0.5655 d4.loss_bbox: 0.9628 2022/12/23 00:47:45 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 00:47:45 - mmengine - INFO - Epoch(train) [1][4000/4689] lr: 2.0000e-04 eta: 1 day, 13:59:27 time: 1.2931 data_time: 0.0675 memory: 14432 grad_norm: 44.2048 loss: 9.2606 loss_cls: 0.5597 loss_bbox: 0.9595 d0.loss_cls: 0.5740 d0.loss_bbox: 1.0165 d1.loss_cls: 0.5678 d1.loss_bbox: 0.9969 d2.loss_cls: 0.5625 d2.loss_bbox: 0.9764 d3.loss_cls: 0.5621 d3.loss_bbox: 0.9664 d4.loss_cls: 0.5613 d4.loss_bbox: 0.9575 2022/12/23 00:48:47 - mmengine - INFO - Epoch(train) [1][4050/4689] lr: 2.0000e-04 eta: 1 day, 13:58:20 time: 1.2570 data_time: 0.0719 memory: 14432 grad_norm: 46.5551 loss: 9.4376 loss_cls: 0.5638 loss_bbox: 0.9876 d0.loss_cls: 0.5833 d0.loss_bbox: 1.0356 d1.loss_cls: 0.5727 d1.loss_bbox: 1.0182 d2.loss_cls: 0.5702 d2.loss_bbox: 0.9971 d3.loss_cls: 0.5678 d3.loss_bbox: 0.9914 d4.loss_cls: 0.5653 d4.loss_bbox: 0.9847 2022/12/23 00:49:50 - mmengine - INFO - Epoch(train) [1][4100/4689] lr: 2.0000e-04 eta: 1 day, 13:56:57 time: 1.2449 data_time: 0.0662 memory: 14432 grad_norm: 45.8669 loss: 9.3051 loss_cls: 0.5547 loss_bbox: 0.9776 d0.loss_cls: 0.5683 d0.loss_bbox: 1.0198 d1.loss_cls: 0.5591 d1.loss_bbox: 1.0070 d2.loss_cls: 0.5555 d2.loss_bbox: 0.9915 d3.loss_cls: 0.5548 d3.loss_bbox: 0.9872 d4.loss_cls: 0.5558 d4.loss_bbox: 0.9739 2022/12/23 00:50:52 - mmengine - INFO - Epoch(train) [1][4150/4689] lr: 2.0000e-04 eta: 1 day, 13:55:49 time: 1.2562 data_time: 0.0692 memory: 14432 grad_norm: 47.0523 loss: 9.3013 loss_cls: 0.5502 loss_bbox: 0.9785 d0.loss_cls: 0.5628 d0.loss_bbox: 1.0279 d1.loss_cls: 0.5553 d1.loss_bbox: 1.0102 d2.loss_cls: 0.5509 d2.loss_bbox: 0.9981 d3.loss_cls: 0.5518 d3.loss_bbox: 0.9870 d4.loss_cls: 0.5511 d4.loss_bbox: 0.9776 2022/12/23 00:51:55 - mmengine - INFO - Epoch(train) [1][4200/4689] lr: 2.0000e-04 eta: 1 day, 13:54:36 time: 1.2518 data_time: 0.0778 memory: 14432 grad_norm: 42.4845 loss: 9.3614 loss_cls: 0.5586 loss_bbox: 0.9806 d0.loss_cls: 0.5756 d0.loss_bbox: 1.0315 d1.loss_cls: 0.5663 d1.loss_bbox: 1.0116 d2.loss_cls: 0.5601 d2.loss_bbox: 0.9949 d3.loss_cls: 0.5600 d3.loss_bbox: 0.9843 d4.loss_cls: 0.5578 d4.loss_bbox: 0.9800 2022/12/23 00:52:58 - mmengine - INFO - Epoch(train) [1][4250/4689] lr: 2.0000e-04 eta: 1 day, 13:53:34 time: 1.2610 data_time: 0.0678 memory: 14432 grad_norm: 47.1195 loss: 9.3350 loss_cls: 0.5438 loss_bbox: 0.9902 d0.loss_cls: 0.5626 d0.loss_bbox: 1.0377 d1.loss_cls: 0.5516 d1.loss_bbox: 1.0192 d2.loss_cls: 0.5451 d2.loss_bbox: 1.0069 d3.loss_cls: 0.5456 d3.loss_bbox: 0.9992 d4.loss_cls: 0.5424 d4.loss_bbox: 0.9908 2022/12/23 00:54:01 - mmengine - INFO - Epoch(train) [1][4300/4689] lr: 2.0000e-04 eta: 1 day, 13:52:37 time: 1.2640 data_time: 0.0663 memory: 14432 grad_norm: 47.7988 loss: 9.5269 loss_cls: 0.5716 loss_bbox: 0.9949 d0.loss_cls: 0.5918 d0.loss_bbox: 1.0443 d1.loss_cls: 0.5818 d1.loss_bbox: 1.0233 d2.loss_cls: 0.5734 d2.loss_bbox: 1.0065 d3.loss_cls: 0.5724 d3.loss_bbox: 1.0018 d4.loss_cls: 0.5702 d4.loss_bbox: 0.9950 2022/12/23 00:55:04 - mmengine - INFO - Epoch(train) [1][4350/4689] lr: 2.0000e-04 eta: 1 day, 13:51:33 time: 1.2597 data_time: 0.0673 memory: 14432 grad_norm: 44.7477 loss: 9.2032 loss_cls: 0.5476 loss_bbox: 0.9632 d0.loss_cls: 0.5684 d0.loss_bbox: 1.0133 d1.loss_cls: 0.5516 d1.loss_bbox: 0.9980 d2.loss_cls: 0.5452 d2.loss_bbox: 0.9846 d3.loss_cls: 0.5460 d3.loss_bbox: 0.9742 d4.loss_cls: 0.5435 d4.loss_bbox: 0.9677 2022/12/23 00:56:08 - mmengine - INFO - Epoch(train) [1][4400/4689] lr: 2.0000e-04 eta: 1 day, 13:51:00 time: 1.2838 data_time: 0.0669 memory: 14432 grad_norm: 50.0456 loss: 9.1554 loss_cls: 0.5320 loss_bbox: 0.9693 d0.loss_cls: 0.5457 d0.loss_bbox: 1.0262 d1.loss_cls: 0.5345 d1.loss_bbox: 1.0085 d2.loss_cls: 0.5339 d2.loss_bbox: 0.9894 d3.loss_cls: 0.5324 d3.loss_bbox: 0.9814 d4.loss_cls: 0.5299 d4.loss_bbox: 0.9722 2022/12/23 00:57:13 - mmengine - INFO - Epoch(train) [1][4450/4689] lr: 2.0000e-04 eta: 1 day, 13:50:44 time: 1.2984 data_time: 0.0740 memory: 14432 grad_norm: 43.9868 loss: 9.2606 loss_cls: 0.5423 loss_bbox: 0.9754 d0.loss_cls: 0.5593 d0.loss_bbox: 1.0342 d1.loss_cls: 0.5467 d1.loss_bbox: 1.0135 d2.loss_cls: 0.5460 d2.loss_bbox: 0.9921 d3.loss_cls: 0.5472 d3.loss_bbox: 0.9838 d4.loss_cls: 0.5451 d4.loss_bbox: 0.9751 2022/12/23 00:58:16 - mmengine - INFO - Epoch(train) [1][4500/4689] lr: 2.0000e-04 eta: 1 day, 13:49:36 time: 1.2566 data_time: 0.0690 memory: 14432 grad_norm: 45.0992 loss: 9.1286 loss_cls: 0.5435 loss_bbox: 0.9558 d0.loss_cls: 0.5578 d0.loss_bbox: 1.0084 d1.loss_cls: 0.5468 d1.loss_bbox: 0.9910 d2.loss_cls: 0.5418 d2.loss_bbox: 0.9729 d3.loss_cls: 0.5438 d3.loss_bbox: 0.9667 d4.loss_cls: 0.5405 d4.loss_bbox: 0.9597 2022/12/23 00:59:18 - mmengine - INFO - Epoch(train) [1][4550/4689] lr: 2.0000e-04 eta: 1 day, 13:48:14 time: 1.2445 data_time: 0.0672 memory: 14432 grad_norm: 44.9186 loss: 9.1155 loss_cls: 0.5255 loss_bbox: 0.9683 d0.loss_cls: 0.5477 d0.loss_bbox: 1.0212 d1.loss_cls: 0.5363 d1.loss_bbox: 1.0023 d2.loss_cls: 0.5299 d2.loss_bbox: 0.9866 d3.loss_cls: 0.5293 d3.loss_bbox: 0.9749 d4.loss_cls: 0.5263 d4.loss_bbox: 0.9673 2022/12/23 01:00:22 - mmengine - INFO - Epoch(train) [1][4600/4689] lr: 2.0000e-04 eta: 1 day, 13:47:30 time: 1.2768 data_time: 0.0744 memory: 14432 grad_norm: 45.3928 loss: 9.0567 loss_cls: 0.5337 loss_bbox: 0.9516 d0.loss_cls: 0.5408 d0.loss_bbox: 1.0155 d1.loss_cls: 0.5361 d1.loss_bbox: 0.9888 d2.loss_cls: 0.5335 d2.loss_bbox: 0.9719 d3.loss_cls: 0.5331 d3.loss_bbox: 0.9646 d4.loss_cls: 0.5353 d4.loss_bbox: 0.9517 2022/12/23 01:01:25 - mmengine - INFO - Epoch(train) [1][4650/4689] lr: 2.0000e-04 eta: 1 day, 13:46:27 time: 1.2607 data_time: 0.0687 memory: 14432 grad_norm: 49.7010 loss: 9.2565 loss_cls: 0.5438 loss_bbox: 0.9728 d0.loss_cls: 0.5610 d0.loss_bbox: 1.0282 d1.loss_cls: 0.5517 d1.loss_bbox: 1.0108 d2.loss_cls: 0.5493 d2.loss_bbox: 0.9911 d3.loss_cls: 0.5473 d3.loss_bbox: 0.9823 d4.loss_cls: 0.5444 d4.loss_bbox: 0.9738 2022/12/23 01:02:12 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 01:03:18 - mmengine - INFO - Epoch(train) [2][ 50/4689] lr: 1.9914e-04 eta: 1 day, 13:44:37 time: 1.3050 data_time: 0.1144 memory: 14432 grad_norm: 42.4803 loss: 9.1906 loss_cls: 0.5504 loss_bbox: 0.9587 d0.loss_cls: 0.5653 d0.loss_bbox: 1.0078 d1.loss_cls: 0.5564 d1.loss_bbox: 0.9906 d2.loss_cls: 0.5564 d2.loss_bbox: 0.9725 d3.loss_cls: 0.5541 d3.loss_bbox: 0.9675 d4.loss_cls: 0.5525 d4.loss_bbox: 0.9583 2022/12/23 01:04:21 - mmengine - INFO - Epoch(train) [2][ 100/4689] lr: 1.9914e-04 eta: 1 day, 13:43:32 time: 1.2587 data_time: 0.0636 memory: 14432 grad_norm: 41.0873 loss: 9.0918 loss_cls: 0.5412 loss_bbox: 0.9504 d0.loss_cls: 0.5557 d0.loss_bbox: 1.0018 d1.loss_cls: 0.5465 d1.loss_bbox: 0.9862 d2.loss_cls: 0.5458 d2.loss_bbox: 0.9670 d3.loss_cls: 0.5456 d3.loss_bbox: 0.9587 d4.loss_cls: 0.5420 d4.loss_bbox: 0.9509 2022/12/23 01:05:25 - mmengine - INFO - Epoch(train) [2][ 150/4689] lr: 1.9914e-04 eta: 1 day, 13:42:56 time: 1.2843 data_time: 0.0619 memory: 14432 grad_norm: 40.0907 loss: 9.0471 loss_cls: 0.5353 loss_bbox: 0.9483 d0.loss_cls: 0.5489 d0.loss_bbox: 1.0042 d1.loss_cls: 0.5393 d1.loss_bbox: 0.9856 d2.loss_cls: 0.5369 d2.loss_bbox: 0.9682 d3.loss_cls: 0.5381 d3.loss_bbox: 0.9592 d4.loss_cls: 0.5351 d4.loss_bbox: 0.9481 2022/12/23 01:06:27 - mmengine - INFO - Epoch(train) [2][ 200/4689] lr: 1.9914e-04 eta: 1 day, 13:41:45 time: 1.2534 data_time: 0.0613 memory: 14432 grad_norm: 46.9025 loss: 9.2316 loss_cls: 0.5506 loss_bbox: 0.9634 d0.loss_cls: 0.5646 d0.loss_bbox: 1.0207 d1.loss_cls: 0.5547 d1.loss_bbox: 1.0033 d2.loss_cls: 0.5500 d2.loss_bbox: 0.9867 d3.loss_cls: 0.5489 d3.loss_bbox: 0.9750 d4.loss_cls: 0.5480 d4.loss_bbox: 0.9657 2022/12/23 01:07:31 - mmengine - INFO - Epoch(train) [2][ 250/4689] lr: 1.9914e-04 eta: 1 day, 13:40:49 time: 1.2672 data_time: 0.0602 memory: 14432 grad_norm: 51.5797 loss: 9.1510 loss_cls: 0.5332 loss_bbox: 0.9707 d0.loss_cls: 0.5516 d0.loss_bbox: 1.0205 d1.loss_cls: 0.5412 d1.loss_bbox: 0.9994 d2.loss_cls: 0.5354 d2.loss_bbox: 0.9838 d3.loss_cls: 0.5318 d3.loss_bbox: 0.9797 d4.loss_cls: 0.5311 d4.loss_bbox: 0.9726 2022/12/23 01:08:34 - mmengine - INFO - Epoch(train) [2][ 300/4689] lr: 1.9914e-04 eta: 1 day, 13:39:43 time: 1.2581 data_time: 0.0598 memory: 14432 grad_norm: 41.4348 loss: 9.0416 loss_cls: 0.5369 loss_bbox: 0.9471 d0.loss_cls: 0.5537 d0.loss_bbox: 1.0015 d1.loss_cls: 0.5409 d1.loss_bbox: 0.9831 d2.loss_cls: 0.5389 d2.loss_bbox: 0.9630 d3.loss_cls: 0.5387 d3.loss_bbox: 0.9542 d4.loss_cls: 0.5357 d4.loss_bbox: 0.9480 2022/12/23 01:08:48 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 01:09:37 - mmengine - INFO - Epoch(train) [2][ 350/4689] lr: 1.9914e-04 eta: 1 day, 13:38:44 time: 1.2649 data_time: 0.0634 memory: 14432 grad_norm: 38.6012 loss: 8.9306 loss_cls: 0.5304 loss_bbox: 0.9357 d0.loss_cls: 0.5406 d0.loss_bbox: 0.9929 d1.loss_cls: 0.5328 d1.loss_bbox: 0.9741 d2.loss_cls: 0.5315 d2.loss_bbox: 0.9514 d3.loss_cls: 0.5310 d3.loss_bbox: 0.9447 d4.loss_cls: 0.5278 d4.loss_bbox: 0.9376 2022/12/23 01:10:40 - mmengine - INFO - Epoch(train) [2][ 400/4689] lr: 1.9914e-04 eta: 1 day, 13:37:34 time: 1.2534 data_time: 0.0689 memory: 14432 grad_norm: 43.7330 loss: 9.0634 loss_cls: 0.5380 loss_bbox: 0.9518 d0.loss_cls: 0.5521 d0.loss_bbox: 1.0003 d1.loss_cls: 0.5396 d1.loss_bbox: 0.9847 d2.loss_cls: 0.5413 d2.loss_bbox: 0.9662 d3.loss_cls: 0.5391 d3.loss_bbox: 0.9599 d4.loss_cls: 0.5384 d4.loss_bbox: 0.9519 2022/12/23 01:11:42 - mmengine - INFO - Epoch(train) [2][ 450/4689] lr: 1.9914e-04 eta: 1 day, 13:36:27 time: 1.2572 data_time: 0.0815 memory: 14432 grad_norm: 45.8668 loss: 9.1120 loss_cls: 0.5368 loss_bbox: 0.9601 d0.loss_cls: 0.5544 d0.loss_bbox: 1.0100 d1.loss_cls: 0.5400 d1.loss_bbox: 0.9948 d2.loss_cls: 0.5416 d2.loss_bbox: 0.9703 d3.loss_cls: 0.5409 d3.loss_bbox: 0.9659 d4.loss_cls: 0.5371 d4.loss_bbox: 0.9601 2022/12/23 01:12:45 - mmengine - INFO - Epoch(train) [2][ 500/4689] lr: 1.9914e-04 eta: 1 day, 13:35:21 time: 1.2574 data_time: 0.0677 memory: 14432 grad_norm: 42.7627 loss: 8.9404 loss_cls: 0.5214 loss_bbox: 0.9457 d0.loss_cls: 0.5324 d0.loss_bbox: 1.0004 d1.loss_cls: 0.5206 d1.loss_bbox: 0.9839 d2.loss_cls: 0.5254 d2.loss_bbox: 0.9627 d3.loss_cls: 0.5238 d3.loss_bbox: 0.9540 d4.loss_cls: 0.5218 d4.loss_bbox: 0.9482 2022/12/23 01:13:48 - mmengine - INFO - Epoch(train) [2][ 550/4689] lr: 1.9914e-04 eta: 1 day, 13:34:20 time: 1.2631 data_time: 0.0636 memory: 14432 grad_norm: 49.2704 loss: 8.9519 loss_cls: 0.5315 loss_bbox: 0.9369 d0.loss_cls: 0.5494 d0.loss_bbox: 0.9856 d1.loss_cls: 0.5383 d1.loss_bbox: 0.9722 d2.loss_cls: 0.5378 d2.loss_bbox: 0.9514 d3.loss_cls: 0.5338 d3.loss_bbox: 0.9465 d4.loss_cls: 0.5313 d4.loss_bbox: 0.9374 2022/12/23 01:14:52 - mmengine - INFO - Epoch(train) [2][ 600/4689] lr: 1.9914e-04 eta: 1 day, 13:33:21 time: 1.2651 data_time: 0.0692 memory: 14432 grad_norm: 45.6017 loss: 9.1470 loss_cls: 0.5392 loss_bbox: 0.9649 d0.loss_cls: 0.5542 d0.loss_bbox: 1.0112 d1.loss_cls: 0.5443 d1.loss_bbox: 0.9979 d2.loss_cls: 0.5440 d2.loss_bbox: 0.9782 d3.loss_cls: 0.5419 d3.loss_bbox: 0.9706 d4.loss_cls: 0.5406 d4.loss_bbox: 0.9600 2022/12/23 01:15:55 - mmengine - INFO - Epoch(train) [2][ 650/4689] lr: 1.9914e-04 eta: 1 day, 13:32:16 time: 1.2578 data_time: 0.0638 memory: 14432 grad_norm: 41.3250 loss: 8.9313 loss_cls: 0.5232 loss_bbox: 0.9412 d0.loss_cls: 0.5474 d0.loss_bbox: 0.9935 d1.loss_cls: 0.5319 d1.loss_bbox: 0.9735 d2.loss_cls: 0.5298 d2.loss_bbox: 0.9523 d3.loss_cls: 0.5251 d3.loss_bbox: 0.9488 d4.loss_cls: 0.5244 d4.loss_bbox: 0.9403 2022/12/23 01:16:58 - mmengine - INFO - Epoch(train) [2][ 700/4689] lr: 1.9914e-04 eta: 1 day, 13:31:13 time: 1.2612 data_time: 0.0639 memory: 14432 grad_norm: 45.8067 loss: 8.8944 loss_cls: 0.5162 loss_bbox: 0.9421 d0.loss_cls: 0.5394 d0.loss_bbox: 0.9937 d1.loss_cls: 0.5260 d1.loss_bbox: 0.9759 d2.loss_cls: 0.5214 d2.loss_bbox: 0.9533 d3.loss_cls: 0.5202 d3.loss_bbox: 0.9473 d4.loss_cls: 0.5183 d4.loss_bbox: 0.9407 2022/12/23 01:18:00 - mmengine - INFO - Epoch(train) [2][ 750/4689] lr: 1.9914e-04 eta: 1 day, 13:29:51 time: 1.2412 data_time: 0.0647 memory: 14432 grad_norm: 42.7690 loss: 8.8407 loss_cls: 0.5086 loss_bbox: 0.9394 d0.loss_cls: 0.5305 d0.loss_bbox: 0.9860 d1.loss_cls: 0.5179 d1.loss_bbox: 0.9744 d2.loss_cls: 0.5133 d2.loss_bbox: 0.9585 d3.loss_cls: 0.5134 d3.loss_bbox: 0.9486 d4.loss_cls: 0.5094 d4.loss_bbox: 0.9406 2022/12/23 01:19:03 - mmengine - INFO - Epoch(train) [2][ 800/4689] lr: 1.9914e-04 eta: 1 day, 13:28:47 time: 1.2598 data_time: 0.0660 memory: 14432 grad_norm: 46.5322 loss: 9.0328 loss_cls: 0.5313 loss_bbox: 0.9496 d0.loss_cls: 0.5555 d0.loss_bbox: 0.9967 d1.loss_cls: 0.5433 d1.loss_bbox: 0.9791 d2.loss_cls: 0.5398 d2.loss_bbox: 0.9615 d3.loss_cls: 0.5351 d3.loss_bbox: 0.9586 d4.loss_cls: 0.5333 d4.loss_bbox: 0.9491 2022/12/23 01:20:06 - mmengine - INFO - Epoch(train) [2][ 850/4689] lr: 1.9914e-04 eta: 1 day, 13:27:56 time: 1.2728 data_time: 0.0810 memory: 14432 grad_norm: 49.3975 loss: 8.9305 loss_cls: 0.5114 loss_bbox: 0.9551 d0.loss_cls: 0.5260 d0.loss_bbox: 1.0076 d1.loss_cls: 0.5143 d1.loss_bbox: 0.9890 d2.loss_cls: 0.5137 d2.loss_bbox: 0.9684 d3.loss_cls: 0.5139 d3.loss_bbox: 0.9639 d4.loss_cls: 0.5118 d4.loss_bbox: 0.9554 2022/12/23 01:21:09 - mmengine - INFO - Epoch(train) [2][ 900/4689] lr: 1.9914e-04 eta: 1 day, 13:26:36 time: 1.2425 data_time: 0.0690 memory: 14432 grad_norm: 44.9005 loss: 8.9084 loss_cls: 0.5177 loss_bbox: 0.9469 d0.loss_cls: 0.5377 d0.loss_bbox: 0.9907 d1.loss_cls: 0.5243 d1.loss_bbox: 0.9738 d2.loss_cls: 0.5221 d2.loss_bbox: 0.9583 d3.loss_cls: 0.5174 d3.loss_bbox: 0.9549 d4.loss_cls: 0.5158 d4.loss_bbox: 0.9487 2022/12/23 01:22:12 - mmengine - INFO - Epoch(train) [2][ 950/4689] lr: 1.9914e-04 eta: 1 day, 13:25:38 time: 1.2660 data_time: 0.0723 memory: 14432 grad_norm: 43.0996 loss: 8.8962 loss_cls: 0.5123 loss_bbox: 0.9476 d0.loss_cls: 0.5378 d0.loss_bbox: 0.9935 d1.loss_cls: 0.5234 d1.loss_bbox: 0.9748 d2.loss_cls: 0.5188 d2.loss_bbox: 0.9592 d3.loss_cls: 0.5144 d3.loss_bbox: 0.9541 d4.loss_cls: 0.5123 d4.loss_bbox: 0.9479 2022/12/23 01:23:15 - mmengine - INFO - Epoch(train) [2][1000/4689] lr: 1.9914e-04 eta: 1 day, 13:24:30 time: 1.2547 data_time: 0.0615 memory: 14432 grad_norm: 42.9789 loss: 8.9830 loss_cls: 0.5283 loss_bbox: 0.9455 d0.loss_cls: 0.5433 d0.loss_bbox: 0.9992 d1.loss_cls: 0.5352 d1.loss_bbox: 0.9780 d2.loss_cls: 0.5311 d2.loss_bbox: 0.9622 d3.loss_cls: 0.5307 d3.loss_bbox: 0.9549 d4.loss_cls: 0.5281 d4.loss_bbox: 0.9465 2022/12/23 01:24:16 - mmengine - INFO - Epoch(train) [2][1050/4689] lr: 1.9914e-04 eta: 1 day, 13:23:04 time: 1.2360 data_time: 0.0607 memory: 14432 grad_norm: 45.3956 loss: 8.8061 loss_cls: 0.5146 loss_bbox: 0.9293 d0.loss_cls: 0.5375 d0.loss_bbox: 0.9809 d1.loss_cls: 0.5271 d1.loss_bbox: 0.9606 d2.loss_cls: 0.5149 d2.loss_bbox: 0.9453 d3.loss_cls: 0.5135 d3.loss_bbox: 0.9386 d4.loss_cls: 0.5145 d4.loss_bbox: 0.9293 2022/12/23 01:25:19 - mmengine - INFO - Epoch(train) [2][1100/4689] lr: 1.9914e-04 eta: 1 day, 13:21:52 time: 1.2508 data_time: 0.0674 memory: 14432 grad_norm: 42.9483 loss: 8.9261 loss_cls: 0.5300 loss_bbox: 0.9307 d0.loss_cls: 0.5458 d0.loss_bbox: 0.9965 d1.loss_cls: 0.5392 d1.loss_bbox: 0.9690 d2.loss_cls: 0.5330 d2.loss_bbox: 0.9474 d3.loss_cls: 0.5327 d3.loss_bbox: 0.9400 d4.loss_cls: 0.5303 d4.loss_bbox: 0.9317 2022/12/23 01:26:21 - mmengine - INFO - Epoch(train) [2][1150/4689] lr: 1.9914e-04 eta: 1 day, 13:20:29 time: 1.2373 data_time: 0.0618 memory: 14432 grad_norm: 42.4284 loss: 8.9461 loss_cls: 0.5255 loss_bbox: 0.9420 d0.loss_cls: 0.5427 d0.loss_bbox: 0.9934 d1.loss_cls: 0.5341 d1.loss_bbox: 0.9770 d2.loss_cls: 0.5251 d2.loss_bbox: 0.9599 d3.loss_cls: 0.5270 d3.loss_bbox: 0.9522 d4.loss_cls: 0.5247 d4.loss_bbox: 0.9426 2022/12/23 01:27:23 - mmengine - INFO - Epoch(train) [2][1200/4689] lr: 1.9914e-04 eta: 1 day, 13:19:10 time: 1.2427 data_time: 0.0666 memory: 14432 grad_norm: 45.4252 loss: 8.8965 loss_cls: 0.5149 loss_bbox: 0.9427 d0.loss_cls: 0.5407 d0.loss_bbox: 0.9967 d1.loss_cls: 0.5242 d1.loss_bbox: 0.9797 d2.loss_cls: 0.5153 d2.loss_bbox: 0.9603 d3.loss_cls: 0.5137 d3.loss_bbox: 0.9513 d4.loss_cls: 0.5162 d4.loss_bbox: 0.9408 2022/12/23 01:28:25 - mmengine - INFO - Epoch(train) [2][1250/4689] lr: 1.9914e-04 eta: 1 day, 13:17:54 time: 1.2454 data_time: 0.0802 memory: 14432 grad_norm: 45.8167 loss: 8.8879 loss_cls: 0.5212 loss_bbox: 0.9363 d0.loss_cls: 0.5385 d0.loss_bbox: 0.9885 d1.loss_cls: 0.5306 d1.loss_bbox: 0.9702 d2.loss_cls: 0.5236 d2.loss_bbox: 0.9530 d3.loss_cls: 0.5246 d3.loss_bbox: 0.9431 d4.loss_cls: 0.5213 d4.loss_bbox: 0.9369 2022/12/23 01:29:28 - mmengine - INFO - Epoch(train) [2][1300/4689] lr: 1.9914e-04 eta: 1 day, 13:16:43 time: 1.2510 data_time: 0.0653 memory: 14432 grad_norm: 45.9197 loss: 8.7561 loss_cls: 0.5005 loss_bbox: 0.9340 d0.loss_cls: 0.5158 d0.loss_bbox: 0.9917 d1.loss_cls: 0.5074 d1.loss_bbox: 0.9705 d2.loss_cls: 0.5021 d2.loss_bbox: 0.9511 d3.loss_cls: 0.5005 d3.loss_bbox: 0.9463 d4.loss_cls: 0.5003 d4.loss_bbox: 0.9358 2022/12/23 01:29:41 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 01:30:31 - mmengine - INFO - Epoch(train) [2][1350/4689] lr: 1.9914e-04 eta: 1 day, 13:15:40 time: 1.2587 data_time: 0.0676 memory: 14432 grad_norm: 52.5744 loss: 8.7298 loss_cls: 0.4984 loss_bbox: 0.9303 d0.loss_cls: 0.5193 d0.loss_bbox: 0.9891 d1.loss_cls: 0.5080 d1.loss_bbox: 0.9679 d2.loss_cls: 0.5009 d2.loss_bbox: 0.9492 d3.loss_cls: 0.4989 d3.loss_bbox: 0.9401 d4.loss_cls: 0.4976 d4.loss_bbox: 0.9301 2022/12/23 01:31:34 - mmengine - INFO - Epoch(train) [2][1400/4689] lr: 1.9914e-04 eta: 1 day, 13:14:35 time: 1.2582 data_time: 0.0668 memory: 14432 grad_norm: 42.6525 loss: 8.8153 loss_cls: 0.5167 loss_bbox: 0.9256 d0.loss_cls: 0.5411 d0.loss_bbox: 0.9805 d1.loss_cls: 0.5255 d1.loss_bbox: 0.9620 d2.loss_cls: 0.5196 d2.loss_bbox: 0.9466 d3.loss_cls: 0.5159 d3.loss_bbox: 0.9393 d4.loss_cls: 0.5136 d4.loss_bbox: 0.9289 2022/12/23 01:32:36 - mmengine - INFO - Epoch(train) [2][1450/4689] lr: 1.9914e-04 eta: 1 day, 13:13:21 time: 1.2460 data_time: 0.0655 memory: 14432 grad_norm: 42.5012 loss: 8.6608 loss_cls: 0.5030 loss_bbox: 0.9139 d0.loss_cls: 0.5279 d0.loss_bbox: 0.9646 d1.loss_cls: 0.5157 d1.loss_bbox: 0.9473 d2.loss_cls: 0.5091 d2.loss_bbox: 0.9302 d3.loss_cls: 0.5071 d3.loss_bbox: 0.9220 d4.loss_cls: 0.5046 d4.loss_bbox: 0.9153 2022/12/23 01:33:40 - mmengine - INFO - Epoch(train) [2][1500/4689] lr: 1.9914e-04 eta: 1 day, 13:12:32 time: 1.2759 data_time: 0.0629 memory: 14432 grad_norm: 47.9695 loss: 8.7726 loss_cls: 0.5115 loss_bbox: 0.9248 d0.loss_cls: 0.5293 d0.loss_bbox: 0.9845 d1.loss_cls: 0.5185 d1.loss_bbox: 0.9613 d2.loss_cls: 0.5150 d2.loss_bbox: 0.9409 d3.loss_cls: 0.5126 d3.loss_bbox: 0.9375 d4.loss_cls: 0.5092 d4.loss_bbox: 0.9274 2022/12/23 01:34:43 - mmengine - INFO - Epoch(train) [2][1550/4689] lr: 1.9914e-04 eta: 1 day, 13:11:41 time: 1.2737 data_time: 0.0667 memory: 14432 grad_norm: 44.6456 loss: 8.7719 loss_cls: 0.5145 loss_bbox: 0.9248 d0.loss_cls: 0.5320 d0.loss_bbox: 0.9806 d1.loss_cls: 0.5193 d1.loss_bbox: 0.9552 d2.loss_cls: 0.5192 d2.loss_bbox: 0.9393 d3.loss_cls: 0.5161 d3.loss_bbox: 0.9322 d4.loss_cls: 0.5145 d4.loss_bbox: 0.9243 2022/12/23 01:35:46 - mmengine - INFO - Epoch(train) [2][1600/4689] lr: 1.9914e-04 eta: 1 day, 13:10:26 time: 1.2457 data_time: 0.0639 memory: 14432 grad_norm: 48.1957 loss: 8.7604 loss_cls: 0.5062 loss_bbox: 0.9261 d0.loss_cls: 0.5287 d0.loss_bbox: 0.9812 d1.loss_cls: 0.5160 d1.loss_bbox: 0.9611 d2.loss_cls: 0.5149 d2.loss_bbox: 0.9434 d3.loss_cls: 0.5105 d3.loss_bbox: 0.9376 d4.loss_cls: 0.5111 d4.loss_bbox: 0.9235 2022/12/23 01:36:50 - mmengine - INFO - Epoch(train) [2][1650/4689] lr: 1.9914e-04 eta: 1 day, 13:09:43 time: 1.2835 data_time: 0.0753 memory: 14432 grad_norm: 42.3477 loss: 8.7904 loss_cls: 0.5149 loss_bbox: 0.9258 d0.loss_cls: 0.5339 d0.loss_bbox: 0.9782 d1.loss_cls: 0.5190 d1.loss_bbox: 0.9622 d2.loss_cls: 0.5195 d2.loss_bbox: 0.9419 d3.loss_cls: 0.5172 d3.loss_bbox: 0.9355 d4.loss_cls: 0.5148 d4.loss_bbox: 0.9274 2022/12/23 01:37:53 - mmengine - INFO - Epoch(train) [2][1700/4689] lr: 1.9914e-04 eta: 1 day, 13:08:40 time: 1.2596 data_time: 0.0632 memory: 14432 grad_norm: 45.2817 loss: 8.7224 loss_cls: 0.5070 loss_bbox: 0.9211 d0.loss_cls: 0.5287 d0.loss_bbox: 0.9717 d1.loss_cls: 0.5186 d1.loss_bbox: 0.9515 d2.loss_cls: 0.5140 d2.loss_bbox: 0.9381 d3.loss_cls: 0.5127 d3.loss_bbox: 0.9299 d4.loss_cls: 0.5114 d4.loss_bbox: 0.9176 2022/12/23 01:38:55 - mmengine - INFO - Epoch(train) [2][1750/4689] lr: 1.9914e-04 eta: 1 day, 13:07:18 time: 1.2371 data_time: 0.0640 memory: 14432 grad_norm: 44.5415 loss: 8.6955 loss_cls: 0.5028 loss_bbox: 0.9182 d0.loss_cls: 0.5292 d0.loss_bbox: 0.9750 d1.loss_cls: 0.5155 d1.loss_bbox: 0.9541 d2.loss_cls: 0.5065 d2.loss_bbox: 0.9354 d3.loss_cls: 0.5067 d3.loss_bbox: 0.9293 d4.loss_cls: 0.5033 d4.loss_bbox: 0.9195 2022/12/23 01:39:57 - mmengine - INFO - Epoch(train) [2][1800/4689] lr: 1.9914e-04 eta: 1 day, 13:06:10 time: 1.2534 data_time: 0.0625 memory: 14432 grad_norm: 44.4287 loss: 8.7511 loss_cls: 0.5062 loss_bbox: 0.9252 d0.loss_cls: 0.5234 d0.loss_bbox: 0.9854 d1.loss_cls: 0.5127 d1.loss_bbox: 0.9636 d2.loss_cls: 0.5080 d2.loss_bbox: 0.9477 d3.loss_cls: 0.5085 d3.loss_bbox: 0.9375 d4.loss_cls: 0.5049 d4.loss_bbox: 0.9280 2022/12/23 01:40:59 - mmengine - INFO - Epoch(train) [2][1850/4689] lr: 1.9914e-04 eta: 1 day, 13:04:54 time: 1.2429 data_time: 0.0613 memory: 14432 grad_norm: 45.0506 loss: 8.7323 loss_cls: 0.5082 loss_bbox: 0.9225 d0.loss_cls: 0.5300 d0.loss_bbox: 0.9733 d1.loss_cls: 0.5198 d1.loss_bbox: 0.9557 d2.loss_cls: 0.5147 d2.loss_bbox: 0.9349 d3.loss_cls: 0.5123 d3.loss_bbox: 0.9292 d4.loss_cls: 0.5096 d4.loss_bbox: 0.9221 2022/12/23 01:42:02 - mmengine - INFO - Epoch(train) [2][1900/4689] lr: 1.9914e-04 eta: 1 day, 13:03:42 time: 1.2484 data_time: 0.0601 memory: 14432 grad_norm: 42.7225 loss: 8.6326 loss_cls: 0.5073 loss_bbox: 0.9041 d0.loss_cls: 0.5276 d0.loss_bbox: 0.9655 d1.loss_cls: 0.5142 d1.loss_bbox: 0.9470 d2.loss_cls: 0.5128 d2.loss_bbox: 0.9199 d3.loss_cls: 0.5084 d3.loss_bbox: 0.9145 d4.loss_cls: 0.5066 d4.loss_bbox: 0.9047 2022/12/23 01:43:05 - mmengine - INFO - Epoch(train) [2][1950/4689] lr: 1.9914e-04 eta: 1 day, 13:02:46 time: 1.2681 data_time: 0.0600 memory: 14432 grad_norm: 43.6130 loss: 8.8433 loss_cls: 0.5127 loss_bbox: 0.9396 d0.loss_cls: 0.5281 d0.loss_bbox: 0.9960 d1.loss_cls: 0.5141 d1.loss_bbox: 0.9751 d2.loss_cls: 0.5143 d2.loss_bbox: 0.9532 d3.loss_cls: 0.5105 d3.loss_bbox: 0.9487 d4.loss_cls: 0.5124 d4.loss_bbox: 0.9388 2022/12/23 01:44:08 - mmengine - INFO - Epoch(train) [2][2000/4689] lr: 1.9914e-04 eta: 1 day, 13:01:40 time: 1.2552 data_time: 0.0552 memory: 14432 grad_norm: 44.9464 loss: 8.6497 loss_cls: 0.4911 loss_bbox: 0.9229 d0.loss_cls: 0.5105 d0.loss_bbox: 0.9824 d1.loss_cls: 0.4988 d1.loss_bbox: 0.9630 d2.loss_cls: 0.4972 d2.loss_bbox: 0.9395 d3.loss_cls: 0.4930 d3.loss_bbox: 0.9364 d4.loss_cls: 0.4921 d4.loss_bbox: 0.9228 2022/12/23 01:45:11 - mmengine - INFO - Epoch(train) [2][2050/4689] lr: 1.9914e-04 eta: 1 day, 13:00:41 time: 1.2645 data_time: 0.0626 memory: 14432 grad_norm: 43.4475 loss: 8.7437 loss_cls: 0.5055 loss_bbox: 0.9244 d0.loss_cls: 0.5262 d0.loss_bbox: 0.9794 d1.loss_cls: 0.5162 d1.loss_bbox: 0.9607 d2.loss_cls: 0.5104 d2.loss_bbox: 0.9436 d3.loss_cls: 0.5070 d3.loss_bbox: 0.9368 d4.loss_cls: 0.5064 d4.loss_bbox: 0.9271 2022/12/23 01:46:14 - mmengine - INFO - Epoch(train) [2][2100/4689] lr: 1.9914e-04 eta: 1 day, 12:59:34 time: 1.2546 data_time: 0.0514 memory: 14432 grad_norm: 43.9685 loss: 8.5722 loss_cls: 0.4980 loss_bbox: 0.9033 d0.loss_cls: 0.5171 d0.loss_bbox: 0.9631 d1.loss_cls: 0.5069 d1.loss_bbox: 0.9430 d2.loss_cls: 0.4995 d2.loss_bbox: 0.9253 d3.loss_cls: 0.4958 d3.loss_bbox: 0.9181 d4.loss_cls: 0.4982 d4.loss_bbox: 0.9039 2022/12/23 01:47:15 - mmengine - INFO - Epoch(train) [2][2150/4689] lr: 1.9914e-04 eta: 1 day, 12:58:06 time: 1.2271 data_time: 0.0557 memory: 14432 grad_norm: 51.3531 loss: 8.7257 loss_cls: 0.5107 loss_bbox: 0.9113 d0.loss_cls: 0.5300 d0.loss_bbox: 0.9810 d1.loss_cls: 0.5207 d1.loss_bbox: 0.9558 d2.loss_cls: 0.5160 d2.loss_bbox: 0.9359 d3.loss_cls: 0.5109 d3.loss_bbox: 0.9286 d4.loss_cls: 0.5101 d4.loss_bbox: 0.9147 2022/12/23 01:48:18 - mmengine - INFO - Epoch(train) [2][2200/4689] lr: 1.9914e-04 eta: 1 day, 12:56:53 time: 1.2452 data_time: 0.0576 memory: 14432 grad_norm: 49.5668 loss: 8.8158 loss_cls: 0.5223 loss_bbox: 0.9226 d0.loss_cls: 0.5383 d0.loss_bbox: 0.9836 d1.loss_cls: 0.5291 d1.loss_bbox: 0.9603 d2.loss_cls: 0.5241 d2.loss_bbox: 0.9376 d3.loss_cls: 0.5224 d3.loss_bbox: 0.9303 d4.loss_cls: 0.5220 d4.loss_bbox: 0.9232 2022/12/23 01:49:20 - mmengine - INFO - Epoch(train) [2][2250/4689] lr: 1.9914e-04 eta: 1 day, 12:55:34 time: 1.2385 data_time: 0.0540 memory: 14432 grad_norm: 48.7338 loss: 8.7271 loss_cls: 0.5108 loss_bbox: 0.9194 d0.loss_cls: 0.5278 d0.loss_bbox: 0.9782 d1.loss_cls: 0.5171 d1.loss_bbox: 0.9553 d2.loss_cls: 0.5142 d2.loss_bbox: 0.9355 d3.loss_cls: 0.5124 d3.loss_bbox: 0.9278 d4.loss_cls: 0.5116 d4.loss_bbox: 0.9171 2022/12/23 01:50:23 - mmengine - INFO - Epoch(train) [2][2300/4689] lr: 1.9914e-04 eta: 1 day, 12:54:34 time: 1.2632 data_time: 0.0536 memory: 14432 grad_norm: 45.4109 loss: 8.6287 loss_cls: 0.4920 loss_bbox: 0.9190 d0.loss_cls: 0.5126 d0.loss_bbox: 0.9785 d1.loss_cls: 0.4983 d1.loss_bbox: 0.9620 d2.loss_cls: 0.4952 d2.loss_bbox: 0.9366 d3.loss_cls: 0.4945 d3.loss_bbox: 0.9298 d4.loss_cls: 0.4929 d4.loss_bbox: 0.9175 2022/12/23 01:50:37 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 01:51:25 - mmengine - INFO - Epoch(train) [2][2350/4689] lr: 1.9914e-04 eta: 1 day, 12:53:23 time: 1.2476 data_time: 0.0528 memory: 14432 grad_norm: 42.9186 loss: 8.5153 loss_cls: 0.4875 loss_bbox: 0.8991 d0.loss_cls: 0.5194 d0.loss_bbox: 0.9551 d1.loss_cls: 0.5083 d1.loss_bbox: 0.9362 d2.loss_cls: 0.5002 d2.loss_bbox: 0.9152 d3.loss_cls: 0.4940 d3.loss_bbox: 0.9106 d4.loss_cls: 0.4923 d4.loss_bbox: 0.8974 2022/12/23 01:52:27 - mmengine - INFO - Epoch(train) [2][2400/4689] lr: 1.9914e-04 eta: 1 day, 12:52:10 time: 1.2455 data_time: 0.0565 memory: 14432 grad_norm: 43.2031 loss: 8.9083 loss_cls: 0.5190 loss_bbox: 0.9381 d0.loss_cls: 0.5375 d0.loss_bbox: 0.9980 d1.loss_cls: 0.5299 d1.loss_bbox: 0.9807 d2.loss_cls: 0.5248 d2.loss_bbox: 0.9555 d3.loss_cls: 0.5187 d3.loss_bbox: 0.9499 d4.loss_cls: 0.5221 d4.loss_bbox: 0.9341 2022/12/23 01:53:30 - mmengine - INFO - Epoch(train) [2][2450/4689] lr: 1.9914e-04 eta: 1 day, 12:51:00 time: 1.2494 data_time: 0.0674 memory: 14432 grad_norm: 45.6392 loss: 8.5276 loss_cls: 0.4942 loss_bbox: 0.8974 d0.loss_cls: 0.5128 d0.loss_bbox: 0.9630 d1.loss_cls: 0.5041 d1.loss_bbox: 0.9412 d2.loss_cls: 0.4976 d2.loss_bbox: 0.9173 d3.loss_cls: 0.4940 d3.loss_bbox: 0.9131 d4.loss_cls: 0.4917 d4.loss_bbox: 0.9011 2022/12/23 01:54:33 - mmengine - INFO - Epoch(train) [2][2500/4689] lr: 1.9914e-04 eta: 1 day, 12:49:55 time: 1.2552 data_time: 0.0552 memory: 14432 grad_norm: 45.9071 loss: 8.6957 loss_cls: 0.5102 loss_bbox: 0.9117 d0.loss_cls: 0.5248 d0.loss_bbox: 0.9701 d1.loss_cls: 0.5174 d1.loss_bbox: 0.9562 d2.loss_cls: 0.5154 d2.loss_bbox: 0.9303 d3.loss_cls: 0.5105 d3.loss_bbox: 0.9251 d4.loss_cls: 0.5100 d4.loss_bbox: 0.9139 2022/12/23 01:55:35 - mmengine - INFO - Epoch(train) [2][2550/4689] lr: 1.9914e-04 eta: 1 day, 12:48:41 time: 1.2433 data_time: 0.0574 memory: 14432 grad_norm: 47.6896 loss: 8.6013 loss_cls: 0.4976 loss_bbox: 0.9032 d0.loss_cls: 0.5248 d0.loss_bbox: 0.9708 d1.loss_cls: 0.5078 d1.loss_bbox: 0.9519 d2.loss_cls: 0.5009 d2.loss_bbox: 0.9267 d3.loss_cls: 0.4979 d3.loss_bbox: 0.9180 d4.loss_cls: 0.4995 d4.loss_bbox: 0.9020 2022/12/23 01:56:37 - mmengine - INFO - Epoch(train) [2][2600/4689] lr: 1.9914e-04 eta: 1 day, 12:47:34 time: 1.2530 data_time: 0.0594 memory: 14432 grad_norm: 44.7211 loss: 8.6980 loss_cls: 0.5021 loss_bbox: 0.9169 d0.loss_cls: 0.5329 d0.loss_bbox: 0.9707 d1.loss_cls: 0.5186 d1.loss_bbox: 0.9550 d2.loss_cls: 0.5099 d2.loss_bbox: 0.9352 d3.loss_cls: 0.5083 d3.loss_bbox: 0.9263 d4.loss_cls: 0.5037 d4.loss_bbox: 0.9184 2022/12/23 01:57:40 - mmengine - INFO - Epoch(train) [2][2650/4689] lr: 1.9914e-04 eta: 1 day, 12:46:18 time: 1.2411 data_time: 0.0538 memory: 14432 grad_norm: 43.7538 loss: 8.6570 loss_cls: 0.5021 loss_bbox: 0.9144 d0.loss_cls: 0.5299 d0.loss_bbox: 0.9685 d1.loss_cls: 0.5155 d1.loss_bbox: 0.9486 d2.loss_cls: 0.5117 d2.loss_bbox: 0.9250 d3.loss_cls: 0.5067 d3.loss_bbox: 0.9179 d4.loss_cls: 0.5030 d4.loss_bbox: 0.9136 2022/12/23 01:58:42 - mmengine - INFO - Epoch(train) [2][2700/4689] lr: 1.9914e-04 eta: 1 day, 12:45:12 time: 1.2532 data_time: 0.0622 memory: 14432 grad_norm: 41.9347 loss: 8.4738 loss_cls: 0.4804 loss_bbox: 0.9007 d0.loss_cls: 0.5088 d0.loss_bbox: 0.9577 d1.loss_cls: 0.4976 d1.loss_bbox: 0.9406 d2.loss_cls: 0.4917 d2.loss_bbox: 0.9174 d3.loss_cls: 0.4886 d3.loss_bbox: 0.9076 d4.loss_cls: 0.4803 d4.loss_bbox: 0.9023 2022/12/23 01:59:45 - mmengine - INFO - Epoch(train) [2][2750/4689] lr: 1.9914e-04 eta: 1 day, 12:44:05 time: 1.2537 data_time: 0.0654 memory: 14432 grad_norm: 51.6948 loss: 8.6449 loss_cls: 0.4983 loss_bbox: 0.9137 d0.loss_cls: 0.5278 d0.loss_bbox: 0.9685 d1.loss_cls: 0.5147 d1.loss_bbox: 0.9504 d2.loss_cls: 0.5082 d2.loss_bbox: 0.9250 d3.loss_cls: 0.5012 d3.loss_bbox: 0.9227 d4.loss_cls: 0.5001 d4.loss_bbox: 0.9143 2022/12/23 02:00:49 - mmengine - INFO - Epoch(train) [2][2800/4689] lr: 1.9914e-04 eta: 1 day, 12:43:15 time: 1.2754 data_time: 0.0618 memory: 14432 grad_norm: 48.3238 loss: 8.4599 loss_cls: 0.4784 loss_bbox: 0.9031 d0.loss_cls: 0.5088 d0.loss_bbox: 0.9591 d1.loss_cls: 0.4924 d1.loss_bbox: 0.9394 d2.loss_cls: 0.4864 d2.loss_bbox: 0.9181 d3.loss_cls: 0.4801 d3.loss_bbox: 0.9115 d4.loss_cls: 0.4799 d4.loss_bbox: 0.9025 2022/12/23 02:01:51 - mmengine - INFO - Epoch(train) [2][2850/4689] lr: 1.9914e-04 eta: 1 day, 12:42:08 time: 1.2530 data_time: 0.0701 memory: 14432 grad_norm: 51.7912 loss: 8.7149 loss_cls: 0.5126 loss_bbox: 0.9098 d0.loss_cls: 0.5426 d0.loss_bbox: 0.9704 d1.loss_cls: 0.5272 d1.loss_bbox: 0.9472 d2.loss_cls: 0.5182 d2.loss_bbox: 0.9267 d3.loss_cls: 0.5146 d3.loss_bbox: 0.9222 d4.loss_cls: 0.5146 d4.loss_bbox: 0.9087 2022/12/23 02:02:54 - mmengine - INFO - Epoch(train) [2][2900/4689] lr: 1.9914e-04 eta: 1 day, 12:41:00 time: 1.2517 data_time: 0.0625 memory: 14432 grad_norm: 46.9686 loss: 8.6157 loss_cls: 0.4805 loss_bbox: 0.9247 d0.loss_cls: 0.5136 d0.loss_bbox: 0.9795 d1.loss_cls: 0.5009 d1.loss_bbox: 0.9605 d2.loss_cls: 0.4904 d2.loss_bbox: 0.9402 d3.loss_cls: 0.4860 d3.loss_bbox: 0.9326 d4.loss_cls: 0.4834 d4.loss_bbox: 0.9233 2022/12/23 02:03:57 - mmengine - INFO - Epoch(train) [2][2950/4689] lr: 1.9914e-04 eta: 1 day, 12:40:06 time: 1.2709 data_time: 0.0729 memory: 14432 grad_norm: 41.7270 loss: 8.5182 loss_cls: 0.4890 loss_bbox: 0.9072 d0.loss_cls: 0.5164 d0.loss_bbox: 0.9496 d1.loss_cls: 0.5014 d1.loss_bbox: 0.9358 d2.loss_cls: 0.4969 d2.loss_bbox: 0.9195 d3.loss_cls: 0.4896 d3.loss_bbox: 0.9159 d4.loss_cls: 0.4913 d4.loss_bbox: 0.9056 2022/12/23 02:05:00 - mmengine - INFO - Epoch(train) [2][3000/4689] lr: 1.9914e-04 eta: 1 day, 12:38:54 time: 1.2454 data_time: 0.0638 memory: 14432 grad_norm: 45.1306 loss: 8.4717 loss_cls: 0.4821 loss_bbox: 0.8973 d0.loss_cls: 0.5076 d0.loss_bbox: 0.9642 d1.loss_cls: 0.4932 d1.loss_bbox: 0.9447 d2.loss_cls: 0.4872 d2.loss_bbox: 0.9185 d3.loss_cls: 0.4858 d3.loss_bbox: 0.9095 d4.loss_cls: 0.4826 d4.loss_bbox: 0.8990 2022/12/23 02:06:02 - mmengine - INFO - Epoch(train) [2][3050/4689] lr: 1.9914e-04 eta: 1 day, 12:37:50 time: 1.2560 data_time: 0.0610 memory: 14432 grad_norm: 45.2852 loss: 8.5469 loss_cls: 0.4936 loss_bbox: 0.8998 d0.loss_cls: 0.5167 d0.loss_bbox: 0.9705 d1.loss_cls: 0.5023 d1.loss_bbox: 0.9485 d2.loss_cls: 0.4940 d2.loss_bbox: 0.9230 d3.loss_cls: 0.4933 d3.loss_bbox: 0.9110 d4.loss_cls: 0.4937 d4.loss_bbox: 0.9005 2022/12/23 02:07:06 - mmengine - INFO - Epoch(train) [2][3100/4689] lr: 1.9914e-04 eta: 1 day, 12:36:48 time: 1.2605 data_time: 0.0628 memory: 14432 grad_norm: 43.7021 loss: 8.5552 loss_cls: 0.4876 loss_bbox: 0.9077 d0.loss_cls: 0.5096 d0.loss_bbox: 0.9695 d1.loss_cls: 0.5017 d1.loss_bbox: 0.9497 d2.loss_cls: 0.4953 d2.loss_bbox: 0.9290 d3.loss_cls: 0.4925 d3.loss_bbox: 0.9164 d4.loss_cls: 0.4898 d4.loss_bbox: 0.9064 2022/12/23 02:08:08 - mmengine - INFO - Epoch(train) [2][3150/4689] lr: 1.9914e-04 eta: 1 day, 12:35:35 time: 1.2430 data_time: 0.0622 memory: 14432 grad_norm: 49.0436 loss: 8.4667 loss_cls: 0.4819 loss_bbox: 0.8916 d0.loss_cls: 0.5108 d0.loss_bbox: 0.9687 d1.loss_cls: 0.4991 d1.loss_bbox: 0.9437 d2.loss_cls: 0.4912 d2.loss_bbox: 0.9132 d3.loss_cls: 0.4864 d3.loss_bbox: 0.9042 d4.loss_cls: 0.4837 d4.loss_bbox: 0.8922 2022/12/23 02:09:11 - mmengine - INFO - Epoch(train) [2][3200/4689] lr: 1.9914e-04 eta: 1 day, 12:34:35 time: 1.2620 data_time: 0.0632 memory: 14432 grad_norm: 48.4224 loss: 8.4116 loss_cls: 0.4834 loss_bbox: 0.8864 d0.loss_cls: 0.5053 d0.loss_bbox: 0.9593 d1.loss_cls: 0.4950 d1.loss_bbox: 0.9364 d2.loss_cls: 0.4852 d2.loss_bbox: 0.9088 d3.loss_cls: 0.4852 d3.loss_bbox: 0.8958 d4.loss_cls: 0.4838 d4.loss_bbox: 0.8870 2022/12/23 02:10:14 - mmengine - INFO - Epoch(train) [2][3250/4689] lr: 1.9914e-04 eta: 1 day, 12:33:32 time: 1.2589 data_time: 0.0720 memory: 14432 grad_norm: 46.2827 loss: 8.4172 loss_cls: 0.4813 loss_bbox: 0.8865 d0.loss_cls: 0.5035 d0.loss_bbox: 0.9594 d1.loss_cls: 0.4926 d1.loss_bbox: 0.9364 d2.loss_cls: 0.4890 d2.loss_bbox: 0.9114 d3.loss_cls: 0.4867 d3.loss_bbox: 0.8997 d4.loss_cls: 0.4847 d4.loss_bbox: 0.8859 2022/12/23 02:11:16 - mmengine - INFO - Epoch(train) [2][3300/4689] lr: 1.9914e-04 eta: 1 day, 12:32:19 time: 1.2435 data_time: 0.0618 memory: 14432 grad_norm: 45.2394 loss: 8.3952 loss_cls: 0.4824 loss_bbox: 0.8870 d0.loss_cls: 0.5107 d0.loss_bbox: 0.9487 d1.loss_cls: 0.4974 d1.loss_bbox: 0.9258 d2.loss_cls: 0.4892 d2.loss_bbox: 0.9048 d3.loss_cls: 0.4829 d3.loss_bbox: 0.8959 d4.loss_cls: 0.4836 d4.loss_bbox: 0.8867 2022/12/23 02:11:30 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 02:12:20 - mmengine - INFO - Epoch(train) [2][3350/4689] lr: 1.9914e-04 eta: 1 day, 12:31:27 time: 1.2750 data_time: 0.0705 memory: 14432 grad_norm: 49.2868 loss: 8.5313 loss_cls: 0.4975 loss_bbox: 0.8908 d0.loss_cls: 0.5215 d0.loss_bbox: 0.9645 d1.loss_cls: 0.5111 d1.loss_bbox: 0.9371 d2.loss_cls: 0.5036 d2.loss_bbox: 0.9125 d3.loss_cls: 0.5013 d3.loss_bbox: 0.9018 d4.loss_cls: 0.4998 d4.loss_bbox: 0.8896 2022/12/23 02:13:23 - mmengine - INFO - Epoch(train) [2][3400/4689] lr: 1.9914e-04 eta: 1 day, 12:30:26 time: 1.2606 data_time: 0.0630 memory: 14432 grad_norm: 47.6322 loss: 8.4628 loss_cls: 0.4855 loss_bbox: 0.8907 d0.loss_cls: 0.5147 d0.loss_bbox: 0.9587 d1.loss_cls: 0.5016 d1.loss_bbox: 0.9390 d2.loss_cls: 0.4929 d2.loss_bbox: 0.9117 d3.loss_cls: 0.4886 d3.loss_bbox: 0.9014 d4.loss_cls: 0.4872 d4.loss_bbox: 0.8907 2022/12/23 02:14:26 - mmengine - INFO - Epoch(train) [2][3450/4689] lr: 1.9914e-04 eta: 1 day, 12:29:23 time: 1.2585 data_time: 0.0610 memory: 14432 grad_norm: 44.2084 loss: 8.3827 loss_cls: 0.4804 loss_bbox: 0.8821 d0.loss_cls: 0.5090 d0.loss_bbox: 0.9537 d1.loss_cls: 0.4975 d1.loss_bbox: 0.9263 d2.loss_cls: 0.4894 d2.loss_bbox: 0.9033 d3.loss_cls: 0.4837 d3.loss_bbox: 0.8931 d4.loss_cls: 0.4832 d4.loss_bbox: 0.8810 2022/12/23 02:15:28 - mmengine - INFO - Epoch(train) [2][3500/4689] lr: 1.9914e-04 eta: 1 day, 12:28:19 time: 1.2557 data_time: 0.0647 memory: 14432 grad_norm: 48.1870 loss: 8.4476 loss_cls: 0.4754 loss_bbox: 0.8981 d0.loss_cls: 0.5095 d0.loss_bbox: 0.9620 d1.loss_cls: 0.4968 d1.loss_bbox: 0.9381 d2.loss_cls: 0.4901 d2.loss_bbox: 0.9127 d3.loss_cls: 0.4826 d3.loss_bbox: 0.9059 d4.loss_cls: 0.4780 d4.loss_bbox: 0.8984 2022/12/23 02:16:31 - mmengine - INFO - Epoch(train) [2][3550/4689] lr: 1.9914e-04 eta: 1 day, 12:27:15 time: 1.2572 data_time: 0.0639 memory: 14432 grad_norm: 49.1901 loss: 8.4199 loss_cls: 0.4851 loss_bbox: 0.8850 d0.loss_cls: 0.5124 d0.loss_bbox: 0.9531 d1.loss_cls: 0.4964 d1.loss_bbox: 0.9328 d2.loss_cls: 0.4930 d2.loss_bbox: 0.9058 d3.loss_cls: 0.4901 d3.loss_bbox: 0.8941 d4.loss_cls: 0.4865 d4.loss_bbox: 0.8856 2022/12/23 02:17:35 - mmengine - INFO - Epoch(train) [2][3600/4689] lr: 1.9914e-04 eta: 1 day, 12:26:16 time: 1.2648 data_time: 0.0684 memory: 14432 grad_norm: 50.2292 loss: 8.4007 loss_cls: 0.4842 loss_bbox: 0.8833 d0.loss_cls: 0.5092 d0.loss_bbox: 0.9533 d1.loss_cls: 0.4957 d1.loss_bbox: 0.9279 d2.loss_cls: 0.4883 d2.loss_bbox: 0.9068 d3.loss_cls: 0.4876 d3.loss_bbox: 0.8940 d4.loss_cls: 0.4846 d4.loss_bbox: 0.8858 2022/12/23 02:18:38 - mmengine - INFO - Epoch(train) [2][3650/4689] lr: 1.9914e-04 eta: 1 day, 12:25:23 time: 1.2743 data_time: 0.0793 memory: 14432 grad_norm: 50.1922 loss: 8.4455 loss_cls: 0.4834 loss_bbox: 0.8925 d0.loss_cls: 0.5146 d0.loss_bbox: 0.9597 d1.loss_cls: 0.4982 d1.loss_bbox: 0.9381 d2.loss_cls: 0.4869 d2.loss_bbox: 0.9111 d3.loss_cls: 0.4860 d3.loss_bbox: 0.8996 d4.loss_cls: 0.4850 d4.loss_bbox: 0.8905 2022/12/23 02:19:42 - mmengine - INFO - Epoch(train) [2][3700/4689] lr: 1.9914e-04 eta: 1 day, 12:24:28 time: 1.2711 data_time: 0.0709 memory: 14432 grad_norm: 48.7007 loss: 8.4771 loss_cls: 0.4914 loss_bbox: 0.8873 d0.loss_cls: 0.5197 d0.loss_bbox: 0.9575 d1.loss_cls: 0.5039 d1.loss_bbox: 0.9347 d2.loss_cls: 0.4970 d2.loss_bbox: 0.9123 d3.loss_cls: 0.4965 d3.loss_bbox: 0.8957 d4.loss_cls: 0.4909 d4.loss_bbox: 0.8902 2022/12/23 02:20:44 - mmengine - INFO - Epoch(train) [2][3750/4689] lr: 1.9914e-04 eta: 1 day, 12:23:18 time: 1.2460 data_time: 0.0636 memory: 14432 grad_norm: 48.8341 loss: 8.3796 loss_cls: 0.4814 loss_bbox: 0.8824 d0.loss_cls: 0.5054 d0.loss_bbox: 0.9517 d1.loss_cls: 0.4956 d1.loss_bbox: 0.9241 d2.loss_cls: 0.4897 d2.loss_bbox: 0.9038 d3.loss_cls: 0.4850 d3.loss_bbox: 0.8934 d4.loss_cls: 0.4824 d4.loss_bbox: 0.8847 2022/12/23 02:21:46 - mmengine - INFO - Epoch(train) [2][3800/4689] lr: 1.9914e-04 eta: 1 day, 12:21:59 time: 1.2322 data_time: 0.0661 memory: 14432 grad_norm: 48.6171 loss: 8.3068 loss_cls: 0.4809 loss_bbox: 0.8707 d0.loss_cls: 0.5079 d0.loss_bbox: 0.9398 d1.loss_cls: 0.4986 d1.loss_bbox: 0.9152 d2.loss_cls: 0.4916 d2.loss_bbox: 0.8849 d3.loss_cls: 0.4867 d3.loss_bbox: 0.8763 d4.loss_cls: 0.4841 d4.loss_bbox: 0.8702 2022/12/23 02:22:49 - mmengine - INFO - Epoch(train) [2][3850/4689] lr: 1.9914e-04 eta: 1 day, 12:20:56 time: 1.2595 data_time: 0.0695 memory: 14432 grad_norm: 49.3209 loss: 8.5140 loss_cls: 0.4839 loss_bbox: 0.9003 d0.loss_cls: 0.5151 d0.loss_bbox: 0.9699 d1.loss_cls: 0.5031 d1.loss_bbox: 0.9421 d2.loss_cls: 0.4939 d2.loss_bbox: 0.9226 d3.loss_cls: 0.4896 d3.loss_bbox: 0.9073 d4.loss_cls: 0.4852 d4.loss_bbox: 0.9010 2022/12/23 02:23:52 - mmengine - INFO - Epoch(train) [2][3900/4689] lr: 1.9914e-04 eta: 1 day, 12:19:53 time: 1.2569 data_time: 0.0663 memory: 14432 grad_norm: 51.6247 loss: 8.3320 loss_cls: 0.4679 loss_bbox: 0.8861 d0.loss_cls: 0.4976 d0.loss_bbox: 0.9562 d1.loss_cls: 0.4862 d1.loss_bbox: 0.9301 d2.loss_cls: 0.4798 d2.loss_bbox: 0.9043 d3.loss_cls: 0.4724 d3.loss_bbox: 0.8959 d4.loss_cls: 0.4704 d4.loss_bbox: 0.8851 2022/12/23 02:24:55 - mmengine - INFO - Epoch(train) [2][3950/4689] lr: 1.9914e-04 eta: 1 day, 12:18:55 time: 1.2667 data_time: 0.0695 memory: 14432 grad_norm: 50.1862 loss: 8.3102 loss_cls: 0.4842 loss_bbox: 0.8671 d0.loss_cls: 0.5125 d0.loss_bbox: 0.9388 d1.loss_cls: 0.4985 d1.loss_bbox: 0.9152 d2.loss_cls: 0.4919 d2.loss_bbox: 0.8878 d3.loss_cls: 0.4909 d3.loss_bbox: 0.8733 d4.loss_cls: 0.4869 d4.loss_bbox: 0.8632 2022/12/23 02:25:57 - mmengine - INFO - Epoch(train) [2][4000/4689] lr: 1.9914e-04 eta: 1 day, 12:17:41 time: 1.2398 data_time: 0.0652 memory: 14432 grad_norm: 43.4265 loss: 8.1560 loss_cls: 0.4599 loss_bbox: 0.8625 d0.loss_cls: 0.4940 d0.loss_bbox: 0.9369 d1.loss_cls: 0.4784 d1.loss_bbox: 0.9103 d2.loss_cls: 0.4693 d2.loss_bbox: 0.8832 d3.loss_cls: 0.4628 d3.loss_bbox: 0.8742 d4.loss_cls: 0.4594 d4.loss_bbox: 0.8653 2022/12/23 02:27:01 - mmengine - INFO - Epoch(train) [2][4050/4689] lr: 1.9914e-04 eta: 1 day, 12:16:56 time: 1.2889 data_time: 0.0821 memory: 14432 grad_norm: 43.7638 loss: 8.2481 loss_cls: 0.4657 loss_bbox: 0.8706 d0.loss_cls: 0.4900 d0.loss_bbox: 0.9547 d1.loss_cls: 0.4789 d1.loss_bbox: 0.9244 d2.loss_cls: 0.4739 d2.loss_bbox: 0.8972 d3.loss_cls: 0.4702 d3.loss_bbox: 0.8821 d4.loss_cls: 0.4691 d4.loss_bbox: 0.8713 2022/12/23 02:28:04 - mmengine - INFO - Epoch(train) [2][4100/4689] lr: 1.9914e-04 eta: 1 day, 12:15:54 time: 1.2596 data_time: 0.0665 memory: 14432 grad_norm: 43.9101 loss: 8.2373 loss_cls: 0.4690 loss_bbox: 0.8724 d0.loss_cls: 0.4876 d0.loss_bbox: 0.9451 d1.loss_cls: 0.4782 d1.loss_bbox: 0.9199 d2.loss_cls: 0.4691 d2.loss_bbox: 0.8965 d3.loss_cls: 0.4702 d3.loss_bbox: 0.8853 d4.loss_cls: 0.4698 d4.loss_bbox: 0.8740 2022/12/23 02:29:06 - mmengine - INFO - Epoch(train) [2][4150/4689] lr: 1.9914e-04 eta: 1 day, 12:14:38 time: 1.2358 data_time: 0.0628 memory: 14432 grad_norm: 48.2038 loss: 8.4850 loss_cls: 0.4998 loss_bbox: 0.8803 d0.loss_cls: 0.5283 d0.loss_bbox: 0.9533 d1.loss_cls: 0.5183 d1.loss_bbox: 0.9238 d2.loss_cls: 0.5069 d2.loss_bbox: 0.9019 d3.loss_cls: 0.5020 d3.loss_bbox: 0.8893 d4.loss_cls: 0.5012 d4.loss_bbox: 0.8798 2022/12/23 02:30:09 - mmengine - INFO - Epoch(train) [2][4200/4689] lr: 1.9914e-04 eta: 1 day, 12:13:36 time: 1.2600 data_time: 0.0685 memory: 14432 grad_norm: 48.7277 loss: 8.4695 loss_cls: 0.4895 loss_bbox: 0.8872 d0.loss_cls: 0.5195 d0.loss_bbox: 0.9625 d1.loss_cls: 0.5036 d1.loss_bbox: 0.9354 d2.loss_cls: 0.4976 d2.loss_bbox: 0.9050 d3.loss_cls: 0.4903 d3.loss_bbox: 0.8990 d4.loss_cls: 0.4883 d4.loss_bbox: 0.8916 2022/12/23 02:31:12 - mmengine - INFO - Epoch(train) [2][4250/4689] lr: 1.9914e-04 eta: 1 day, 12:12:33 time: 1.2578 data_time: 0.0688 memory: 14432 grad_norm: 41.5272 loss: 8.2366 loss_cls: 0.4731 loss_bbox: 0.8684 d0.loss_cls: 0.5015 d0.loss_bbox: 0.9332 d1.loss_cls: 0.4870 d1.loss_bbox: 0.9071 d2.loss_cls: 0.4819 d2.loss_bbox: 0.8868 d3.loss_cls: 0.4788 d3.loss_bbox: 0.8752 d4.loss_cls: 0.4752 d4.loss_bbox: 0.8683 2022/12/23 02:32:15 - mmengine - INFO - Epoch(train) [2][4300/4689] lr: 1.9914e-04 eta: 1 day, 12:11:35 time: 1.2677 data_time: 0.0703 memory: 14432 grad_norm: 44.3854 loss: 8.1941 loss_cls: 0.4576 loss_bbox: 0.8739 d0.loss_cls: 0.4837 d0.loss_bbox: 0.9484 d1.loss_cls: 0.4698 d1.loss_bbox: 0.9205 d2.loss_cls: 0.4631 d2.loss_bbox: 0.8985 d3.loss_cls: 0.4601 d3.loss_bbox: 0.8852 d4.loss_cls: 0.4603 d4.loss_bbox: 0.8731 2022/12/23 02:32:30 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 02:33:19 - mmengine - INFO - Epoch(train) [2][4350/4689] lr: 1.9914e-04 eta: 1 day, 12:10:36 time: 1.2650 data_time: 0.0686 memory: 14432 grad_norm: 45.4657 loss: 8.2414 loss_cls: 0.4736 loss_bbox: 0.8676 d0.loss_cls: 0.4996 d0.loss_bbox: 0.9400 d1.loss_cls: 0.4898 d1.loss_bbox: 0.9087 d2.loss_cls: 0.4806 d2.loss_bbox: 0.8857 d3.loss_cls: 0.4778 d3.loss_bbox: 0.8747 d4.loss_cls: 0.4765 d4.loss_bbox: 0.8668 2022/12/23 02:34:23 - mmengine - INFO - Epoch(train) [2][4400/4689] lr: 1.9914e-04 eta: 1 day, 12:09:49 time: 1.2862 data_time: 0.0676 memory: 14432 grad_norm: 39.6113 loss: 8.2444 loss_cls: 0.4825 loss_bbox: 0.8579 d0.loss_cls: 0.5084 d0.loss_bbox: 0.9320 d1.loss_cls: 0.4937 d1.loss_bbox: 0.9062 d2.loss_cls: 0.4884 d2.loss_bbox: 0.8807 d3.loss_cls: 0.4842 d3.loss_bbox: 0.8686 d4.loss_cls: 0.4819 d4.loss_bbox: 0.8599 2022/12/23 02:35:27 - mmengine - INFO - Epoch(train) [2][4450/4689] lr: 1.9914e-04 eta: 1 day, 12:08:57 time: 1.2771 data_time: 0.0838 memory: 14432 grad_norm: 44.4005 loss: 8.2807 loss_cls: 0.4733 loss_bbox: 0.8776 d0.loss_cls: 0.5010 d0.loss_bbox: 0.9445 d1.loss_cls: 0.4861 d1.loss_bbox: 0.9168 d2.loss_cls: 0.4809 d2.loss_bbox: 0.8899 d3.loss_cls: 0.4753 d3.loss_bbox: 0.8840 d4.loss_cls: 0.4739 d4.loss_bbox: 0.8772 2022/12/23 02:36:30 - mmengine - INFO - Epoch(train) [2][4500/4689] lr: 1.9914e-04 eta: 1 day, 12:07:59 time: 1.2683 data_time: 0.0693 memory: 14432 grad_norm: 49.2930 loss: 8.3098 loss_cls: 0.4828 loss_bbox: 0.8695 d0.loss_cls: 0.5042 d0.loss_bbox: 0.9412 d1.loss_cls: 0.4943 d1.loss_bbox: 0.9145 d2.loss_cls: 0.4907 d2.loss_bbox: 0.8910 d3.loss_cls: 0.4861 d3.loss_bbox: 0.8804 d4.loss_cls: 0.4830 d4.loss_bbox: 0.8721 2022/12/23 02:37:34 - mmengine - INFO - Epoch(train) [2][4550/4689] lr: 1.9914e-04 eta: 1 day, 12:07:02 time: 1.2681 data_time: 0.0675 memory: 14432 grad_norm: 46.8698 loss: 8.1504 loss_cls: 0.4703 loss_bbox: 0.8558 d0.loss_cls: 0.4959 d0.loss_bbox: 0.9274 d1.loss_cls: 0.4784 d1.loss_bbox: 0.9038 d2.loss_cls: 0.4747 d2.loss_bbox: 0.8777 d3.loss_cls: 0.4706 d3.loss_bbox: 0.8684 d4.loss_cls: 0.4697 d4.loss_bbox: 0.8577 2022/12/23 02:38:37 - mmengine - INFO - Epoch(train) [2][4600/4689] lr: 1.9914e-04 eta: 1 day, 12:06:00 time: 1.2609 data_time: 0.0697 memory: 14432 grad_norm: 47.1223 loss: 8.2458 loss_cls: 0.4713 loss_bbox: 0.8722 d0.loss_cls: 0.5022 d0.loss_bbox: 0.9366 d1.loss_cls: 0.4908 d1.loss_bbox: 0.9075 d2.loss_cls: 0.4807 d2.loss_bbox: 0.8848 d3.loss_cls: 0.4773 d3.loss_bbox: 0.8775 d4.loss_cls: 0.4743 d4.loss_bbox: 0.8705 2022/12/23 02:39:38 - mmengine - INFO - Epoch(train) [2][4650/4689] lr: 1.9914e-04 eta: 1 day, 12:04:42 time: 1.2315 data_time: 0.0642 memory: 14432 grad_norm: 51.2751 loss: 8.3189 loss_cls: 0.4863 loss_bbox: 0.8697 d0.loss_cls: 0.5099 d0.loss_bbox: 0.9362 d1.loss_cls: 0.5014 d1.loss_bbox: 0.9044 d2.loss_cls: 0.4938 d2.loss_bbox: 0.8873 d3.loss_cls: 0.4883 d3.loss_bbox: 0.8810 d4.loss_cls: 0.4856 d4.loss_bbox: 0.8749 2022/12/23 02:40:25 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 02:41:31 - mmengine - INFO - Epoch(train) [3][ 50/4689] lr: 1.9659e-04 eta: 1 day, 12:02:59 time: 1.3169 data_time: 0.1076 memory: 14432 grad_norm: 41.0216 loss: 8.1510 loss_cls: 0.4741 loss_bbox: 0.8548 d0.loss_cls: 0.4995 d0.loss_bbox: 0.9262 d1.loss_cls: 0.4876 d1.loss_bbox: 0.8925 d2.loss_cls: 0.4822 d2.loss_bbox: 0.8676 d3.loss_cls: 0.4783 d3.loss_bbox: 0.8594 d4.loss_cls: 0.4750 d4.loss_bbox: 0.8537 2022/12/23 02:42:34 - mmengine - INFO - Epoch(train) [3][ 100/4689] lr: 1.9659e-04 eta: 1 day, 12:01:57 time: 1.2595 data_time: 0.0665 memory: 14432 grad_norm: 47.9919 loss: 8.0564 loss_cls: 0.4548 loss_bbox: 0.8550 d0.loss_cls: 0.4857 d0.loss_bbox: 0.9263 d1.loss_cls: 0.4672 d1.loss_bbox: 0.9003 d2.loss_cls: 0.4611 d2.loss_bbox: 0.8730 d3.loss_cls: 0.4588 d3.loss_bbox: 0.8639 d4.loss_cls: 0.4567 d4.loss_bbox: 0.8537 2022/12/23 02:43:37 - mmengine - INFO - Epoch(train) [3][ 150/4689] lr: 1.9659e-04 eta: 1 day, 12:00:55 time: 1.2601 data_time: 0.0618 memory: 14432 grad_norm: 43.4976 loss: 8.0784 loss_cls: 0.4605 loss_bbox: 0.8534 d0.loss_cls: 0.4903 d0.loss_bbox: 0.9255 d1.loss_cls: 0.4769 d1.loss_bbox: 0.8938 d2.loss_cls: 0.4673 d2.loss_bbox: 0.8710 d3.loss_cls: 0.4632 d3.loss_bbox: 0.8612 d4.loss_cls: 0.4618 d4.loss_bbox: 0.8535 2022/12/23 02:44:40 - mmengine - INFO - Epoch(train) [3][ 200/4689] lr: 1.9659e-04 eta: 1 day, 11:59:47 time: 1.2504 data_time: 0.0644 memory: 14432 grad_norm: 46.6720 loss: 8.0577 loss_cls: 0.4623 loss_bbox: 0.8459 d0.loss_cls: 0.4976 d0.loss_bbox: 0.9188 d1.loss_cls: 0.4820 d1.loss_bbox: 0.8856 d2.loss_cls: 0.4713 d2.loss_bbox: 0.8643 d3.loss_cls: 0.4675 d3.loss_bbox: 0.8527 d4.loss_cls: 0.4637 d4.loss_bbox: 0.8459 2022/12/23 02:45:42 - mmengine - INFO - Epoch(train) [3][ 250/4689] lr: 1.9659e-04 eta: 1 day, 11:58:40 time: 1.2504 data_time: 0.0668 memory: 14432 grad_norm: 51.8182 loss: 8.2210 loss_cls: 0.4741 loss_bbox: 0.8650 d0.loss_cls: 0.5021 d0.loss_bbox: 0.9302 d1.loss_cls: 0.4893 d1.loss_bbox: 0.9054 d2.loss_cls: 0.4791 d2.loss_bbox: 0.8822 d3.loss_cls: 0.4792 d3.loss_bbox: 0.8737 d4.loss_cls: 0.4751 d4.loss_bbox: 0.8656 2022/12/23 02:46:45 - mmengine - INFO - Epoch(train) [3][ 300/4689] lr: 1.9659e-04 eta: 1 day, 11:57:31 time: 1.2472 data_time: 0.0620 memory: 14432 grad_norm: 45.0221 loss: 8.0662 loss_cls: 0.4694 loss_bbox: 0.8382 d0.loss_cls: 0.4944 d0.loss_bbox: 0.9196 d1.loss_cls: 0.4812 d1.loss_bbox: 0.8881 d2.loss_cls: 0.4752 d2.loss_bbox: 0.8652 d3.loss_cls: 0.4744 d3.loss_bbox: 0.8496 d4.loss_cls: 0.4715 d4.loss_bbox: 0.8394 2022/12/23 02:47:47 - mmengine - INFO - Epoch(train) [3][ 350/4689] lr: 1.9659e-04 eta: 1 day, 11:56:24 time: 1.2513 data_time: 0.0560 memory: 14432 grad_norm: 48.5987 loss: 7.9904 loss_cls: 0.4505 loss_bbox: 0.8489 d0.loss_cls: 0.4776 d0.loss_bbox: 0.9238 d1.loss_cls: 0.4624 d1.loss_bbox: 0.8915 d2.loss_cls: 0.4576 d2.loss_bbox: 0.8660 d3.loss_cls: 0.4519 d3.loss_bbox: 0.8603 d4.loss_cls: 0.4499 d4.loss_bbox: 0.8499 2022/12/23 02:48:50 - mmengine - INFO - Epoch(train) [3][ 400/4689] lr: 1.9659e-04 eta: 1 day, 11:55:21 time: 1.2572 data_time: 0.0571 memory: 14432 grad_norm: 43.8605 loss: 8.0238 loss_cls: 0.4601 loss_bbox: 0.8454 d0.loss_cls: 0.4822 d0.loss_bbox: 0.9253 d1.loss_cls: 0.4682 d1.loss_bbox: 0.8908 d2.loss_cls: 0.4642 d2.loss_bbox: 0.8637 d3.loss_cls: 0.4612 d3.loss_bbox: 0.8552 d4.loss_cls: 0.4615 d4.loss_bbox: 0.8460 2022/12/23 02:49:53 - mmengine - INFO - Epoch(train) [3][ 450/4689] lr: 1.9659e-04 eta: 1 day, 11:54:15 time: 1.2541 data_time: 0.0617 memory: 14432 grad_norm: 46.4560 loss: 8.1612 loss_cls: 0.4693 loss_bbox: 0.8558 d0.loss_cls: 0.4994 d0.loss_bbox: 0.9342 d1.loss_cls: 0.4824 d1.loss_bbox: 0.9060 d2.loss_cls: 0.4787 d2.loss_bbox: 0.8720 d3.loss_cls: 0.4714 d3.loss_bbox: 0.8664 d4.loss_cls: 0.4698 d4.loss_bbox: 0.8558 2022/12/23 02:50:55 - mmengine - INFO - Epoch(train) [3][ 500/4689] lr: 1.9659e-04 eta: 1 day, 11:53:04 time: 1.2420 data_time: 0.0591 memory: 14432 grad_norm: 46.1064 loss: 8.1898 loss_cls: 0.4710 loss_bbox: 0.8621 d0.loss_cls: 0.4955 d0.loss_bbox: 0.9319 d1.loss_cls: 0.4850 d1.loss_bbox: 0.9011 d2.loss_cls: 0.4770 d2.loss_bbox: 0.8842 d3.loss_cls: 0.4733 d3.loss_bbox: 0.8727 d4.loss_cls: 0.4692 d4.loss_bbox: 0.8667 2022/12/23 02:51:58 - mmengine - INFO - Epoch(train) [3][ 550/4689] lr: 1.9659e-04 eta: 1 day, 11:52:00 time: 1.2568 data_time: 0.0555 memory: 14432 grad_norm: 44.6935 loss: 7.9983 loss_cls: 0.4578 loss_bbox: 0.8423 d0.loss_cls: 0.4869 d0.loss_bbox: 0.9185 d1.loss_cls: 0.4713 d1.loss_bbox: 0.8879 d2.loss_cls: 0.4669 d2.loss_bbox: 0.8563 d3.loss_cls: 0.4591 d3.loss_bbox: 0.8499 d4.loss_cls: 0.4583 d4.loss_bbox: 0.8430 2022/12/23 02:53:00 - mmengine - INFO - Epoch(train) [3][ 600/4689] lr: 1.9659e-04 eta: 1 day, 11:50:50 time: 1.2449 data_time: 0.0535 memory: 14432 grad_norm: 51.7632 loss: 8.1374 loss_cls: 0.4731 loss_bbox: 0.8536 d0.loss_cls: 0.4987 d0.loss_bbox: 0.9160 d1.loss_cls: 0.4817 d1.loss_bbox: 0.8940 d2.loss_cls: 0.4755 d2.loss_bbox: 0.8750 d3.loss_cls: 0.4754 d3.loss_bbox: 0.8652 d4.loss_cls: 0.4734 d4.loss_bbox: 0.8557 2022/12/23 02:53:28 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 02:54:02 - mmengine - INFO - Epoch(train) [3][ 650/4689] lr: 1.9659e-04 eta: 1 day, 11:49:43 time: 1.2504 data_time: 0.0559 memory: 14432 grad_norm: 46.8792 loss: 7.9055 loss_cls: 0.4547 loss_bbox: 0.8301 d0.loss_cls: 0.4810 d0.loss_bbox: 0.9038 d1.loss_cls: 0.4650 d1.loss_bbox: 0.8729 d2.loss_cls: 0.4641 d2.loss_bbox: 0.8482 d3.loss_cls: 0.4593 d3.loss_bbox: 0.8395 d4.loss_cls: 0.4549 d4.loss_bbox: 0.8320 2022/12/23 02:55:05 - mmengine - INFO - Epoch(train) [3][ 700/4689] lr: 1.9659e-04 eta: 1 day, 11:48:32 time: 1.2423 data_time: 0.0553 memory: 14432 grad_norm: 64.5267 loss: 8.2300 loss_cls: 0.4773 loss_bbox: 0.8646 d0.loss_cls: 0.5034 d0.loss_bbox: 0.9266 d1.loss_cls: 0.4916 d1.loss_bbox: 0.9012 d2.loss_cls: 0.4892 d2.loss_bbox: 0.8765 d3.loss_cls: 0.4826 d3.loss_bbox: 0.8725 d4.loss_cls: 0.4789 d4.loss_bbox: 0.8658 2022/12/23 02:56:07 - mmengine - INFO - Epoch(train) [3][ 750/4689] lr: 1.9659e-04 eta: 1 day, 11:47:28 time: 1.2554 data_time: 0.0566 memory: 14432 grad_norm: 50.4070 loss: 8.3544 loss_cls: 0.4852 loss_bbox: 0.8748 d0.loss_cls: 0.5157 d0.loss_bbox: 0.9444 d1.loss_cls: 0.4975 d1.loss_bbox: 0.9166 d2.loss_cls: 0.4938 d2.loss_bbox: 0.8923 d3.loss_cls: 0.4882 d3.loss_bbox: 0.8843 d4.loss_cls: 0.4854 d4.loss_bbox: 0.8762 2022/12/23 02:57:09 - mmengine - INFO - Epoch(train) [3][ 800/4689] lr: 1.9659e-04 eta: 1 day, 11:46:14 time: 1.2352 data_time: 0.0639 memory: 14432 grad_norm: 50.2480 loss: 8.0888 loss_cls: 0.4582 loss_bbox: 0.8552 d0.loss_cls: 0.4948 d0.loss_bbox: 0.9211 d1.loss_cls: 0.4791 d1.loss_bbox: 0.8920 d2.loss_cls: 0.4684 d2.loss_bbox: 0.8749 d3.loss_cls: 0.4618 d3.loss_bbox: 0.8660 d4.loss_cls: 0.4594 d4.loss_bbox: 0.8580 2022/12/23 02:58:12 - mmengine - INFO - Epoch(train) [3][ 850/4689] lr: 1.9659e-04 eta: 1 day, 11:45:08 time: 1.2525 data_time: 0.0760 memory: 14432 grad_norm: 45.0292 loss: 8.1951 loss_cls: 0.4681 loss_bbox: 0.8638 d0.loss_cls: 0.5005 d0.loss_bbox: 0.9330 d1.loss_cls: 0.4869 d1.loss_bbox: 0.9042 d2.loss_cls: 0.4765 d2.loss_bbox: 0.8828 d3.loss_cls: 0.4726 d3.loss_bbox: 0.8731 d4.loss_cls: 0.4685 d4.loss_bbox: 0.8651 2022/12/23 02:59:13 - mmengine - INFO - Epoch(train) [3][ 900/4689] lr: 1.9659e-04 eta: 1 day, 11:43:52 time: 1.2327 data_time: 0.0687 memory: 14432 grad_norm: 47.3849 loss: 8.1767 loss_cls: 0.4776 loss_bbox: 0.8532 d0.loss_cls: 0.5042 d0.loss_bbox: 0.9285 d1.loss_cls: 0.4937 d1.loss_bbox: 0.8899 d2.loss_cls: 0.4854 d2.loss_bbox: 0.8695 d3.loss_cls: 0.4833 d3.loss_bbox: 0.8596 d4.loss_cls: 0.4781 d4.loss_bbox: 0.8537 2022/12/23 03:00:17 - mmengine - INFO - Epoch(train) [3][ 950/4689] lr: 1.9659e-04 eta: 1 day, 11:42:58 time: 1.2755 data_time: 0.0611 memory: 14432 grad_norm: 44.8006 loss: 7.9564 loss_cls: 0.4433 loss_bbox: 0.8480 d0.loss_cls: 0.4793 d0.loss_bbox: 0.9208 d1.loss_cls: 0.4633 d1.loss_bbox: 0.8892 d2.loss_cls: 0.4558 d2.loss_bbox: 0.8604 d3.loss_cls: 0.4486 d3.loss_bbox: 0.8556 d4.loss_cls: 0.4450 d4.loss_bbox: 0.8472 2022/12/23 03:01:20 - mmengine - INFO - Epoch(train) [3][1000/4689] lr: 1.9659e-04 eta: 1 day, 11:41:56 time: 1.2586 data_time: 0.0608 memory: 14432 grad_norm: 46.7244 loss: 8.0257 loss_cls: 0.4578 loss_bbox: 0.8488 d0.loss_cls: 0.4849 d0.loss_bbox: 0.9202 d1.loss_cls: 0.4667 d1.loss_bbox: 0.8893 d2.loss_cls: 0.4569 d2.loss_bbox: 0.8731 d3.loss_cls: 0.4585 d3.loss_bbox: 0.8620 d4.loss_cls: 0.4581 d4.loss_bbox: 0.8495 2022/12/23 03:02:24 - mmengine - INFO - Epoch(train) [3][1050/4689] lr: 1.9659e-04 eta: 1 day, 11:41:02 time: 1.2777 data_time: 0.0664 memory: 14432 grad_norm: 41.9267 loss: 7.9977 loss_cls: 0.4548 loss_bbox: 0.8429 d0.loss_cls: 0.4869 d0.loss_bbox: 0.9191 d1.loss_cls: 0.4735 d1.loss_bbox: 0.8833 d2.loss_cls: 0.4633 d2.loss_bbox: 0.8614 d3.loss_cls: 0.4580 d3.loss_bbox: 0.8541 d4.loss_cls: 0.4562 d4.loss_bbox: 0.8442 2022/12/23 03:03:26 - mmengine - INFO - Epoch(train) [3][1100/4689] lr: 1.9659e-04 eta: 1 day, 11:39:54 time: 1.2468 data_time: 0.0611 memory: 14432 grad_norm: 49.4338 loss: 8.0392 loss_cls: 0.4491 loss_bbox: 0.8588 d0.loss_cls: 0.4858 d0.loss_bbox: 0.9203 d1.loss_cls: 0.4687 d1.loss_bbox: 0.8895 d2.loss_cls: 0.4591 d2.loss_bbox: 0.8767 d3.loss_cls: 0.4555 d3.loss_bbox: 0.8649 d4.loss_cls: 0.4503 d4.loss_bbox: 0.8605 2022/12/23 03:04:29 - mmengine - INFO - Epoch(train) [3][1150/4689] lr: 1.9659e-04 eta: 1 day, 11:38:46 time: 1.2487 data_time: 0.0612 memory: 14432 grad_norm: 46.0826 loss: 7.9493 loss_cls: 0.4515 loss_bbox: 0.8416 d0.loss_cls: 0.4798 d0.loss_bbox: 0.9135 d1.loss_cls: 0.4677 d1.loss_bbox: 0.8782 d2.loss_cls: 0.4584 d2.loss_bbox: 0.8599 d3.loss_cls: 0.4539 d3.loss_bbox: 0.8517 d4.loss_cls: 0.4525 d4.loss_bbox: 0.8406 2022/12/23 03:05:31 - mmengine - INFO - Epoch(train) [3][1200/4689] lr: 1.9659e-04 eta: 1 day, 11:37:38 time: 1.2458 data_time: 0.0615 memory: 14432 grad_norm: 44.8001 loss: 8.1709 loss_cls: 0.4692 loss_bbox: 0.8620 d0.loss_cls: 0.4943 d0.loss_bbox: 0.9296 d1.loss_cls: 0.4835 d1.loss_bbox: 0.8977 d2.loss_cls: 0.4763 d2.loss_bbox: 0.8801 d3.loss_cls: 0.4734 d3.loss_bbox: 0.8707 d4.loss_cls: 0.4695 d4.loss_bbox: 0.8648 2022/12/23 03:06:34 - mmengine - INFO - Epoch(train) [3][1250/4689] lr: 1.9659e-04 eta: 1 day, 11:36:32 time: 1.2512 data_time: 0.0601 memory: 14432 grad_norm: 46.0588 loss: 7.8827 loss_cls: 0.4497 loss_bbox: 0.8303 d0.loss_cls: 0.4796 d0.loss_bbox: 0.9064 d1.loss_cls: 0.4651 d1.loss_bbox: 0.8705 d2.loss_cls: 0.4591 d2.loss_bbox: 0.8459 d3.loss_cls: 0.4529 d3.loss_bbox: 0.8399 d4.loss_cls: 0.4513 d4.loss_bbox: 0.8319 2022/12/23 03:07:36 - mmengine - INFO - Epoch(train) [3][1300/4689] lr: 1.9659e-04 eta: 1 day, 11:35:26 time: 1.2520 data_time: 0.0689 memory: 14432 grad_norm: 44.0058 loss: 7.8475 loss_cls: 0.4479 loss_bbox: 0.8276 d0.loss_cls: 0.4716 d0.loss_bbox: 0.9059 d1.loss_cls: 0.4580 d1.loss_bbox: 0.8692 d2.loss_cls: 0.4551 d2.loss_bbox: 0.8458 d3.loss_cls: 0.4500 d3.loss_bbox: 0.8382 d4.loss_cls: 0.4499 d4.loss_bbox: 0.8283 2022/12/23 03:08:39 - mmengine - INFO - Epoch(train) [3][1350/4689] lr: 1.9659e-04 eta: 1 day, 11:34:27 time: 1.2669 data_time: 0.0645 memory: 14432 grad_norm: 48.0882 loss: 8.0195 loss_cls: 0.4600 loss_bbox: 0.8445 d0.loss_cls: 0.4826 d0.loss_bbox: 0.9236 d1.loss_cls: 0.4714 d1.loss_bbox: 0.8872 d2.loss_cls: 0.4648 d2.loss_bbox: 0.8638 d3.loss_cls: 0.4616 d3.loss_bbox: 0.8552 d4.loss_cls: 0.4601 d4.loss_bbox: 0.8448 2022/12/23 03:09:41 - mmengine - INFO - Epoch(train) [3][1400/4689] lr: 1.9659e-04 eta: 1 day, 11:33:15 time: 1.2392 data_time: 0.0619 memory: 14432 grad_norm: 48.1172 loss: 8.0302 loss_cls: 0.4659 loss_bbox: 0.8422 d0.loss_cls: 0.4972 d0.loss_bbox: 0.9145 d1.loss_cls: 0.4798 d1.loss_bbox: 0.8757 d2.loss_cls: 0.4727 d2.loss_bbox: 0.8568 d3.loss_cls: 0.4679 d3.loss_bbox: 0.8485 d4.loss_cls: 0.4673 d4.loss_bbox: 0.8416 2022/12/23 03:10:44 - mmengine - INFO - Epoch(train) [3][1450/4689] lr: 1.9659e-04 eta: 1 day, 11:32:11 time: 1.2542 data_time: 0.0618 memory: 14432 grad_norm: 49.7488 loss: 8.0492 loss_cls: 0.4598 loss_bbox: 0.8483 d0.loss_cls: 0.4913 d0.loss_bbox: 0.9198 d1.loss_cls: 0.4707 d1.loss_bbox: 0.8916 d2.loss_cls: 0.4691 d2.loss_bbox: 0.8654 d3.loss_cls: 0.4648 d3.loss_bbox: 0.8584 d4.loss_cls: 0.4605 d4.loss_bbox: 0.8494 2022/12/23 03:11:47 - mmengine - INFO - Epoch(train) [3][1500/4689] lr: 1.9659e-04 eta: 1 day, 11:31:08 time: 1.2574 data_time: 0.0646 memory: 14432 grad_norm: 49.2055 loss: 7.8845 loss_cls: 0.4469 loss_bbox: 0.8306 d0.loss_cls: 0.4787 d0.loss_bbox: 0.9120 d1.loss_cls: 0.4662 d1.loss_bbox: 0.8757 d2.loss_cls: 0.4570 d2.loss_bbox: 0.8464 d3.loss_cls: 0.4518 d3.loss_bbox: 0.8371 d4.loss_cls: 0.4458 d4.loss_bbox: 0.8362 2022/12/23 03:12:50 - mmengine - INFO - Epoch(train) [3][1550/4689] lr: 1.9659e-04 eta: 1 day, 11:30:03 time: 1.2532 data_time: 0.0609 memory: 14432 grad_norm: 46.5669 loss: 8.2105 loss_cls: 0.4676 loss_bbox: 0.8683 d0.loss_cls: 0.4957 d0.loss_bbox: 0.9378 d1.loss_cls: 0.4835 d1.loss_bbox: 0.9094 d2.loss_cls: 0.4763 d2.loss_bbox: 0.8862 d3.loss_cls: 0.4718 d3.loss_bbox: 0.8772 d4.loss_cls: 0.4671 d4.loss_bbox: 0.8697 2022/12/23 03:13:53 - mmengine - INFO - Epoch(train) [3][1600/4689] lr: 1.9659e-04 eta: 1 day, 11:29:06 time: 1.2711 data_time: 0.0600 memory: 14432 grad_norm: 44.6001 loss: 7.8745 loss_cls: 0.4471 loss_bbox: 0.8301 d0.loss_cls: 0.4775 d0.loss_bbox: 0.9080 d1.loss_cls: 0.4634 d1.loss_bbox: 0.8718 d2.loss_cls: 0.4587 d2.loss_bbox: 0.8452 d3.loss_cls: 0.4515 d3.loss_bbox: 0.8416 d4.loss_cls: 0.4472 d4.loss_bbox: 0.8326 2022/12/23 03:14:21 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 03:14:56 - mmengine - INFO - Epoch(train) [3][1650/4689] lr: 1.9659e-04 eta: 1 day, 11:28:05 time: 1.2615 data_time: 0.0650 memory: 14432 grad_norm: 52.1196 loss: 8.0618 loss_cls: 0.4554 loss_bbox: 0.8524 d0.loss_cls: 0.4889 d0.loss_bbox: 0.9282 d1.loss_cls: 0.4710 d1.loss_bbox: 0.8994 d2.loss_cls: 0.4656 d2.loss_bbox: 0.8704 d3.loss_cls: 0.4579 d3.loss_bbox: 0.8639 d4.loss_cls: 0.4552 d4.loss_bbox: 0.8535 2022/12/23 03:16:00 - mmengine - INFO - Epoch(train) [3][1700/4689] lr: 1.9659e-04 eta: 1 day, 11:27:07 time: 1.2688 data_time: 0.0757 memory: 14432 grad_norm: 46.5610 loss: 8.0600 loss_cls: 0.4593 loss_bbox: 0.8508 d0.loss_cls: 0.4946 d0.loss_bbox: 0.9195 d1.loss_cls: 0.4828 d1.loss_bbox: 0.8850 d2.loss_cls: 0.4726 d2.loss_bbox: 0.8612 d3.loss_cls: 0.4688 d3.loss_bbox: 0.8525 d4.loss_cls: 0.4641 d4.loss_bbox: 0.8486 2022/12/23 03:17:02 - mmengine - INFO - Epoch(train) [3][1750/4689] lr: 1.9659e-04 eta: 1 day, 11:25:54 time: 1.2366 data_time: 0.0640 memory: 14432 grad_norm: 46.6692 loss: 8.0275 loss_cls: 0.4697 loss_bbox: 0.8363 d0.loss_cls: 0.5023 d0.loss_bbox: 0.8998 d1.loss_cls: 0.4879 d1.loss_bbox: 0.8691 d2.loss_cls: 0.4851 d2.loss_bbox: 0.8485 d3.loss_cls: 0.4765 d3.loss_bbox: 0.8436 d4.loss_cls: 0.4719 d4.loss_bbox: 0.8368 2022/12/23 03:18:04 - mmengine - INFO - Epoch(train) [3][1800/4689] lr: 1.9659e-04 eta: 1 day, 11:24:47 time: 1.2488 data_time: 0.0645 memory: 14432 grad_norm: 44.1057 loss: 7.9154 loss_cls: 0.4561 loss_bbox: 0.8302 d0.loss_cls: 0.4900 d0.loss_bbox: 0.8985 d1.loss_cls: 0.4737 d1.loss_bbox: 0.8671 d2.loss_cls: 0.4697 d2.loss_bbox: 0.8423 d3.loss_cls: 0.4649 d3.loss_bbox: 0.8337 d4.loss_cls: 0.4590 d4.loss_bbox: 0.8302 2022/12/23 03:19:07 - mmengine - INFO - Epoch(train) [3][1850/4689] lr: 1.9659e-04 eta: 1 day, 11:23:44 time: 1.2574 data_time: 0.0679 memory: 14432 grad_norm: 57.0915 loss: 8.0186 loss_cls: 0.4576 loss_bbox: 0.8464 d0.loss_cls: 0.4881 d0.loss_bbox: 0.9197 d1.loss_cls: 0.4674 d1.loss_bbox: 0.8894 d2.loss_cls: 0.4631 d2.loss_bbox: 0.8653 d3.loss_cls: 0.4602 d3.loss_bbox: 0.8553 d4.loss_cls: 0.4567 d4.loss_bbox: 0.8495 2022/12/23 03:20:10 - mmengine - INFO - Epoch(train) [3][1900/4689] lr: 1.9659e-04 eta: 1 day, 11:22:46 time: 1.2673 data_time: 0.0664 memory: 14432 grad_norm: 48.1500 loss: 8.1957 loss_cls: 0.4734 loss_bbox: 0.8643 d0.loss_cls: 0.5006 d0.loss_bbox: 0.9294 d1.loss_cls: 0.4837 d1.loss_bbox: 0.9015 d2.loss_cls: 0.4807 d2.loss_bbox: 0.8769 d3.loss_cls: 0.4780 d3.loss_bbox: 0.8690 d4.loss_cls: 0.4747 d4.loss_bbox: 0.8635 2022/12/23 03:21:12 - mmengine - INFO - Epoch(train) [3][1950/4689] lr: 1.9659e-04 eta: 1 day, 11:21:32 time: 1.2340 data_time: 0.0642 memory: 14432 grad_norm: 48.1911 loss: 8.0648 loss_cls: 0.4661 loss_bbox: 0.8458 d0.loss_cls: 0.5019 d0.loss_bbox: 0.9123 d1.loss_cls: 0.4824 d1.loss_bbox: 0.8840 d2.loss_cls: 0.4747 d2.loss_bbox: 0.8597 d3.loss_cls: 0.4703 d3.loss_bbox: 0.8531 d4.loss_cls: 0.4672 d4.loss_bbox: 0.8472 2022/12/23 03:22:14 - mmengine - INFO - Epoch(train) [3][2000/4689] lr: 1.9659e-04 eta: 1 day, 11:20:26 time: 1.2500 data_time: 0.0638 memory: 14432 grad_norm: 47.0033 loss: 8.0979 loss_cls: 0.4769 loss_bbox: 0.8394 d0.loss_cls: 0.5088 d0.loss_bbox: 0.9114 d1.loss_cls: 0.4920 d1.loss_bbox: 0.8813 d2.loss_cls: 0.4847 d2.loss_bbox: 0.8543 d3.loss_cls: 0.4817 d3.loss_bbox: 0.8475 d4.loss_cls: 0.4793 d4.loss_bbox: 0.8406 2022/12/23 03:23:17 - mmengine - INFO - Epoch(train) [3][2050/4689] lr: 1.9659e-04 eta: 1 day, 11:19:22 time: 1.2556 data_time: 0.0634 memory: 14432 grad_norm: 44.5673 loss: 8.0509 loss_cls: 0.4662 loss_bbox: 0.8407 d0.loss_cls: 0.4972 d0.loss_bbox: 0.9106 d1.loss_cls: 0.4866 d1.loss_bbox: 0.8825 d2.loss_cls: 0.4777 d2.loss_bbox: 0.8559 d3.loss_cls: 0.4712 d3.loss_bbox: 0.8518 d4.loss_cls: 0.4685 d4.loss_bbox: 0.8419 2022/12/23 03:24:21 - mmengine - INFO - Epoch(train) [3][2100/4689] lr: 1.9659e-04 eta: 1 day, 11:18:27 time: 1.2765 data_time: 0.0737 memory: 14432 grad_norm: 50.9160 loss: 8.0116 loss_cls: 0.4583 loss_bbox: 0.8445 d0.loss_cls: 0.4896 d0.loss_bbox: 0.9108 d1.loss_cls: 0.4713 d1.loss_bbox: 0.8881 d2.loss_cls: 0.4641 d2.loss_bbox: 0.8655 d3.loss_cls: 0.4580 d3.loss_bbox: 0.8568 d4.loss_cls: 0.4560 d4.loss_bbox: 0.8486 2022/12/23 03:25:25 - mmengine - INFO - Epoch(train) [3][2150/4689] lr: 1.9659e-04 eta: 1 day, 11:17:29 time: 1.2691 data_time: 0.0729 memory: 14432 grad_norm: 46.1196 loss: 7.9716 loss_cls: 0.4632 loss_bbox: 0.8353 d0.loss_cls: 0.4853 d0.loss_bbox: 0.9059 d1.loss_cls: 0.4679 d1.loss_bbox: 0.8829 d2.loss_cls: 0.4680 d2.loss_bbox: 0.8544 d3.loss_cls: 0.4640 d3.loss_bbox: 0.8450 d4.loss_cls: 0.4633 d4.loss_bbox: 0.8365 2022/12/23 03:26:28 - mmengine - INFO - Epoch(train) [3][2200/4689] lr: 1.9659e-04 eta: 1 day, 11:16:28 time: 1.2617 data_time: 0.0677 memory: 14432 grad_norm: 49.3775 loss: 8.0049 loss_cls: 0.4613 loss_bbox: 0.8362 d0.loss_cls: 0.4917 d0.loss_bbox: 0.9142 d1.loss_cls: 0.4750 d1.loss_bbox: 0.8837 d2.loss_cls: 0.4699 d2.loss_bbox: 0.8583 d3.loss_cls: 0.4655 d3.loss_bbox: 0.8488 d4.loss_cls: 0.4615 d4.loss_bbox: 0.8386 2022/12/23 03:27:31 - mmengine - INFO - Epoch(train) [3][2250/4689] lr: 1.9659e-04 eta: 1 day, 11:15:33 time: 1.2751 data_time: 0.0659 memory: 14432 grad_norm: 49.8831 loss: 7.9112 loss_cls: 0.4481 loss_bbox: 0.8403 d0.loss_cls: 0.4799 d0.loss_bbox: 0.9056 d1.loss_cls: 0.4600 d1.loss_bbox: 0.8781 d2.loss_cls: 0.4550 d2.loss_bbox: 0.8542 d3.loss_cls: 0.4496 d3.loss_bbox: 0.8492 d4.loss_cls: 0.4486 d4.loss_bbox: 0.8426 2022/12/23 03:28:35 - mmengine - INFO - Epoch(train) [3][2300/4689] lr: 1.9659e-04 eta: 1 day, 11:14:32 time: 1.2622 data_time: 0.0633 memory: 14432 grad_norm: 48.8495 loss: 7.8932 loss_cls: 0.4449 loss_bbox: 0.8381 d0.loss_cls: 0.4742 d0.loss_bbox: 0.9082 d1.loss_cls: 0.4600 d1.loss_bbox: 0.8775 d2.loss_cls: 0.4524 d2.loss_bbox: 0.8577 d3.loss_cls: 0.4487 d3.loss_bbox: 0.8476 d4.loss_cls: 0.4459 d4.loss_bbox: 0.8380 2022/12/23 03:29:37 - mmengine - INFO - Epoch(train) [3][2350/4689] lr: 1.9659e-04 eta: 1 day, 11:13:26 time: 1.2508 data_time: 0.0614 memory: 14432 grad_norm: 47.1200 loss: 7.8491 loss_cls: 0.4470 loss_bbox: 0.8282 d0.loss_cls: 0.4775 d0.loss_bbox: 0.8996 d1.loss_cls: 0.4629 d1.loss_bbox: 0.8677 d2.loss_cls: 0.4571 d2.loss_bbox: 0.8449 d3.loss_cls: 0.4527 d3.loss_bbox: 0.8353 d4.loss_cls: 0.4473 d4.loss_bbox: 0.8290 2022/12/23 03:30:40 - mmengine - INFO - Epoch(train) [3][2400/4689] lr: 1.9659e-04 eta: 1 day, 11:12:21 time: 1.2540 data_time: 0.0664 memory: 14432 grad_norm: 45.5852 loss: 7.8398 loss_cls: 0.4427 loss_bbox: 0.8311 d0.loss_cls: 0.4733 d0.loss_bbox: 0.9031 d1.loss_cls: 0.4554 d1.loss_bbox: 0.8723 d2.loss_cls: 0.4505 d2.loss_bbox: 0.8483 d3.loss_cls: 0.4455 d3.loss_bbox: 0.8424 d4.loss_cls: 0.4422 d4.loss_bbox: 0.8330 2022/12/23 03:31:42 - mmengine - INFO - Epoch(train) [3][2450/4689] lr: 1.9659e-04 eta: 1 day, 11:11:12 time: 1.2433 data_time: 0.0668 memory: 14432 grad_norm: 45.8860 loss: 7.7081 loss_cls: 0.4347 loss_bbox: 0.8160 d0.loss_cls: 0.4614 d0.loss_bbox: 0.8909 d1.loss_cls: 0.4488 d1.loss_bbox: 0.8617 d2.loss_cls: 0.4435 d2.loss_bbox: 0.8363 d3.loss_cls: 0.4384 d3.loss_bbox: 0.8250 d4.loss_cls: 0.4365 d4.loss_bbox: 0.8149 2022/12/23 03:32:45 - mmengine - INFO - Epoch(train) [3][2500/4689] lr: 1.9659e-04 eta: 1 day, 11:10:09 time: 1.2570 data_time: 0.0691 memory: 14432 grad_norm: 48.5723 loss: 7.8607 loss_cls: 0.4454 loss_bbox: 0.8306 d0.loss_cls: 0.4726 d0.loss_bbox: 0.9090 d1.loss_cls: 0.4567 d1.loss_bbox: 0.8756 d2.loss_cls: 0.4522 d2.loss_bbox: 0.8516 d3.loss_cls: 0.4472 d3.loss_bbox: 0.8418 d4.loss_cls: 0.4478 d4.loss_bbox: 0.8303 2022/12/23 03:33:48 - mmengine - INFO - Epoch(train) [3][2550/4689] lr: 1.9659e-04 eta: 1 day, 11:09:10 time: 1.2664 data_time: 0.0688 memory: 14432 grad_norm: 45.6392 loss: 7.8686 loss_cls: 0.4528 loss_bbox: 0.8285 d0.loss_cls: 0.4797 d0.loss_bbox: 0.8956 d1.loss_cls: 0.4685 d1.loss_bbox: 0.8687 d2.loss_cls: 0.4614 d2.loss_bbox: 0.8420 d3.loss_cls: 0.4588 d3.loss_bbox: 0.8314 d4.loss_cls: 0.4529 d4.loss_bbox: 0.8285 2022/12/23 03:34:51 - mmengine - INFO - Epoch(train) [3][2600/4689] lr: 1.9659e-04 eta: 1 day, 11:08:05 time: 1.2538 data_time: 0.0709 memory: 14432 grad_norm: 49.7890 loss: 7.9901 loss_cls: 0.4581 loss_bbox: 0.8386 d0.loss_cls: 0.4922 d0.loss_bbox: 0.9138 d1.loss_cls: 0.4753 d1.loss_bbox: 0.8793 d2.loss_cls: 0.4708 d2.loss_bbox: 0.8545 d3.loss_cls: 0.4627 d3.loss_bbox: 0.8465 d4.loss_cls: 0.4606 d4.loss_bbox: 0.8379 2022/12/23 03:35:19 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 03:35:55 - mmengine - INFO - Epoch(train) [3][2650/4689] lr: 1.9659e-04 eta: 1 day, 11:07:14 time: 1.2855 data_time: 0.0676 memory: 14432 grad_norm: 42.7082 loss: 7.6936 loss_cls: 0.4413 loss_bbox: 0.8062 d0.loss_cls: 0.4685 d0.loss_bbox: 0.8853 d1.loss_cls: 0.4566 d1.loss_bbox: 0.8493 d2.loss_cls: 0.4482 d2.loss_bbox: 0.8265 d3.loss_cls: 0.4426 d3.loss_bbox: 0.8190 d4.loss_cls: 0.4410 d4.loss_bbox: 0.8091 2022/12/23 03:36:59 - mmengine - INFO - Epoch(train) [3][2700/4689] lr: 1.9659e-04 eta: 1 day, 11:06:16 time: 1.2699 data_time: 0.0637 memory: 14432 grad_norm: 44.6757 loss: 7.8647 loss_cls: 0.4479 loss_bbox: 0.8303 d0.loss_cls: 0.4763 d0.loss_bbox: 0.9056 d1.loss_cls: 0.4628 d1.loss_bbox: 0.8661 d2.loss_cls: 0.4568 d2.loss_bbox: 0.8451 d3.loss_cls: 0.4513 d3.loss_bbox: 0.8395 d4.loss_cls: 0.4499 d4.loss_bbox: 0.8331 2022/12/23 03:38:00 - mmengine - INFO - Epoch(train) [3][2750/4689] lr: 1.9659e-04 eta: 1 day, 11:05:04 time: 1.2371 data_time: 0.0565 memory: 14432 grad_norm: 43.9994 loss: 7.9466 loss_cls: 0.4556 loss_bbox: 0.8340 d0.loss_cls: 0.4834 d0.loss_bbox: 0.9127 d1.loss_cls: 0.4669 d1.loss_bbox: 0.8827 d2.loss_cls: 0.4613 d2.loss_bbox: 0.8524 d3.loss_cls: 0.4584 d3.loss_bbox: 0.8462 d4.loss_cls: 0.4559 d4.loss_bbox: 0.8370 2022/12/23 03:39:02 - mmengine - INFO - Epoch(train) [3][2800/4689] lr: 1.9659e-04 eta: 1 day, 11:03:53 time: 1.2383 data_time: 0.0637 memory: 14432 grad_norm: 53.2227 loss: 8.0301 loss_cls: 0.4656 loss_bbox: 0.8378 d0.loss_cls: 0.4953 d0.loss_bbox: 0.9121 d1.loss_cls: 0.4803 d1.loss_bbox: 0.8808 d2.loss_cls: 0.4777 d2.loss_bbox: 0.8536 d3.loss_cls: 0.4682 d3.loss_bbox: 0.8517 d4.loss_cls: 0.4661 d4.loss_bbox: 0.8408 2022/12/23 03:40:05 - mmengine - INFO - Epoch(train) [3][2850/4689] lr: 1.9659e-04 eta: 1 day, 11:02:44 time: 1.2426 data_time: 0.0595 memory: 14432 grad_norm: 49.3002 loss: 8.0123 loss_cls: 0.4658 loss_bbox: 0.8418 d0.loss_cls: 0.4903 d0.loss_bbox: 0.9110 d1.loss_cls: 0.4799 d1.loss_bbox: 0.8768 d2.loss_cls: 0.4726 d2.loss_bbox: 0.8523 d3.loss_cls: 0.4695 d3.loss_bbox: 0.8448 d4.loss_cls: 0.4676 d4.loss_bbox: 0.8398 2022/12/23 03:41:07 - mmengine - INFO - Epoch(train) [3][2900/4689] lr: 1.9659e-04 eta: 1 day, 11:01:38 time: 1.2503 data_time: 0.0593 memory: 14432 grad_norm: 45.9661 loss: 7.7539 loss_cls: 0.4388 loss_bbox: 0.8169 d0.loss_cls: 0.4752 d0.loss_bbox: 0.8902 d1.loss_cls: 0.4601 d1.loss_bbox: 0.8561 d2.loss_cls: 0.4524 d2.loss_bbox: 0.8330 d3.loss_cls: 0.4472 d3.loss_bbox: 0.8252 d4.loss_cls: 0.4414 d4.loss_bbox: 0.8173 2022/12/23 03:42:09 - mmengine - INFO - Epoch(train) [3][2950/4689] lr: 1.9659e-04 eta: 1 day, 11:00:28 time: 1.2404 data_time: 0.0626 memory: 14432 grad_norm: 49.7626 loss: 7.8994 loss_cls: 0.4498 loss_bbox: 0.8342 d0.loss_cls: 0.4855 d0.loss_bbox: 0.9047 d1.loss_cls: 0.4672 d1.loss_bbox: 0.8704 d2.loss_cls: 0.4583 d2.loss_bbox: 0.8465 d3.loss_cls: 0.4546 d3.loss_bbox: 0.8404 d4.loss_cls: 0.4520 d4.loss_bbox: 0.8357 2022/12/23 03:43:11 - mmengine - INFO - Epoch(train) [3][3000/4689] lr: 1.9659e-04 eta: 1 day, 10:59:17 time: 1.2367 data_time: 0.0648 memory: 14432 grad_norm: 49.6543 loss: 7.9171 loss_cls: 0.4598 loss_bbox: 0.8263 d0.loss_cls: 0.4923 d0.loss_bbox: 0.8967 d1.loss_cls: 0.4737 d1.loss_bbox: 0.8682 d2.loss_cls: 0.4717 d2.loss_bbox: 0.8409 d3.loss_cls: 0.4645 d3.loss_bbox: 0.8351 d4.loss_cls: 0.4597 d4.loss_bbox: 0.8282 2022/12/23 03:44:14 - mmengine - INFO - Epoch(train) [3][3050/4689] lr: 1.9659e-04 eta: 1 day, 10:58:13 time: 1.2550 data_time: 0.0569 memory: 14432 grad_norm: 52.7790 loss: 7.7927 loss_cls: 0.4456 loss_bbox: 0.8202 d0.loss_cls: 0.4800 d0.loss_bbox: 0.8873 d1.loss_cls: 0.4623 d1.loss_bbox: 0.8588 d2.loss_cls: 0.4548 d2.loss_bbox: 0.8358 d3.loss_cls: 0.4474 d3.loss_bbox: 0.8320 d4.loss_cls: 0.4454 d4.loss_bbox: 0.8232 2022/12/23 03:45:16 - mmengine - INFO - Epoch(train) [3][3100/4689] lr: 1.9659e-04 eta: 1 day, 10:57:06 time: 1.2484 data_time: 0.0612 memory: 14432 grad_norm: 49.3180 loss: 7.8680 loss_cls: 0.4465 loss_bbox: 0.8323 d0.loss_cls: 0.4735 d0.loss_bbox: 0.9085 d1.loss_cls: 0.4587 d1.loss_bbox: 0.8759 d2.loss_cls: 0.4545 d2.loss_bbox: 0.8484 d3.loss_cls: 0.4483 d3.loss_bbox: 0.8406 d4.loss_cls: 0.4485 d4.loss_bbox: 0.8323 2022/12/23 03:46:19 - mmengine - INFO - Epoch(train) [3][3150/4689] lr: 1.9659e-04 eta: 1 day, 10:56:02 time: 1.2531 data_time: 0.0625 memory: 14432 grad_norm: 46.0948 loss: 7.8676 loss_cls: 0.4512 loss_bbox: 0.8284 d0.loss_cls: 0.4844 d0.loss_bbox: 0.8955 d1.loss_cls: 0.4673 d1.loss_bbox: 0.8669 d2.loss_cls: 0.4616 d2.loss_bbox: 0.8408 d3.loss_cls: 0.4550 d3.loss_bbox: 0.8348 d4.loss_cls: 0.4517 d4.loss_bbox: 0.8302 2022/12/23 03:47:21 - mmengine - INFO - Epoch(train) [3][3200/4689] lr: 1.9659e-04 eta: 1 day, 10:54:55 time: 1.2485 data_time: 0.0623 memory: 14432 grad_norm: 44.7824 loss: 7.7743 loss_cls: 0.4471 loss_bbox: 0.8146 d0.loss_cls: 0.4783 d0.loss_bbox: 0.8875 d1.loss_cls: 0.4599 d1.loss_bbox: 0.8574 d2.loss_cls: 0.4536 d2.loss_bbox: 0.8360 d3.loss_cls: 0.4477 d3.loss_bbox: 0.8278 d4.loss_cls: 0.4452 d4.loss_bbox: 0.8190 2022/12/23 03:48:24 - mmengine - INFO - Epoch(train) [3][3250/4689] lr: 1.9659e-04 eta: 1 day, 10:53:49 time: 1.2497 data_time: 0.0623 memory: 14432 grad_norm: 43.2792 loss: 7.6852 loss_cls: 0.4360 loss_bbox: 0.8143 d0.loss_cls: 0.4661 d0.loss_bbox: 0.8830 d1.loss_cls: 0.4523 d1.loss_bbox: 0.8492 d2.loss_cls: 0.4446 d2.loss_bbox: 0.8262 d3.loss_cls: 0.4370 d3.loss_bbox: 0.8252 d4.loss_cls: 0.4362 d4.loss_bbox: 0.8152 2022/12/23 03:49:26 - mmengine - INFO - Epoch(train) [3][3300/4689] lr: 1.9659e-04 eta: 1 day, 10:52:44 time: 1.2512 data_time: 0.0615 memory: 14432 grad_norm: 47.1670 loss: 7.6171 loss_cls: 0.4240 loss_bbox: 0.8142 d0.loss_cls: 0.4594 d0.loss_bbox: 0.8766 d1.loss_cls: 0.4438 d1.loss_bbox: 0.8478 d2.loss_cls: 0.4361 d2.loss_bbox: 0.8252 d3.loss_cls: 0.4310 d3.loss_bbox: 0.8194 d4.loss_cls: 0.4280 d4.loss_bbox: 0.8116 2022/12/23 03:50:29 - mmengine - INFO - Epoch(train) [3][3350/4689] lr: 1.9659e-04 eta: 1 day, 10:51:41 time: 1.2576 data_time: 0.0700 memory: 14432 grad_norm: 53.9304 loss: 7.8778 loss_cls: 0.4540 loss_bbox: 0.8234 d0.loss_cls: 0.4886 d0.loss_bbox: 0.8994 d1.loss_cls: 0.4725 d1.loss_bbox: 0.8649 d2.loss_cls: 0.4673 d2.loss_bbox: 0.8380 d3.loss_cls: 0.4609 d3.loss_bbox: 0.8287 d4.loss_cls: 0.4552 d4.loss_bbox: 0.8249 2022/12/23 03:51:31 - mmengine - INFO - Epoch(train) [3][3400/4689] lr: 1.9659e-04 eta: 1 day, 10:50:33 time: 1.2440 data_time: 0.0680 memory: 14432 grad_norm: 51.3333 loss: 7.7380 loss_cls: 0.4331 loss_bbox: 0.8226 d0.loss_cls: 0.4654 d0.loss_bbox: 0.8965 d1.loss_cls: 0.4506 d1.loss_bbox: 0.8628 d2.loss_cls: 0.4440 d2.loss_bbox: 0.8386 d3.loss_cls: 0.4377 d3.loss_bbox: 0.8297 d4.loss_cls: 0.4356 d4.loss_bbox: 0.8214 2022/12/23 03:52:34 - mmengine - INFO - Epoch(train) [3][3450/4689] lr: 1.9659e-04 eta: 1 day, 10:49:27 time: 1.2501 data_time: 0.0626 memory: 14432 grad_norm: 42.2173 loss: 7.6726 loss_cls: 0.4340 loss_bbox: 0.8118 d0.loss_cls: 0.4677 d0.loss_bbox: 0.8847 d1.loss_cls: 0.4514 d1.loss_bbox: 0.8497 d2.loss_cls: 0.4462 d2.loss_bbox: 0.8235 d3.loss_cls: 0.4379 d3.loss_bbox: 0.8193 d4.loss_cls: 0.4343 d4.loss_bbox: 0.8122 2022/12/23 03:53:36 - mmengine - INFO - Epoch(train) [3][3500/4689] lr: 1.9659e-04 eta: 1 day, 10:48:19 time: 1.2443 data_time: 0.0640 memory: 14432 grad_norm: 45.2578 loss: 7.6572 loss_cls: 0.4349 loss_bbox: 0.8056 d0.loss_cls: 0.4663 d0.loss_bbox: 0.8829 d1.loss_cls: 0.4495 d1.loss_bbox: 0.8500 d2.loss_cls: 0.4447 d2.loss_bbox: 0.8257 d3.loss_cls: 0.4405 d3.loss_bbox: 0.8162 d4.loss_cls: 0.4354 d4.loss_bbox: 0.8057 2022/12/23 03:54:37 - mmengine - INFO - Epoch(train) [3][3550/4689] lr: 1.9659e-04 eta: 1 day, 10:47:04 time: 1.2261 data_time: 0.0614 memory: 14432 grad_norm: 54.8136 loss: 7.6962 loss_cls: 0.4286 loss_bbox: 0.8184 d0.loss_cls: 0.4672 d0.loss_bbox: 0.8875 d1.loss_cls: 0.4525 d1.loss_bbox: 0.8568 d2.loss_cls: 0.4429 d2.loss_bbox: 0.8324 d3.loss_cls: 0.4358 d3.loss_bbox: 0.8250 d4.loss_cls: 0.4316 d4.loss_bbox: 0.8174 2022/12/23 03:55:40 - mmengine - INFO - Epoch(train) [3][3600/4689] lr: 1.9659e-04 eta: 1 day, 10:46:01 time: 1.2556 data_time: 0.0616 memory: 14432 grad_norm: 45.0049 loss: 7.4611 loss_cls: 0.4219 loss_bbox: 0.7898 d0.loss_cls: 0.4490 d0.loss_bbox: 0.8630 d1.loss_cls: 0.4356 d1.loss_bbox: 0.8280 d2.loss_cls: 0.4298 d2.loss_bbox: 0.8055 d3.loss_cls: 0.4231 d3.loss_bbox: 0.8016 d4.loss_cls: 0.4209 d4.loss_bbox: 0.7928 2022/12/23 03:56:08 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 03:56:43 - mmengine - INFO - Epoch(train) [3][3650/4689] lr: 1.9659e-04 eta: 1 day, 10:45:02 time: 1.2667 data_time: 0.0592 memory: 14432 grad_norm: 46.9603 loss: 7.8276 loss_cls: 0.4426 loss_bbox: 0.8305 d0.loss_cls: 0.4697 d0.loss_bbox: 0.9054 d1.loss_cls: 0.4550 d1.loss_bbox: 0.8689 d2.loss_cls: 0.4509 d2.loss_bbox: 0.8442 d3.loss_cls: 0.4443 d3.loss_bbox: 0.8409 d4.loss_cls: 0.4453 d4.loss_bbox: 0.8300 2022/12/23 03:57:47 - mmengine - INFO - Epoch(train) [3][3700/4689] lr: 1.9659e-04 eta: 1 day, 10:44:01 time: 1.2630 data_time: 0.0642 memory: 14432 grad_norm: 44.5470 loss: 7.8166 loss_cls: 0.4552 loss_bbox: 0.8165 d0.loss_cls: 0.4839 d0.loss_bbox: 0.8867 d1.loss_cls: 0.4687 d1.loss_bbox: 0.8535 d2.loss_cls: 0.4620 d2.loss_bbox: 0.8338 d3.loss_cls: 0.4581 d3.loss_bbox: 0.8259 d4.loss_cls: 0.4532 d4.loss_bbox: 0.8191 2022/12/23 03:58:49 - mmengine - INFO - Epoch(train) [3][3750/4689] lr: 1.9659e-04 eta: 1 day, 10:42:57 time: 1.2549 data_time: 0.0682 memory: 14432 grad_norm: 42.9986 loss: 7.7022 loss_cls: 0.4436 loss_bbox: 0.8067 d0.loss_cls: 0.4791 d0.loss_bbox: 0.8749 d1.loss_cls: 0.4607 d1.loss_bbox: 0.8467 d2.loss_cls: 0.4528 d2.loss_bbox: 0.8241 d3.loss_cls: 0.4463 d3.loss_bbox: 0.8151 d4.loss_cls: 0.4434 d4.loss_bbox: 0.8087 2022/12/23 03:59:53 - mmengine - INFO - Epoch(train) [3][3800/4689] lr: 1.9659e-04 eta: 1 day, 10:42:01 time: 1.2748 data_time: 0.0759 memory: 14432 grad_norm: 45.0542 loss: 7.7048 loss_cls: 0.4425 loss_bbox: 0.8059 d0.loss_cls: 0.4805 d0.loss_bbox: 0.8776 d1.loss_cls: 0.4618 d1.loss_bbox: 0.8476 d2.loss_cls: 0.4512 d2.loss_bbox: 0.8260 d3.loss_cls: 0.4436 d3.loss_bbox: 0.8179 d4.loss_cls: 0.4400 d4.loss_bbox: 0.8102 2022/12/23 04:00:56 - mmengine - INFO - Epoch(train) [3][3850/4689] lr: 1.9659e-04 eta: 1 day, 10:41:01 time: 1.2650 data_time: 0.0639 memory: 14432 grad_norm: 46.7559 loss: 7.5371 loss_cls: 0.4252 loss_bbox: 0.7951 d0.loss_cls: 0.4617 d0.loss_bbox: 0.8645 d1.loss_cls: 0.4462 d1.loss_bbox: 0.8374 d2.loss_cls: 0.4381 d2.loss_bbox: 0.8118 d3.loss_cls: 0.4318 d3.loss_bbox: 0.8023 d4.loss_cls: 0.4275 d4.loss_bbox: 0.7953 2022/12/23 04:01:59 - mmengine - INFO - Epoch(train) [3][3900/4689] lr: 1.9659e-04 eta: 1 day, 10:40:00 time: 1.2630 data_time: 0.0641 memory: 14432 grad_norm: 53.6076 loss: 7.8153 loss_cls: 0.4349 loss_bbox: 0.8373 d0.loss_cls: 0.4687 d0.loss_bbox: 0.9030 d1.loss_cls: 0.4554 d1.loss_bbox: 0.8688 d2.loss_cls: 0.4476 d2.loss_bbox: 0.8460 d3.loss_cls: 0.4383 d3.loss_bbox: 0.8435 d4.loss_cls: 0.4367 d4.loss_bbox: 0.8353 2022/12/23 04:03:02 - mmengine - INFO - Epoch(train) [3][3950/4689] lr: 1.9659e-04 eta: 1 day, 10:38:55 time: 1.2505 data_time: 0.0600 memory: 14432 grad_norm: 45.4053 loss: 7.7937 loss_cls: 0.4569 loss_bbox: 0.8086 d0.loss_cls: 0.4936 d0.loss_bbox: 0.8801 d1.loss_cls: 0.4746 d1.loss_bbox: 0.8474 d2.loss_cls: 0.4693 d2.loss_bbox: 0.8205 d3.loss_cls: 0.4600 d3.loss_bbox: 0.8156 d4.loss_cls: 0.4540 d4.loss_bbox: 0.8132 2022/12/23 04:04:05 - mmengine - INFO - Epoch(train) [3][4000/4689] lr: 1.9659e-04 eta: 1 day, 10:37:52 time: 1.2580 data_time: 0.0567 memory: 14432 grad_norm: 47.6971 loss: 7.7994 loss_cls: 0.4568 loss_bbox: 0.8071 d0.loss_cls: 0.4860 d0.loss_bbox: 0.8880 d1.loss_cls: 0.4721 d1.loss_bbox: 0.8529 d2.loss_cls: 0.4666 d2.loss_bbox: 0.8254 d3.loss_cls: 0.4622 d3.loss_bbox: 0.8169 d4.loss_cls: 0.4579 d4.loss_bbox: 0.8075 2022/12/23 04:05:06 - mmengine - INFO - Epoch(train) [3][4050/4689] lr: 1.9659e-04 eta: 1 day, 10:36:34 time: 1.2144 data_time: 0.0547 memory: 14432 grad_norm: 53.7222 loss: 7.8958 loss_cls: 0.4590 loss_bbox: 0.8212 d0.loss_cls: 0.4947 d0.loss_bbox: 0.8936 d1.loss_cls: 0.4798 d1.loss_bbox: 0.8625 d2.loss_cls: 0.4701 d2.loss_bbox: 0.8370 d3.loss_cls: 0.4635 d3.loss_bbox: 0.8310 d4.loss_cls: 0.4606 d4.loss_bbox: 0.8227 2022/12/23 04:06:08 - mmengine - INFO - Epoch(train) [3][4100/4689] lr: 1.9659e-04 eta: 1 day, 10:35:28 time: 1.2500 data_time: 0.0548 memory: 14432 grad_norm: 48.1007 loss: 7.6401 loss_cls: 0.4321 loss_bbox: 0.8070 d0.loss_cls: 0.4644 d0.loss_bbox: 0.8840 d1.loss_cls: 0.4478 d1.loss_bbox: 0.8534 d2.loss_cls: 0.4387 d2.loss_bbox: 0.8232 d3.loss_cls: 0.4326 d3.loss_bbox: 0.8160 d4.loss_cls: 0.4321 d4.loss_bbox: 0.8088 2022/12/23 04:07:11 - mmengine - INFO - Epoch(train) [3][4150/4689] lr: 1.9659e-04 eta: 1 day, 10:34:27 time: 1.2602 data_time: 0.0613 memory: 14432 grad_norm: 50.4227 loss: 7.7176 loss_cls: 0.4401 loss_bbox: 0.8096 d0.loss_cls: 0.4751 d0.loss_bbox: 0.8862 d1.loss_cls: 0.4600 d1.loss_bbox: 0.8524 d2.loss_cls: 0.4513 d2.loss_bbox: 0.8268 d3.loss_cls: 0.4461 d3.loss_bbox: 0.8178 d4.loss_cls: 0.4423 d4.loss_bbox: 0.8098 2022/12/23 04:08:14 - mmengine - INFO - Epoch(train) [3][4200/4689] lr: 1.9659e-04 eta: 1 day, 10:33:23 time: 1.2558 data_time: 0.0648 memory: 14432 grad_norm: 44.5964 loss: 7.6558 loss_cls: 0.4404 loss_bbox: 0.8025 d0.loss_cls: 0.4702 d0.loss_bbox: 0.8802 d1.loss_cls: 0.4549 d1.loss_bbox: 0.8430 d2.loss_cls: 0.4477 d2.loss_bbox: 0.8172 d3.loss_cls: 0.4422 d3.loss_bbox: 0.8119 d4.loss_cls: 0.4414 d4.loss_bbox: 0.8044 2022/12/23 04:09:17 - mmengine - INFO - Epoch(train) [3][4250/4689] lr: 1.9659e-04 eta: 1 day, 10:32:18 time: 1.2514 data_time: 0.0575 memory: 14432 grad_norm: 46.4255 loss: 7.7270 loss_cls: 0.4366 loss_bbox: 0.8195 d0.loss_cls: 0.4700 d0.loss_bbox: 0.8896 d1.loss_cls: 0.4545 d1.loss_bbox: 0.8523 d2.loss_cls: 0.4468 d2.loss_bbox: 0.8319 d3.loss_cls: 0.4392 d3.loss_bbox: 0.8293 d4.loss_cls: 0.4379 d4.loss_bbox: 0.8195 2022/12/23 04:10:19 - mmengine - INFO - Epoch(train) [3][4300/4689] lr: 1.9659e-04 eta: 1 day, 10:31:12 time: 1.2465 data_time: 0.0548 memory: 14432 grad_norm: 48.5679 loss: 7.7404 loss_cls: 0.4408 loss_bbox: 0.8144 d0.loss_cls: 0.4754 d0.loss_bbox: 0.8910 d1.loss_cls: 0.4614 d1.loss_bbox: 0.8531 d2.loss_cls: 0.4525 d2.loss_bbox: 0.8285 d3.loss_cls: 0.4427 d3.loss_bbox: 0.8242 d4.loss_cls: 0.4413 d4.loss_bbox: 0.8149 2022/12/23 04:11:21 - mmengine - INFO - Epoch(train) [3][4350/4689] lr: 1.9659e-04 eta: 1 day, 10:30:06 time: 1.2506 data_time: 0.0578 memory: 14432 grad_norm: 44.1712 loss: 7.6191 loss_cls: 0.4396 loss_bbox: 0.7963 d0.loss_cls: 0.4684 d0.loss_bbox: 0.8742 d1.loss_cls: 0.4545 d1.loss_bbox: 0.8388 d2.loss_cls: 0.4499 d2.loss_bbox: 0.8129 d3.loss_cls: 0.4448 d3.loss_bbox: 0.8028 d4.loss_cls: 0.4429 d4.loss_bbox: 0.7940 2022/12/23 04:12:23 - mmengine - INFO - Epoch(train) [3][4400/4689] lr: 1.9659e-04 eta: 1 day, 10:28:57 time: 1.2402 data_time: 0.0606 memory: 14432 grad_norm: 51.8503 loss: 7.7802 loss_cls: 0.4426 loss_bbox: 0.8197 d0.loss_cls: 0.4721 d0.loss_bbox: 0.8919 d1.loss_cls: 0.4558 d1.loss_bbox: 0.8643 d2.loss_cls: 0.4508 d2.loss_bbox: 0.8398 d3.loss_cls: 0.4452 d3.loss_bbox: 0.8326 d4.loss_cls: 0.4439 d4.loss_bbox: 0.8215 2022/12/23 04:13:26 - mmengine - INFO - Epoch(train) [3][4450/4689] lr: 1.9659e-04 eta: 1 day, 10:27:52 time: 1.2509 data_time: 0.0619 memory: 14432 grad_norm: 48.8187 loss: 7.8414 loss_cls: 0.4548 loss_bbox: 0.8184 d0.loss_cls: 0.4834 d0.loss_bbox: 0.8944 d1.loss_cls: 0.4689 d1.loss_bbox: 0.8621 d2.loss_cls: 0.4645 d2.loss_bbox: 0.8330 d3.loss_cls: 0.4577 d3.loss_bbox: 0.8281 d4.loss_cls: 0.4566 d4.loss_bbox: 0.8195 2022/12/23 04:14:28 - mmengine - INFO - Epoch(train) [3][4500/4689] lr: 1.9659e-04 eta: 1 day, 10:26:46 time: 1.2481 data_time: 0.0603 memory: 14432 grad_norm: 46.7204 loss: 7.6315 loss_cls: 0.4360 loss_bbox: 0.8028 d0.loss_cls: 0.4648 d0.loss_bbox: 0.8777 d1.loss_cls: 0.4501 d1.loss_bbox: 0.8429 d2.loss_cls: 0.4447 d2.loss_bbox: 0.8217 d3.loss_cls: 0.4398 d3.loss_bbox: 0.8107 d4.loss_cls: 0.4373 d4.loss_bbox: 0.8029 2022/12/23 04:15:31 - mmengine - INFO - Epoch(train) [3][4550/4689] lr: 1.9659e-04 eta: 1 day, 10:25:44 time: 1.2580 data_time: 0.0749 memory: 14432 grad_norm: 46.3131 loss: 7.5280 loss_cls: 0.4200 loss_bbox: 0.7986 d0.loss_cls: 0.4608 d0.loss_bbox: 0.8697 d1.loss_cls: 0.4403 d1.loss_bbox: 0.8371 d2.loss_cls: 0.4320 d2.loss_bbox: 0.8140 d3.loss_cls: 0.4241 d3.loss_bbox: 0.8089 d4.loss_cls: 0.4228 d4.loss_bbox: 0.7996 2022/12/23 04:16:34 - mmengine - INFO - Epoch(train) [3][4600/4689] lr: 1.9659e-04 eta: 1 day, 10:24:43 time: 1.2636 data_time: 0.0751 memory: 14432 grad_norm: 45.6042 loss: 7.7244 loss_cls: 0.4429 loss_bbox: 0.8142 d0.loss_cls: 0.4747 d0.loss_bbox: 0.8826 d1.loss_cls: 0.4565 d1.loss_bbox: 0.8483 d2.loss_cls: 0.4535 d2.loss_bbox: 0.8270 d3.loss_cls: 0.4471 d3.loss_bbox: 0.8208 d4.loss_cls: 0.4435 d4.loss_bbox: 0.8134 2022/12/23 04:17:02 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 04:17:36 - mmengine - INFO - Epoch(train) [3][4650/4689] lr: 1.9659e-04 eta: 1 day, 10:23:35 time: 1.2400 data_time: 0.0616 memory: 14432 grad_norm: 51.6753 loss: 7.6356 loss_cls: 0.4345 loss_bbox: 0.8062 d0.loss_cls: 0.4660 d0.loss_bbox: 0.8787 d1.loss_cls: 0.4500 d1.loss_bbox: 0.8448 d2.loss_cls: 0.4441 d2.loss_bbox: 0.8187 d3.loss_cls: 0.4372 d3.loss_bbox: 0.8148 d4.loss_cls: 0.4344 d4.loss_bbox: 0.8062 2022/12/23 04:18:24 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 04:19:29 - mmengine - INFO - Epoch(train) [4][ 50/4689] lr: 1.9239e-04 eta: 1 day, 10:21:48 time: 1.3049 data_time: 0.1049 memory: 14432 grad_norm: 51.3685 loss: 7.7383 loss_cls: 0.4498 loss_bbox: 0.8035 d0.loss_cls: 0.4815 d0.loss_bbox: 0.8887 d1.loss_cls: 0.4665 d1.loss_bbox: 0.8478 d2.loss_cls: 0.4617 d2.loss_bbox: 0.8188 d3.loss_cls: 0.4531 d3.loss_bbox: 0.8118 d4.loss_cls: 0.4507 d4.loss_bbox: 0.8044 2022/12/23 04:20:33 - mmengine - INFO - Epoch(train) [4][ 100/4689] lr: 1.9239e-04 eta: 1 day, 10:20:53 time: 1.2801 data_time: 0.0662 memory: 14432 grad_norm: 53.6236 loss: 7.7439 loss_cls: 0.4412 loss_bbox: 0.8157 d0.loss_cls: 0.4729 d0.loss_bbox: 0.8939 d1.loss_cls: 0.4564 d1.loss_bbox: 0.8560 d2.loss_cls: 0.4494 d2.loss_bbox: 0.8320 d3.loss_cls: 0.4420 d3.loss_bbox: 0.8267 d4.loss_cls: 0.4422 d4.loss_bbox: 0.8155 2022/12/23 04:21:35 - mmengine - INFO - Epoch(train) [4][ 150/4689] lr: 1.9239e-04 eta: 1 day, 10:19:47 time: 1.2474 data_time: 0.0621 memory: 14432 grad_norm: 51.9984 loss: 7.5019 loss_cls: 0.4295 loss_bbox: 0.7873 d0.loss_cls: 0.4670 d0.loss_bbox: 0.8625 d1.loss_cls: 0.4470 d1.loss_bbox: 0.8234 d2.loss_cls: 0.4402 d2.loss_bbox: 0.8017 d3.loss_cls: 0.4326 d3.loss_bbox: 0.7930 d4.loss_cls: 0.4312 d4.loss_bbox: 0.7864 2022/12/23 04:22:40 - mmengine - INFO - Epoch(train) [4][ 200/4689] lr: 1.9239e-04 eta: 1 day, 10:18:56 time: 1.2909 data_time: 0.0618 memory: 14432 grad_norm: 51.6890 loss: 7.5966 loss_cls: 0.4230 loss_bbox: 0.8108 d0.loss_cls: 0.4593 d0.loss_bbox: 0.8804 d1.loss_cls: 0.4411 d1.loss_bbox: 0.8448 d2.loss_cls: 0.4335 d2.loss_bbox: 0.8240 d3.loss_cls: 0.4267 d3.loss_bbox: 0.8181 d4.loss_cls: 0.4232 d4.loss_bbox: 0.8116 2022/12/23 04:23:43 - mmengine - INFO - Epoch(train) [4][ 250/4689] lr: 1.9239e-04 eta: 1 day, 10:17:55 time: 1.2629 data_time: 0.0688 memory: 14432 grad_norm: 50.0223 loss: 7.5809 loss_cls: 0.4280 loss_bbox: 0.8006 d0.loss_cls: 0.4666 d0.loss_bbox: 0.8737 d1.loss_cls: 0.4446 d1.loss_bbox: 0.8430 d2.loss_cls: 0.4358 d2.loss_bbox: 0.8190 d3.loss_cls: 0.4294 d3.loss_bbox: 0.8113 d4.loss_cls: 0.4273 d4.loss_bbox: 0.8017 2022/12/23 04:24:47 - mmengine - INFO - Epoch(train) [4][ 300/4689] lr: 1.9239e-04 eta: 1 day, 10:16:57 time: 1.2709 data_time: 0.0643 memory: 14432 grad_norm: 54.5076 loss: 7.5814 loss_cls: 0.4306 loss_bbox: 0.7985 d0.loss_cls: 0.4684 d0.loss_bbox: 0.8739 d1.loss_cls: 0.4456 d1.loss_bbox: 0.8408 d2.loss_cls: 0.4415 d2.loss_bbox: 0.8117 d3.loss_cls: 0.4371 d3.loss_bbox: 0.8043 d4.loss_cls: 0.4339 d4.loss_bbox: 0.7953 2022/12/23 04:25:51 - mmengine - INFO - Epoch(train) [4][ 350/4689] lr: 1.9239e-04 eta: 1 day, 10:16:01 time: 1.2798 data_time: 0.0672 memory: 14432 grad_norm: 48.0458 loss: 7.5041 loss_cls: 0.4206 loss_bbox: 0.7941 d0.loss_cls: 0.4597 d0.loss_bbox: 0.8686 d1.loss_cls: 0.4419 d1.loss_bbox: 0.8349 d2.loss_cls: 0.4331 d2.loss_bbox: 0.8067 d3.loss_cls: 0.4238 d3.loss_bbox: 0.8037 d4.loss_cls: 0.4222 d4.loss_bbox: 0.7949 2022/12/23 04:26:55 - mmengine - INFO - Epoch(train) [4][ 400/4689] lr: 1.9239e-04 eta: 1 day, 10:15:07 time: 1.2831 data_time: 0.0682 memory: 14432 grad_norm: 47.9040 loss: 7.5176 loss_cls: 0.4307 loss_bbox: 0.7893 d0.loss_cls: 0.4659 d0.loss_bbox: 0.8615 d1.loss_cls: 0.4484 d1.loss_bbox: 0.8276 d2.loss_cls: 0.4390 d2.loss_bbox: 0.8015 d3.loss_cls: 0.4324 d3.loss_bbox: 0.7987 d4.loss_cls: 0.4330 d4.loss_bbox: 0.7894 2022/12/23 04:27:59 - mmengine - INFO - Epoch(train) [4][ 450/4689] lr: 1.9239e-04 eta: 1 day, 10:14:11 time: 1.2770 data_time: 0.0770 memory: 14432 grad_norm: 48.0446 loss: 7.4439 loss_cls: 0.4187 loss_bbox: 0.7866 d0.loss_cls: 0.4536 d0.loss_bbox: 0.8605 d1.loss_cls: 0.4360 d1.loss_bbox: 0.8285 d2.loss_cls: 0.4289 d2.loss_bbox: 0.8045 d3.loss_cls: 0.4234 d3.loss_bbox: 0.7948 d4.loss_cls: 0.4202 d4.loss_bbox: 0.7883 2022/12/23 04:29:02 - mmengine - INFO - Epoch(train) [4][ 500/4689] lr: 1.9239e-04 eta: 1 day, 10:13:08 time: 1.2574 data_time: 0.0660 memory: 14432 grad_norm: 51.2040 loss: 7.3935 loss_cls: 0.4161 loss_bbox: 0.7764 d0.loss_cls: 0.4536 d0.loss_bbox: 0.8633 d1.loss_cls: 0.4358 d1.loss_bbox: 0.8236 d2.loss_cls: 0.4275 d2.loss_bbox: 0.7957 d3.loss_cls: 0.4199 d3.loss_bbox: 0.7879 d4.loss_cls: 0.4182 d4.loss_bbox: 0.7755 2022/12/23 04:30:04 - mmengine - INFO - Epoch(train) [4][ 550/4689] lr: 1.9239e-04 eta: 1 day, 10:12:03 time: 1.2515 data_time: 0.0665 memory: 14432 grad_norm: 50.6417 loss: 7.5972 loss_cls: 0.4391 loss_bbox: 0.7941 d0.loss_cls: 0.4750 d0.loss_bbox: 0.8634 d1.loss_cls: 0.4604 d1.loss_bbox: 0.8323 d2.loss_cls: 0.4464 d2.loss_bbox: 0.8085 d3.loss_cls: 0.4402 d3.loss_bbox: 0.8045 d4.loss_cls: 0.4387 d4.loss_bbox: 0.7943 2022/12/23 04:31:07 - mmengine - INFO - Epoch(train) [4][ 600/4689] lr: 1.9239e-04 eta: 1 day, 10:10:58 time: 1.2489 data_time: 0.0688 memory: 14432 grad_norm: 47.7656 loss: 7.6525 loss_cls: 0.4340 loss_bbox: 0.8034 d0.loss_cls: 0.4723 d0.loss_bbox: 0.8828 d1.loss_cls: 0.4540 d1.loss_bbox: 0.8477 d2.loss_cls: 0.4445 d2.loss_bbox: 0.8226 d3.loss_cls: 0.4384 d3.loss_bbox: 0.8131 d4.loss_cls: 0.4344 d4.loss_bbox: 0.8053 2022/12/23 04:32:09 - mmengine - INFO - Epoch(train) [4][ 650/4689] lr: 1.9239e-04 eta: 1 day, 10:09:53 time: 1.2514 data_time: 0.0684 memory: 14432 grad_norm: 47.6688 loss: 7.6773 loss_cls: 0.4344 loss_bbox: 0.8124 d0.loss_cls: 0.4709 d0.loss_bbox: 0.8800 d1.loss_cls: 0.4518 d1.loss_bbox: 0.8498 d2.loss_cls: 0.4472 d2.loss_bbox: 0.8236 d3.loss_cls: 0.4394 d3.loss_bbox: 0.8187 d4.loss_cls: 0.4372 d4.loss_bbox: 0.8119 2022/12/23 04:33:12 - mmengine - INFO - Epoch(train) [4][ 700/4689] lr: 1.9239e-04 eta: 1 day, 10:08:53 time: 1.2654 data_time: 0.0689 memory: 14432 grad_norm: 51.2325 loss: 7.5651 loss_cls: 0.4335 loss_bbox: 0.7941 d0.loss_cls: 0.4662 d0.loss_bbox: 0.8671 d1.loss_cls: 0.4512 d1.loss_bbox: 0.8359 d2.loss_cls: 0.4420 d2.loss_bbox: 0.8088 d3.loss_cls: 0.4344 d3.loss_bbox: 0.8035 d4.loss_cls: 0.4334 d4.loss_bbox: 0.7950 2022/12/23 04:34:15 - mmengine - INFO - Epoch(train) [4][ 750/4689] lr: 1.9239e-04 eta: 1 day, 10:07:45 time: 1.2441 data_time: 0.0672 memory: 14432 grad_norm: 49.0410 loss: 7.5353 loss_cls: 0.4193 loss_bbox: 0.8020 d0.loss_cls: 0.4620 d0.loss_bbox: 0.8680 d1.loss_cls: 0.4393 d1.loss_bbox: 0.8394 d2.loss_cls: 0.4318 d2.loss_bbox: 0.8159 d3.loss_cls: 0.4225 d3.loss_bbox: 0.8108 d4.loss_cls: 0.4200 d4.loss_bbox: 0.8044 2022/12/23 04:35:18 - mmengine - INFO - Epoch(train) [4][ 800/4689] lr: 1.9239e-04 eta: 1 day, 10:06:48 time: 1.2742 data_time: 0.0691 memory: 14432 grad_norm: 47.1487 loss: 7.5552 loss_cls: 0.4294 loss_bbox: 0.7947 d0.loss_cls: 0.4614 d0.loss_bbox: 0.8736 d1.loss_cls: 0.4449 d1.loss_bbox: 0.8378 d2.loss_cls: 0.4395 d2.loss_bbox: 0.8103 d3.loss_cls: 0.4300 d3.loss_bbox: 0.8063 d4.loss_cls: 0.4319 d4.loss_bbox: 0.7953 2022/12/23 04:36:22 - mmengine - INFO - Epoch(train) [4][ 850/4689] lr: 1.9239e-04 eta: 1 day, 10:05:50 time: 1.2716 data_time: 0.0825 memory: 14432 grad_norm: 44.1935 loss: 7.4964 loss_cls: 0.4310 loss_bbox: 0.7849 d0.loss_cls: 0.4695 d0.loss_bbox: 0.8582 d1.loss_cls: 0.4447 d1.loss_bbox: 0.8268 d2.loss_cls: 0.4394 d2.loss_bbox: 0.7991 d3.loss_cls: 0.4327 d3.loss_bbox: 0.7932 d4.loss_cls: 0.4314 d4.loss_bbox: 0.7854 2022/12/23 04:37:26 - mmengine - INFO - Epoch(train) [4][ 900/4689] lr: 1.9239e-04 eta: 1 day, 10:04:53 time: 1.2748 data_time: 0.0706 memory: 14432 grad_norm: 46.1407 loss: 7.3609 loss_cls: 0.4096 loss_bbox: 0.7802 d0.loss_cls: 0.4507 d0.loss_bbox: 0.8625 d1.loss_cls: 0.4287 d1.loss_bbox: 0.8241 d2.loss_cls: 0.4229 d2.loss_bbox: 0.7905 d3.loss_cls: 0.4147 d3.loss_bbox: 0.7854 d4.loss_cls: 0.4108 d4.loss_bbox: 0.7808 2022/12/23 04:38:07 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 04:38:28 - mmengine - INFO - Epoch(train) [4][ 950/4689] lr: 1.9239e-04 eta: 1 day, 10:03:49 time: 1.2554 data_time: 0.0695 memory: 14432 grad_norm: 45.2687 loss: 7.4381 loss_cls: 0.4111 loss_bbox: 0.7953 d0.loss_cls: 0.4460 d0.loss_bbox: 0.8728 d1.loss_cls: 0.4261 d1.loss_bbox: 0.8327 d2.loss_cls: 0.4205 d2.loss_bbox: 0.8083 d3.loss_cls: 0.4148 d3.loss_bbox: 0.8016 d4.loss_cls: 0.4132 d4.loss_bbox: 0.7956 2022/12/23 04:39:31 - mmengine - INFO - Epoch(train) [4][1000/4689] lr: 1.9239e-04 eta: 1 day, 10:02:47 time: 1.2605 data_time: 0.0658 memory: 14432 grad_norm: 48.0898 loss: 7.3398 loss_cls: 0.4105 loss_bbox: 0.7756 d0.loss_cls: 0.4527 d0.loss_bbox: 0.8535 d1.loss_cls: 0.4309 d1.loss_bbox: 0.8156 d2.loss_cls: 0.4234 d2.loss_bbox: 0.7903 d3.loss_cls: 0.4164 d3.loss_bbox: 0.7828 d4.loss_cls: 0.4130 d4.loss_bbox: 0.7751 2022/12/23 04:40:34 - mmengine - INFO - Epoch(train) [4][1050/4689] lr: 1.9239e-04 eta: 1 day, 10:01:41 time: 1.2467 data_time: 0.0620 memory: 14432 grad_norm: 46.5543 loss: 7.4203 loss_cls: 0.4056 loss_bbox: 0.7907 d0.loss_cls: 0.4444 d0.loss_bbox: 0.8780 d1.loss_cls: 0.4284 d1.loss_bbox: 0.8339 d2.loss_cls: 0.4201 d2.loss_bbox: 0.8059 d3.loss_cls: 0.4112 d3.loss_bbox: 0.8018 d4.loss_cls: 0.4092 d4.loss_bbox: 0.7911 2022/12/23 04:41:37 - mmengine - INFO - Epoch(train) [4][1100/4689] lr: 1.9239e-04 eta: 1 day, 10:00:39 time: 1.2598 data_time: 0.0686 memory: 14432 grad_norm: 47.6528 loss: 7.6014 loss_cls: 0.4462 loss_bbox: 0.7879 d0.loss_cls: 0.4792 d0.loss_bbox: 0.8640 d1.loss_cls: 0.4587 d1.loss_bbox: 0.8299 d2.loss_cls: 0.4540 d2.loss_bbox: 0.8024 d3.loss_cls: 0.4501 d3.loss_bbox: 0.7952 d4.loss_cls: 0.4458 d4.loss_bbox: 0.7880 2022/12/23 04:42:40 - mmengine - INFO - Epoch(train) [4][1150/4689] lr: 1.9239e-04 eta: 1 day, 9:59:35 time: 1.2543 data_time: 0.0644 memory: 14432 grad_norm: 44.0692 loss: 7.6109 loss_cls: 0.4400 loss_bbox: 0.7959 d0.loss_cls: 0.4763 d0.loss_bbox: 0.8653 d1.loss_cls: 0.4591 d1.loss_bbox: 0.8339 d2.loss_cls: 0.4517 d2.loss_bbox: 0.8054 d3.loss_cls: 0.4443 d3.loss_bbox: 0.8022 d4.loss_cls: 0.4412 d4.loss_bbox: 0.7956 2022/12/23 04:43:42 - mmengine - INFO - Epoch(train) [4][1200/4689] lr: 1.9239e-04 eta: 1 day, 9:58:32 time: 1.2578 data_time: 0.0674 memory: 14432 grad_norm: 45.0278 loss: 7.4530 loss_cls: 0.4245 loss_bbox: 0.7813 d0.loss_cls: 0.4596 d0.loss_bbox: 0.8619 d1.loss_cls: 0.4409 d1.loss_bbox: 0.8253 d2.loss_cls: 0.4359 d2.loss_bbox: 0.7982 d3.loss_cls: 0.4271 d3.loss_bbox: 0.7910 d4.loss_cls: 0.4260 d4.loss_bbox: 0.7814 2022/12/23 04:44:45 - mmengine - INFO - Epoch(train) [4][1250/4689] lr: 1.9239e-04 eta: 1 day, 9:57:30 time: 1.2591 data_time: 0.0648 memory: 14432 grad_norm: 49.4805 loss: 7.4402 loss_cls: 0.4204 loss_bbox: 0.7854 d0.loss_cls: 0.4559 d0.loss_bbox: 0.8613 d1.loss_cls: 0.4386 d1.loss_bbox: 0.8219 d2.loss_cls: 0.4308 d2.loss_bbox: 0.7989 d3.loss_cls: 0.4203 d3.loss_bbox: 0.7988 d4.loss_cls: 0.4215 d4.loss_bbox: 0.7865 2022/12/23 04:45:48 - mmengine - INFO - Epoch(train) [4][1300/4689] lr: 1.9239e-04 eta: 1 day, 9:56:26 time: 1.2550 data_time: 0.0695 memory: 14432 grad_norm: 51.1600 loss: 7.4874 loss_cls: 0.4237 loss_bbox: 0.7908 d0.loss_cls: 0.4586 d0.loss_bbox: 0.8619 d1.loss_cls: 0.4426 d1.loss_bbox: 0.8290 d2.loss_cls: 0.4335 d2.loss_bbox: 0.8062 d3.loss_cls: 0.4260 d3.loss_bbox: 0.7993 d4.loss_cls: 0.4233 d4.loss_bbox: 0.7925 2022/12/23 04:46:51 - mmengine - INFO - Epoch(train) [4][1350/4689] lr: 1.9239e-04 eta: 1 day, 9:55:24 time: 1.2589 data_time: 0.0620 memory: 14432 grad_norm: 46.0484 loss: 7.4621 loss_cls: 0.4301 loss_bbox: 0.7811 d0.loss_cls: 0.4660 d0.loss_bbox: 0.8517 d1.loss_cls: 0.4477 d1.loss_bbox: 0.8150 d2.loss_cls: 0.4409 d2.loss_bbox: 0.7937 d3.loss_cls: 0.4352 d3.loss_bbox: 0.7876 d4.loss_cls: 0.4331 d4.loss_bbox: 0.7801 2022/12/23 04:47:54 - mmengine - INFO - Epoch(train) [4][1400/4689] lr: 1.9239e-04 eta: 1 day, 9:54:20 time: 1.2549 data_time: 0.0681 memory: 14432 grad_norm: 51.2690 loss: 7.7057 loss_cls: 0.4418 loss_bbox: 0.8081 d0.loss_cls: 0.4761 d0.loss_bbox: 0.8838 d1.loss_cls: 0.4596 d1.loss_bbox: 0.8461 d2.loss_cls: 0.4509 d2.loss_bbox: 0.8258 d3.loss_cls: 0.4477 d3.loss_bbox: 0.8145 d4.loss_cls: 0.4434 d4.loss_bbox: 0.8078 2022/12/23 04:48:57 - mmengine - INFO - Epoch(train) [4][1450/4689] lr: 1.9239e-04 eta: 1 day, 9:53:17 time: 1.2560 data_time: 0.0681 memory: 14432 grad_norm: 50.7202 loss: 7.7211 loss_cls: 0.4346 loss_bbox: 0.8173 d0.loss_cls: 0.4710 d0.loss_bbox: 0.8877 d1.loss_cls: 0.4516 d1.loss_bbox: 0.8595 d2.loss_cls: 0.4488 d2.loss_bbox: 0.8305 d3.loss_cls: 0.4397 d3.loss_bbox: 0.8257 d4.loss_cls: 0.4370 d4.loss_bbox: 0.8178 2022/12/23 04:50:00 - mmengine - INFO - Epoch(train) [4][1500/4689] lr: 1.9239e-04 eta: 1 day, 9:52:17 time: 1.2681 data_time: 0.0641 memory: 14432 grad_norm: 44.0855 loss: 7.5357 loss_cls: 0.4252 loss_bbox: 0.7931 d0.loss_cls: 0.4628 d0.loss_bbox: 0.8721 d1.loss_cls: 0.4425 d1.loss_bbox: 0.8389 d2.loss_cls: 0.4355 d2.loss_bbox: 0.8124 d3.loss_cls: 0.4292 d3.loss_bbox: 0.8039 d4.loss_cls: 0.4270 d4.loss_bbox: 0.7931 2022/12/23 04:51:03 - mmengine - INFO - Epoch(train) [4][1550/4689] lr: 1.9239e-04 eta: 1 day, 9:51:12 time: 1.2505 data_time: 0.0701 memory: 14432 grad_norm: 51.4251 loss: 7.4134 loss_cls: 0.4167 loss_bbox: 0.7826 d0.loss_cls: 0.4529 d0.loss_bbox: 0.8602 d1.loss_cls: 0.4342 d1.loss_bbox: 0.8299 d2.loss_cls: 0.4254 d2.loss_bbox: 0.7988 d3.loss_cls: 0.4205 d3.loss_bbox: 0.7914 d4.loss_cls: 0.4152 d4.loss_bbox: 0.7856 2022/12/23 04:52:06 - mmengine - INFO - Epoch(train) [4][1600/4689] lr: 1.9239e-04 eta: 1 day, 9:50:11 time: 1.2643 data_time: 0.0680 memory: 14432 grad_norm: 45.6549 loss: 7.3720 loss_cls: 0.4180 loss_bbox: 0.7759 d0.loss_cls: 0.4511 d0.loss_bbox: 0.8552 d1.loss_cls: 0.4341 d1.loss_bbox: 0.8212 d2.loss_cls: 0.4259 d2.loss_bbox: 0.7926 d3.loss_cls: 0.4172 d3.loss_bbox: 0.7864 d4.loss_cls: 0.4169 d4.loss_bbox: 0.7776 2022/12/23 04:53:08 - mmengine - INFO - Epoch(train) [4][1650/4689] lr: 1.9239e-04 eta: 1 day, 9:49:06 time: 1.2488 data_time: 0.0682 memory: 14432 grad_norm: 46.2915 loss: 7.3939 loss_cls: 0.4223 loss_bbox: 0.7735 d0.loss_cls: 0.4579 d0.loss_bbox: 0.8512 d1.loss_cls: 0.4404 d1.loss_bbox: 0.8168 d2.loss_cls: 0.4342 d2.loss_bbox: 0.7893 d3.loss_cls: 0.4272 d3.loss_bbox: 0.7815 d4.loss_cls: 0.4250 d4.loss_bbox: 0.7746 2022/12/23 04:54:11 - mmengine - INFO - Epoch(train) [4][1700/4689] lr: 1.9239e-04 eta: 1 day, 9:48:04 time: 1.2599 data_time: 0.0747 memory: 14432 grad_norm: 47.6180 loss: 7.5159 loss_cls: 0.4379 loss_bbox: 0.7794 d0.loss_cls: 0.4745 d0.loss_bbox: 0.8553 d1.loss_cls: 0.4534 d1.loss_bbox: 0.8203 d2.loss_cls: 0.4470 d2.loss_bbox: 0.7942 d3.loss_cls: 0.4422 d3.loss_bbox: 0.7898 d4.loss_cls: 0.4419 d4.loss_bbox: 0.7798 2022/12/23 04:55:13 - mmengine - INFO - Epoch(train) [4][1750/4689] lr: 1.9239e-04 eta: 1 day, 9:46:56 time: 1.2426 data_time: 0.0608 memory: 14432 grad_norm: 50.1731 loss: 7.3503 loss_cls: 0.4162 loss_bbox: 0.7726 d0.loss_cls: 0.4549 d0.loss_bbox: 0.8511 d1.loss_cls: 0.4341 d1.loss_bbox: 0.8176 d2.loss_cls: 0.4269 d2.loss_bbox: 0.7880 d3.loss_cls: 0.4191 d3.loss_bbox: 0.7801 d4.loss_cls: 0.4146 d4.loss_bbox: 0.7750 2022/12/23 04:56:16 - mmengine - INFO - Epoch(train) [4][1800/4689] lr: 1.9239e-04 eta: 1 day, 9:45:52 time: 1.2517 data_time: 0.0629 memory: 14432 grad_norm: 47.9295 loss: 7.5074 loss_cls: 0.4352 loss_bbox: 0.7830 d0.loss_cls: 0.4668 d0.loss_bbox: 0.8636 d1.loss_cls: 0.4522 d1.loss_bbox: 0.8209 d2.loss_cls: 0.4427 d2.loss_bbox: 0.7964 d3.loss_cls: 0.4379 d3.loss_bbox: 0.7898 d4.loss_cls: 0.4362 d4.loss_bbox: 0.7827 2022/12/23 04:57:19 - mmengine - INFO - Epoch(train) [4][1850/4689] lr: 1.9239e-04 eta: 1 day, 9:44:49 time: 1.2572 data_time: 0.0649 memory: 14432 grad_norm: 52.5830 loss: 7.3841 loss_cls: 0.4143 loss_bbox: 0.7788 d0.loss_cls: 0.4540 d0.loss_bbox: 0.8573 d1.loss_cls: 0.4352 d1.loss_bbox: 0.8198 d2.loss_cls: 0.4285 d2.loss_bbox: 0.7934 d3.loss_cls: 0.4206 d3.loss_bbox: 0.7865 d4.loss_cls: 0.4162 d4.loss_bbox: 0.7794 2022/12/23 04:58:22 - mmengine - INFO - Epoch(train) [4][1900/4689] lr: 1.9239e-04 eta: 1 day, 9:43:49 time: 1.2672 data_time: 0.0666 memory: 14432 grad_norm: 47.3978 loss: 7.3705 loss_cls: 0.4123 loss_bbox: 0.7792 d0.loss_cls: 0.4516 d0.loss_bbox: 0.8584 d1.loss_cls: 0.4318 d1.loss_bbox: 0.8186 d2.loss_cls: 0.4234 d2.loss_bbox: 0.7940 d3.loss_cls: 0.4160 d3.loss_bbox: 0.7910 d4.loss_cls: 0.4124 d4.loss_bbox: 0.7819 2022/12/23 04:59:04 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 04:59:25 - mmengine - INFO - Epoch(train) [4][1950/4689] lr: 1.9239e-04 eta: 1 day, 9:42:44 time: 1.2504 data_time: 0.0657 memory: 14432 grad_norm: 55.1982 loss: 7.5052 loss_cls: 0.4272 loss_bbox: 0.7842 d0.loss_cls: 0.4681 d0.loss_bbox: 0.8690 d1.loss_cls: 0.4494 d1.loss_bbox: 0.8307 d2.loss_cls: 0.4378 d2.loss_bbox: 0.8005 d3.loss_cls: 0.4298 d3.loss_bbox: 0.7939 d4.loss_cls: 0.4253 d4.loss_bbox: 0.7891 2022/12/23 05:00:29 - mmengine - INFO - Epoch(train) [4][2000/4689] lr: 1.9239e-04 eta: 1 day, 9:41:47 time: 1.2781 data_time: 0.0659 memory: 14432 grad_norm: 47.4141 loss: 7.3724 loss_cls: 0.4133 loss_bbox: 0.7771 d0.loss_cls: 0.4508 d0.loss_bbox: 0.8583 d1.loss_cls: 0.4343 d1.loss_bbox: 0.8190 d2.loss_cls: 0.4236 d2.loss_bbox: 0.7963 d3.loss_cls: 0.4171 d3.loss_bbox: 0.7884 d4.loss_cls: 0.4165 d4.loss_bbox: 0.7775 2022/12/23 05:01:31 - mmengine - INFO - Epoch(train) [4][2050/4689] lr: 1.9239e-04 eta: 1 day, 9:40:41 time: 1.2470 data_time: 0.0615 memory: 14432 grad_norm: 48.6876 loss: 7.4884 loss_cls: 0.4253 loss_bbox: 0.7846 d0.loss_cls: 0.4629 d0.loss_bbox: 0.8722 d1.loss_cls: 0.4438 d1.loss_bbox: 0.8277 d2.loss_cls: 0.4346 d2.loss_bbox: 0.8022 d3.loss_cls: 0.4286 d3.loss_bbox: 0.7947 d4.loss_cls: 0.4254 d4.loss_bbox: 0.7865 2022/12/23 05:02:35 - mmengine - INFO - Epoch(train) [4][2100/4689] lr: 1.9239e-04 eta: 1 day, 9:39:42 time: 1.2713 data_time: 0.0621 memory: 14432 grad_norm: 49.1235 loss: 7.4461 loss_cls: 0.4194 loss_bbox: 0.7848 d0.loss_cls: 0.4562 d0.loss_bbox: 0.8656 d1.loss_cls: 0.4418 d1.loss_bbox: 0.8259 d2.loss_cls: 0.4338 d2.loss_bbox: 0.7967 d3.loss_cls: 0.4256 d3.loss_bbox: 0.7909 d4.loss_cls: 0.4221 d4.loss_bbox: 0.7832 2022/12/23 05:03:39 - mmengine - INFO - Epoch(train) [4][2150/4689] lr: 1.9239e-04 eta: 1 day, 9:38:50 time: 1.2925 data_time: 0.0794 memory: 14432 grad_norm: 42.5199 loss: 7.2718 loss_cls: 0.4146 loss_bbox: 0.7602 d0.loss_cls: 0.4505 d0.loss_bbox: 0.8459 d1.loss_cls: 0.4344 d1.loss_bbox: 0.8044 d2.loss_cls: 0.4258 d2.loss_bbox: 0.7742 d3.loss_cls: 0.4177 d3.loss_bbox: 0.7672 d4.loss_cls: 0.4165 d4.loss_bbox: 0.7605 2022/12/23 05:04:42 - mmengine - INFO - Epoch(train) [4][2200/4689] lr: 1.9239e-04 eta: 1 day, 9:37:48 time: 1.2626 data_time: 0.0615 memory: 14432 grad_norm: 48.0051 loss: 7.5293 loss_cls: 0.4268 loss_bbox: 0.7896 d0.loss_cls: 0.4663 d0.loss_bbox: 0.8708 d1.loss_cls: 0.4518 d1.loss_bbox: 0.8288 d2.loss_cls: 0.4386 d2.loss_bbox: 0.8066 d3.loss_cls: 0.4326 d3.loss_bbox: 0.7987 d4.loss_cls: 0.4277 d4.loss_bbox: 0.7908 2022/12/23 05:05:45 - mmengine - INFO - Epoch(train) [4][2250/4689] lr: 1.9239e-04 eta: 1 day, 9:36:43 time: 1.2488 data_time: 0.0629 memory: 14432 grad_norm: 48.6629 loss: 7.2699 loss_cls: 0.4097 loss_bbox: 0.7665 d0.loss_cls: 0.4557 d0.loss_bbox: 0.8346 d1.loss_cls: 0.4370 d1.loss_bbox: 0.8008 d2.loss_cls: 0.4205 d2.loss_bbox: 0.7794 d3.loss_cls: 0.4139 d3.loss_bbox: 0.7737 d4.loss_cls: 0.4109 d4.loss_bbox: 0.7672 2022/12/23 05:06:48 - mmengine - INFO - Epoch(train) [4][2300/4689] lr: 1.9239e-04 eta: 1 day, 9:35:44 time: 1.2701 data_time: 0.0690 memory: 14432 grad_norm: 46.2629 loss: 7.1568 loss_cls: 0.4043 loss_bbox: 0.7509 d0.loss_cls: 0.4377 d0.loss_bbox: 0.8357 d1.loss_cls: 0.4264 d1.loss_bbox: 0.7908 d2.loss_cls: 0.4148 d2.loss_bbox: 0.7682 d3.loss_cls: 0.4063 d3.loss_bbox: 0.7629 d4.loss_cls: 0.4040 d4.loss_bbox: 0.7548 2022/12/23 05:07:51 - mmengine - INFO - Epoch(train) [4][2350/4689] lr: 1.9239e-04 eta: 1 day, 9:34:38 time: 1.2479 data_time: 0.0632 memory: 14432 grad_norm: 49.3682 loss: 7.5196 loss_cls: 0.4323 loss_bbox: 0.7859 d0.loss_cls: 0.4660 d0.loss_bbox: 0.8660 d1.loss_cls: 0.4496 d1.loss_bbox: 0.8268 d2.loss_cls: 0.4421 d2.loss_bbox: 0.8011 d3.loss_cls: 0.4366 d3.loss_bbox: 0.7943 d4.loss_cls: 0.4322 d4.loss_bbox: 0.7867 2022/12/23 05:08:54 - mmengine - INFO - Epoch(train) [4][2400/4689] lr: 1.9239e-04 eta: 1 day, 9:33:35 time: 1.2578 data_time: 0.0600 memory: 14432 grad_norm: 43.5916 loss: 7.2222 loss_cls: 0.4040 loss_bbox: 0.7639 d0.loss_cls: 0.4411 d0.loss_bbox: 0.8517 d1.loss_cls: 0.4233 d1.loss_bbox: 0.8007 d2.loss_cls: 0.4119 d2.loss_bbox: 0.7781 d3.loss_cls: 0.4079 d3.loss_bbox: 0.7703 d4.loss_cls: 0.4052 d4.loss_bbox: 0.7641 2022/12/23 05:09:56 - mmengine - INFO - Epoch(train) [4][2450/4689] lr: 1.9239e-04 eta: 1 day, 9:32:30 time: 1.2485 data_time: 0.0655 memory: 14432 grad_norm: 46.9514 loss: 7.3516 loss_cls: 0.4183 loss_bbox: 0.7733 d0.loss_cls: 0.4483 d0.loss_bbox: 0.8538 d1.loss_cls: 0.4315 d1.loss_bbox: 0.8149 d2.loss_cls: 0.4253 d2.loss_bbox: 0.7915 d3.loss_cls: 0.4210 d3.loss_bbox: 0.7819 d4.loss_cls: 0.4178 d4.loss_bbox: 0.7740 2022/12/23 05:10:59 - mmengine - INFO - Epoch(train) [4][2500/4689] lr: 1.9239e-04 eta: 1 day, 9:31:28 time: 1.2605 data_time: 0.0579 memory: 14432 grad_norm: 51.3337 loss: 7.4647 loss_cls: 0.4340 loss_bbox: 0.7733 d0.loss_cls: 0.4648 d0.loss_bbox: 0.8649 d1.loss_cls: 0.4479 d1.loss_bbox: 0.8210 d2.loss_cls: 0.4400 d2.loss_bbox: 0.7909 d3.loss_cls: 0.4342 d3.loss_bbox: 0.7854 d4.loss_cls: 0.4342 d4.loss_bbox: 0.7740 2022/12/23 05:12:03 - mmengine - INFO - Epoch(train) [4][2550/4689] lr: 1.9239e-04 eta: 1 day, 9:30:30 time: 1.2752 data_time: 0.0779 memory: 14432 grad_norm: 50.7058 loss: 7.3130 loss_cls: 0.4186 loss_bbox: 0.7670 d0.loss_cls: 0.4545 d0.loss_bbox: 0.8460 d1.loss_cls: 0.4366 d1.loss_bbox: 0.8021 d2.loss_cls: 0.4284 d2.loss_bbox: 0.7791 d3.loss_cls: 0.4206 d3.loss_bbox: 0.7750 d4.loss_cls: 0.4184 d4.loss_bbox: 0.7667 2022/12/23 05:13:05 - mmengine - INFO - Epoch(train) [4][2600/4689] lr: 1.9239e-04 eta: 1 day, 9:29:25 time: 1.2499 data_time: 0.0735 memory: 14432 grad_norm: 54.7007 loss: 7.2884 loss_cls: 0.4049 loss_bbox: 0.7744 d0.loss_cls: 0.4465 d0.loss_bbox: 0.8470 d1.loss_cls: 0.4274 d1.loss_bbox: 0.8091 d2.loss_cls: 0.4148 d2.loss_bbox: 0.7925 d3.loss_cls: 0.4053 d3.loss_bbox: 0.7865 d4.loss_cls: 0.4028 d4.loss_bbox: 0.7772 2022/12/23 05:14:07 - mmengine - INFO - Epoch(train) [4][2650/4689] lr: 1.9239e-04 eta: 1 day, 9:28:15 time: 1.2338 data_time: 0.0622 memory: 14432 grad_norm: 49.7760 loss: 7.4562 loss_cls: 0.4200 loss_bbox: 0.7868 d0.loss_cls: 0.4593 d0.loss_bbox: 0.8633 d1.loss_cls: 0.4431 d1.loss_bbox: 0.8247 d2.loss_cls: 0.4340 d2.loss_bbox: 0.7997 d3.loss_cls: 0.4240 d3.loss_bbox: 0.7935 d4.loss_cls: 0.4194 d4.loss_bbox: 0.7883 2022/12/23 05:15:10 - mmengine - INFO - Epoch(train) [4][2700/4689] lr: 1.9239e-04 eta: 1 day, 9:27:14 time: 1.2641 data_time: 0.0679 memory: 14432 grad_norm: 54.1777 loss: 7.3211 loss_cls: 0.4141 loss_bbox: 0.7711 d0.loss_cls: 0.4490 d0.loss_bbox: 0.8529 d1.loss_cls: 0.4309 d1.loss_bbox: 0.8112 d2.loss_cls: 0.4235 d2.loss_bbox: 0.7850 d3.loss_cls: 0.4147 d3.loss_bbox: 0.7822 d4.loss_cls: 0.4130 d4.loss_bbox: 0.7735 2022/12/23 05:16:14 - mmengine - INFO - Epoch(train) [4][2750/4689] lr: 1.9239e-04 eta: 1 day, 9:26:18 time: 1.2813 data_time: 0.0733 memory: 14432 grad_norm: 52.8470 loss: 7.4343 loss_cls: 0.4223 loss_bbox: 0.7795 d0.loss_cls: 0.4543 d0.loss_bbox: 0.8640 d1.loss_cls: 0.4378 d1.loss_bbox: 0.8255 d2.loss_cls: 0.4333 d2.loss_bbox: 0.7960 d3.loss_cls: 0.4249 d3.loss_bbox: 0.7911 d4.loss_cls: 0.4223 d4.loss_bbox: 0.7832 2022/12/23 05:17:17 - mmengine - INFO - Epoch(train) [4][2800/4689] lr: 1.9239e-04 eta: 1 day, 9:25:12 time: 1.2475 data_time: 0.0685 memory: 14432 grad_norm: 48.1189 loss: 7.3443 loss_cls: 0.4179 loss_bbox: 0.7708 d0.loss_cls: 0.4579 d0.loss_bbox: 0.8498 d1.loss_cls: 0.4370 d1.loss_bbox: 0.8099 d2.loss_cls: 0.4295 d2.loss_bbox: 0.7838 d3.loss_cls: 0.4234 d3.loss_bbox: 0.7748 d4.loss_cls: 0.4183 d4.loss_bbox: 0.7712 2022/12/23 05:18:19 - mmengine - INFO - Epoch(train) [4][2850/4689] lr: 1.9239e-04 eta: 1 day, 9:24:07 time: 1.2498 data_time: 0.0614 memory: 14432 grad_norm: 50.7065 loss: 7.4009 loss_cls: 0.4210 loss_bbox: 0.7760 d0.loss_cls: 0.4624 d0.loss_bbox: 0.8579 d1.loss_cls: 0.4398 d1.loss_bbox: 0.8159 d2.loss_cls: 0.4330 d2.loss_bbox: 0.7879 d3.loss_cls: 0.4253 d3.loss_bbox: 0.7830 d4.loss_cls: 0.4221 d4.loss_bbox: 0.7765 2022/12/23 05:19:23 - mmengine - INFO - Epoch(train) [4][2900/4689] lr: 1.9239e-04 eta: 1 day, 9:23:07 time: 1.2688 data_time: 0.0791 memory: 14432 grad_norm: 47.5156 loss: 7.3406 loss_cls: 0.4091 loss_bbox: 0.7784 d0.loss_cls: 0.4466 d0.loss_bbox: 0.8591 d1.loss_cls: 0.4295 d1.loss_bbox: 0.8137 d2.loss_cls: 0.4206 d2.loss_bbox: 0.7942 d3.loss_cls: 0.4130 d3.loss_bbox: 0.7872 d4.loss_cls: 0.4119 d4.loss_bbox: 0.7774 2022/12/23 05:20:04 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 05:20:26 - mmengine - INFO - Epoch(train) [4][2950/4689] lr: 1.9239e-04 eta: 1 day, 9:22:06 time: 1.2644 data_time: 0.0696 memory: 14432 grad_norm: 46.3061 loss: 7.3214 loss_cls: 0.4130 loss_bbox: 0.7700 d0.loss_cls: 0.4564 d0.loss_bbox: 0.8481 d1.loss_cls: 0.4346 d1.loss_bbox: 0.8086 d2.loss_cls: 0.4252 d2.loss_bbox: 0.7857 d3.loss_cls: 0.4168 d3.loss_bbox: 0.7800 d4.loss_cls: 0.4117 d4.loss_bbox: 0.7714 2022/12/23 05:21:30 - mmengine - INFO - Epoch(train) [4][3000/4689] lr: 1.9239e-04 eta: 1 day, 9:21:09 time: 1.2783 data_time: 0.0729 memory: 14432 grad_norm: 44.3350 loss: 7.2217 loss_cls: 0.4044 loss_bbox: 0.7617 d0.loss_cls: 0.4391 d0.loss_bbox: 0.8503 d1.loss_cls: 0.4198 d1.loss_bbox: 0.8077 d2.loss_cls: 0.4114 d2.loss_bbox: 0.7813 d3.loss_cls: 0.4040 d3.loss_bbox: 0.7748 d4.loss_cls: 0.4049 d4.loss_bbox: 0.7623 2022/12/23 05:22:33 - mmengine - INFO - Epoch(train) [4][3050/4689] lr: 1.9239e-04 eta: 1 day, 9:20:07 time: 1.2583 data_time: 0.0653 memory: 14432 grad_norm: 53.7236 loss: 7.4385 loss_cls: 0.4114 loss_bbox: 0.7885 d0.loss_cls: 0.4543 d0.loss_bbox: 0.8750 d1.loss_cls: 0.4303 d1.loss_bbox: 0.8358 d2.loss_cls: 0.4227 d2.loss_bbox: 0.8058 d3.loss_cls: 0.4169 d3.loss_bbox: 0.7950 d4.loss_cls: 0.4130 d4.loss_bbox: 0.7896 2022/12/23 05:23:35 - mmengine - INFO - Epoch(train) [4][3100/4689] lr: 1.9239e-04 eta: 1 day, 9:19:01 time: 1.2474 data_time: 0.0645 memory: 14432 grad_norm: 44.5102 loss: 7.4046 loss_cls: 0.4209 loss_bbox: 0.7734 d0.loss_cls: 0.4630 d0.loss_bbox: 0.8594 d1.loss_cls: 0.4440 d1.loss_bbox: 0.8207 d2.loss_cls: 0.4351 d2.loss_bbox: 0.7863 d3.loss_cls: 0.4267 d3.loss_bbox: 0.7792 d4.loss_cls: 0.4218 d4.loss_bbox: 0.7741 2022/12/23 05:24:37 - mmengine - INFO - Epoch(train) [4][3150/4689] lr: 1.9239e-04 eta: 1 day, 9:17:54 time: 1.2428 data_time: 0.0681 memory: 14432 grad_norm: 47.4308 loss: 7.2807 loss_cls: 0.4087 loss_bbox: 0.7668 d0.loss_cls: 0.4470 d0.loss_bbox: 0.8462 d1.loss_cls: 0.4303 d1.loss_bbox: 0.8096 d2.loss_cls: 0.4206 d2.loss_bbox: 0.7838 d3.loss_cls: 0.4149 d3.loss_bbox: 0.7748 d4.loss_cls: 0.4110 d4.loss_bbox: 0.7667 2022/12/23 05:25:39 - mmengine - INFO - Epoch(train) [4][3200/4689] lr: 1.9239e-04 eta: 1 day, 9:16:47 time: 1.2432 data_time: 0.0664 memory: 14432 grad_norm: 45.6123 loss: 7.2103 loss_cls: 0.4073 loss_bbox: 0.7580 d0.loss_cls: 0.4393 d0.loss_bbox: 0.8383 d1.loss_cls: 0.4261 d1.loss_bbox: 0.7991 d2.loss_cls: 0.4192 d2.loss_bbox: 0.7764 d3.loss_cls: 0.4128 d3.loss_bbox: 0.7663 d4.loss_cls: 0.4054 d4.loss_bbox: 0.7620 2022/12/23 05:26:43 - mmengine - INFO - Epoch(train) [4][3250/4689] lr: 1.9239e-04 eta: 1 day, 9:15:48 time: 1.2702 data_time: 0.0681 memory: 14432 grad_norm: 47.6972 loss: 7.2228 loss_cls: 0.4006 loss_bbox: 0.7680 d0.loss_cls: 0.4355 d0.loss_bbox: 0.8505 d1.loss_cls: 0.4177 d1.loss_bbox: 0.8074 d2.loss_cls: 0.4098 d2.loss_bbox: 0.7830 d3.loss_cls: 0.4052 d3.loss_bbox: 0.7760 d4.loss_cls: 0.4011 d4.loss_bbox: 0.7680 2022/12/23 05:27:46 - mmengine - INFO - Epoch(train) [4][3300/4689] lr: 1.9239e-04 eta: 1 day, 9:14:46 time: 1.2613 data_time: 0.0835 memory: 14432 grad_norm: 48.9845 loss: 7.3119 loss_cls: 0.4156 loss_bbox: 0.7656 d0.loss_cls: 0.4513 d0.loss_bbox: 0.8479 d1.loss_cls: 0.4335 d1.loss_bbox: 0.8101 d2.loss_cls: 0.4275 d2.loss_bbox: 0.7832 d3.loss_cls: 0.4208 d3.loss_bbox: 0.7735 d4.loss_cls: 0.4170 d4.loss_bbox: 0.7659 2022/12/23 05:28:50 - mmengine - INFO - Epoch(train) [4][3350/4689] lr: 1.9239e-04 eta: 1 day, 9:13:48 time: 1.2768 data_time: 0.0669 memory: 14432 grad_norm: 43.2629 loss: 7.1510 loss_cls: 0.4046 loss_bbox: 0.7506 d0.loss_cls: 0.4444 d0.loss_bbox: 0.8327 d1.loss_cls: 0.4250 d1.loss_bbox: 0.7927 d2.loss_cls: 0.4151 d2.loss_bbox: 0.7621 d3.loss_cls: 0.4102 d3.loss_bbox: 0.7563 d4.loss_cls: 0.4060 d4.loss_bbox: 0.7513 2022/12/23 05:29:52 - mmengine - INFO - Epoch(train) [4][3400/4689] lr: 1.9239e-04 eta: 1 day, 9:12:43 time: 1.2491 data_time: 0.0639 memory: 14432 grad_norm: 50.7750 loss: 7.3412 loss_cls: 0.4113 loss_bbox: 0.7790 d0.loss_cls: 0.4548 d0.loss_bbox: 0.8514 d1.loss_cls: 0.4335 d1.loss_bbox: 0.8112 d2.loss_cls: 0.4243 d2.loss_bbox: 0.7869 d3.loss_cls: 0.4144 d3.loss_bbox: 0.7834 d4.loss_cls: 0.4138 d4.loss_bbox: 0.7770 2022/12/23 05:30:55 - mmengine - INFO - Epoch(train) [4][3450/4689] lr: 1.9239e-04 eta: 1 day, 9:11:40 time: 1.2573 data_time: 0.0629 memory: 14432 grad_norm: 48.4534 loss: 7.1886 loss_cls: 0.3976 loss_bbox: 0.7605 d0.loss_cls: 0.4425 d0.loss_bbox: 0.8451 d1.loss_cls: 0.4222 d1.loss_bbox: 0.8010 d2.loss_cls: 0.4113 d2.loss_bbox: 0.7752 d3.loss_cls: 0.4016 d3.loss_bbox: 0.7709 d4.loss_cls: 0.3998 d4.loss_bbox: 0.7610 2022/12/23 05:31:57 - mmengine - INFO - Epoch(train) [4][3500/4689] lr: 1.9239e-04 eta: 1 day, 9:10:33 time: 1.2421 data_time: 0.0607 memory: 14432 grad_norm: 47.4526 loss: 7.3798 loss_cls: 0.4173 loss_bbox: 0.7762 d0.loss_cls: 0.4564 d0.loss_bbox: 0.8598 d1.loss_cls: 0.4346 d1.loss_bbox: 0.8181 d2.loss_cls: 0.4273 d2.loss_bbox: 0.7904 d3.loss_cls: 0.4198 d3.loss_bbox: 0.7857 d4.loss_cls: 0.4173 d4.loss_bbox: 0.7768 2022/12/23 05:33:00 - mmengine - INFO - Epoch(train) [4][3550/4689] lr: 1.9239e-04 eta: 1 day, 9:09:28 time: 1.2513 data_time: 0.0625 memory: 14432 grad_norm: 48.9880 loss: 7.2983 loss_cls: 0.4127 loss_bbox: 0.7688 d0.loss_cls: 0.4520 d0.loss_bbox: 0.8463 d1.loss_cls: 0.4303 d1.loss_bbox: 0.8078 d2.loss_cls: 0.4206 d2.loss_bbox: 0.7846 d3.loss_cls: 0.4124 d3.loss_bbox: 0.7803 d4.loss_cls: 0.4139 d4.loss_bbox: 0.7685 2022/12/23 05:34:03 - mmengine - INFO - Epoch(train) [4][3600/4689] lr: 1.9239e-04 eta: 1 day, 9:08:28 time: 1.2681 data_time: 0.0710 memory: 14432 grad_norm: 47.5507 loss: 7.3093 loss_cls: 0.4165 loss_bbox: 0.7681 d0.loss_cls: 0.4559 d0.loss_bbox: 0.8441 d1.loss_cls: 0.4353 d1.loss_bbox: 0.8047 d2.loss_cls: 0.4257 d2.loss_bbox: 0.7787 d3.loss_cls: 0.4183 d3.loss_bbox: 0.7758 d4.loss_cls: 0.4181 d4.loss_bbox: 0.7682 2022/12/23 05:35:06 - mmengine - INFO - Epoch(train) [4][3650/4689] lr: 1.9239e-04 eta: 1 day, 9:07:24 time: 1.2535 data_time: 0.0747 memory: 14432 grad_norm: 50.0054 loss: 7.4975 loss_cls: 0.4169 loss_bbox: 0.7942 d0.loss_cls: 0.4634 d0.loss_bbox: 0.8686 d1.loss_cls: 0.4410 d1.loss_bbox: 0.8341 d2.loss_cls: 0.4297 d2.loss_bbox: 0.8101 d3.loss_cls: 0.4215 d3.loss_bbox: 0.8037 d4.loss_cls: 0.4185 d4.loss_bbox: 0.7957 2022/12/23 05:36:10 - mmengine - INFO - Epoch(train) [4][3700/4689] lr: 1.9239e-04 eta: 1 day, 9:06:28 time: 1.2810 data_time: 0.0646 memory: 14432 grad_norm: 47.2635 loss: 7.2625 loss_cls: 0.4048 loss_bbox: 0.7701 d0.loss_cls: 0.4425 d0.loss_bbox: 0.8451 d1.loss_cls: 0.4237 d1.loss_bbox: 0.8107 d2.loss_cls: 0.4174 d2.loss_bbox: 0.7836 d3.loss_cls: 0.4104 d3.loss_bbox: 0.7772 d4.loss_cls: 0.4058 d4.loss_bbox: 0.7711 2022/12/23 05:37:13 - mmengine - INFO - Epoch(train) [4][3750/4689] lr: 1.9239e-04 eta: 1 day, 9:05:28 time: 1.2719 data_time: 0.0648 memory: 14432 grad_norm: 46.0421 loss: 7.3979 loss_cls: 0.4204 loss_bbox: 0.7752 d0.loss_cls: 0.4514 d0.loss_bbox: 0.8613 d1.loss_cls: 0.4395 d1.loss_bbox: 0.8190 d2.loss_cls: 0.4320 d2.loss_bbox: 0.7923 d3.loss_cls: 0.4231 d3.loss_bbox: 0.7868 d4.loss_cls: 0.4228 d4.loss_bbox: 0.7740 2022/12/23 05:38:16 - mmengine - INFO - Epoch(train) [4][3800/4689] lr: 1.9239e-04 eta: 1 day, 9:04:26 time: 1.2599 data_time: 0.0698 memory: 14432 grad_norm: 52.1279 loss: 7.1128 loss_cls: 0.4072 loss_bbox: 0.7433 d0.loss_cls: 0.4423 d0.loss_bbox: 0.8269 d1.loss_cls: 0.4232 d1.loss_bbox: 0.7868 d2.loss_cls: 0.4168 d2.loss_bbox: 0.7563 d3.loss_cls: 0.4090 d3.loss_bbox: 0.7496 d4.loss_cls: 0.4084 d4.loss_bbox: 0.7432 2022/12/23 05:39:18 - mmengine - INFO - Epoch(train) [4][3850/4689] lr: 1.9239e-04 eta: 1 day, 9:03:18 time: 1.2362 data_time: 0.0677 memory: 14432 grad_norm: 53.3002 loss: 7.4472 loss_cls: 0.4199 loss_bbox: 0.7832 d0.loss_cls: 0.4629 d0.loss_bbox: 0.8624 d1.loss_cls: 0.4389 d1.loss_bbox: 0.8287 d2.loss_cls: 0.4286 d2.loss_bbox: 0.7990 d3.loss_cls: 0.4218 d3.loss_bbox: 0.7947 d4.loss_cls: 0.4210 d4.loss_bbox: 0.7861 2022/12/23 05:40:22 - mmengine - INFO - Epoch(train) [4][3900/4689] lr: 1.9239e-04 eta: 1 day, 9:02:17 time: 1.2654 data_time: 0.0621 memory: 14432 grad_norm: 49.8403 loss: 7.4493 loss_cls: 0.4281 loss_bbox: 0.7804 d0.loss_cls: 0.4663 d0.loss_bbox: 0.8522 d1.loss_cls: 0.4472 d1.loss_bbox: 0.8167 d2.loss_cls: 0.4404 d2.loss_bbox: 0.7908 d3.loss_cls: 0.4332 d3.loss_bbox: 0.7837 d4.loss_cls: 0.4300 d4.loss_bbox: 0.7804 2022/12/23 05:41:03 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 05:41:25 - mmengine - INFO - Epoch(train) [4][3950/4689] lr: 1.9239e-04 eta: 1 day, 9:01:15 time: 1.2609 data_time: 0.0642 memory: 14432 grad_norm: 52.6479 loss: 7.2507 loss_cls: 0.3976 loss_bbox: 0.7756 d0.loss_cls: 0.4405 d0.loss_bbox: 0.8499 d1.loss_cls: 0.4201 d1.loss_bbox: 0.8112 d2.loss_cls: 0.4097 d2.loss_bbox: 0.7864 d3.loss_cls: 0.4005 d3.loss_bbox: 0.7847 d4.loss_cls: 0.3986 d4.loss_bbox: 0.7759 2022/12/23 05:42:27 - mmengine - INFO - Epoch(train) [4][4000/4689] lr: 1.9239e-04 eta: 1 day, 9:00:10 time: 1.2518 data_time: 0.0647 memory: 14432 grad_norm: 47.7916 loss: 7.2182 loss_cls: 0.4054 loss_bbox: 0.7608 d0.loss_cls: 0.4490 d0.loss_bbox: 0.8439 d1.loss_cls: 0.4238 d1.loss_bbox: 0.7981 d2.loss_cls: 0.4135 d2.loss_bbox: 0.7763 d3.loss_cls: 0.4066 d3.loss_bbox: 0.7728 d4.loss_cls: 0.4068 d4.loss_bbox: 0.7610 2022/12/23 05:43:30 - mmengine - INFO - Epoch(train) [4][4050/4689] lr: 1.9239e-04 eta: 1 day, 8:59:06 time: 1.2519 data_time: 0.0745 memory: 14432 grad_norm: 50.8221 loss: 7.1136 loss_cls: 0.3974 loss_bbox: 0.7513 d0.loss_cls: 0.4385 d0.loss_bbox: 0.8338 d1.loss_cls: 0.4152 d1.loss_bbox: 0.7963 d2.loss_cls: 0.4059 d2.loss_bbox: 0.7677 d3.loss_cls: 0.3973 d3.loss_bbox: 0.7625 d4.loss_cls: 0.3954 d4.loss_bbox: 0.7522 2022/12/23 05:44:33 - mmengine - INFO - Epoch(train) [4][4100/4689] lr: 1.9239e-04 eta: 1 day, 8:58:02 time: 1.2549 data_time: 0.0652 memory: 14432 grad_norm: 49.4151 loss: 7.4438 loss_cls: 0.4228 loss_bbox: 0.7811 d0.loss_cls: 0.4572 d0.loss_bbox: 0.8633 d1.loss_cls: 0.4361 d1.loss_bbox: 0.8269 d2.loss_cls: 0.4283 d2.loss_bbox: 0.8027 d3.loss_cls: 0.4247 d3.loss_bbox: 0.7931 d4.loss_cls: 0.4218 d4.loss_bbox: 0.7858 2022/12/23 05:45:35 - mmengine - INFO - Epoch(train) [4][4150/4689] lr: 1.9239e-04 eta: 1 day, 8:56:58 time: 1.2511 data_time: 0.0661 memory: 14432 grad_norm: 44.4239 loss: 7.3743 loss_cls: 0.4115 loss_bbox: 0.7821 d0.loss_cls: 0.4457 d0.loss_bbox: 0.8655 d1.loss_cls: 0.4278 d1.loss_bbox: 0.8260 d2.loss_cls: 0.4191 d2.loss_bbox: 0.7973 d3.loss_cls: 0.4152 d3.loss_bbox: 0.7901 d4.loss_cls: 0.4134 d4.loss_bbox: 0.7806 2022/12/23 05:46:39 - mmengine - INFO - Epoch(train) [4][4200/4689] lr: 1.9239e-04 eta: 1 day, 8:55:58 time: 1.2685 data_time: 0.0756 memory: 14432 grad_norm: 44.2455 loss: 7.2785 loss_cls: 0.4131 loss_bbox: 0.7623 d0.loss_cls: 0.4555 d0.loss_bbox: 0.8426 d1.loss_cls: 0.4294 d1.loss_bbox: 0.8083 d2.loss_cls: 0.4231 d2.loss_bbox: 0.7777 d3.loss_cls: 0.4186 d3.loss_bbox: 0.7711 d4.loss_cls: 0.4141 d4.loss_bbox: 0.7628 2022/12/23 05:47:41 - mmengine - INFO - Epoch(train) [4][4250/4689] lr: 1.9239e-04 eta: 1 day, 8:54:52 time: 1.2488 data_time: 0.0677 memory: 14432 grad_norm: 49.4592 loss: 7.2375 loss_cls: 0.4110 loss_bbox: 0.7605 d0.loss_cls: 0.4485 d0.loss_bbox: 0.8392 d1.loss_cls: 0.4291 d1.loss_bbox: 0.7993 d2.loss_cls: 0.4217 d2.loss_bbox: 0.7732 d3.loss_cls: 0.4160 d3.loss_bbox: 0.7672 d4.loss_cls: 0.4115 d4.loss_bbox: 0.7604 2022/12/23 05:48:44 - mmengine - INFO - Epoch(train) [4][4300/4689] lr: 1.9239e-04 eta: 1 day, 8:53:49 time: 1.2538 data_time: 0.0646 memory: 14432 grad_norm: 53.7453 loss: 7.3240 loss_cls: 0.4181 loss_bbox: 0.7693 d0.loss_cls: 0.4480 d0.loss_bbox: 0.8509 d1.loss_cls: 0.4312 d1.loss_bbox: 0.8131 d2.loss_cls: 0.4239 d2.loss_bbox: 0.7848 d3.loss_cls: 0.4197 d3.loss_bbox: 0.7772 d4.loss_cls: 0.4183 d4.loss_bbox: 0.7694 2022/12/23 05:49:47 - mmengine - INFO - Epoch(train) [4][4350/4689] lr: 1.9239e-04 eta: 1 day, 8:52:47 time: 1.2609 data_time: 0.0760 memory: 14432 grad_norm: 52.6479 loss: 7.2536 loss_cls: 0.4040 loss_bbox: 0.7666 d0.loss_cls: 0.4407 d0.loss_bbox: 0.8568 d1.loss_cls: 0.4222 d1.loss_bbox: 0.8081 d2.loss_cls: 0.4146 d2.loss_bbox: 0.7826 d3.loss_cls: 0.4057 d3.loss_bbox: 0.7796 d4.loss_cls: 0.4046 d4.loss_bbox: 0.7680 2022/12/23 05:50:50 - mmengine - INFO - Epoch(train) [4][4400/4689] lr: 1.9239e-04 eta: 1 day, 8:51:44 time: 1.2573 data_time: 0.0689 memory: 14432 grad_norm: 50.6534 loss: 7.2526 loss_cls: 0.4132 loss_bbox: 0.7631 d0.loss_cls: 0.4566 d0.loss_bbox: 0.8314 d1.loss_cls: 0.4345 d1.loss_bbox: 0.7938 d2.loss_cls: 0.4255 d2.loss_bbox: 0.7716 d3.loss_cls: 0.4197 d3.loss_bbox: 0.7664 d4.loss_cls: 0.4150 d4.loss_bbox: 0.7617 2022/12/23 05:51:53 - mmengine - INFO - Epoch(train) [4][4450/4689] lr: 1.9239e-04 eta: 1 day, 8:50:42 time: 1.2608 data_time: 0.0655 memory: 14432 grad_norm: 47.9080 loss: 7.1575 loss_cls: 0.3988 loss_bbox: 0.7598 d0.loss_cls: 0.4325 d0.loss_bbox: 0.8427 d1.loss_cls: 0.4140 d1.loss_bbox: 0.7985 d2.loss_cls: 0.4059 d2.loss_bbox: 0.7779 d3.loss_cls: 0.3989 d3.loss_bbox: 0.7687 d4.loss_cls: 0.3997 d4.loss_bbox: 0.7601 2022/12/23 05:52:55 - mmengine - INFO - Epoch(train) [4][4500/4689] lr: 1.9239e-04 eta: 1 day, 8:49:36 time: 1.2474 data_time: 0.0616 memory: 14432 grad_norm: 50.4698 loss: 7.2870 loss_cls: 0.4093 loss_bbox: 0.7727 d0.loss_cls: 0.4425 d0.loss_bbox: 0.8485 d1.loss_cls: 0.4233 d1.loss_bbox: 0.8114 d2.loss_cls: 0.4200 d2.loss_bbox: 0.7833 d3.loss_cls: 0.4135 d3.loss_bbox: 0.7790 d4.loss_cls: 0.4116 d4.loss_bbox: 0.7719 2022/12/23 05:53:57 - mmengine - INFO - Epoch(train) [4][4550/4689] lr: 1.9239e-04 eta: 1 day, 8:48:29 time: 1.2395 data_time: 0.0661 memory: 14432 grad_norm: 49.5247 loss: 7.3306 loss_cls: 0.4238 loss_bbox: 0.7648 d0.loss_cls: 0.4593 d0.loss_bbox: 0.8430 d1.loss_cls: 0.4388 d1.loss_bbox: 0.8035 d2.loss_cls: 0.4328 d2.loss_bbox: 0.7757 d3.loss_cls: 0.4263 d3.loss_bbox: 0.7725 d4.loss_cls: 0.4260 d4.loss_bbox: 0.7641 2022/12/23 05:55:00 - mmengine - INFO - Epoch(train) [4][4600/4689] lr: 1.9239e-04 eta: 1 day, 8:47:28 time: 1.2678 data_time: 0.0822 memory: 14432 grad_norm: 51.3064 loss: 7.2719 loss_cls: 0.4098 loss_bbox: 0.7638 d0.loss_cls: 0.4528 d0.loss_bbox: 0.8461 d1.loss_cls: 0.4325 d1.loss_bbox: 0.8042 d2.loss_cls: 0.4222 d2.loss_bbox: 0.7786 d3.loss_cls: 0.4167 d3.loss_bbox: 0.7700 d4.loss_cls: 0.4107 d4.loss_bbox: 0.7645 2022/12/23 05:56:04 - mmengine - INFO - Epoch(train) [4][4650/4689] lr: 1.9239e-04 eta: 1 day, 8:46:27 time: 1.2658 data_time: 0.0697 memory: 14432 grad_norm: 46.4838 loss: 7.4706 loss_cls: 0.4259 loss_bbox: 0.7808 d0.loss_cls: 0.4631 d0.loss_bbox: 0.8619 d1.loss_cls: 0.4448 d1.loss_bbox: 0.8253 d2.loss_cls: 0.4376 d2.loss_bbox: 0.7987 d3.loss_cls: 0.4310 d3.loss_bbox: 0.7923 d4.loss_cls: 0.4277 d4.loss_bbox: 0.7815 2022/12/23 05:56:51 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 05:57:56 - mmengine - INFO - Epoch(train) [5][ 50/4689] lr: 1.8660e-04 eta: 1 day, 8:44:37 time: 1.3051 data_time: 0.1053 memory: 14432 grad_norm: 45.6061 loss: 7.2258 loss_cls: 0.4050 loss_bbox: 0.7616 d0.loss_cls: 0.4456 d0.loss_bbox: 0.8459 d1.loss_cls: 0.4272 d1.loss_bbox: 0.8022 d2.loss_cls: 0.4175 d2.loss_bbox: 0.7752 d3.loss_cls: 0.4105 d3.loss_bbox: 0.7679 d4.loss_cls: 0.4061 d4.loss_bbox: 0.7611 2022/12/23 05:58:59 - mmengine - INFO - Epoch(train) [5][ 100/4689] lr: 1.8660e-04 eta: 1 day, 8:43:35 time: 1.2602 data_time: 0.0553 memory: 14432 grad_norm: 50.1249 loss: 7.2671 loss_cls: 0.4058 loss_bbox: 0.7691 d0.loss_cls: 0.4453 d0.loss_bbox: 0.8460 d1.loss_cls: 0.4241 d1.loss_bbox: 0.8078 d2.loss_cls: 0.4166 d2.loss_bbox: 0.7848 d3.loss_cls: 0.4124 d3.loss_bbox: 0.7775 d4.loss_cls: 0.4078 d4.loss_bbox: 0.7699 2022/12/23 06:00:02 - mmengine - INFO - Epoch(train) [5][ 150/4689] lr: 1.8660e-04 eta: 1 day, 8:42:31 time: 1.2559 data_time: 0.0589 memory: 14432 grad_norm: 48.7855 loss: 7.2494 loss_cls: 0.4099 loss_bbox: 0.7642 d0.loss_cls: 0.4402 d0.loss_bbox: 0.8465 d1.loss_cls: 0.4231 d1.loss_bbox: 0.8083 d2.loss_cls: 0.4166 d2.loss_bbox: 0.7811 d3.loss_cls: 0.4126 d3.loss_bbox: 0.7720 d4.loss_cls: 0.4105 d4.loss_bbox: 0.7645 2022/12/23 06:01:05 - mmengine - INFO - Epoch(train) [5][ 200/4689] lr: 1.8660e-04 eta: 1 day, 8:41:30 time: 1.2651 data_time: 0.0599 memory: 14432 grad_norm: 48.6249 loss: 7.0273 loss_cls: 0.3860 loss_bbox: 0.7500 d0.loss_cls: 0.4265 d0.loss_bbox: 0.8272 d1.loss_cls: 0.4091 d1.loss_bbox: 0.7859 d2.loss_cls: 0.3994 d2.loss_bbox: 0.7606 d3.loss_cls: 0.3900 d3.loss_bbox: 0.7550 d4.loss_cls: 0.3899 d4.loss_bbox: 0.7477 2022/12/23 06:02:00 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 06:02:07 - mmengine - INFO - Epoch(train) [5][ 250/4689] lr: 1.8660e-04 eta: 1 day, 8:40:23 time: 1.2401 data_time: 0.0601 memory: 14432 grad_norm: 53.9879 loss: 7.3660 loss_cls: 0.4214 loss_bbox: 0.7712 d0.loss_cls: 0.4628 d0.loss_bbox: 0.8476 d1.loss_cls: 0.4406 d1.loss_bbox: 0.8073 d2.loss_cls: 0.4335 d2.loss_bbox: 0.7828 d3.loss_cls: 0.4277 d3.loss_bbox: 0.7775 d4.loss_cls: 0.4242 d4.loss_bbox: 0.7694 2022/12/23 06:03:10 - mmengine - INFO - Epoch(train) [5][ 300/4689] lr: 1.8660e-04 eta: 1 day, 8:39:19 time: 1.2521 data_time: 0.0600 memory: 14432 grad_norm: 47.8151 loss: 7.1806 loss_cls: 0.3986 loss_bbox: 0.7621 d0.loss_cls: 0.4408 d0.loss_bbox: 0.8398 d1.loss_cls: 0.4221 d1.loss_bbox: 0.7964 d2.loss_cls: 0.4123 d2.loss_bbox: 0.7737 d3.loss_cls: 0.4051 d3.loss_bbox: 0.7669 d4.loss_cls: 0.4011 d4.loss_bbox: 0.7616 2022/12/23 06:04:13 - mmengine - INFO - Epoch(train) [5][ 350/4689] lr: 1.8660e-04 eta: 1 day, 8:38:20 time: 1.2754 data_time: 0.0574 memory: 14432 grad_norm: 52.1176 loss: 7.0702 loss_cls: 0.3915 loss_bbox: 0.7499 d0.loss_cls: 0.4309 d0.loss_bbox: 0.8305 d1.loss_cls: 0.4152 d1.loss_bbox: 0.7847 d2.loss_cls: 0.4064 d2.loss_bbox: 0.7619 d3.loss_cls: 0.3995 d3.loss_bbox: 0.7552 d4.loss_cls: 0.3949 d4.loss_bbox: 0.7496 2022/12/23 06:05:17 - mmengine - INFO - Epoch(train) [5][ 400/4689] lr: 1.8660e-04 eta: 1 day, 8:37:21 time: 1.2719 data_time: 0.0599 memory: 14432 grad_norm: 48.4208 loss: 7.1750 loss_cls: 0.3991 loss_bbox: 0.7603 d0.loss_cls: 0.4350 d0.loss_bbox: 0.8456 d1.loss_cls: 0.4175 d1.loss_bbox: 0.7965 d2.loss_cls: 0.4089 d2.loss_bbox: 0.7780 d3.loss_cls: 0.4025 d3.loss_bbox: 0.7699 d4.loss_cls: 0.4027 d4.loss_bbox: 0.7590 2022/12/23 06:06:20 - mmengine - INFO - Epoch(train) [5][ 450/4689] lr: 1.8660e-04 eta: 1 day, 8:36:20 time: 1.2651 data_time: 0.0685 memory: 14432 grad_norm: 48.6347 loss: 7.4829 loss_cls: 0.4253 loss_bbox: 0.7841 d0.loss_cls: 0.4673 d0.loss_bbox: 0.8628 d1.loss_cls: 0.4484 d1.loss_bbox: 0.8260 d2.loss_cls: 0.4403 d2.loss_bbox: 0.7951 d3.loss_cls: 0.4315 d3.loss_bbox: 0.7904 d4.loss_cls: 0.4269 d4.loss_bbox: 0.7848 2022/12/23 06:07:23 - mmengine - INFO - Epoch(train) [5][ 500/4689] lr: 1.8660e-04 eta: 1 day, 8:35:15 time: 1.2518 data_time: 0.0622 memory: 14432 grad_norm: 49.0923 loss: 7.2946 loss_cls: 0.4044 loss_bbox: 0.7776 d0.loss_cls: 0.4442 d0.loss_bbox: 0.8508 d1.loss_cls: 0.4242 d1.loss_bbox: 0.8081 d2.loss_cls: 0.4155 d2.loss_bbox: 0.7895 d3.loss_cls: 0.4103 d3.loss_bbox: 0.7849 d4.loss_cls: 0.4050 d4.loss_bbox: 0.7800 2022/12/23 06:08:25 - mmengine - INFO - Epoch(train) [5][ 550/4689] lr: 1.8660e-04 eta: 1 day, 8:34:08 time: 1.2404 data_time: 0.0620 memory: 14432 grad_norm: 44.8924 loss: 7.1110 loss_cls: 0.4057 loss_bbox: 0.7431 d0.loss_cls: 0.4447 d0.loss_bbox: 0.8183 d1.loss_cls: 0.4280 d1.loss_bbox: 0.7821 d2.loss_cls: 0.4186 d2.loss_bbox: 0.7577 d3.loss_cls: 0.4109 d3.loss_bbox: 0.7508 d4.loss_cls: 0.4079 d4.loss_bbox: 0.7431 2022/12/23 06:09:28 - mmengine - INFO - Epoch(train) [5][ 600/4689] lr: 1.8660e-04 eta: 1 day, 8:33:09 time: 1.2714 data_time: 0.0589 memory: 14432 grad_norm: 51.7941 loss: 7.1173 loss_cls: 0.3974 loss_bbox: 0.7544 d0.loss_cls: 0.4338 d0.loss_bbox: 0.8336 d1.loss_cls: 0.4156 d1.loss_bbox: 0.7938 d2.loss_cls: 0.4059 d2.loss_bbox: 0.7675 d3.loss_cls: 0.4007 d3.loss_bbox: 0.7621 d4.loss_cls: 0.3983 d4.loss_bbox: 0.7541 2022/12/23 06:10:31 - mmengine - INFO - Epoch(train) [5][ 650/4689] lr: 1.8660e-04 eta: 1 day, 8:32:07 time: 1.2610 data_time: 0.0631 memory: 14432 grad_norm: 50.4009 loss: 7.2049 loss_cls: 0.4120 loss_bbox: 0.7526 d0.loss_cls: 0.4505 d0.loss_bbox: 0.8335 d1.loss_cls: 0.4317 d1.loss_bbox: 0.7926 d2.loss_cls: 0.4237 d2.loss_bbox: 0.7653 d3.loss_cls: 0.4149 d3.loss_bbox: 0.7617 d4.loss_cls: 0.4119 d4.loss_bbox: 0.7544 2022/12/23 06:11:33 - mmengine - INFO - Epoch(train) [5][ 700/4689] lr: 1.8660e-04 eta: 1 day, 8:30:59 time: 1.2396 data_time: 0.0591 memory: 14432 grad_norm: 46.7801 loss: 6.9749 loss_cls: 0.3817 loss_bbox: 0.7452 d0.loss_cls: 0.4219 d0.loss_bbox: 0.8199 d1.loss_cls: 0.4078 d1.loss_bbox: 0.7806 d2.loss_cls: 0.3953 d2.loss_bbox: 0.7572 d3.loss_cls: 0.3873 d3.loss_bbox: 0.7499 d4.loss_cls: 0.3824 d4.loss_bbox: 0.7457 2022/12/23 06:12:36 - mmengine - INFO - Epoch(train) [5][ 750/4689] lr: 1.8660e-04 eta: 1 day, 8:29:56 time: 1.2558 data_time: 0.0579 memory: 14432 grad_norm: 47.8240 loss: 7.0607 loss_cls: 0.4034 loss_bbox: 0.7375 d0.loss_cls: 0.4390 d0.loss_bbox: 0.8195 d1.loss_cls: 0.4242 d1.loss_bbox: 0.7749 d2.loss_cls: 0.4160 d2.loss_bbox: 0.7510 d3.loss_cls: 0.4074 d3.loss_bbox: 0.7463 d4.loss_cls: 0.4036 d4.loss_bbox: 0.7380 2022/12/23 06:13:38 - mmengine - INFO - Epoch(train) [5][ 800/4689] lr: 1.8660e-04 eta: 1 day, 8:28:50 time: 1.2445 data_time: 0.0625 memory: 14432 grad_norm: 48.9388 loss: 7.1151 loss_cls: 0.3978 loss_bbox: 0.7506 d0.loss_cls: 0.4391 d0.loss_bbox: 0.8326 d1.loss_cls: 0.4200 d1.loss_bbox: 0.7936 d2.loss_cls: 0.4109 d2.loss_bbox: 0.7606 d3.loss_cls: 0.4033 d3.loss_bbox: 0.7561 d4.loss_cls: 0.3989 d4.loss_bbox: 0.7516 2022/12/23 06:14:41 - mmengine - INFO - Epoch(train) [5][ 850/4689] lr: 1.8660e-04 eta: 1 day, 8:27:46 time: 1.2529 data_time: 0.0669 memory: 14432 grad_norm: 48.4328 loss: 7.2570 loss_cls: 0.4167 loss_bbox: 0.7547 d0.loss_cls: 0.4541 d0.loss_bbox: 0.8413 d1.loss_cls: 0.4373 d1.loss_bbox: 0.7983 d2.loss_cls: 0.4291 d2.loss_bbox: 0.7683 d3.loss_cls: 0.4212 d3.loss_bbox: 0.7622 d4.loss_cls: 0.4189 d4.loss_bbox: 0.7549 2022/12/23 06:15:43 - mmengine - INFO - Epoch(train) [5][ 900/4689] lr: 1.8660e-04 eta: 1 day, 8:26:38 time: 1.2344 data_time: 0.0545 memory: 14432 grad_norm: 48.5575 loss: 7.1546 loss_cls: 0.4122 loss_bbox: 0.7449 d0.loss_cls: 0.4447 d0.loss_bbox: 0.8293 d1.loss_cls: 0.4289 d1.loss_bbox: 0.7860 d2.loss_cls: 0.4235 d2.loss_bbox: 0.7586 d3.loss_cls: 0.4143 d3.loss_bbox: 0.7545 d4.loss_cls: 0.4111 d4.loss_bbox: 0.7467 2022/12/23 06:16:45 - mmengine - INFO - Epoch(train) [5][ 950/4689] lr: 1.8660e-04 eta: 1 day, 8:25:33 time: 1.2499 data_time: 0.0592 memory: 14432 grad_norm: 47.0716 loss: 7.1289 loss_cls: 0.3953 loss_bbox: 0.7568 d0.loss_cls: 0.4373 d0.loss_bbox: 0.8358 d1.loss_cls: 0.4160 d1.loss_bbox: 0.7934 d2.loss_cls: 0.4080 d2.loss_bbox: 0.7691 d3.loss_cls: 0.4013 d3.loss_bbox: 0.7619 d4.loss_cls: 0.3968 d4.loss_bbox: 0.7573 2022/12/23 06:17:47 - mmengine - INFO - Epoch(train) [5][1000/4689] lr: 1.8660e-04 eta: 1 day, 8:24:27 time: 1.2420 data_time: 0.0617 memory: 14432 grad_norm: 49.5510 loss: 7.0517 loss_cls: 0.3965 loss_bbox: 0.7423 d0.loss_cls: 0.4403 d0.loss_bbox: 0.8224 d1.loss_cls: 0.4141 d1.loss_bbox: 0.7823 d2.loss_cls: 0.4079 d2.loss_bbox: 0.7556 d3.loss_cls: 0.3982 d3.loss_bbox: 0.7525 d4.loss_cls: 0.3963 d4.loss_bbox: 0.7433 2022/12/23 06:18:50 - mmengine - INFO - Epoch(train) [5][1050/4689] lr: 1.8660e-04 eta: 1 day, 8:23:21 time: 1.2470 data_time: 0.0588 memory: 14432 grad_norm: 51.1586 loss: 7.1791 loss_cls: 0.3962 loss_bbox: 0.7617 d0.loss_cls: 0.4401 d0.loss_bbox: 0.8371 d1.loss_cls: 0.4191 d1.loss_bbox: 0.8037 d2.loss_cls: 0.4103 d2.loss_bbox: 0.7770 d3.loss_cls: 0.4010 d3.loss_bbox: 0.7721 d4.loss_cls: 0.3965 d4.loss_bbox: 0.7642 2022/12/23 06:19:52 - mmengine - INFO - Epoch(train) [5][1100/4689] lr: 1.8660e-04 eta: 1 day, 8:22:18 time: 1.2537 data_time: 0.0617 memory: 14432 grad_norm: 52.8400 loss: 7.1132 loss_cls: 0.3940 loss_bbox: 0.7523 d0.loss_cls: 0.4402 d0.loss_bbox: 0.8288 d1.loss_cls: 0.4188 d1.loss_bbox: 0.7888 d2.loss_cls: 0.4088 d2.loss_bbox: 0.7695 d3.loss_cls: 0.4013 d3.loss_bbox: 0.7609 d4.loss_cls: 0.3964 d4.loss_bbox: 0.7533 2022/12/23 06:20:55 - mmengine - INFO - Epoch(train) [5][1150/4689] lr: 1.8660e-04 eta: 1 day, 8:21:11 time: 1.2417 data_time: 0.0599 memory: 14432 grad_norm: 49.7701 loss: 7.2371 loss_cls: 0.4084 loss_bbox: 0.7614 d0.loss_cls: 0.4484 d0.loss_bbox: 0.8373 d1.loss_cls: 0.4281 d1.loss_bbox: 0.8034 d2.loss_cls: 0.4186 d2.loss_bbox: 0.7780 d3.loss_cls: 0.4133 d3.loss_bbox: 0.7685 d4.loss_cls: 0.4104 d4.loss_bbox: 0.7612 2022/12/23 06:21:57 - mmengine - INFO - Epoch(train) [5][1200/4689] lr: 1.8660e-04 eta: 1 day, 8:20:06 time: 1.2486 data_time: 0.0575 memory: 14432 grad_norm: 47.3988 loss: 7.2261 loss_cls: 0.4106 loss_bbox: 0.7590 d0.loss_cls: 0.4449 d0.loss_bbox: 0.8375 d1.loss_cls: 0.4256 d1.loss_bbox: 0.8015 d2.loss_cls: 0.4207 d2.loss_bbox: 0.7733 d3.loss_cls: 0.4123 d3.loss_bbox: 0.7704 d4.loss_cls: 0.4091 d4.loss_bbox: 0.7612 2022/12/23 06:22:53 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 06:23:00 - mmengine - INFO - Epoch(train) [5][1250/4689] lr: 1.8660e-04 eta: 1 day, 8:19:06 time: 1.2672 data_time: 0.0688 memory: 14432 grad_norm: 45.6425 loss: 7.0413 loss_cls: 0.3861 loss_bbox: 0.7506 d0.loss_cls: 0.4292 d0.loss_bbox: 0.8300 d1.loss_cls: 0.4061 d1.loss_bbox: 0.7901 d2.loss_cls: 0.3976 d2.loss_bbox: 0.7654 d3.loss_cls: 0.3917 d3.loss_bbox: 0.7580 d4.loss_cls: 0.3891 d4.loss_bbox: 0.7475 2022/12/23 06:24:03 - mmengine - INFO - Epoch(train) [5][1300/4689] lr: 1.8660e-04 eta: 1 day, 8:18:01 time: 1.2494 data_time: 0.0661 memory: 14432 grad_norm: 49.3860 loss: 6.8928 loss_cls: 0.3942 loss_bbox: 0.7197 d0.loss_cls: 0.4322 d0.loss_bbox: 0.7973 d1.loss_cls: 0.4111 d1.loss_bbox: 0.7589 d2.loss_cls: 0.4019 d2.loss_bbox: 0.7361 d3.loss_cls: 0.3973 d3.loss_bbox: 0.7282 d4.loss_cls: 0.3946 d4.loss_bbox: 0.7212 2022/12/23 06:25:05 - mmengine - INFO - Epoch(train) [5][1350/4689] lr: 1.8660e-04 eta: 1 day, 8:16:54 time: 1.2412 data_time: 0.0626 memory: 14432 grad_norm: 51.2446 loss: 7.2818 loss_cls: 0.4095 loss_bbox: 0.7685 d0.loss_cls: 0.4504 d0.loss_bbox: 0.8396 d1.loss_cls: 0.4289 d1.loss_bbox: 0.8069 d2.loss_cls: 0.4204 d2.loss_bbox: 0.7856 d3.loss_cls: 0.4156 d3.loss_bbox: 0.7766 d4.loss_cls: 0.4121 d4.loss_bbox: 0.7678 2022/12/23 06:26:08 - mmengine - INFO - Epoch(train) [5][1400/4689] lr: 1.8660e-04 eta: 1 day, 8:15:51 time: 1.2538 data_time: 0.0665 memory: 14432 grad_norm: 49.6177 loss: 7.0453 loss_cls: 0.3939 loss_bbox: 0.7418 d0.loss_cls: 0.4374 d0.loss_bbox: 0.8193 d1.loss_cls: 0.4170 d1.loss_bbox: 0.7843 d2.loss_cls: 0.4086 d2.loss_bbox: 0.7541 d3.loss_cls: 0.4010 d3.loss_bbox: 0.7498 d4.loss_cls: 0.3970 d4.loss_bbox: 0.7410 2022/12/23 06:27:10 - mmengine - INFO - Epoch(train) [5][1450/4689] lr: 1.8660e-04 eta: 1 day, 8:14:45 time: 1.2434 data_time: 0.0618 memory: 14432 grad_norm: 46.6834 loss: 6.9106 loss_cls: 0.3898 loss_bbox: 0.7243 d0.loss_cls: 0.4341 d0.loss_bbox: 0.8056 d1.loss_cls: 0.4136 d1.loss_bbox: 0.7629 d2.loss_cls: 0.4035 d2.loss_bbox: 0.7359 d3.loss_cls: 0.3955 d3.loss_bbox: 0.7294 d4.loss_cls: 0.3908 d4.loss_bbox: 0.7253 2022/12/23 06:28:14 - mmengine - INFO - Epoch(train) [5][1500/4689] lr: 1.8660e-04 eta: 1 day, 8:13:46 time: 1.2754 data_time: 0.0623 memory: 14432 grad_norm: 47.1008 loss: 7.1815 loss_cls: 0.4000 loss_bbox: 0.7614 d0.loss_cls: 0.4376 d0.loss_bbox: 0.8391 d1.loss_cls: 0.4189 d1.loss_bbox: 0.7989 d2.loss_cls: 0.4135 d2.loss_bbox: 0.7733 d3.loss_cls: 0.4062 d3.loss_bbox: 0.7696 d4.loss_cls: 0.4013 d4.loss_bbox: 0.7618 2022/12/23 06:29:16 - mmengine - INFO - Epoch(train) [5][1550/4689] lr: 1.8660e-04 eta: 1 day, 8:12:40 time: 1.2465 data_time: 0.0599 memory: 14432 grad_norm: 53.3723 loss: 6.9840 loss_cls: 0.3965 loss_bbox: 0.7299 d0.loss_cls: 0.4423 d0.loss_bbox: 0.8083 d1.loss_cls: 0.4217 d1.loss_bbox: 0.7646 d2.loss_cls: 0.4122 d2.loss_bbox: 0.7409 d3.loss_cls: 0.4025 d3.loss_bbox: 0.7360 d4.loss_cls: 0.4009 d4.loss_bbox: 0.7283 2022/12/23 06:30:18 - mmengine - INFO - Epoch(train) [5][1600/4689] lr: 1.8660e-04 eta: 1 day, 8:11:36 time: 1.2515 data_time: 0.0581 memory: 14432 grad_norm: 50.6710 loss: 7.2816 loss_cls: 0.4057 loss_bbox: 0.7705 d0.loss_cls: 0.4544 d0.loss_bbox: 0.8465 d1.loss_cls: 0.4315 d1.loss_bbox: 0.8055 d2.loss_cls: 0.4234 d2.loss_bbox: 0.7798 d3.loss_cls: 0.4138 d3.loss_bbox: 0.7738 d4.loss_cls: 0.4089 d4.loss_bbox: 0.7679 2022/12/23 06:31:22 - mmengine - INFO - Epoch(train) [5][1650/4689] lr: 1.8660e-04 eta: 1 day, 8:10:35 time: 1.2646 data_time: 0.0701 memory: 14432 grad_norm: 51.8719 loss: 7.2740 loss_cls: 0.4093 loss_bbox: 0.7680 d0.loss_cls: 0.4518 d0.loss_bbox: 0.8421 d1.loss_cls: 0.4304 d1.loss_bbox: 0.8044 d2.loss_cls: 0.4195 d2.loss_bbox: 0.7821 d3.loss_cls: 0.4146 d3.loss_bbox: 0.7735 d4.loss_cls: 0.4119 d4.loss_bbox: 0.7664 2022/12/23 06:32:23 - mmengine - INFO - Epoch(train) [5][1700/4689] lr: 1.8660e-04 eta: 1 day, 8:09:25 time: 1.2231 data_time: 0.0573 memory: 14432 grad_norm: 52.7856 loss: 7.0418 loss_cls: 0.3940 loss_bbox: 0.7435 d0.loss_cls: 0.4393 d0.loss_bbox: 0.8195 d1.loss_cls: 0.4141 d1.loss_bbox: 0.7828 d2.loss_cls: 0.4037 d2.loss_bbox: 0.7581 d3.loss_cls: 0.3995 d3.loss_bbox: 0.7491 d4.loss_cls: 0.3950 d4.loss_bbox: 0.7430 2022/12/23 06:33:25 - mmengine - INFO - Epoch(train) [5][1750/4689] lr: 1.8660e-04 eta: 1 day, 8:08:17 time: 1.2362 data_time: 0.0599 memory: 14432 grad_norm: 53.3774 loss: 7.1700 loss_cls: 0.4135 loss_bbox: 0.7427 d0.loss_cls: 0.4530 d0.loss_bbox: 0.8270 d1.loss_cls: 0.4353 d1.loss_bbox: 0.7871 d2.loss_cls: 0.4249 d2.loss_bbox: 0.7574 d3.loss_cls: 0.4190 d3.loss_bbox: 0.7509 d4.loss_cls: 0.4159 d4.loss_bbox: 0.7434 2022/12/23 06:34:28 - mmengine - INFO - Epoch(train) [5][1800/4689] lr: 1.8660e-04 eta: 1 day, 8:07:15 time: 1.2610 data_time: 0.0646 memory: 14432 grad_norm: 46.6283 loss: 6.9841 loss_cls: 0.3925 loss_bbox: 0.7325 d0.loss_cls: 0.4362 d0.loss_bbox: 0.8131 d1.loss_cls: 0.4165 d1.loss_bbox: 0.7740 d2.loss_cls: 0.4027 d2.loss_bbox: 0.7501 d3.loss_cls: 0.3972 d3.loss_bbox: 0.7416 d4.loss_cls: 0.3921 d4.loss_bbox: 0.7354 2022/12/23 06:35:30 - mmengine - INFO - Epoch(train) [5][1850/4689] lr: 1.8660e-04 eta: 1 day, 8:06:08 time: 1.2412 data_time: 0.0579 memory: 14432 grad_norm: 50.3976 loss: 7.1592 loss_cls: 0.4045 loss_bbox: 0.7524 d0.loss_cls: 0.4466 d0.loss_bbox: 0.8302 d1.loss_cls: 0.4279 d1.loss_bbox: 0.7835 d2.loss_cls: 0.4182 d2.loss_bbox: 0.7672 d3.loss_cls: 0.4097 d3.loss_bbox: 0.7602 d4.loss_cls: 0.4055 d4.loss_bbox: 0.7533 2022/12/23 06:36:33 - mmengine - INFO - Epoch(train) [5][1900/4689] lr: 1.8660e-04 eta: 1 day, 8:05:08 time: 1.2664 data_time: 0.0607 memory: 14432 grad_norm: 49.7356 loss: 7.1051 loss_cls: 0.4037 loss_bbox: 0.7453 d0.loss_cls: 0.4499 d0.loss_bbox: 0.8196 d1.loss_cls: 0.4253 d1.loss_bbox: 0.7797 d2.loss_cls: 0.4128 d2.loss_bbox: 0.7591 d3.loss_cls: 0.4054 d3.loss_bbox: 0.7530 d4.loss_cls: 0.4028 d4.loss_bbox: 0.7485 2022/12/23 06:37:36 - mmengine - INFO - Epoch(train) [5][1950/4689] lr: 1.8660e-04 eta: 1 day, 8:04:04 time: 1.2536 data_time: 0.0616 memory: 14432 grad_norm: 47.2505 loss: 7.0057 loss_cls: 0.3942 loss_bbox: 0.7363 d0.loss_cls: 0.4345 d0.loss_bbox: 0.8176 d1.loss_cls: 0.4145 d1.loss_bbox: 0.7741 d2.loss_cls: 0.4066 d2.loss_bbox: 0.7516 d3.loss_cls: 0.3985 d3.loss_bbox: 0.7455 d4.loss_cls: 0.3957 d4.loss_bbox: 0.7367 2022/12/23 06:38:39 - mmengine - INFO - Epoch(train) [5][2000/4689] lr: 1.8660e-04 eta: 1 day, 8:03:01 time: 1.2558 data_time: 0.0680 memory: 14432 grad_norm: 48.7228 loss: 7.1228 loss_cls: 0.4105 loss_bbox: 0.7427 d0.loss_cls: 0.4492 d0.loss_bbox: 0.8205 d1.loss_cls: 0.4318 d1.loss_bbox: 0.7778 d2.loss_cls: 0.4198 d2.loss_bbox: 0.7533 d3.loss_cls: 0.4168 d3.loss_bbox: 0.7463 d4.loss_cls: 0.4124 d4.loss_bbox: 0.7417 2022/12/23 06:39:43 - mmengine - INFO - Epoch(train) [5][2050/4689] lr: 1.8660e-04 eta: 1 day, 8:02:03 time: 1.2810 data_time: 0.0755 memory: 14432 grad_norm: 50.5474 loss: 7.1003 loss_cls: 0.4023 loss_bbox: 0.7466 d0.loss_cls: 0.4422 d0.loss_bbox: 0.8265 d1.loss_cls: 0.4263 d1.loss_bbox: 0.7801 d2.loss_cls: 0.4147 d2.loss_bbox: 0.7557 d3.loss_cls: 0.4073 d3.loss_bbox: 0.7494 d4.loss_cls: 0.4024 d4.loss_bbox: 0.7469 2022/12/23 06:40:45 - mmengine - INFO - Epoch(train) [5][2100/4689] lr: 1.8660e-04 eta: 1 day, 8:00:57 time: 1.2425 data_time: 0.0604 memory: 14432 grad_norm: 50.7696 loss: 6.8545 loss_cls: 0.3792 loss_bbox: 0.7234 d0.loss_cls: 0.4268 d0.loss_bbox: 0.8031 d1.loss_cls: 0.4021 d1.loss_bbox: 0.7668 d2.loss_cls: 0.3905 d2.loss_bbox: 0.7422 d3.loss_cls: 0.3858 d3.loss_bbox: 0.7306 d4.loss_cls: 0.3794 d4.loss_bbox: 0.7247 2022/12/23 06:41:47 - mmengine - INFO - Epoch(train) [5][2150/4689] lr: 1.8660e-04 eta: 1 day, 7:59:51 time: 1.2411 data_time: 0.0599 memory: 14432 grad_norm: 52.7905 loss: 7.1622 loss_cls: 0.4036 loss_bbox: 0.7513 d0.loss_cls: 0.4424 d0.loss_bbox: 0.8371 d1.loss_cls: 0.4230 d1.loss_bbox: 0.7959 d2.loss_cls: 0.4132 d2.loss_bbox: 0.7671 d3.loss_cls: 0.4057 d3.loss_bbox: 0.7642 d4.loss_cls: 0.4036 d4.loss_bbox: 0.7552 2022/12/23 06:42:49 - mmengine - INFO - Epoch(train) [5][2200/4689] lr: 1.8660e-04 eta: 1 day, 7:58:44 time: 1.2372 data_time: 0.0656 memory: 14432 grad_norm: 50.7959 loss: 7.1031 loss_cls: 0.4009 loss_bbox: 0.7453 d0.loss_cls: 0.4440 d0.loss_bbox: 0.8264 d1.loss_cls: 0.4230 d1.loss_bbox: 0.7826 d2.loss_cls: 0.4135 d2.loss_bbox: 0.7601 d3.loss_cls: 0.4050 d3.loss_bbox: 0.7548 d4.loss_cls: 0.4006 d4.loss_bbox: 0.7470 2022/12/23 06:43:44 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 06:43:52 - mmengine - INFO - Epoch(train) [5][2250/4689] lr: 1.8660e-04 eta: 1 day, 7:57:41 time: 1.2601 data_time: 0.0609 memory: 14432 grad_norm: 46.0756 loss: 6.9472 loss_cls: 0.3946 loss_bbox: 0.7273 d0.loss_cls: 0.4342 d0.loss_bbox: 0.8099 d1.loss_cls: 0.4143 d1.loss_bbox: 0.7653 d2.loss_cls: 0.4023 d2.loss_bbox: 0.7437 d3.loss_cls: 0.3976 d3.loss_bbox: 0.7355 d4.loss_cls: 0.3943 d4.loss_bbox: 0.7284 2022/12/23 06:44:55 - mmengine - INFO - Epoch(train) [5][2300/4689] lr: 1.8660e-04 eta: 1 day, 7:56:40 time: 1.2620 data_time: 0.0603 memory: 14432 grad_norm: 48.8163 loss: 6.8563 loss_cls: 0.3723 loss_bbox: 0.7304 d0.loss_cls: 0.4170 d0.loss_bbox: 0.8162 d1.loss_cls: 0.3963 d1.loss_bbox: 0.7721 d2.loss_cls: 0.3870 d2.loss_bbox: 0.7450 d3.loss_cls: 0.3787 d3.loss_bbox: 0.7375 d4.loss_cls: 0.3745 d4.loss_bbox: 0.7293 2022/12/23 06:45:57 - mmengine - INFO - Epoch(train) [5][2350/4689] lr: 1.8660e-04 eta: 1 day, 7:55:36 time: 1.2527 data_time: 0.0582 memory: 14432 grad_norm: 55.3821 loss: 7.1507 loss_cls: 0.3990 loss_bbox: 0.7566 d0.loss_cls: 0.4403 d0.loss_bbox: 0.8418 d1.loss_cls: 0.4195 d1.loss_bbox: 0.7923 d2.loss_cls: 0.4087 d2.loss_bbox: 0.7709 d3.loss_cls: 0.4027 d3.loss_bbox: 0.7632 d4.loss_cls: 0.3992 d4.loss_bbox: 0.7565 2022/12/23 06:47:00 - mmengine - INFO - Epoch(train) [5][2400/4689] lr: 1.8660e-04 eta: 1 day, 7:54:31 time: 1.2461 data_time: 0.0600 memory: 14432 grad_norm: 47.1714 loss: 7.1388 loss_cls: 0.4094 loss_bbox: 0.7438 d0.loss_cls: 0.4408 d0.loss_bbox: 0.8337 d1.loss_cls: 0.4221 d1.loss_bbox: 0.7917 d2.loss_cls: 0.4127 d2.loss_bbox: 0.7654 d3.loss_cls: 0.4082 d3.loss_bbox: 0.7560 d4.loss_cls: 0.4079 d4.loss_bbox: 0.7472 2022/12/23 06:48:03 - mmengine - INFO - Epoch(train) [5][2450/4689] lr: 1.8660e-04 eta: 1 day, 7:53:28 time: 1.2594 data_time: 0.0685 memory: 14432 grad_norm: 52.6332 loss: 7.2102 loss_cls: 0.4086 loss_bbox: 0.7566 d0.loss_cls: 0.4496 d0.loss_bbox: 0.8331 d1.loss_cls: 0.4277 d1.loss_bbox: 0.7992 d2.loss_cls: 0.4218 d2.loss_bbox: 0.7694 d3.loss_cls: 0.4129 d3.loss_bbox: 0.7648 d4.loss_cls: 0.4097 d4.loss_bbox: 0.7566 2022/12/23 06:49:06 - mmengine - INFO - Epoch(train) [5][2500/4689] lr: 1.8660e-04 eta: 1 day, 7:52:28 time: 1.2690 data_time: 0.0642 memory: 14432 grad_norm: 49.5308 loss: 7.0603 loss_cls: 0.4010 loss_bbox: 0.7413 d0.loss_cls: 0.4413 d0.loss_bbox: 0.8185 d1.loss_cls: 0.4246 d1.loss_bbox: 0.7720 d2.loss_cls: 0.4133 d2.loss_bbox: 0.7532 d3.loss_cls: 0.4074 d3.loss_bbox: 0.7450 d4.loss_cls: 0.4025 d4.loss_bbox: 0.7404 2022/12/23 06:50:09 - mmengine - INFO - Epoch(train) [5][2550/4689] lr: 1.8660e-04 eta: 1 day, 7:51:24 time: 1.2536 data_time: 0.0616 memory: 14432 grad_norm: 48.2271 loss: 7.0204 loss_cls: 0.3929 loss_bbox: 0.7382 d0.loss_cls: 0.4363 d0.loss_bbox: 0.8264 d1.loss_cls: 0.4149 d1.loss_bbox: 0.7782 d2.loss_cls: 0.4037 d2.loss_bbox: 0.7531 d3.loss_cls: 0.3970 d3.loss_bbox: 0.7466 d4.loss_cls: 0.3930 d4.loss_bbox: 0.7400 2022/12/23 06:51:11 - mmengine - INFO - Epoch(train) [5][2600/4689] lr: 1.8660e-04 eta: 1 day, 7:50:18 time: 1.2413 data_time: 0.0623 memory: 14432 grad_norm: 51.3080 loss: 7.0421 loss_cls: 0.3959 loss_bbox: 0.7389 d0.loss_cls: 0.4450 d0.loss_bbox: 0.8205 d1.loss_cls: 0.4189 d1.loss_bbox: 0.7780 d2.loss_cls: 0.4106 d2.loss_bbox: 0.7513 d3.loss_cls: 0.4020 d3.loss_bbox: 0.7447 d4.loss_cls: 0.3973 d4.loss_bbox: 0.7388 2022/12/23 06:52:13 - mmengine - INFO - Epoch(train) [5][2650/4689] lr: 1.8660e-04 eta: 1 day, 7:49:14 time: 1.2506 data_time: 0.0603 memory: 14432 grad_norm: 54.9926 loss: 7.1521 loss_cls: 0.4122 loss_bbox: 0.7438 d0.loss_cls: 0.4550 d0.loss_bbox: 0.8253 d1.loss_cls: 0.4314 d1.loss_bbox: 0.7837 d2.loss_cls: 0.4226 d2.loss_bbox: 0.7562 d3.loss_cls: 0.4163 d3.loss_bbox: 0.7494 d4.loss_cls: 0.4138 d4.loss_bbox: 0.7425 2022/12/23 06:53:16 - mmengine - INFO - Epoch(train) [5][2700/4689] lr: 1.8660e-04 eta: 1 day, 7:48:08 time: 1.2429 data_time: 0.0613 memory: 14432 grad_norm: 47.1521 loss: 7.2228 loss_cls: 0.4188 loss_bbox: 0.7467 d0.loss_cls: 0.4606 d0.loss_bbox: 0.8290 d1.loss_cls: 0.4407 d1.loss_bbox: 0.7864 d2.loss_cls: 0.4319 d2.loss_bbox: 0.7616 d3.loss_cls: 0.4257 d3.loss_bbox: 0.7539 d4.loss_cls: 0.4205 d4.loss_bbox: 0.7472 2022/12/23 06:54:19 - mmengine - INFO - Epoch(train) [5][2750/4689] lr: 1.8660e-04 eta: 1 day, 7:47:06 time: 1.2599 data_time: 0.0607 memory: 14432 grad_norm: 54.5506 loss: 7.0268 loss_cls: 0.3947 loss_bbox: 0.7399 d0.loss_cls: 0.4349 d0.loss_bbox: 0.8272 d1.loss_cls: 0.4124 d1.loss_bbox: 0.7762 d2.loss_cls: 0.4048 d2.loss_bbox: 0.7541 d3.loss_cls: 0.3975 d3.loss_bbox: 0.7485 d4.loss_cls: 0.3959 d4.loss_bbox: 0.7407 2022/12/23 06:55:21 - mmengine - INFO - Epoch(train) [5][2800/4689] lr: 1.8660e-04 eta: 1 day, 7:46:00 time: 1.2454 data_time: 0.0589 memory: 14432 grad_norm: 66.5738 loss: 7.0138 loss_cls: 0.3849 loss_bbox: 0.7487 d0.loss_cls: 0.4276 d0.loss_bbox: 0.8255 d1.loss_cls: 0.4054 d1.loss_bbox: 0.7858 d2.loss_cls: 0.3985 d2.loss_bbox: 0.7596 d3.loss_cls: 0.3899 d3.loss_bbox: 0.7541 d4.loss_cls: 0.3880 d4.loss_bbox: 0.7460 2022/12/23 06:56:24 - mmengine - INFO - Epoch(train) [5][2850/4689] lr: 1.8660e-04 eta: 1 day, 7:44:57 time: 1.2545 data_time: 0.0689 memory: 14432 grad_norm: 54.7857 loss: 6.9530 loss_cls: 0.3967 loss_bbox: 0.7217 d0.loss_cls: 0.4384 d0.loss_bbox: 0.8059 d1.loss_cls: 0.4190 d1.loss_bbox: 0.7682 d2.loss_cls: 0.4065 d2.loss_bbox: 0.7422 d3.loss_cls: 0.4015 d3.loss_bbox: 0.7318 d4.loss_cls: 0.3989 d4.loss_bbox: 0.7223 2022/12/23 06:57:26 - mmengine - INFO - Epoch(train) [5][2900/4689] lr: 1.8660e-04 eta: 1 day, 7:43:54 time: 1.2566 data_time: 0.0605 memory: 14432 grad_norm: 49.7579 loss: 6.9314 loss_cls: 0.3891 loss_bbox: 0.7305 d0.loss_cls: 0.4320 d0.loss_bbox: 0.8051 d1.loss_cls: 0.4112 d1.loss_bbox: 0.7647 d2.loss_cls: 0.3984 d2.loss_bbox: 0.7462 d3.loss_cls: 0.3966 d3.loss_bbox: 0.7359 d4.loss_cls: 0.3912 d4.loss_bbox: 0.7303 2022/12/23 06:58:29 - mmengine - INFO - Epoch(train) [5][2950/4689] lr: 1.8660e-04 eta: 1 day, 7:42:49 time: 1.2456 data_time: 0.0608 memory: 14432 grad_norm: 49.7420 loss: 6.8391 loss_cls: 0.3798 loss_bbox: 0.7259 d0.loss_cls: 0.4265 d0.loss_bbox: 0.7945 d1.loss_cls: 0.4065 d1.loss_bbox: 0.7562 d2.loss_cls: 0.3935 d2.loss_bbox: 0.7341 d3.loss_cls: 0.3869 d3.loss_bbox: 0.7276 d4.loss_cls: 0.3819 d4.loss_bbox: 0.7256 2022/12/23 06:59:31 - mmengine - INFO - Epoch(train) [5][3000/4689] lr: 1.8660e-04 eta: 1 day, 7:41:45 time: 1.2533 data_time: 0.0647 memory: 14432 grad_norm: 51.9891 loss: 7.2171 loss_cls: 0.4131 loss_bbox: 0.7556 d0.loss_cls: 0.4532 d0.loss_bbox: 0.8323 d1.loss_cls: 0.4301 d1.loss_bbox: 0.7932 d2.loss_cls: 0.4206 d2.loss_bbox: 0.7690 d3.loss_cls: 0.4159 d3.loss_bbox: 0.7634 d4.loss_cls: 0.4141 d4.loss_bbox: 0.7567 2022/12/23 07:00:34 - mmengine - INFO - Epoch(train) [5][3050/4689] lr: 1.8660e-04 eta: 1 day, 7:40:43 time: 1.2607 data_time: 0.0623 memory: 14432 grad_norm: 48.1595 loss: 6.9513 loss_cls: 0.3901 loss_bbox: 0.7318 d0.loss_cls: 0.4287 d0.loss_bbox: 0.8145 d1.loss_cls: 0.4097 d1.loss_bbox: 0.7712 d2.loss_cls: 0.3994 d2.loss_bbox: 0.7483 d3.loss_cls: 0.3927 d3.loss_bbox: 0.7410 d4.loss_cls: 0.3909 d4.loss_bbox: 0.7331 2022/12/23 07:01:37 - mmengine - INFO - Epoch(train) [5][3100/4689] lr: 1.8660e-04 eta: 1 day, 7:39:41 time: 1.2574 data_time: 0.0597 memory: 14432 grad_norm: 51.4861 loss: 7.1197 loss_cls: 0.3965 loss_bbox: 0.7525 d0.loss_cls: 0.4453 d0.loss_bbox: 0.8284 d1.loss_cls: 0.4234 d1.loss_bbox: 0.7883 d2.loss_cls: 0.4107 d2.loss_bbox: 0.7645 d3.loss_cls: 0.4026 d3.loss_bbox: 0.7582 d4.loss_cls: 0.3986 d4.loss_bbox: 0.7508 2022/12/23 07:02:40 - mmengine - INFO - Epoch(train) [5][3150/4689] lr: 1.8660e-04 eta: 1 day, 7:38:37 time: 1.2556 data_time: 0.0608 memory: 14432 grad_norm: 50.7098 loss: 7.0943 loss_cls: 0.3976 loss_bbox: 0.7481 d0.loss_cls: 0.4420 d0.loss_bbox: 0.8224 d1.loss_cls: 0.4226 d1.loss_bbox: 0.7816 d2.loss_cls: 0.4097 d2.loss_bbox: 0.7636 d3.loss_cls: 0.4026 d3.loss_bbox: 0.7559 d4.loss_cls: 0.4003 d4.loss_bbox: 0.7478 2022/12/23 07:03:42 - mmengine - INFO - Epoch(train) [5][3200/4689] lr: 1.8660e-04 eta: 1 day, 7:37:33 time: 1.2476 data_time: 0.0587 memory: 14432 grad_norm: 54.8813 loss: 6.9263 loss_cls: 0.3823 loss_bbox: 0.7336 d0.loss_cls: 0.4215 d0.loss_bbox: 0.8178 d1.loss_cls: 0.4058 d1.loss_bbox: 0.7736 d2.loss_cls: 0.3971 d2.loss_bbox: 0.7480 d3.loss_cls: 0.3884 d3.loss_bbox: 0.7405 d4.loss_cls: 0.3842 d4.loss_bbox: 0.7336 2022/12/23 07:04:37 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 07:04:45 - mmengine - INFO - Epoch(train) [5][3250/4689] lr: 1.8660e-04 eta: 1 day, 7:36:28 time: 1.2462 data_time: 0.0676 memory: 14432 grad_norm: 53.2051 loss: 7.0693 loss_cls: 0.3967 loss_bbox: 0.7458 d0.loss_cls: 0.4382 d0.loss_bbox: 0.8220 d1.loss_cls: 0.4198 d1.loss_bbox: 0.7817 d2.loss_cls: 0.4087 d2.loss_bbox: 0.7573 d3.loss_cls: 0.4011 d3.loss_bbox: 0.7516 d4.loss_cls: 0.3974 d4.loss_bbox: 0.7490 2022/12/23 07:05:47 - mmengine - INFO - Epoch(train) [5][3300/4689] lr: 1.8660e-04 eta: 1 day, 7:35:23 time: 1.2503 data_time: 0.0615 memory: 14432 grad_norm: 60.1420 loss: 7.1859 loss_cls: 0.4016 loss_bbox: 0.7590 d0.loss_cls: 0.4444 d0.loss_bbox: 0.8368 d1.loss_cls: 0.4225 d1.loss_bbox: 0.7999 d2.loss_cls: 0.4119 d2.loss_bbox: 0.7757 d3.loss_cls: 0.4051 d3.loss_bbox: 0.7663 d4.loss_cls: 0.4035 d4.loss_bbox: 0.7594 2022/12/23 07:06:50 - mmengine - INFO - Epoch(train) [5][3350/4689] lr: 1.8660e-04 eta: 1 day, 7:34:20 time: 1.2548 data_time: 0.0625 memory: 14432 grad_norm: 50.6354 loss: 7.0577 loss_cls: 0.3946 loss_bbox: 0.7444 d0.loss_cls: 0.4390 d0.loss_bbox: 0.8264 d1.loss_cls: 0.4182 d1.loss_bbox: 0.7836 d2.loss_cls: 0.4049 d2.loss_bbox: 0.7570 d3.loss_cls: 0.3981 d3.loss_bbox: 0.7518 d4.loss_cls: 0.3955 d4.loss_bbox: 0.7442 2022/12/23 07:07:53 - mmengine - INFO - Epoch(train) [5][3400/4689] lr: 1.8660e-04 eta: 1 day, 7:33:16 time: 1.2500 data_time: 0.0638 memory: 14432 grad_norm: 48.9704 loss: 7.0473 loss_cls: 0.4035 loss_bbox: 0.7367 d0.loss_cls: 0.4465 d0.loss_bbox: 0.8131 d1.loss_cls: 0.4241 d1.loss_bbox: 0.7683 d2.loss_cls: 0.4151 d2.loss_bbox: 0.7478 d3.loss_cls: 0.4068 d3.loss_bbox: 0.7443 d4.loss_cls: 0.4029 d4.loss_bbox: 0.7384 2022/12/23 07:08:55 - mmengine - INFO - Epoch(train) [5][3450/4689] lr: 1.8660e-04 eta: 1 day, 7:32:10 time: 1.2442 data_time: 0.0599 memory: 14432 grad_norm: 52.6914 loss: 7.1484 loss_cls: 0.4107 loss_bbox: 0.7440 d0.loss_cls: 0.4525 d0.loss_bbox: 0.8214 d1.loss_cls: 0.4292 d1.loss_bbox: 0.7826 d2.loss_cls: 0.4199 d2.loss_bbox: 0.7633 d3.loss_cls: 0.4133 d3.loss_bbox: 0.7537 d4.loss_cls: 0.4111 d4.loss_bbox: 0.7466 2022/12/23 07:09:56 - mmengine - INFO - Epoch(train) [5][3500/4689] lr: 1.8660e-04 eta: 1 day, 7:31:03 time: 1.2343 data_time: 0.0594 memory: 14432 grad_norm: 50.6007 loss: 7.0308 loss_cls: 0.4008 loss_bbox: 0.7372 d0.loss_cls: 0.4414 d0.loss_bbox: 0.8135 d1.loss_cls: 0.4200 d1.loss_bbox: 0.7698 d2.loss_cls: 0.4118 d2.loss_bbox: 0.7499 d3.loss_cls: 0.4035 d3.loss_bbox: 0.7452 d4.loss_cls: 0.4011 d4.loss_bbox: 0.7367 2022/12/23 07:10:59 - mmengine - INFO - Epoch(train) [5][3550/4689] lr: 1.8660e-04 eta: 1 day, 7:29:58 time: 1.2446 data_time: 0.0649 memory: 14432 grad_norm: 48.4997 loss: 6.8955 loss_cls: 0.3864 loss_bbox: 0.7271 d0.loss_cls: 0.4263 d0.loss_bbox: 0.8082 d1.loss_cls: 0.4074 d1.loss_bbox: 0.7645 d2.loss_cls: 0.3966 d2.loss_bbox: 0.7409 d3.loss_cls: 0.3895 d3.loss_bbox: 0.7342 d4.loss_cls: 0.3877 d4.loss_bbox: 0.7268 2022/12/23 07:12:01 - mmengine - INFO - Epoch(train) [5][3600/4689] lr: 1.8660e-04 eta: 1 day, 7:28:52 time: 1.2423 data_time: 0.0619 memory: 14432 grad_norm: 54.6279 loss: 7.2332 loss_cls: 0.4157 loss_bbox: 0.7518 d0.loss_cls: 0.4567 d0.loss_bbox: 0.8438 d1.loss_cls: 0.4341 d1.loss_bbox: 0.7911 d2.loss_cls: 0.4219 d2.loss_bbox: 0.7698 d3.loss_cls: 0.4166 d3.loss_bbox: 0.7633 d4.loss_cls: 0.4159 d4.loss_bbox: 0.7526 2022/12/23 07:13:03 - mmengine - INFO - Epoch(train) [5][3650/4689] lr: 1.8660e-04 eta: 1 day, 7:27:47 time: 1.2452 data_time: 0.0660 memory: 14432 grad_norm: 49.0074 loss: 6.9712 loss_cls: 0.3911 loss_bbox: 0.7334 d0.loss_cls: 0.4347 d0.loss_bbox: 0.8141 d1.loss_cls: 0.4092 d1.loss_bbox: 0.7780 d2.loss_cls: 0.3995 d2.loss_bbox: 0.7505 d3.loss_cls: 0.3910 d3.loss_bbox: 0.7439 d4.loss_cls: 0.3906 d4.loss_bbox: 0.7353 2022/12/23 07:14:06 - mmengine - INFO - Epoch(train) [5][3700/4689] lr: 1.8660e-04 eta: 1 day, 7:26:46 time: 1.2663 data_time: 0.0644 memory: 14432 grad_norm: 47.9599 loss: 7.0003 loss_cls: 0.3873 loss_bbox: 0.7445 d0.loss_cls: 0.4315 d0.loss_bbox: 0.8237 d1.loss_cls: 0.4081 d1.loss_bbox: 0.7768 d2.loss_cls: 0.3992 d2.loss_bbox: 0.7548 d3.loss_cls: 0.3924 d3.loss_bbox: 0.7500 d4.loss_cls: 0.3894 d4.loss_bbox: 0.7425 2022/12/23 07:15:09 - mmengine - INFO - Epoch(train) [5][3750/4689] lr: 1.8660e-04 eta: 1 day, 7:25:40 time: 1.2442 data_time: 0.0550 memory: 14432 grad_norm: 54.7811 loss: 7.0550 loss_cls: 0.4076 loss_bbox: 0.7310 d0.loss_cls: 0.4487 d0.loss_bbox: 0.8119 d1.loss_cls: 0.4259 d1.loss_bbox: 0.7722 d2.loss_cls: 0.4166 d2.loss_bbox: 0.7489 d3.loss_cls: 0.4104 d3.loss_bbox: 0.7407 d4.loss_cls: 0.4088 d4.loss_bbox: 0.7324 2022/12/23 07:16:11 - mmengine - INFO - Epoch(train) [5][3800/4689] lr: 1.8660e-04 eta: 1 day, 7:24:38 time: 1.2562 data_time: 0.0603 memory: 14432 grad_norm: 47.8029 loss: 7.0975 loss_cls: 0.4094 loss_bbox: 0.7389 d0.loss_cls: 0.4472 d0.loss_bbox: 0.8245 d1.loss_cls: 0.4257 d1.loss_bbox: 0.7748 d2.loss_cls: 0.4168 d2.loss_bbox: 0.7526 d3.loss_cls: 0.4144 d3.loss_bbox: 0.7438 d4.loss_cls: 0.4100 d4.loss_bbox: 0.7394 2022/12/23 07:17:14 - mmengine - INFO - Epoch(train) [5][3850/4689] lr: 1.8660e-04 eta: 1 day, 7:23:33 time: 1.2494 data_time: 0.0650 memory: 14432 grad_norm: 46.0899 loss: 7.0137 loss_cls: 0.4053 loss_bbox: 0.7259 d0.loss_cls: 0.4455 d0.loss_bbox: 0.8142 d1.loss_cls: 0.4252 d1.loss_bbox: 0.7672 d2.loss_cls: 0.4156 d2.loss_bbox: 0.7415 d3.loss_cls: 0.4082 d3.loss_bbox: 0.7332 d4.loss_cls: 0.4063 d4.loss_bbox: 0.7257 2022/12/23 07:18:17 - mmengine - INFO - Epoch(train) [5][3900/4689] lr: 1.8660e-04 eta: 1 day, 7:22:33 time: 1.2711 data_time: 0.0652 memory: 14432 grad_norm: 48.0222 loss: 6.9967 loss_cls: 0.3886 loss_bbox: 0.7434 d0.loss_cls: 0.4355 d0.loss_bbox: 0.8142 d1.loss_cls: 0.4099 d1.loss_bbox: 0.7749 d2.loss_cls: 0.4009 d2.loss_bbox: 0.7531 d3.loss_cls: 0.3938 d3.loss_bbox: 0.7494 d4.loss_cls: 0.3910 d4.loss_bbox: 0.7421 2022/12/23 07:19:20 - mmengine - INFO - Epoch(train) [5][3950/4689] lr: 1.8660e-04 eta: 1 day, 7:21:29 time: 1.2475 data_time: 0.0653 memory: 14432 grad_norm: 58.0996 loss: 6.9939 loss_cls: 0.3908 loss_bbox: 0.7404 d0.loss_cls: 0.4351 d0.loss_bbox: 0.8143 d1.loss_cls: 0.4158 d1.loss_bbox: 0.7709 d2.loss_cls: 0.4036 d2.loss_bbox: 0.7493 d3.loss_cls: 0.3939 d3.loss_bbox: 0.7471 d4.loss_cls: 0.3918 d4.loss_bbox: 0.7409 2022/12/23 07:20:22 - mmengine - INFO - Epoch(train) [5][4000/4689] lr: 1.8660e-04 eta: 1 day, 7:20:24 time: 1.2488 data_time: 0.0590 memory: 14432 grad_norm: 56.8420 loss: 7.1974 loss_cls: 0.4034 loss_bbox: 0.7598 d0.loss_cls: 0.4514 d0.loss_bbox: 0.8323 d1.loss_cls: 0.4275 d1.loss_bbox: 0.7902 d2.loss_cls: 0.4185 d2.loss_bbox: 0.7722 d3.loss_cls: 0.4092 d3.loss_bbox: 0.7684 d4.loss_cls: 0.4038 d4.loss_bbox: 0.7607 2022/12/23 07:21:26 - mmengine - INFO - Epoch(train) [5][4050/4689] lr: 1.8660e-04 eta: 1 day, 7:19:26 time: 1.2799 data_time: 0.0677 memory: 14432 grad_norm: 48.1036 loss: 6.9674 loss_cls: 0.3937 loss_bbox: 0.7296 d0.loss_cls: 0.4362 d0.loss_bbox: 0.8106 d1.loss_cls: 0.4138 d1.loss_bbox: 0.7704 d2.loss_cls: 0.4028 d2.loss_bbox: 0.7475 d3.loss_cls: 0.3952 d3.loss_bbox: 0.7421 d4.loss_cls: 0.3938 d4.loss_bbox: 0.7318 2022/12/23 07:22:29 - mmengine - INFO - Epoch(train) [5][4100/4689] lr: 1.8660e-04 eta: 1 day, 7:18:22 time: 1.2536 data_time: 0.0607 memory: 14432 grad_norm: 50.6555 loss: 6.9933 loss_cls: 0.3888 loss_bbox: 0.7398 d0.loss_cls: 0.4330 d0.loss_bbox: 0.8199 d1.loss_cls: 0.4099 d1.loss_bbox: 0.7758 d2.loss_cls: 0.4012 d2.loss_bbox: 0.7522 d3.loss_cls: 0.3974 d3.loss_bbox: 0.7443 d4.loss_cls: 0.3911 d4.loss_bbox: 0.7398 2022/12/23 07:23:32 - mmengine - INFO - Epoch(train) [5][4150/4689] lr: 1.8660e-04 eta: 1 day, 7:17:22 time: 1.2666 data_time: 0.0635 memory: 14432 grad_norm: 48.4416 loss: 7.1026 loss_cls: 0.4060 loss_bbox: 0.7394 d0.loss_cls: 0.4511 d0.loss_bbox: 0.8201 d1.loss_cls: 0.4298 d1.loss_bbox: 0.7787 d2.loss_cls: 0.4196 d2.loss_bbox: 0.7531 d3.loss_cls: 0.4115 d3.loss_bbox: 0.7463 d4.loss_cls: 0.4076 d4.loss_bbox: 0.7394 2022/12/23 07:24:35 - mmengine - INFO - Epoch(train) [5][4200/4689] lr: 1.8660e-04 eta: 1 day, 7:16:16 time: 1.2447 data_time: 0.0598 memory: 14432 grad_norm: 53.7493 loss: 6.9287 loss_cls: 0.3826 loss_bbox: 0.7389 d0.loss_cls: 0.4251 d0.loss_bbox: 0.8129 d1.loss_cls: 0.4022 d1.loss_bbox: 0.7709 d2.loss_cls: 0.3917 d2.loss_bbox: 0.7506 d3.loss_cls: 0.3863 d3.loss_bbox: 0.7460 d4.loss_cls: 0.3837 d4.loss_bbox: 0.7379 2022/12/23 07:25:30 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 07:25:38 - mmengine - INFO - Epoch(train) [5][4250/4689] lr: 1.8660e-04 eta: 1 day, 7:15:14 time: 1.2604 data_time: 0.0608 memory: 14432 grad_norm: 49.9912 loss: 6.8788 loss_cls: 0.3844 loss_bbox: 0.7249 d0.loss_cls: 0.4228 d0.loss_bbox: 0.8097 d1.loss_cls: 0.4031 d1.loss_bbox: 0.7662 d2.loss_cls: 0.3939 d2.loss_bbox: 0.7422 d3.loss_cls: 0.3867 d3.loss_bbox: 0.7335 d4.loss_cls: 0.3847 d4.loss_bbox: 0.7270 2022/12/23 07:26:40 - mmengine - INFO - Epoch(train) [5][4300/4689] lr: 1.8660e-04 eta: 1 day, 7:14:09 time: 1.2417 data_time: 0.0636 memory: 14432 grad_norm: 51.9127 loss: 6.9534 loss_cls: 0.3947 loss_bbox: 0.7277 d0.loss_cls: 0.4368 d0.loss_bbox: 0.8061 d1.loss_cls: 0.4151 d1.loss_bbox: 0.7634 d2.loss_cls: 0.4067 d2.loss_bbox: 0.7413 d3.loss_cls: 0.4005 d3.loss_bbox: 0.7363 d4.loss_cls: 0.3949 d4.loss_bbox: 0.7298 2022/12/23 07:27:43 - mmengine - INFO - Epoch(train) [5][4350/4689] lr: 1.8660e-04 eta: 1 day, 7:13:07 time: 1.2638 data_time: 0.0632 memory: 14432 grad_norm: 51.1769 loss: 6.9767 loss_cls: 0.3933 loss_bbox: 0.7331 d0.loss_cls: 0.4403 d0.loss_bbox: 0.8110 d1.loss_cls: 0.4175 d1.loss_bbox: 0.7667 d2.loss_cls: 0.4074 d2.loss_bbox: 0.7434 d3.loss_cls: 0.3989 d3.loss_bbox: 0.7374 d4.loss_cls: 0.3947 d4.loss_bbox: 0.7330 2022/12/23 07:28:45 - mmengine - INFO - Epoch(train) [5][4400/4689] lr: 1.8660e-04 eta: 1 day, 7:12:03 time: 1.2500 data_time: 0.0611 memory: 14432 grad_norm: 54.7116 loss: 7.0006 loss_cls: 0.3907 loss_bbox: 0.7381 d0.loss_cls: 0.4388 d0.loss_bbox: 0.8166 d1.loss_cls: 0.4143 d1.loss_bbox: 0.7732 d2.loss_cls: 0.4034 d2.loss_bbox: 0.7515 d3.loss_cls: 0.3970 d3.loss_bbox: 0.7450 d4.loss_cls: 0.3921 d4.loss_bbox: 0.7400 2022/12/23 07:29:49 - mmengine - INFO - Epoch(train) [5][4450/4689] lr: 1.8660e-04 eta: 1 day, 7:11:02 time: 1.2640 data_time: 0.0654 memory: 14432 grad_norm: 52.3793 loss: 6.8835 loss_cls: 0.3778 loss_bbox: 0.7314 d0.loss_cls: 0.4286 d0.loss_bbox: 0.8119 d1.loss_cls: 0.4049 d1.loss_bbox: 0.7625 d2.loss_cls: 0.3924 d2.loss_bbox: 0.7426 d3.loss_cls: 0.3843 d3.loss_bbox: 0.7370 d4.loss_cls: 0.3813 d4.loss_bbox: 0.7291 2022/12/23 07:30:51 - mmengine - INFO - Epoch(train) [5][4500/4689] lr: 1.8660e-04 eta: 1 day, 7:09:56 time: 1.2445 data_time: 0.0591 memory: 14432 grad_norm: 53.3159 loss: 6.8425 loss_cls: 0.3851 loss_bbox: 0.7222 d0.loss_cls: 0.4310 d0.loss_bbox: 0.7861 d1.loss_cls: 0.4115 d1.loss_bbox: 0.7487 d2.loss_cls: 0.3996 d2.loss_bbox: 0.7310 d3.loss_cls: 0.3909 d3.loss_bbox: 0.7284 d4.loss_cls: 0.3879 d4.loss_bbox: 0.7201 2022/12/23 07:31:54 - mmengine - INFO - Epoch(train) [5][4550/4689] lr: 1.8660e-04 eta: 1 day, 7:08:54 time: 1.2616 data_time: 0.0642 memory: 14432 grad_norm: 50.1761 loss: 7.0787 loss_cls: 0.4020 loss_bbox: 0.7446 d0.loss_cls: 0.4436 d0.loss_bbox: 0.8203 d1.loss_cls: 0.4267 d1.loss_bbox: 0.7718 d2.loss_cls: 0.4137 d2.loss_bbox: 0.7543 d3.loss_cls: 0.4064 d3.loss_bbox: 0.7485 d4.loss_cls: 0.4034 d4.loss_bbox: 0.7435 2022/12/23 07:32:57 - mmengine - INFO - Epoch(train) [5][4600/4689] lr: 1.8660e-04 eta: 1 day, 7:07:53 time: 1.2636 data_time: 0.0591 memory: 14432 grad_norm: 52.3171 loss: 6.7936 loss_cls: 0.3791 loss_bbox: 0.7134 d0.loss_cls: 0.4241 d0.loss_bbox: 0.7992 d1.loss_cls: 0.4033 d1.loss_bbox: 0.7521 d2.loss_cls: 0.3919 d2.loss_bbox: 0.7287 d3.loss_cls: 0.3827 d3.loss_bbox: 0.7237 d4.loss_cls: 0.3816 d4.loss_bbox: 0.7137 2022/12/23 07:33:59 - mmengine - INFO - Epoch(train) [5][4650/4689] lr: 1.8660e-04 eta: 1 day, 7:06:48 time: 1.2472 data_time: 0.0577 memory: 14432 grad_norm: 57.9294 loss: 6.8383 loss_cls: 0.3743 loss_bbox: 0.7305 d0.loss_cls: 0.4219 d0.loss_bbox: 0.8013 d1.loss_cls: 0.4015 d1.loss_bbox: 0.7576 d2.loss_cls: 0.3906 d2.loss_bbox: 0.7398 d3.loss_cls: 0.3823 d3.loss_bbox: 0.7337 d4.loss_cls: 0.3760 d4.loss_bbox: 0.7289 2022/12/23 07:34:46 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 07:35:51 - mmengine - INFO - Epoch(train) [6][ 50/4689] lr: 1.7934e-04 eta: 1 day, 7:04:56 time: 1.3097 data_time: 0.1094 memory: 14432 grad_norm: 53.3035 loss: 6.9549 loss_cls: 0.3923 loss_bbox: 0.7301 d0.loss_cls: 0.4428 d0.loss_bbox: 0.8012 d1.loss_cls: 0.4191 d1.loss_bbox: 0.7633 d2.loss_cls: 0.4085 d2.loss_bbox: 0.7404 d3.loss_cls: 0.3988 d3.loss_bbox: 0.7344 d4.loss_cls: 0.3938 d4.loss_bbox: 0.7300 2022/12/23 07:36:54 - mmengine - INFO - Epoch(train) [6][ 100/4689] lr: 1.7934e-04 eta: 1 day, 7:03:52 time: 1.2526 data_time: 0.0655 memory: 14432 grad_norm: 50.4492 loss: 6.9253 loss_cls: 0.3919 loss_bbox: 0.7260 d0.loss_cls: 0.4400 d0.loss_bbox: 0.8054 d1.loss_cls: 0.4146 d1.loss_bbox: 0.7609 d2.loss_cls: 0.4040 d2.loss_bbox: 0.7369 d3.loss_cls: 0.3941 d3.loss_bbox: 0.7326 d4.loss_cls: 0.3921 d4.loss_bbox: 0.7268 2022/12/23 07:37:57 - mmengine - INFO - Epoch(train) [6][ 150/4689] lr: 1.7934e-04 eta: 1 day, 7:02:51 time: 1.2648 data_time: 0.0661 memory: 14432 grad_norm: 56.6699 loss: 6.8118 loss_cls: 0.3809 loss_bbox: 0.7177 d0.loss_cls: 0.4304 d0.loss_bbox: 0.7925 d1.loss_cls: 0.4021 d1.loss_bbox: 0.7562 d2.loss_cls: 0.3931 d2.loss_bbox: 0.7298 d3.loss_cls: 0.3848 d3.loss_bbox: 0.7239 d4.loss_cls: 0.3808 d4.loss_bbox: 0.7196 2022/12/23 07:39:01 - mmengine - INFO - Epoch(train) [6][ 200/4689] lr: 1.7934e-04 eta: 1 day, 7:01:52 time: 1.2790 data_time: 0.0624 memory: 14432 grad_norm: 50.0894 loss: 7.0020 loss_cls: 0.3864 loss_bbox: 0.7430 d0.loss_cls: 0.4295 d0.loss_bbox: 0.8201 d1.loss_cls: 0.4068 d1.loss_bbox: 0.7814 d2.loss_cls: 0.3973 d2.loss_bbox: 0.7601 d3.loss_cls: 0.3894 d3.loss_bbox: 0.7549 d4.loss_cls: 0.3875 d4.loss_bbox: 0.7455 2022/12/23 07:40:03 - mmengine - INFO - Epoch(train) [6][ 250/4689] lr: 1.7934e-04 eta: 1 day, 7:00:47 time: 1.2432 data_time: 0.0636 memory: 14432 grad_norm: 56.7794 loss: 7.1215 loss_cls: 0.3893 loss_bbox: 0.7594 d0.loss_cls: 0.4375 d0.loss_bbox: 0.8364 d1.loss_cls: 0.4141 d1.loss_bbox: 0.7942 d2.loss_cls: 0.4056 d2.loss_bbox: 0.7715 d3.loss_cls: 0.3957 d3.loss_bbox: 0.7671 d4.loss_cls: 0.3903 d4.loss_bbox: 0.7605 2022/12/23 07:41:06 - mmengine - INFO - Epoch(train) [6][ 300/4689] lr: 1.7934e-04 eta: 1 day, 6:59:43 time: 1.2499 data_time: 0.0628 memory: 14432 grad_norm: 55.2077 loss: 6.7615 loss_cls: 0.3785 loss_bbox: 0.7115 d0.loss_cls: 0.4237 d0.loss_bbox: 0.7871 d1.loss_cls: 0.4022 d1.loss_bbox: 0.7450 d2.loss_cls: 0.3929 d2.loss_bbox: 0.7261 d3.loss_cls: 0.3830 d3.loss_bbox: 0.7192 d4.loss_cls: 0.3781 d4.loss_bbox: 0.7141 2022/12/23 07:42:08 - mmengine - INFO - Epoch(train) [6][ 350/4689] lr: 1.7934e-04 eta: 1 day, 6:58:38 time: 1.2445 data_time: 0.0621 memory: 14432 grad_norm: 51.4125 loss: 6.8058 loss_cls: 0.3812 loss_bbox: 0.7180 d0.loss_cls: 0.4253 d0.loss_bbox: 0.7965 d1.loss_cls: 0.4052 d1.loss_bbox: 0.7488 d2.loss_cls: 0.3952 d2.loss_bbox: 0.7261 d3.loss_cls: 0.3873 d3.loss_bbox: 0.7224 d4.loss_cls: 0.3824 d4.loss_bbox: 0.7174 2022/12/23 07:43:11 - mmengine - INFO - Epoch(train) [6][ 400/4689] lr: 1.7934e-04 eta: 1 day, 6:57:37 time: 1.2690 data_time: 0.0650 memory: 14432 grad_norm: 50.9688 loss: 6.8622 loss_cls: 0.3808 loss_bbox: 0.7274 d0.loss_cls: 0.4208 d0.loss_bbox: 0.8024 d1.loss_cls: 0.3994 d1.loss_bbox: 0.7627 d2.loss_cls: 0.3916 d2.loss_bbox: 0.7428 d3.loss_cls: 0.3851 d3.loss_bbox: 0.7372 d4.loss_cls: 0.3831 d4.loss_bbox: 0.7287 2022/12/23 07:44:15 - mmengine - INFO - Epoch(train) [6][ 450/4689] lr: 1.7934e-04 eta: 1 day, 6:56:37 time: 1.2711 data_time: 0.0710 memory: 14432 grad_norm: 57.9562 loss: 6.7956 loss_cls: 0.3714 loss_bbox: 0.7254 d0.loss_cls: 0.4176 d0.loss_bbox: 0.8019 d1.loss_cls: 0.3963 d1.loss_bbox: 0.7571 d2.loss_cls: 0.3867 d2.loss_bbox: 0.7331 d3.loss_cls: 0.3758 d3.loss_bbox: 0.7319 d4.loss_cls: 0.3749 d4.loss_bbox: 0.7236 2022/12/23 07:45:19 - mmengine - INFO - Epoch(train) [6][ 500/4689] lr: 1.7934e-04 eta: 1 day, 6:55:37 time: 1.2746 data_time: 0.0632 memory: 14432 grad_norm: 49.3050 loss: 6.7222 loss_cls: 0.3749 loss_bbox: 0.7094 d0.loss_cls: 0.4217 d0.loss_bbox: 0.7868 d1.loss_cls: 0.3967 d1.loss_bbox: 0.7460 d2.loss_cls: 0.3872 d2.loss_bbox: 0.7200 d3.loss_cls: 0.3789 d3.loss_bbox: 0.7149 d4.loss_cls: 0.3781 d4.loss_bbox: 0.7074 2022/12/23 07:46:22 - mmengine - INFO - Epoch(train) [6][ 550/4689] lr: 1.7934e-04 eta: 1 day, 6:54:37 time: 1.2698 data_time: 0.0659 memory: 14432 grad_norm: 55.8084 loss: 6.7939 loss_cls: 0.3793 loss_bbox: 0.7134 d0.loss_cls: 0.4237 d0.loss_bbox: 0.8036 d1.loss_cls: 0.4006 d1.loss_bbox: 0.7546 d2.loss_cls: 0.3899 d2.loss_bbox: 0.7298 d3.loss_cls: 0.3817 d3.loss_bbox: 0.7242 d4.loss_cls: 0.3789 d4.loss_bbox: 0.7141 2022/12/23 07:46:28 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 07:47:25 - mmengine - INFO - Epoch(train) [6][ 600/4689] lr: 1.7934e-04 eta: 1 day, 6:53:34 time: 1.2573 data_time: 0.0625 memory: 14432 grad_norm: 55.1172 loss: 6.8233 loss_cls: 0.3770 loss_bbox: 0.7234 d0.loss_cls: 0.4241 d0.loss_bbox: 0.8003 d1.loss_cls: 0.4040 d1.loss_bbox: 0.7565 d2.loss_cls: 0.3903 d2.loss_bbox: 0.7342 d3.loss_cls: 0.3829 d3.loss_bbox: 0.7285 d4.loss_cls: 0.3797 d4.loss_bbox: 0.7223 2022/12/23 07:48:27 - mmengine - INFO - Epoch(train) [6][ 650/4689] lr: 1.7934e-04 eta: 1 day, 6:52:30 time: 1.2486 data_time: 0.0638 memory: 14432 grad_norm: 51.8936 loss: 6.8850 loss_cls: 0.3772 loss_bbox: 0.7316 d0.loss_cls: 0.4212 d0.loss_bbox: 0.8158 d1.loss_cls: 0.4010 d1.loss_bbox: 0.7699 d2.loss_cls: 0.3904 d2.loss_bbox: 0.7447 d3.loss_cls: 0.3833 d3.loss_bbox: 0.7372 d4.loss_cls: 0.3806 d4.loss_bbox: 0.7320 2022/12/23 07:49:31 - mmengine - INFO - Epoch(train) [6][ 700/4689] lr: 1.7934e-04 eta: 1 day, 6:51:30 time: 1.2735 data_time: 0.0618 memory: 14432 grad_norm: 55.1708 loss: 6.8276 loss_cls: 0.3779 loss_bbox: 0.7210 d0.loss_cls: 0.4211 d0.loss_bbox: 0.8026 d1.loss_cls: 0.4008 d1.loss_bbox: 0.7624 d2.loss_cls: 0.3898 d2.loss_bbox: 0.7382 d3.loss_cls: 0.3831 d3.loss_bbox: 0.7294 d4.loss_cls: 0.3796 d4.loss_bbox: 0.7214 2022/12/23 07:50:34 - mmengine - INFO - Epoch(train) [6][ 750/4689] lr: 1.7934e-04 eta: 1 day, 6:50:29 time: 1.2656 data_time: 0.0602 memory: 14432 grad_norm: 53.4043 loss: 6.9559 loss_cls: 0.3866 loss_bbox: 0.7348 d0.loss_cls: 0.4326 d0.loss_bbox: 0.8131 d1.loss_cls: 0.4103 d1.loss_bbox: 0.7711 d2.loss_cls: 0.4016 d2.loss_bbox: 0.7468 d3.loss_cls: 0.3947 d3.loss_bbox: 0.7410 d4.loss_cls: 0.3899 d4.loss_bbox: 0.7335 2022/12/23 07:51:36 - mmengine - INFO - Epoch(train) [6][ 800/4689] lr: 1.7934e-04 eta: 1 day, 6:49:23 time: 1.2425 data_time: 0.0603 memory: 14432 grad_norm: 51.7448 loss: 7.0649 loss_cls: 0.4020 loss_bbox: 0.7411 d0.loss_cls: 0.4443 d0.loss_bbox: 0.8169 d1.loss_cls: 0.4256 d1.loss_bbox: 0.7739 d2.loss_cls: 0.4137 d2.loss_bbox: 0.7512 d3.loss_cls: 0.4088 d3.loss_bbox: 0.7439 d4.loss_cls: 0.4050 d4.loss_bbox: 0.7387 2022/12/23 07:52:40 - mmengine - INFO - Epoch(train) [6][ 850/4689] lr: 1.7934e-04 eta: 1 day, 6:48:24 time: 1.2775 data_time: 0.0665 memory: 14432 grad_norm: 54.1009 loss: 6.7928 loss_cls: 0.3737 loss_bbox: 0.7218 d0.loss_cls: 0.4215 d0.loss_bbox: 0.7945 d1.loss_cls: 0.4003 d1.loss_bbox: 0.7523 d2.loss_cls: 0.3893 d2.loss_bbox: 0.7330 d3.loss_cls: 0.3801 d3.loss_bbox: 0.7284 d4.loss_cls: 0.3753 d4.loss_bbox: 0.7227 2022/12/23 07:53:44 - mmengine - INFO - Epoch(train) [6][ 900/4689] lr: 1.7934e-04 eta: 1 day, 6:47:24 time: 1.2709 data_time: 0.0724 memory: 14432 grad_norm: 52.8357 loss: 6.7697 loss_cls: 0.3850 loss_bbox: 0.7071 d0.loss_cls: 0.4239 d0.loss_bbox: 0.7924 d1.loss_cls: 0.4040 d1.loss_bbox: 0.7443 d2.loss_cls: 0.3937 d2.loss_bbox: 0.7229 d3.loss_cls: 0.3882 d3.loss_bbox: 0.7150 d4.loss_cls: 0.3851 d4.loss_bbox: 0.7080 2022/12/23 07:54:48 - mmengine - INFO - Epoch(train) [6][ 950/4689] lr: 1.7934e-04 eta: 1 day, 6:46:25 time: 1.2759 data_time: 0.0685 memory: 14432 grad_norm: 48.7445 loss: 6.7497 loss_cls: 0.3737 loss_bbox: 0.7126 d0.loss_cls: 0.4168 d0.loss_bbox: 0.7907 d1.loss_cls: 0.4002 d1.loss_bbox: 0.7501 d2.loss_cls: 0.3889 d2.loss_bbox: 0.7255 d3.loss_cls: 0.3800 d3.loss_bbox: 0.7203 d4.loss_cls: 0.3764 d4.loss_bbox: 0.7145 2022/12/23 07:55:51 - mmengine - INFO - Epoch(train) [6][1000/4689] lr: 1.7934e-04 eta: 1 day, 6:45:22 time: 1.2597 data_time: 0.0692 memory: 14432 grad_norm: 52.5842 loss: 6.8494 loss_cls: 0.3837 loss_bbox: 0.7183 d0.loss_cls: 0.4331 d0.loss_bbox: 0.7988 d1.loss_cls: 0.4087 d1.loss_bbox: 0.7538 d2.loss_cls: 0.3970 d2.loss_bbox: 0.7334 d3.loss_cls: 0.3898 d3.loss_bbox: 0.7277 d4.loss_cls: 0.3849 d4.loss_bbox: 0.7201 2022/12/23 07:56:53 - mmengine - INFO - Epoch(train) [6][1050/4689] lr: 1.7934e-04 eta: 1 day, 6:44:18 time: 1.2514 data_time: 0.0643 memory: 14432 grad_norm: 55.3230 loss: 6.8031 loss_cls: 0.3798 loss_bbox: 0.7149 d0.loss_cls: 0.4285 d0.loss_bbox: 0.7962 d1.loss_cls: 0.4024 d1.loss_bbox: 0.7541 d2.loss_cls: 0.3894 d2.loss_bbox: 0.7314 d3.loss_cls: 0.3826 d3.loss_bbox: 0.7256 d4.loss_cls: 0.3792 d4.loss_bbox: 0.7192 2022/12/23 07:57:56 - mmengine - INFO - Epoch(train) [6][1100/4689] lr: 1.7934e-04 eta: 1 day, 6:43:14 time: 1.2487 data_time: 0.0664 memory: 14432 grad_norm: 49.1347 loss: 6.8892 loss_cls: 0.3894 loss_bbox: 0.7210 d0.loss_cls: 0.4344 d0.loss_bbox: 0.8048 d1.loss_cls: 0.4142 d1.loss_bbox: 0.7548 d2.loss_cls: 0.4026 d2.loss_bbox: 0.7336 d3.loss_cls: 0.3945 d3.loss_bbox: 0.7277 d4.loss_cls: 0.3905 d4.loss_bbox: 0.7218 2022/12/23 07:58:59 - mmengine - INFO - Epoch(train) [6][1150/4689] lr: 1.7934e-04 eta: 1 day, 6:42:13 time: 1.2697 data_time: 0.0660 memory: 14432 grad_norm: 49.6781 loss: 6.8458 loss_cls: 0.3882 loss_bbox: 0.7153 d0.loss_cls: 0.4325 d0.loss_bbox: 0.7962 d1.loss_cls: 0.4113 d1.loss_bbox: 0.7524 d2.loss_cls: 0.3990 d2.loss_bbox: 0.7300 d3.loss_cls: 0.3952 d3.loss_bbox: 0.7204 d4.loss_cls: 0.3916 d4.loss_bbox: 0.7138 2022/12/23 08:00:02 - mmengine - INFO - Epoch(train) [6][1200/4689] lr: 1.7934e-04 eta: 1 day, 6:41:11 time: 1.2607 data_time: 0.0690 memory: 14432 grad_norm: 52.0228 loss: 6.8539 loss_cls: 0.3844 loss_bbox: 0.7228 d0.loss_cls: 0.4262 d0.loss_bbox: 0.8025 d1.loss_cls: 0.4058 d1.loss_bbox: 0.7594 d2.loss_cls: 0.3937 d2.loss_bbox: 0.7342 d3.loss_cls: 0.3868 d3.loss_bbox: 0.7288 d4.loss_cls: 0.3863 d4.loss_bbox: 0.7230 2022/12/23 08:01:06 - mmengine - INFO - Epoch(train) [6][1250/4689] lr: 1.7934e-04 eta: 1 day, 6:40:11 time: 1.2724 data_time: 0.0600 memory: 14432 grad_norm: 48.3805 loss: 6.7584 loss_cls: 0.3740 loss_bbox: 0.7150 d0.loss_cls: 0.4199 d0.loss_bbox: 0.7931 d1.loss_cls: 0.3997 d1.loss_bbox: 0.7480 d2.loss_cls: 0.3879 d2.loss_bbox: 0.7270 d3.loss_cls: 0.3827 d3.loss_bbox: 0.7196 d4.loss_cls: 0.3764 d4.loss_bbox: 0.7151 2022/12/23 08:02:09 - mmengine - INFO - Epoch(train) [6][1300/4689] lr: 1.7934e-04 eta: 1 day, 6:39:11 time: 1.2733 data_time: 0.0816 memory: 14432 grad_norm: 59.8295 loss: 6.7844 loss_cls: 0.3732 loss_bbox: 0.7183 d0.loss_cls: 0.4165 d0.loss_bbox: 0.8043 d1.loss_cls: 0.3961 d1.loss_bbox: 0.7570 d2.loss_cls: 0.3845 d2.loss_bbox: 0.7351 d3.loss_cls: 0.3791 d3.loss_bbox: 0.7255 d4.loss_cls: 0.3735 d4.loss_bbox: 0.7213 2022/12/23 08:03:13 - mmengine - INFO - Epoch(train) [6][1350/4689] lr: 1.7934e-04 eta: 1 day, 6:38:11 time: 1.2704 data_time: 0.0634 memory: 14432 grad_norm: 49.6188 loss: 6.8926 loss_cls: 0.3882 loss_bbox: 0.7236 d0.loss_cls: 0.4332 d0.loss_bbox: 0.8029 d1.loss_cls: 0.4105 d1.loss_bbox: 0.7574 d2.loss_cls: 0.4020 d2.loss_bbox: 0.7374 d3.loss_cls: 0.3935 d3.loss_bbox: 0.7311 d4.loss_cls: 0.3891 d4.loss_bbox: 0.7237 2022/12/23 08:04:16 - mmengine - INFO - Epoch(train) [6][1400/4689] lr: 1.7934e-04 eta: 1 day, 6:37:07 time: 1.2499 data_time: 0.0599 memory: 14432 grad_norm: 52.0407 loss: 6.7640 loss_cls: 0.3712 loss_bbox: 0.7197 d0.loss_cls: 0.4190 d0.loss_bbox: 0.7931 d1.loss_cls: 0.3986 d1.loss_bbox: 0.7514 d2.loss_cls: 0.3878 d2.loss_bbox: 0.7274 d3.loss_cls: 0.3796 d3.loss_bbox: 0.7226 d4.loss_cls: 0.3729 d4.loss_bbox: 0.7206 2022/12/23 08:05:18 - mmengine - INFO - Epoch(train) [6][1450/4689] lr: 1.7934e-04 eta: 1 day, 6:36:03 time: 1.2511 data_time: 0.0620 memory: 14432 grad_norm: 48.3063 loss: 6.8749 loss_cls: 0.3818 loss_bbox: 0.7269 d0.loss_cls: 0.4271 d0.loss_bbox: 0.8078 d1.loss_cls: 0.4062 d1.loss_bbox: 0.7641 d2.loss_cls: 0.3962 d2.loss_bbox: 0.7362 d3.loss_cls: 0.3874 d3.loss_bbox: 0.7304 d4.loss_cls: 0.3828 d4.loss_bbox: 0.7278 2022/12/23 08:06:22 - mmengine - INFO - Epoch(train) [6][1500/4689] lr: 1.7934e-04 eta: 1 day, 6:35:02 time: 1.2696 data_time: 0.0653 memory: 14432 grad_norm: 49.2775 loss: 6.6901 loss_cls: 0.3648 loss_bbox: 0.7104 d0.loss_cls: 0.4084 d0.loss_bbox: 0.7940 d1.loss_cls: 0.3916 d1.loss_bbox: 0.7471 d2.loss_cls: 0.3791 d2.loss_bbox: 0.7272 d3.loss_cls: 0.3702 d3.loss_bbox: 0.7192 d4.loss_cls: 0.3676 d4.loss_bbox: 0.7106 2022/12/23 08:07:24 - mmengine - INFO - Epoch(train) [6][1550/4689] lr: 1.7934e-04 eta: 1 day, 6:33:58 time: 1.2499 data_time: 0.0609 memory: 14432 grad_norm: 50.1299 loss: 7.0397 loss_cls: 0.4019 loss_bbox: 0.7360 d0.loss_cls: 0.4464 d0.loss_bbox: 0.8116 d1.loss_cls: 0.4243 d1.loss_bbox: 0.7719 d2.loss_cls: 0.4134 d2.loss_bbox: 0.7472 d3.loss_cls: 0.4084 d3.loss_bbox: 0.7393 d4.loss_cls: 0.4049 d4.loss_bbox: 0.7344 2022/12/23 08:07:31 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 08:08:28 - mmengine - INFO - Epoch(train) [6][1600/4689] lr: 1.7934e-04 eta: 1 day, 6:33:00 time: 1.2867 data_time: 0.0669 memory: 14432 grad_norm: 49.6665 loss: 6.8048 loss_cls: 0.3843 loss_bbox: 0.7144 d0.loss_cls: 0.4270 d0.loss_bbox: 0.7919 d1.loss_cls: 0.4036 d1.loss_bbox: 0.7521 d2.loss_cls: 0.3936 d2.loss_bbox: 0.7286 d3.loss_cls: 0.3868 d3.loss_bbox: 0.7227 d4.loss_cls: 0.3854 d4.loss_bbox: 0.7145 2022/12/23 08:09:31 - mmengine - INFO - Epoch(train) [6][1650/4689] lr: 1.7934e-04 eta: 1 day, 6:31:57 time: 1.2528 data_time: 0.0652 memory: 14432 grad_norm: 52.4350 loss: 6.7503 loss_cls: 0.3750 loss_bbox: 0.7144 d0.loss_cls: 0.4222 d0.loss_bbox: 0.7923 d1.loss_cls: 0.3959 d1.loss_bbox: 0.7502 d2.loss_cls: 0.3866 d2.loss_bbox: 0.7236 d3.loss_cls: 0.3797 d3.loss_bbox: 0.7191 d4.loss_cls: 0.3758 d4.loss_bbox: 0.7154 2022/12/23 08:10:33 - mmengine - INFO - Epoch(train) [6][1700/4689] lr: 1.7934e-04 eta: 1 day, 6:30:51 time: 1.2397 data_time: 0.0645 memory: 14432 grad_norm: 56.1274 loss: 6.6750 loss_cls: 0.3629 loss_bbox: 0.7139 d0.loss_cls: 0.4112 d0.loss_bbox: 0.7849 d1.loss_cls: 0.3861 d1.loss_bbox: 0.7476 d2.loss_cls: 0.3758 d2.loss_bbox: 0.7238 d3.loss_cls: 0.3694 d3.loss_bbox: 0.7197 d4.loss_cls: 0.3646 d4.loss_bbox: 0.7151 2022/12/23 08:11:35 - mmengine - INFO - Epoch(train) [6][1750/4689] lr: 1.7934e-04 eta: 1 day, 6:29:47 time: 1.2483 data_time: 0.0627 memory: 14432 grad_norm: 52.4438 loss: 6.8228 loss_cls: 0.3748 loss_bbox: 0.7214 d0.loss_cls: 0.4253 d0.loss_bbox: 0.8086 d1.loss_cls: 0.4004 d1.loss_bbox: 0.7622 d2.loss_cls: 0.3887 d2.loss_bbox: 0.7332 d3.loss_cls: 0.3811 d3.loss_bbox: 0.7284 d4.loss_cls: 0.3770 d4.loss_bbox: 0.7215 2022/12/23 08:12:38 - mmengine - INFO - Epoch(train) [6][1800/4689] lr: 1.7934e-04 eta: 1 day, 6:28:43 time: 1.2516 data_time: 0.0623 memory: 14432 grad_norm: 50.5759 loss: 6.8258 loss_cls: 0.3829 loss_bbox: 0.7179 d0.loss_cls: 0.4390 d0.loss_bbox: 0.7877 d1.loss_cls: 0.4120 d1.loss_bbox: 0.7480 d2.loss_cls: 0.3983 d2.loss_bbox: 0.7268 d3.loss_cls: 0.3902 d3.loss_bbox: 0.7215 d4.loss_cls: 0.3842 d4.loss_bbox: 0.7173 2022/12/23 08:13:41 - mmengine - INFO - Epoch(train) [6][1850/4689] lr: 1.7934e-04 eta: 1 day, 6:27:39 time: 1.2495 data_time: 0.0611 memory: 14432 grad_norm: 51.0154 loss: 6.8412 loss_cls: 0.3872 loss_bbox: 0.7134 d0.loss_cls: 0.4320 d0.loss_bbox: 0.7976 d1.loss_cls: 0.4067 d1.loss_bbox: 0.7587 d2.loss_cls: 0.3975 d2.loss_bbox: 0.7322 d3.loss_cls: 0.3918 d3.loss_bbox: 0.7216 d4.loss_cls: 0.3873 d4.loss_bbox: 0.7154 2022/12/23 08:14:43 - mmengine - INFO - Epoch(train) [6][1900/4689] lr: 1.7934e-04 eta: 1 day, 6:26:34 time: 1.2472 data_time: 0.0702 memory: 14432 grad_norm: 50.6159 loss: 6.6721 loss_cls: 0.3690 loss_bbox: 0.7018 d0.loss_cls: 0.4229 d0.loss_bbox: 0.7866 d1.loss_cls: 0.3947 d1.loss_bbox: 0.7390 d2.loss_cls: 0.3834 d2.loss_bbox: 0.7178 d3.loss_cls: 0.3755 d3.loss_bbox: 0.7099 d4.loss_cls: 0.3707 d4.loss_bbox: 0.7009 2022/12/23 08:15:47 - mmengine - INFO - Epoch(train) [6][1950/4689] lr: 1.7934e-04 eta: 1 day, 6:25:35 time: 1.2778 data_time: 0.0638 memory: 14432 grad_norm: 50.2678 loss: 6.7353 loss_cls: 0.3634 loss_bbox: 0.7245 d0.loss_cls: 0.4101 d0.loss_bbox: 0.8031 d1.loss_cls: 0.3841 d1.loss_bbox: 0.7562 d2.loss_cls: 0.3740 d2.loss_bbox: 0.7374 d3.loss_cls: 0.3671 d3.loss_bbox: 0.7280 d4.loss_cls: 0.3642 d4.loss_bbox: 0.7232 2022/12/23 08:16:50 - mmengine - INFO - Epoch(train) [6][2000/4689] lr: 1.7934e-04 eta: 1 day, 6:24:32 time: 1.2554 data_time: 0.0626 memory: 14432 grad_norm: 51.5281 loss: 6.7078 loss_cls: 0.3651 loss_bbox: 0.7129 d0.loss_cls: 0.4104 d0.loss_bbox: 0.8012 d1.loss_cls: 0.3890 d1.loss_bbox: 0.7502 d2.loss_cls: 0.3779 d2.loss_bbox: 0.7287 d3.loss_cls: 0.3696 d3.loss_bbox: 0.7220 d4.loss_cls: 0.3672 d4.loss_bbox: 0.7137 2022/12/23 08:17:52 - mmengine - INFO - Epoch(train) [6][2050/4689] lr: 1.7934e-04 eta: 1 day, 6:23:28 time: 1.2517 data_time: 0.0641 memory: 14432 grad_norm: 46.2343 loss: 6.8865 loss_cls: 0.3900 loss_bbox: 0.7202 d0.loss_cls: 0.4293 d0.loss_bbox: 0.8051 d1.loss_cls: 0.4099 d1.loss_bbox: 0.7583 d2.loss_cls: 0.4000 d2.loss_bbox: 0.7368 d3.loss_cls: 0.3928 d3.loss_bbox: 0.7318 d4.loss_cls: 0.3901 d4.loss_bbox: 0.7223 2022/12/23 08:18:55 - mmengine - INFO - Epoch(train) [6][2100/4689] lr: 1.7934e-04 eta: 1 day, 6:22:25 time: 1.2551 data_time: 0.0736 memory: 14432 grad_norm: 50.2807 loss: 6.6855 loss_cls: 0.3697 loss_bbox: 0.7057 d0.loss_cls: 0.4177 d0.loss_bbox: 0.7886 d1.loss_cls: 0.3906 d1.loss_bbox: 0.7452 d2.loss_cls: 0.3824 d2.loss_bbox: 0.7201 d3.loss_cls: 0.3750 d3.loss_bbox: 0.7121 d4.loss_cls: 0.3715 d4.loss_bbox: 0.7068 2022/12/23 08:19:58 - mmengine - INFO - Epoch(train) [6][2150/4689] lr: 1.7934e-04 eta: 1 day, 6:21:24 time: 1.2695 data_time: 0.0670 memory: 14432 grad_norm: 54.3421 loss: 6.8977 loss_cls: 0.3825 loss_bbox: 0.7275 d0.loss_cls: 0.4252 d0.loss_bbox: 0.8172 d1.loss_cls: 0.4050 d1.loss_bbox: 0.7662 d2.loss_cls: 0.3968 d2.loss_bbox: 0.7413 d3.loss_cls: 0.3880 d3.loss_bbox: 0.7351 d4.loss_cls: 0.3840 d4.loss_bbox: 0.7288 2022/12/23 08:21:01 - mmengine - INFO - Epoch(train) [6][2200/4689] lr: 1.7934e-04 eta: 1 day, 6:20:21 time: 1.2536 data_time: 0.0672 memory: 14432 grad_norm: 53.4844 loss: 6.9144 loss_cls: 0.3848 loss_bbox: 0.7342 d0.loss_cls: 0.4348 d0.loss_bbox: 0.8008 d1.loss_cls: 0.4123 d1.loss_bbox: 0.7590 d2.loss_cls: 0.4010 d2.loss_bbox: 0.7418 d3.loss_cls: 0.3907 d3.loss_bbox: 0.7362 d4.loss_cls: 0.3870 d4.loss_bbox: 0.7319 2022/12/23 08:22:03 - mmengine - INFO - Epoch(train) [6][2250/4689] lr: 1.7934e-04 eta: 1 day, 6:19:16 time: 1.2478 data_time: 0.0641 memory: 14432 grad_norm: 53.8117 loss: 6.9240 loss_cls: 0.3867 loss_bbox: 0.7292 d0.loss_cls: 0.4393 d0.loss_bbox: 0.8049 d1.loss_cls: 0.4113 d1.loss_bbox: 0.7647 d2.loss_cls: 0.3988 d2.loss_bbox: 0.7444 d3.loss_cls: 0.3886 d3.loss_bbox: 0.7389 d4.loss_cls: 0.3863 d4.loss_bbox: 0.7309 2022/12/23 08:23:06 - mmengine - INFO - Epoch(train) [6][2300/4689] lr: 1.7934e-04 eta: 1 day, 6:18:14 time: 1.2600 data_time: 0.0613 memory: 14432 grad_norm: 53.0036 loss: 6.7269 loss_cls: 0.3732 loss_bbox: 0.7089 d0.loss_cls: 0.4189 d0.loss_bbox: 0.7912 d1.loss_cls: 0.3964 d1.loss_bbox: 0.7473 d2.loss_cls: 0.3868 d2.loss_bbox: 0.7240 d3.loss_cls: 0.3789 d3.loss_bbox: 0.7169 d4.loss_cls: 0.3759 d4.loss_bbox: 0.7085 2022/12/23 08:24:10 - mmengine - INFO - Epoch(train) [6][2350/4689] lr: 1.7934e-04 eta: 1 day, 6:17:13 time: 1.2699 data_time: 0.0618 memory: 14432 grad_norm: 54.4038 loss: 6.6656 loss_cls: 0.3672 loss_bbox: 0.7041 d0.loss_cls: 0.4151 d0.loss_bbox: 0.7854 d1.loss_cls: 0.3913 d1.loss_bbox: 0.7422 d2.loss_cls: 0.3791 d2.loss_bbox: 0.7226 d3.loss_cls: 0.3720 d3.loss_bbox: 0.7128 d4.loss_cls: 0.3690 d4.loss_bbox: 0.7046 2022/12/23 08:25:13 - mmengine - INFO - Epoch(train) [6][2400/4689] lr: 1.7934e-04 eta: 1 day, 6:16:10 time: 1.2543 data_time: 0.0690 memory: 14432 grad_norm: 54.4581 loss: 6.9949 loss_cls: 0.3970 loss_bbox: 0.7340 d0.loss_cls: 0.4376 d0.loss_bbox: 0.8090 d1.loss_cls: 0.4186 d1.loss_bbox: 0.7682 d2.loss_cls: 0.4082 d2.loss_bbox: 0.7465 d3.loss_cls: 0.4023 d3.loss_bbox: 0.7402 d4.loss_cls: 0.3986 d4.loss_bbox: 0.7347 2022/12/23 08:26:15 - mmengine - INFO - Epoch(train) [6][2450/4689] lr: 1.7934e-04 eta: 1 day, 6:15:05 time: 1.2423 data_time: 0.0583 memory: 14432 grad_norm: 55.6808 loss: 6.8562 loss_cls: 0.3829 loss_bbox: 0.7237 d0.loss_cls: 0.4358 d0.loss_bbox: 0.7929 d1.loss_cls: 0.4099 d1.loss_bbox: 0.7540 d2.loss_cls: 0.3999 d2.loss_bbox: 0.7315 d3.loss_cls: 0.3907 d3.loss_bbox: 0.7265 d4.loss_cls: 0.3883 d4.loss_bbox: 0.7201 2022/12/23 08:27:18 - mmengine - INFO - Epoch(train) [6][2500/4689] lr: 1.7934e-04 eta: 1 day, 6:14:04 time: 1.2723 data_time: 0.0695 memory: 14432 grad_norm: 53.9041 loss: 6.8404 loss_cls: 0.3783 loss_bbox: 0.7239 d0.loss_cls: 0.4254 d0.loss_bbox: 0.8028 d1.loss_cls: 0.4051 d1.loss_bbox: 0.7563 d2.loss_cls: 0.3912 d2.loss_bbox: 0.7378 d3.loss_cls: 0.3819 d3.loss_bbox: 0.7336 d4.loss_cls: 0.3808 d4.loss_bbox: 0.7232 2022/12/23 08:28:21 - mmengine - INFO - Epoch(train) [6][2550/4689] lr: 1.7934e-04 eta: 1 day, 6:13:01 time: 1.2528 data_time: 0.0600 memory: 14432 grad_norm: 54.0957 loss: 6.8594 loss_cls: 0.3905 loss_bbox: 0.7132 d0.loss_cls: 0.4341 d0.loss_bbox: 0.7967 d1.loss_cls: 0.4151 d1.loss_bbox: 0.7523 d2.loss_cls: 0.4053 d2.loss_bbox: 0.7292 d3.loss_cls: 0.3971 d3.loss_bbox: 0.7210 d4.loss_cls: 0.3922 d4.loss_bbox: 0.7127 2022/12/23 08:28:27 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 08:29:24 - mmengine - INFO - Epoch(train) [6][2600/4689] lr: 1.7934e-04 eta: 1 day, 6:11:57 time: 1.2513 data_time: 0.0631 memory: 14432 grad_norm: 49.7531 loss: 6.7222 loss_cls: 0.3779 loss_bbox: 0.7062 d0.loss_cls: 0.4270 d0.loss_bbox: 0.7798 d1.loss_cls: 0.4040 d1.loss_bbox: 0.7366 d2.loss_cls: 0.3913 d2.loss_bbox: 0.7184 d3.loss_cls: 0.3828 d3.loss_bbox: 0.7128 d4.loss_cls: 0.3804 d4.loss_bbox: 0.7049 2022/12/23 08:30:28 - mmengine - INFO - Epoch(train) [6][2650/4689] lr: 1.7934e-04 eta: 1 day, 6:10:58 time: 1.2802 data_time: 0.0694 memory: 14432 grad_norm: 51.8862 loss: 6.8684 loss_cls: 0.3788 loss_bbox: 0.7297 d0.loss_cls: 0.4296 d0.loss_bbox: 0.7994 d1.loss_cls: 0.4064 d1.loss_bbox: 0.7570 d2.loss_cls: 0.3961 d2.loss_bbox: 0.7392 d3.loss_cls: 0.3837 d3.loss_bbox: 0.7369 d4.loss_cls: 0.3803 d4.loss_bbox: 0.7313 2022/12/23 08:31:31 - mmengine - INFO - Epoch(train) [6][2700/4689] lr: 1.7934e-04 eta: 1 day, 6:09:56 time: 1.2622 data_time: 0.0661 memory: 14432 grad_norm: 52.7651 loss: 6.8136 loss_cls: 0.3835 loss_bbox: 0.7158 d0.loss_cls: 0.4318 d0.loss_bbox: 0.7912 d1.loss_cls: 0.4076 d1.loss_bbox: 0.7494 d2.loss_cls: 0.3968 d2.loss_bbox: 0.7265 d3.loss_cls: 0.3882 d3.loss_bbox: 0.7220 d4.loss_cls: 0.3836 d4.loss_bbox: 0.7172 2022/12/23 08:32:33 - mmengine - INFO - Epoch(train) [6][2750/4689] lr: 1.7934e-04 eta: 1 day, 6:08:50 time: 1.2403 data_time: 0.0620 memory: 14432 grad_norm: 60.1387 loss: 6.8489 loss_cls: 0.3821 loss_bbox: 0.7188 d0.loss_cls: 0.4312 d0.loss_bbox: 0.8074 d1.loss_cls: 0.4063 d1.loss_bbox: 0.7590 d2.loss_cls: 0.3954 d2.loss_bbox: 0.7323 d3.loss_cls: 0.3898 d3.loss_bbox: 0.7229 d4.loss_cls: 0.3841 d4.loss_bbox: 0.7197 2022/12/23 08:33:36 - mmengine - INFO - Epoch(train) [6][2800/4689] lr: 1.7934e-04 eta: 1 day, 6:07:49 time: 1.2648 data_time: 0.0620 memory: 14432 grad_norm: 46.0137 loss: 6.7049 loss_cls: 0.3694 loss_bbox: 0.7101 d0.loss_cls: 0.4173 d0.loss_bbox: 0.7858 d1.loss_cls: 0.3955 d1.loss_bbox: 0.7458 d2.loss_cls: 0.3837 d2.loss_bbox: 0.7228 d3.loss_cls: 0.3752 d3.loss_bbox: 0.7182 d4.loss_cls: 0.3709 d4.loss_bbox: 0.7101 2022/12/23 08:34:38 - mmengine - INFO - Epoch(train) [6][2850/4689] lr: 1.7934e-04 eta: 1 day, 6:06:43 time: 1.2419 data_time: 0.0700 memory: 14432 grad_norm: 53.3546 loss: 6.9443 loss_cls: 0.3898 loss_bbox: 0.7318 d0.loss_cls: 0.4392 d0.loss_bbox: 0.8053 d1.loss_cls: 0.4155 d1.loss_bbox: 0.7633 d2.loss_cls: 0.4036 d2.loss_bbox: 0.7426 d3.loss_cls: 0.3926 d3.loss_bbox: 0.7383 d4.loss_cls: 0.3915 d4.loss_bbox: 0.7309 2022/12/23 08:35:42 - mmengine - INFO - Epoch(train) [6][2900/4689] lr: 1.7934e-04 eta: 1 day, 6:05:44 time: 1.2788 data_time: 0.0693 memory: 14432 grad_norm: 54.1656 loss: 6.7125 loss_cls: 0.3734 loss_bbox: 0.7114 d0.loss_cls: 0.4159 d0.loss_bbox: 0.7888 d1.loss_cls: 0.3982 d1.loss_bbox: 0.7383 d2.loss_cls: 0.3872 d2.loss_bbox: 0.7186 d3.loss_cls: 0.3776 d3.loss_bbox: 0.7167 d4.loss_cls: 0.3751 d4.loss_bbox: 0.7114 2022/12/23 08:36:43 - mmengine - INFO - Epoch(train) [6][2950/4689] lr: 1.7934e-04 eta: 1 day, 6:04:36 time: 1.2248 data_time: 0.0595 memory: 14432 grad_norm: 51.1818 loss: 6.7491 loss_cls: 0.3775 loss_bbox: 0.7080 d0.loss_cls: 0.4237 d0.loss_bbox: 0.7898 d1.loss_cls: 0.4029 d1.loss_bbox: 0.7436 d2.loss_cls: 0.3940 d2.loss_bbox: 0.7208 d3.loss_cls: 0.3845 d3.loss_bbox: 0.7164 d4.loss_cls: 0.3786 d4.loss_bbox: 0.7094 2022/12/23 08:37:46 - mmengine - INFO - Epoch(train) [6][3000/4689] lr: 1.7934e-04 eta: 1 day, 6:03:31 time: 1.2447 data_time: 0.0595 memory: 14432 grad_norm: 56.2086 loss: 6.8364 loss_cls: 0.3802 loss_bbox: 0.7271 d0.loss_cls: 0.4253 d0.loss_bbox: 0.7989 d1.loss_cls: 0.4052 d1.loss_bbox: 0.7497 d2.loss_cls: 0.3961 d2.loss_bbox: 0.7312 d3.loss_cls: 0.3851 d3.loss_bbox: 0.7301 d4.loss_cls: 0.3817 d4.loss_bbox: 0.7257 2022/12/23 08:38:48 - mmengine - INFO - Epoch(train) [6][3050/4689] lr: 1.7934e-04 eta: 1 day, 6:02:27 time: 1.2510 data_time: 0.0658 memory: 14432 grad_norm: 51.7003 loss: 6.5706 loss_cls: 0.3575 loss_bbox: 0.6984 d0.loss_cls: 0.4076 d0.loss_bbox: 0.7783 d1.loss_cls: 0.3826 d1.loss_bbox: 0.7301 d2.loss_cls: 0.3724 d2.loss_bbox: 0.7138 d3.loss_cls: 0.3629 d3.loss_bbox: 0.7082 d4.loss_cls: 0.3592 d4.loss_bbox: 0.6996 2022/12/23 08:39:51 - mmengine - INFO - Epoch(train) [6][3100/4689] lr: 1.7934e-04 eta: 1 day, 6:01:24 time: 1.2538 data_time: 0.0617 memory: 14432 grad_norm: 52.9068 loss: 6.6713 loss_cls: 0.3635 loss_bbox: 0.7121 d0.loss_cls: 0.4109 d0.loss_bbox: 0.7930 d1.loss_cls: 0.3897 d1.loss_bbox: 0.7434 d2.loss_cls: 0.3772 d2.loss_bbox: 0.7221 d3.loss_cls: 0.3712 d3.loss_bbox: 0.7128 d4.loss_cls: 0.3658 d4.loss_bbox: 0.7095 2022/12/23 08:40:53 - mmengine - INFO - Epoch(train) [6][3150/4689] lr: 1.7934e-04 eta: 1 day, 6:00:20 time: 1.2506 data_time: 0.0627 memory: 14432 grad_norm: 52.8502 loss: 6.7185 loss_cls: 0.3700 loss_bbox: 0.7136 d0.loss_cls: 0.4194 d0.loss_bbox: 0.7917 d1.loss_cls: 0.3953 d1.loss_bbox: 0.7441 d2.loss_cls: 0.3838 d2.loss_bbox: 0.7225 d3.loss_cls: 0.3766 d3.loss_bbox: 0.7166 d4.loss_cls: 0.3733 d4.loss_bbox: 0.7117 2022/12/23 08:41:55 - mmengine - INFO - Epoch(train) [6][3200/4689] lr: 1.7934e-04 eta: 1 day, 5:59:14 time: 1.2356 data_time: 0.0595 memory: 14432 grad_norm: 51.8221 loss: 6.7021 loss_cls: 0.3740 loss_bbox: 0.7038 d0.loss_cls: 0.4221 d0.loss_bbox: 0.7853 d1.loss_cls: 0.3991 d1.loss_bbox: 0.7397 d2.loss_cls: 0.3869 d2.loss_bbox: 0.7189 d3.loss_cls: 0.3793 d3.loss_bbox: 0.7134 d4.loss_cls: 0.3747 d4.loss_bbox: 0.7051 2022/12/23 08:42:58 - mmengine - INFO - Epoch(train) [6][3250/4689] lr: 1.7934e-04 eta: 1 day, 5:58:12 time: 1.2634 data_time: 0.0593 memory: 14432 grad_norm: 47.5264 loss: 6.8394 loss_cls: 0.3858 loss_bbox: 0.7156 d0.loss_cls: 0.4343 d0.loss_bbox: 0.7973 d1.loss_cls: 0.4091 d1.loss_bbox: 0.7520 d2.loss_cls: 0.3997 d2.loss_bbox: 0.7286 d3.loss_cls: 0.3923 d3.loss_bbox: 0.7229 d4.loss_cls: 0.3866 d4.loss_bbox: 0.7153 2022/12/23 08:44:02 - mmengine - INFO - Epoch(train) [6][3300/4689] lr: 1.7934e-04 eta: 1 day, 5:57:11 time: 1.2668 data_time: 0.0707 memory: 14432 grad_norm: 61.6842 loss: 6.5710 loss_cls: 0.3564 loss_bbox: 0.6993 d0.loss_cls: 0.4092 d0.loss_bbox: 0.7750 d1.loss_cls: 0.3850 d1.loss_bbox: 0.7331 d2.loss_cls: 0.3728 d2.loss_bbox: 0.7124 d3.loss_cls: 0.3657 d3.loss_bbox: 0.7044 d4.loss_cls: 0.3603 d4.loss_bbox: 0.6973 2022/12/23 08:45:03 - mmengine - INFO - Epoch(train) [6][3350/4689] lr: 1.7934e-04 eta: 1 day, 5:56:04 time: 1.2305 data_time: 0.0611 memory: 14432 grad_norm: 50.8213 loss: 6.6772 loss_cls: 0.3675 loss_bbox: 0.7077 d0.loss_cls: 0.4185 d0.loss_bbox: 0.7859 d1.loss_cls: 0.3946 d1.loss_bbox: 0.7402 d2.loss_cls: 0.3818 d2.loss_bbox: 0.7176 d3.loss_cls: 0.3740 d3.loss_bbox: 0.7122 d4.loss_cls: 0.3678 d4.loss_bbox: 0.7094 2022/12/23 08:46:05 - mmengine - INFO - Epoch(train) [6][3400/4689] lr: 1.7934e-04 eta: 1 day, 5:54:59 time: 1.2446 data_time: 0.0599 memory: 14432 grad_norm: 55.5837 loss: 6.9765 loss_cls: 0.3845 loss_bbox: 0.7409 d0.loss_cls: 0.4393 d0.loss_bbox: 0.8103 d1.loss_cls: 0.4143 d1.loss_bbox: 0.7688 d2.loss_cls: 0.4011 d2.loss_bbox: 0.7520 d3.loss_cls: 0.3928 d3.loss_bbox: 0.7449 d4.loss_cls: 0.3867 d4.loss_bbox: 0.7410 2022/12/23 08:47:08 - mmengine - INFO - Epoch(train) [6][3450/4689] lr: 1.7934e-04 eta: 1 day, 5:53:56 time: 1.2531 data_time: 0.0661 memory: 14432 grad_norm: 55.2591 loss: 6.6631 loss_cls: 0.3673 loss_bbox: 0.7047 d0.loss_cls: 0.4171 d0.loss_bbox: 0.7873 d1.loss_cls: 0.3963 d1.loss_bbox: 0.7339 d2.loss_cls: 0.3848 d2.loss_bbox: 0.7129 d3.loss_cls: 0.3741 d3.loss_bbox: 0.7109 d4.loss_cls: 0.3677 d4.loss_bbox: 0.7060 2022/12/23 08:48:11 - mmengine - INFO - Epoch(train) [6][3500/4689] lr: 1.7934e-04 eta: 1 day, 5:52:52 time: 1.2543 data_time: 0.0648 memory: 14432 grad_norm: 50.4503 loss: 6.4822 loss_cls: 0.3574 loss_bbox: 0.6846 d0.loss_cls: 0.3983 d0.loss_bbox: 0.7727 d1.loss_cls: 0.3782 d1.loss_bbox: 0.7221 d2.loss_cls: 0.3696 d2.loss_bbox: 0.6989 d3.loss_cls: 0.3613 d3.loss_bbox: 0.6945 d4.loss_cls: 0.3559 d4.loss_bbox: 0.6888 2022/12/23 08:49:14 - mmengine - INFO - Epoch(train) [6][3550/4689] lr: 1.7934e-04 eta: 1 day, 5:51:50 time: 1.2627 data_time: 0.0632 memory: 14432 grad_norm: 48.6170 loss: 6.6974 loss_cls: 0.3818 loss_bbox: 0.6996 d0.loss_cls: 0.4217 d0.loss_bbox: 0.7741 d1.loss_cls: 0.4023 d1.loss_bbox: 0.7352 d2.loss_cls: 0.3953 d2.loss_bbox: 0.7133 d3.loss_cls: 0.3861 d3.loss_bbox: 0.7057 d4.loss_cls: 0.3824 d4.loss_bbox: 0.6999 2022/12/23 08:49:20 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 08:50:16 - mmengine - INFO - Epoch(train) [6][3600/4689] lr: 1.7934e-04 eta: 1 day, 5:50:45 time: 1.2393 data_time: 0.0636 memory: 14432 grad_norm: 52.2456 loss: 6.8031 loss_cls: 0.3844 loss_bbox: 0.7111 d0.loss_cls: 0.4349 d0.loss_bbox: 0.7880 d1.loss_cls: 0.4082 d1.loss_bbox: 0.7462 d2.loss_cls: 0.3996 d2.loss_bbox: 0.7214 d3.loss_cls: 0.3925 d3.loss_bbox: 0.7166 d4.loss_cls: 0.3863 d4.loss_bbox: 0.7138 2022/12/23 08:51:19 - mmengine - INFO - Epoch(train) [6][3650/4689] lr: 1.7934e-04 eta: 1 day, 5:49:43 time: 1.2657 data_time: 0.0626 memory: 14432 grad_norm: 54.5176 loss: 6.7495 loss_cls: 0.3787 loss_bbox: 0.7078 d0.loss_cls: 0.4241 d0.loss_bbox: 0.7874 d1.loss_cls: 0.4005 d1.loss_bbox: 0.7493 d2.loss_cls: 0.3901 d2.loss_bbox: 0.7239 d3.loss_cls: 0.3825 d3.loss_bbox: 0.7164 d4.loss_cls: 0.3812 d4.loss_bbox: 0.7077 2022/12/23 08:52:22 - mmengine - INFO - Epoch(train) [6][3700/4689] lr: 1.7934e-04 eta: 1 day, 5:48:41 time: 1.2597 data_time: 0.0615 memory: 14432 grad_norm: 48.1637 loss: 6.6640 loss_cls: 0.3685 loss_bbox: 0.7056 d0.loss_cls: 0.4234 d0.loss_bbox: 0.7774 d1.loss_cls: 0.3941 d1.loss_bbox: 0.7379 d2.loss_cls: 0.3830 d2.loss_bbox: 0.7152 d3.loss_cls: 0.3759 d3.loss_bbox: 0.7076 d4.loss_cls: 0.3719 d4.loss_bbox: 0.7036 2022/12/23 08:53:26 - mmengine - INFO - Epoch(train) [6][3750/4689] lr: 1.7934e-04 eta: 1 day, 5:47:40 time: 1.2714 data_time: 0.0646 memory: 14432 grad_norm: 47.8028 loss: 6.6729 loss_cls: 0.3741 loss_bbox: 0.7013 d0.loss_cls: 0.4215 d0.loss_bbox: 0.7768 d1.loss_cls: 0.3964 d1.loss_bbox: 0.7380 d2.loss_cls: 0.3873 d2.loss_bbox: 0.7140 d3.loss_cls: 0.3794 d3.loss_bbox: 0.7071 d4.loss_cls: 0.3765 d4.loss_bbox: 0.7008 2022/12/23 08:54:30 - mmengine - INFO - Epoch(train) [6][3800/4689] lr: 1.7934e-04 eta: 1 day, 5:46:41 time: 1.2796 data_time: 0.0671 memory: 14432 grad_norm: 51.1557 loss: 6.6180 loss_cls: 0.3698 loss_bbox: 0.6959 d0.loss_cls: 0.4174 d0.loss_bbox: 0.7714 d1.loss_cls: 0.3952 d1.loss_bbox: 0.7278 d2.loss_cls: 0.3824 d2.loss_bbox: 0.7096 d3.loss_cls: 0.3760 d3.loss_bbox: 0.7029 d4.loss_cls: 0.3715 d4.loss_bbox: 0.6982 2022/12/23 08:55:32 - mmengine - INFO - Epoch(train) [6][3850/4689] lr: 1.7934e-04 eta: 1 day, 5:45:36 time: 1.2391 data_time: 0.0625 memory: 14432 grad_norm: 55.4779 loss: 6.9102 loss_cls: 0.3870 loss_bbox: 0.7271 d0.loss_cls: 0.4416 d0.loss_bbox: 0.8010 d1.loss_cls: 0.4131 d1.loss_bbox: 0.7596 d2.loss_cls: 0.4024 d2.loss_bbox: 0.7362 d3.loss_cls: 0.3928 d3.loss_bbox: 0.7329 d4.loss_cls: 0.3896 d4.loss_bbox: 0.7268 2022/12/23 08:56:36 - mmengine - INFO - Epoch(train) [6][3900/4689] lr: 1.7934e-04 eta: 1 day, 5:44:36 time: 1.2779 data_time: 0.0791 memory: 14432 grad_norm: 52.7749 loss: 6.8187 loss_cls: 0.3778 loss_bbox: 0.7207 d0.loss_cls: 0.4281 d0.loss_bbox: 0.7961 d1.loss_cls: 0.4038 d1.loss_bbox: 0.7549 d2.loss_cls: 0.3931 d2.loss_bbox: 0.7315 d3.loss_cls: 0.3858 d3.loss_bbox: 0.7252 d4.loss_cls: 0.3800 d4.loss_bbox: 0.7218 2022/12/23 08:57:38 - mmengine - INFO - Epoch(train) [6][3950/4689] lr: 1.7934e-04 eta: 1 day, 5:43:32 time: 1.2517 data_time: 0.0633 memory: 14432 grad_norm: 50.2957 loss: 6.7862 loss_cls: 0.3707 loss_bbox: 0.7239 d0.loss_cls: 0.4230 d0.loss_bbox: 0.7959 d1.loss_cls: 0.3982 d1.loss_bbox: 0.7526 d2.loss_cls: 0.3837 d2.loss_bbox: 0.7357 d3.loss_cls: 0.3756 d3.loss_bbox: 0.7309 d4.loss_cls: 0.3714 d4.loss_bbox: 0.7247 2022/12/23 08:58:42 - mmengine - INFO - Epoch(train) [6][4000/4689] lr: 1.7934e-04 eta: 1 day, 5:42:32 time: 1.2736 data_time: 0.0645 memory: 14432 grad_norm: 48.3165 loss: 6.6313 loss_cls: 0.3673 loss_bbox: 0.7017 d0.loss_cls: 0.4089 d0.loss_bbox: 0.7796 d1.loss_cls: 0.3923 d1.loss_bbox: 0.7345 d2.loss_cls: 0.3809 d2.loss_bbox: 0.7128 d3.loss_cls: 0.3731 d3.loss_bbox: 0.7091 d4.loss_cls: 0.3697 d4.loss_bbox: 0.7013 2022/12/23 08:59:44 - mmengine - INFO - Epoch(train) [6][4050/4689] lr: 1.7934e-04 eta: 1 day, 5:41:25 time: 1.2323 data_time: 0.0692 memory: 14432 grad_norm: 57.9345 loss: 6.7945 loss_cls: 0.3842 loss_bbox: 0.7136 d0.loss_cls: 0.4316 d0.loss_bbox: 0.7862 d1.loss_cls: 0.4056 d1.loss_bbox: 0.7465 d2.loss_cls: 0.3959 d2.loss_bbox: 0.7243 d3.loss_cls: 0.3874 d3.loss_bbox: 0.7208 d4.loss_cls: 0.3829 d4.loss_bbox: 0.7155 2022/12/23 09:00:46 - mmengine - INFO - Epoch(train) [6][4100/4689] lr: 1.7934e-04 eta: 1 day, 5:40:22 time: 1.2546 data_time: 0.0646 memory: 14432 grad_norm: 52.7742 loss: 6.7282 loss_cls: 0.3654 loss_bbox: 0.7195 d0.loss_cls: 0.4124 d0.loss_bbox: 0.7917 d1.loss_cls: 0.3940 d1.loss_bbox: 0.7495 d2.loss_cls: 0.3854 d2.loss_bbox: 0.7271 d3.loss_cls: 0.3732 d3.loss_bbox: 0.7235 d4.loss_cls: 0.3677 d4.loss_bbox: 0.7187 2022/12/23 09:01:49 - mmengine - INFO - Epoch(train) [6][4150/4689] lr: 1.7934e-04 eta: 1 day, 5:39:19 time: 1.2573 data_time: 0.0687 memory: 14432 grad_norm: 54.3848 loss: 6.8201 loss_cls: 0.3718 loss_bbox: 0.7269 d0.loss_cls: 0.4229 d0.loss_bbox: 0.8032 d1.loss_cls: 0.3992 d1.loss_bbox: 0.7612 d2.loss_cls: 0.3887 d2.loss_bbox: 0.7355 d3.loss_cls: 0.3801 d3.loss_bbox: 0.7309 d4.loss_cls: 0.3743 d4.loss_bbox: 0.7255 2022/12/23 09:02:52 - mmengine - INFO - Epoch(train) [6][4200/4689] lr: 1.7934e-04 eta: 1 day, 5:38:16 time: 1.2507 data_time: 0.0660 memory: 14432 grad_norm: 51.6772 loss: 6.7303 loss_cls: 0.3770 loss_bbox: 0.7067 d0.loss_cls: 0.4265 d0.loss_bbox: 0.7866 d1.loss_cls: 0.4045 d1.loss_bbox: 0.7392 d2.loss_cls: 0.3942 d2.loss_bbox: 0.7154 d3.loss_cls: 0.3858 d3.loss_bbox: 0.7083 d4.loss_cls: 0.3804 d4.loss_bbox: 0.7057 2022/12/23 09:03:54 - mmengine - INFO - Epoch(train) [6][4250/4689] lr: 1.7934e-04 eta: 1 day, 5:37:13 time: 1.2560 data_time: 0.0671 memory: 14432 grad_norm: 52.9949 loss: 6.8512 loss_cls: 0.3837 loss_bbox: 0.7244 d0.loss_cls: 0.4310 d0.loss_bbox: 0.7935 d1.loss_cls: 0.4078 d1.loss_bbox: 0.7536 d2.loss_cls: 0.3961 d2.loss_bbox: 0.7345 d3.loss_cls: 0.3888 d3.loss_bbox: 0.7296 d4.loss_cls: 0.3840 d4.loss_bbox: 0.7241 2022/12/23 09:04:58 - mmengine - INFO - Epoch(train) [6][4300/4689] lr: 1.7934e-04 eta: 1 day, 5:36:13 time: 1.2777 data_time: 0.0800 memory: 14432 grad_norm: 54.9915 loss: 6.6006 loss_cls: 0.3689 loss_bbox: 0.6980 d0.loss_cls: 0.4184 d0.loss_bbox: 0.7648 d1.loss_cls: 0.3963 d1.loss_bbox: 0.7219 d2.loss_cls: 0.3842 d2.loss_bbox: 0.7041 d3.loss_cls: 0.3748 d3.loss_bbox: 0.7019 d4.loss_cls: 0.3694 d4.loss_bbox: 0.6978 2022/12/23 09:06:02 - mmengine - INFO - Epoch(train) [6][4350/4689] lr: 1.7934e-04 eta: 1 day, 5:35:14 time: 1.2799 data_time: 0.0661 memory: 14432 grad_norm: 48.8717 loss: 6.5646 loss_cls: 0.3670 loss_bbox: 0.6885 d0.loss_cls: 0.4150 d0.loss_bbox: 0.7681 d1.loss_cls: 0.3939 d1.loss_bbox: 0.7219 d2.loss_cls: 0.3838 d2.loss_bbox: 0.6994 d3.loss_cls: 0.3739 d3.loss_bbox: 0.6940 d4.loss_cls: 0.3670 d4.loss_bbox: 0.6920 2022/12/23 09:07:06 - mmengine - INFO - Epoch(train) [6][4400/4689] lr: 1.7934e-04 eta: 1 day, 5:34:13 time: 1.2713 data_time: 0.0680 memory: 14432 grad_norm: 51.7742 loss: 6.8371 loss_cls: 0.3756 loss_bbox: 0.7259 d0.loss_cls: 0.4196 d0.loss_bbox: 0.8135 d1.loss_cls: 0.3963 d1.loss_bbox: 0.7609 d2.loss_cls: 0.3869 d2.loss_bbox: 0.7398 d3.loss_cls: 0.3788 d3.loss_bbox: 0.7358 d4.loss_cls: 0.3776 d4.loss_bbox: 0.7264 2022/12/23 09:08:10 - mmengine - INFO - Epoch(train) [6][4450/4689] lr: 1.7934e-04 eta: 1 day, 5:33:12 time: 1.2724 data_time: 0.0680 memory: 14432 grad_norm: 57.3270 loss: 6.8806 loss_cls: 0.3779 loss_bbox: 0.7326 d0.loss_cls: 0.4289 d0.loss_bbox: 0.8065 d1.loss_cls: 0.4040 d1.loss_bbox: 0.7605 d2.loss_cls: 0.3928 d2.loss_bbox: 0.7437 d3.loss_cls: 0.3839 d3.loss_bbox: 0.7389 d4.loss_cls: 0.3798 d4.loss_bbox: 0.7310 2022/12/23 09:09:13 - mmengine - INFO - Epoch(train) [6][4500/4689] lr: 1.7934e-04 eta: 1 day, 5:32:12 time: 1.2715 data_time: 0.0688 memory: 14432 grad_norm: 55.0617 loss: 6.8173 loss_cls: 0.3879 loss_bbox: 0.7107 d0.loss_cls: 0.4318 d0.loss_bbox: 0.7906 d1.loss_cls: 0.4070 d1.loss_bbox: 0.7499 d2.loss_cls: 0.3981 d2.loss_bbox: 0.7263 d3.loss_cls: 0.3940 d3.loss_bbox: 0.7185 d4.loss_cls: 0.3900 d4.loss_bbox: 0.7124 2022/12/23 09:10:16 - mmengine - INFO - Epoch(train) [6][4550/4689] lr: 1.7934e-04 eta: 1 day, 5:31:08 time: 1.2495 data_time: 0.0607 memory: 14432 grad_norm: 47.4158 loss: 6.8094 loss_cls: 0.3872 loss_bbox: 0.7106 d0.loss_cls: 0.4381 d0.loss_bbox: 0.7882 d1.loss_cls: 0.4139 d1.loss_bbox: 0.7437 d2.loss_cls: 0.4010 d2.loss_bbox: 0.7202 d3.loss_cls: 0.3934 d3.loss_bbox: 0.7139 d4.loss_cls: 0.3908 d4.loss_bbox: 0.7084 2022/12/23 09:10:22 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 09:11:18 - mmengine - INFO - Epoch(train) [6][4600/4689] lr: 1.7934e-04 eta: 1 day, 5:30:04 time: 1.2522 data_time: 0.0645 memory: 14432 grad_norm: 65.4636 loss: 6.7711 loss_cls: 0.3726 loss_bbox: 0.7196 d0.loss_cls: 0.4209 d0.loss_bbox: 0.7957 d1.loss_cls: 0.4026 d1.loss_bbox: 0.7493 d2.loss_cls: 0.3895 d2.loss_bbox: 0.7266 d3.loss_cls: 0.3795 d3.loss_bbox: 0.7234 d4.loss_cls: 0.3753 d4.loss_bbox: 0.7160 2022/12/23 09:12:21 - mmengine - INFO - Epoch(train) [6][4650/4689] lr: 1.7934e-04 eta: 1 day, 5:29:03 time: 1.2646 data_time: 0.0639 memory: 14432 grad_norm: 54.7230 loss: 6.5376 loss_cls: 0.3641 loss_bbox: 0.6888 d0.loss_cls: 0.4195 d0.loss_bbox: 0.7644 d1.loss_cls: 0.3931 d1.loss_bbox: 0.7138 d2.loss_cls: 0.3823 d2.loss_bbox: 0.6952 d3.loss_cls: 0.3697 d3.loss_bbox: 0.6938 d4.loss_cls: 0.3629 d4.loss_bbox: 0.6901 2022/12/23 09:13:09 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 09:14:14 - mmengine - INFO - Epoch(train) [7][ 50/4689] lr: 1.7071e-04 eta: 1 day, 5:27:14 time: 1.3145 data_time: 0.1137 memory: 14432 grad_norm: 49.8454 loss: 6.6580 loss_cls: 0.3765 loss_bbox: 0.6927 d0.loss_cls: 0.4252 d0.loss_bbox: 0.7782 d1.loss_cls: 0.3987 d1.loss_bbox: 0.7351 d2.loss_cls: 0.3871 d2.loss_bbox: 0.7117 d3.loss_cls: 0.3782 d3.loss_bbox: 0.7039 d4.loss_cls: 0.3755 d4.loss_bbox: 0.6949 2022/12/23 09:15:17 - mmengine - INFO - Epoch(train) [7][ 100/4689] lr: 1.7071e-04 eta: 1 day, 5:26:11 time: 1.2556 data_time: 0.0572 memory: 14432 grad_norm: 49.3603 loss: 6.8314 loss_cls: 0.3847 loss_bbox: 0.7160 d0.loss_cls: 0.4267 d0.loss_bbox: 0.8022 d1.loss_cls: 0.4027 d1.loss_bbox: 0.7535 d2.loss_cls: 0.3959 d2.loss_bbox: 0.7320 d3.loss_cls: 0.3883 d3.loss_bbox: 0.7254 d4.loss_cls: 0.3867 d4.loss_bbox: 0.7174 2022/12/23 09:16:19 - mmengine - INFO - Epoch(train) [7][ 150/4689] lr: 1.7071e-04 eta: 1 day, 5:25:06 time: 1.2472 data_time: 0.0554 memory: 14432 grad_norm: 52.9751 loss: 6.6005 loss_cls: 0.3610 loss_bbox: 0.7018 d0.loss_cls: 0.4107 d0.loss_bbox: 0.7827 d1.loss_cls: 0.3842 d1.loss_bbox: 0.7370 d2.loss_cls: 0.3734 d2.loss_bbox: 0.7137 d3.loss_cls: 0.3647 d3.loss_bbox: 0.7081 d4.loss_cls: 0.3630 d4.loss_bbox: 0.7003 2022/12/23 09:17:24 - mmengine - INFO - Epoch(train) [7][ 200/4689] lr: 1.7071e-04 eta: 1 day, 5:24:07 time: 1.2840 data_time: 0.0643 memory: 14432 grad_norm: 48.2400 loss: 6.5423 loss_cls: 0.3600 loss_bbox: 0.6906 d0.loss_cls: 0.4101 d0.loss_bbox: 0.7729 d1.loss_cls: 0.3836 d1.loss_bbox: 0.7281 d2.loss_cls: 0.3757 d2.loss_bbox: 0.7050 d3.loss_cls: 0.3660 d3.loss_bbox: 0.6979 d4.loss_cls: 0.3604 d4.loss_bbox: 0.6919 2022/12/23 09:18:26 - mmengine - INFO - Epoch(train) [7][ 250/4689] lr: 1.7071e-04 eta: 1 day, 5:23:04 time: 1.2548 data_time: 0.0691 memory: 14432 grad_norm: 49.3652 loss: 6.5042 loss_cls: 0.3668 loss_bbox: 0.6792 d0.loss_cls: 0.4146 d0.loss_bbox: 0.7603 d1.loss_cls: 0.3952 d1.loss_bbox: 0.7100 d2.loss_cls: 0.3821 d2.loss_bbox: 0.6896 d3.loss_cls: 0.3747 d3.loss_bbox: 0.6843 d4.loss_cls: 0.3680 d4.loss_bbox: 0.6795 2022/12/23 09:19:29 - mmengine - INFO - Epoch(train) [7][ 300/4689] lr: 1.7071e-04 eta: 1 day, 5:22:00 time: 1.2464 data_time: 0.0587 memory: 14432 grad_norm: 51.9360 loss: 6.6792 loss_cls: 0.3758 loss_bbox: 0.6957 d0.loss_cls: 0.4192 d0.loss_bbox: 0.7914 d1.loss_cls: 0.3959 d1.loss_bbox: 0.7427 d2.loss_cls: 0.3859 d2.loss_bbox: 0.7149 d3.loss_cls: 0.3803 d3.loss_bbox: 0.7045 d4.loss_cls: 0.3764 d4.loss_bbox: 0.6965 2022/12/23 09:20:32 - mmengine - INFO - Epoch(train) [7][ 350/4689] lr: 1.7071e-04 eta: 1 day, 5:20:57 time: 1.2563 data_time: 0.0552 memory: 14432 grad_norm: 51.4050 loss: 6.4726 loss_cls: 0.3561 loss_bbox: 0.6854 d0.loss_cls: 0.4003 d0.loss_bbox: 0.7658 d1.loss_cls: 0.3813 d1.loss_bbox: 0.7198 d2.loss_cls: 0.3696 d2.loss_bbox: 0.6986 d3.loss_cls: 0.3601 d3.loss_bbox: 0.6923 d4.loss_cls: 0.3578 d4.loss_bbox: 0.6856 2022/12/23 09:21:34 - mmengine - INFO - Epoch(train) [7][ 400/4689] lr: 1.7071e-04 eta: 1 day, 5:19:54 time: 1.2549 data_time: 0.0565 memory: 14432 grad_norm: 52.7416 loss: 6.6791 loss_cls: 0.3695 loss_bbox: 0.7077 d0.loss_cls: 0.4148 d0.loss_bbox: 0.7850 d1.loss_cls: 0.3926 d1.loss_bbox: 0.7419 d2.loss_cls: 0.3813 d2.loss_bbox: 0.7206 d3.loss_cls: 0.3743 d3.loss_bbox: 0.7134 d4.loss_cls: 0.3692 d4.loss_bbox: 0.7088 2022/12/23 09:22:38 - mmengine - INFO - Epoch(train) [7][ 450/4689] lr: 1.7071e-04 eta: 1 day, 5:18:53 time: 1.2739 data_time: 0.0663 memory: 14432 grad_norm: 48.2623 loss: 6.5538 loss_cls: 0.3603 loss_bbox: 0.6931 d0.loss_cls: 0.4063 d0.loss_bbox: 0.7738 d1.loss_cls: 0.3866 d1.loss_bbox: 0.7299 d2.loss_cls: 0.3732 d2.loss_bbox: 0.7097 d3.loss_cls: 0.3645 d3.loss_bbox: 0.7010 d4.loss_cls: 0.3619 d4.loss_bbox: 0.6934 2022/12/23 09:23:40 - mmengine - INFO - Epoch(train) [7][ 500/4689] lr: 1.7071e-04 eta: 1 day, 5:17:49 time: 1.2459 data_time: 0.0629 memory: 14432 grad_norm: 47.7364 loss: 6.5700 loss_cls: 0.3645 loss_bbox: 0.6910 d0.loss_cls: 0.4102 d0.loss_bbox: 0.7789 d1.loss_cls: 0.3900 d1.loss_bbox: 0.7265 d2.loss_cls: 0.3791 d2.loss_bbox: 0.7041 d3.loss_cls: 0.3718 d3.loss_bbox: 0.6957 d4.loss_cls: 0.3676 d4.loss_bbox: 0.6906 2022/12/23 09:24:44 - mmengine - INFO - Epoch(train) [7][ 550/4689] lr: 1.7071e-04 eta: 1 day, 5:16:49 time: 1.2747 data_time: 0.0672 memory: 14432 grad_norm: 55.4778 loss: 6.5448 loss_cls: 0.3557 loss_bbox: 0.6948 d0.loss_cls: 0.4053 d0.loss_bbox: 0.7796 d1.loss_cls: 0.3813 d1.loss_bbox: 0.7307 d2.loss_cls: 0.3676 d2.loss_bbox: 0.7127 d3.loss_cls: 0.3605 d3.loss_bbox: 0.7041 d4.loss_cls: 0.3571 d4.loss_bbox: 0.6956 2022/12/23 09:25:47 - mmengine - INFO - Epoch(train) [7][ 600/4689] lr: 1.7071e-04 eta: 1 day, 5:15:46 time: 1.2576 data_time: 0.0687 memory: 14432 grad_norm: 55.7003 loss: 6.6020 loss_cls: 0.3652 loss_bbox: 0.6968 d0.loss_cls: 0.4185 d0.loss_bbox: 0.7726 d1.loss_cls: 0.3945 d1.loss_bbox: 0.7310 d2.loss_cls: 0.3826 d2.loss_bbox: 0.7050 d3.loss_cls: 0.3714 d3.loss_bbox: 0.7006 d4.loss_cls: 0.3663 d4.loss_bbox: 0.6973 2022/12/23 09:26:51 - mmengine - INFO - Epoch(train) [7][ 650/4689] lr: 1.7071e-04 eta: 1 day, 5:14:47 time: 1.2820 data_time: 0.0685 memory: 14432 grad_norm: 53.7211 loss: 6.5400 loss_cls: 0.3519 loss_bbox: 0.7014 d0.loss_cls: 0.4002 d0.loss_bbox: 0.7788 d1.loss_cls: 0.3762 d1.loss_bbox: 0.7359 d2.loss_cls: 0.3649 d2.loss_bbox: 0.7136 d3.loss_cls: 0.3563 d3.loss_bbox: 0.7088 d4.loss_cls: 0.3526 d4.loss_bbox: 0.6994 2022/12/23 09:27:54 - mmengine - INFO - Epoch(train) [7][ 700/4689] lr: 1.7071e-04 eta: 1 day, 5:13:43 time: 1.2547 data_time: 0.0631 memory: 14432 grad_norm: 54.3216 loss: 6.8351 loss_cls: 0.3838 loss_bbox: 0.7187 d0.loss_cls: 0.4325 d0.loss_bbox: 0.7961 d1.loss_cls: 0.4073 d1.loss_bbox: 0.7520 d2.loss_cls: 0.3946 d2.loss_bbox: 0.7325 d3.loss_cls: 0.3872 d3.loss_bbox: 0.7276 d4.loss_cls: 0.3851 d4.loss_bbox: 0.7177 2022/12/23 09:28:57 - mmengine - INFO - Epoch(train) [7][ 750/4689] lr: 1.7071e-04 eta: 1 day, 5:12:40 time: 1.2567 data_time: 0.0579 memory: 14432 grad_norm: 51.1901 loss: 6.5522 loss_cls: 0.3593 loss_bbox: 0.6928 d0.loss_cls: 0.4101 d0.loss_bbox: 0.7719 d1.loss_cls: 0.3814 d1.loss_bbox: 0.7316 d2.loss_cls: 0.3721 d2.loss_bbox: 0.7103 d3.loss_cls: 0.3647 d3.loss_bbox: 0.7026 d4.loss_cls: 0.3614 d4.loss_bbox: 0.6940 2022/12/23 09:29:58 - mmengine - INFO - Epoch(train) [7][ 800/4689] lr: 1.7071e-04 eta: 1 day, 5:11:35 time: 1.2362 data_time: 0.0566 memory: 14432 grad_norm: 56.9552 loss: 6.5140 loss_cls: 0.3558 loss_bbox: 0.6906 d0.loss_cls: 0.4052 d0.loss_bbox: 0.7740 d1.loss_cls: 0.3810 d1.loss_bbox: 0.7274 d2.loss_cls: 0.3697 d2.loss_bbox: 0.7030 d3.loss_cls: 0.3596 d3.loss_bbox: 0.7001 d4.loss_cls: 0.3554 d4.loss_bbox: 0.6923 2022/12/23 09:31:02 - mmengine - INFO - Epoch(train) [7][ 850/4689] lr: 1.7071e-04 eta: 1 day, 5:10:33 time: 1.2655 data_time: 0.0601 memory: 14432 grad_norm: 48.6985 loss: 6.4475 loss_cls: 0.3578 loss_bbox: 0.6780 d0.loss_cls: 0.4097 d0.loss_bbox: 0.7591 d1.loss_cls: 0.3815 d1.loss_bbox: 0.7173 d2.loss_cls: 0.3713 d2.loss_bbox: 0.6883 d3.loss_cls: 0.3616 d3.loss_bbox: 0.6856 d4.loss_cls: 0.3586 d4.loss_bbox: 0.6786 2022/12/23 09:31:22 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 09:32:05 - mmengine - INFO - Epoch(train) [7][ 900/4689] lr: 1.7071e-04 eta: 1 day, 5:09:32 time: 1.2733 data_time: 0.0583 memory: 14432 grad_norm: 55.2840 loss: 6.5387 loss_cls: 0.3568 loss_bbox: 0.6932 d0.loss_cls: 0.4077 d0.loss_bbox: 0.7758 d1.loss_cls: 0.3828 d1.loss_bbox: 0.7277 d2.loss_cls: 0.3730 d2.loss_bbox: 0.7078 d3.loss_cls: 0.3623 d3.loss_bbox: 0.7002 d4.loss_cls: 0.3590 d4.loss_bbox: 0.6924 2022/12/23 09:33:08 - mmengine - INFO - Epoch(train) [7][ 950/4689] lr: 1.7071e-04 eta: 1 day, 5:08:28 time: 1.2498 data_time: 0.0645 memory: 14432 grad_norm: 50.7518 loss: 6.7569 loss_cls: 0.3754 loss_bbox: 0.7118 d0.loss_cls: 0.4238 d0.loss_bbox: 0.7906 d1.loss_cls: 0.3978 d1.loss_bbox: 0.7510 d2.loss_cls: 0.3906 d2.loss_bbox: 0.7234 d3.loss_cls: 0.3808 d3.loss_bbox: 0.7205 d4.loss_cls: 0.3765 d4.loss_bbox: 0.7146 2022/12/23 09:34:12 - mmengine - INFO - Epoch(train) [7][1000/4689] lr: 1.7071e-04 eta: 1 day, 5:07:28 time: 1.2745 data_time: 0.0670 memory: 14432 grad_norm: 50.6645 loss: 6.6712 loss_cls: 0.3725 loss_bbox: 0.7039 d0.loss_cls: 0.4169 d0.loss_bbox: 0.7810 d1.loss_cls: 0.3935 d1.loss_bbox: 0.7408 d2.loss_cls: 0.3842 d2.loss_bbox: 0.7161 d3.loss_cls: 0.3745 d3.loss_bbox: 0.7123 d4.loss_cls: 0.3715 d4.loss_bbox: 0.7040 2022/12/23 09:35:14 - mmengine - INFO - Epoch(train) [7][1050/4689] lr: 1.7071e-04 eta: 1 day, 5:06:25 time: 1.2550 data_time: 0.0626 memory: 14432 grad_norm: 52.9115 loss: 6.7943 loss_cls: 0.3832 loss_bbox: 0.7119 d0.loss_cls: 0.4320 d0.loss_bbox: 0.7904 d1.loss_cls: 0.4062 d1.loss_bbox: 0.7485 d2.loss_cls: 0.3945 d2.loss_bbox: 0.7243 d3.loss_cls: 0.3866 d3.loss_bbox: 0.7201 d4.loss_cls: 0.3845 d4.loss_bbox: 0.7121 2022/12/23 09:36:17 - mmengine - INFO - Epoch(train) [7][1100/4689] lr: 1.7071e-04 eta: 1 day, 5:05:22 time: 1.2576 data_time: 0.0579 memory: 14432 grad_norm: 57.7906 loss: 6.6208 loss_cls: 0.3675 loss_bbox: 0.7005 d0.loss_cls: 0.4158 d0.loss_bbox: 0.7774 d1.loss_cls: 0.3924 d1.loss_bbox: 0.7307 d2.loss_cls: 0.3821 d2.loss_bbox: 0.7081 d3.loss_cls: 0.3727 d3.loss_bbox: 0.7051 d4.loss_cls: 0.3680 d4.loss_bbox: 0.7004 2022/12/23 09:37:19 - mmengine - INFO - Epoch(train) [7][1150/4689] lr: 1.7071e-04 eta: 1 day, 5:04:17 time: 1.2429 data_time: 0.0581 memory: 14432 grad_norm: 48.9998 loss: 6.7035 loss_cls: 0.3746 loss_bbox: 0.7077 d0.loss_cls: 0.4187 d0.loss_bbox: 0.7842 d1.loss_cls: 0.3994 d1.loss_bbox: 0.7371 d2.loss_cls: 0.3868 d2.loss_bbox: 0.7181 d3.loss_cls: 0.3798 d3.loss_bbox: 0.7137 d4.loss_cls: 0.3764 d4.loss_bbox: 0.7070 2022/12/23 09:38:23 - mmengine - INFO - Epoch(train) [7][1200/4689] lr: 1.7071e-04 eta: 1 day, 5:03:16 time: 1.2673 data_time: 0.0588 memory: 14432 grad_norm: 53.9584 loss: 6.6638 loss_cls: 0.3788 loss_bbox: 0.7001 d0.loss_cls: 0.4154 d0.loss_bbox: 0.7732 d1.loss_cls: 0.3975 d1.loss_bbox: 0.7300 d2.loss_cls: 0.3895 d2.loss_bbox: 0.7103 d3.loss_cls: 0.3844 d3.loss_bbox: 0.7047 d4.loss_cls: 0.3799 d4.loss_bbox: 0.6999 2022/12/23 09:39:26 - mmengine - INFO - Epoch(train) [7][1250/4689] lr: 1.7071e-04 eta: 1 day, 5:02:13 time: 1.2540 data_time: 0.0550 memory: 14432 grad_norm: 52.9029 loss: 6.5183 loss_cls: 0.3583 loss_bbox: 0.6908 d0.loss_cls: 0.4027 d0.loss_bbox: 0.7698 d1.loss_cls: 0.3832 d1.loss_bbox: 0.7256 d2.loss_cls: 0.3747 d2.loss_bbox: 0.7009 d3.loss_cls: 0.3652 d3.loss_bbox: 0.6971 d4.loss_cls: 0.3591 d4.loss_bbox: 0.6911 2022/12/23 09:40:29 - mmengine - INFO - Epoch(train) [7][1300/4689] lr: 1.7071e-04 eta: 1 day, 5:01:10 time: 1.2606 data_time: 0.0557 memory: 14432 grad_norm: 50.4832 loss: 6.4807 loss_cls: 0.3510 loss_bbox: 0.6895 d0.loss_cls: 0.4015 d0.loss_bbox: 0.7717 d1.loss_cls: 0.3802 d1.loss_bbox: 0.7249 d2.loss_cls: 0.3704 d2.loss_bbox: 0.6957 d3.loss_cls: 0.3589 d3.loss_bbox: 0.6938 d4.loss_cls: 0.3524 d4.loss_bbox: 0.6906 2022/12/23 09:41:30 - mmengine - INFO - Epoch(train) [7][1350/4689] lr: 1.7071e-04 eta: 1 day, 5:00:05 time: 1.2383 data_time: 0.0554 memory: 14432 grad_norm: 51.8961 loss: 6.7095 loss_cls: 0.3698 loss_bbox: 0.7107 d0.loss_cls: 0.4229 d0.loss_bbox: 0.7852 d1.loss_cls: 0.3982 d1.loss_bbox: 0.7434 d2.loss_cls: 0.3872 d2.loss_bbox: 0.7180 d3.loss_cls: 0.3791 d3.loss_bbox: 0.7130 d4.loss_cls: 0.3721 d4.loss_bbox: 0.7101 2022/12/23 09:42:34 - mmengine - INFO - Epoch(train) [7][1400/4689] lr: 1.7071e-04 eta: 1 day, 4:59:03 time: 1.2621 data_time: 0.0582 memory: 14432 grad_norm: 48.7837 loss: 6.5643 loss_cls: 0.3630 loss_bbox: 0.6953 d0.loss_cls: 0.4147 d0.loss_bbox: 0.7708 d1.loss_cls: 0.3906 d1.loss_bbox: 0.7219 d2.loss_cls: 0.3797 d2.loss_bbox: 0.7000 d3.loss_cls: 0.3711 d3.loss_bbox: 0.6981 d4.loss_cls: 0.3652 d4.loss_bbox: 0.6940 2022/12/23 09:43:37 - mmengine - INFO - Epoch(train) [7][1450/4689] lr: 1.7071e-04 eta: 1 day, 4:58:01 time: 1.2639 data_time: 0.0618 memory: 14432 grad_norm: 52.1961 loss: 6.7051 loss_cls: 0.3745 loss_bbox: 0.7060 d0.loss_cls: 0.4169 d0.loss_bbox: 0.7863 d1.loss_cls: 0.3971 d1.loss_bbox: 0.7394 d2.loss_cls: 0.3887 d2.loss_bbox: 0.7186 d3.loss_cls: 0.3793 d3.loss_bbox: 0.7148 d4.loss_cls: 0.3752 d4.loss_bbox: 0.7084 2022/12/23 09:44:40 - mmengine - INFO - Epoch(train) [7][1500/4689] lr: 1.7071e-04 eta: 1 day, 4:56:58 time: 1.2586 data_time: 0.0560 memory: 14432 grad_norm: 56.1856 loss: 6.4796 loss_cls: 0.3570 loss_bbox: 0.6838 d0.loss_cls: 0.4099 d0.loss_bbox: 0.7627 d1.loss_cls: 0.3849 d1.loss_bbox: 0.7178 d2.loss_cls: 0.3741 d2.loss_bbox: 0.6923 d3.loss_cls: 0.3667 d3.loss_bbox: 0.6875 d4.loss_cls: 0.3599 d4.loss_bbox: 0.6831 2022/12/23 09:45:43 - mmengine - INFO - Epoch(train) [7][1550/4689] lr: 1.7071e-04 eta: 1 day, 4:55:55 time: 1.2580 data_time: 0.0569 memory: 14432 grad_norm: 57.0387 loss: 6.7178 loss_cls: 0.3726 loss_bbox: 0.7080 d0.loss_cls: 0.4198 d0.loss_bbox: 0.7938 d1.loss_cls: 0.3977 d1.loss_bbox: 0.7455 d2.loss_cls: 0.3851 d2.loss_bbox: 0.7213 d3.loss_cls: 0.3769 d3.loss_bbox: 0.7152 d4.loss_cls: 0.3729 d4.loss_bbox: 0.7089 2022/12/23 09:46:47 - mmengine - INFO - Epoch(train) [7][1600/4689] lr: 1.7071e-04 eta: 1 day, 4:54:55 time: 1.2778 data_time: 0.0625 memory: 14432 grad_norm: 52.2648 loss: 6.5351 loss_cls: 0.3596 loss_bbox: 0.6905 d0.loss_cls: 0.4053 d0.loss_bbox: 0.7732 d1.loss_cls: 0.3859 d1.loss_bbox: 0.7240 d2.loss_cls: 0.3729 d2.loss_bbox: 0.7077 d3.loss_cls: 0.3652 d3.loss_bbox: 0.6983 d4.loss_cls: 0.3608 d4.loss_bbox: 0.6917 2022/12/23 09:47:51 - mmengine - INFO - Epoch(train) [7][1650/4689] lr: 1.7071e-04 eta: 1 day, 4:53:56 time: 1.2866 data_time: 0.0618 memory: 14432 grad_norm: 48.8569 loss: 6.4257 loss_cls: 0.3497 loss_bbox: 0.6812 d0.loss_cls: 0.4009 d0.loss_bbox: 0.7654 d1.loss_cls: 0.3748 d1.loss_bbox: 0.7186 d2.loss_cls: 0.3640 d2.loss_bbox: 0.6947 d3.loss_cls: 0.3558 d3.loss_bbox: 0.6879 d4.loss_cls: 0.3513 d4.loss_bbox: 0.6814 2022/12/23 09:48:54 - mmengine - INFO - Epoch(train) [7][1700/4689] lr: 1.7071e-04 eta: 1 day, 4:52:55 time: 1.2695 data_time: 0.0721 memory: 14432 grad_norm: 58.5224 loss: 6.4879 loss_cls: 0.3533 loss_bbox: 0.6881 d0.loss_cls: 0.4086 d0.loss_bbox: 0.7678 d1.loss_cls: 0.3796 d1.loss_bbox: 0.7242 d2.loss_cls: 0.3672 d2.loss_bbox: 0.7017 d3.loss_cls: 0.3586 d3.loss_bbox: 0.6949 d4.loss_cls: 0.3552 d4.loss_bbox: 0.6885 2022/12/23 09:49:57 - mmengine - INFO - Epoch(train) [7][1750/4689] lr: 1.7071e-04 eta: 1 day, 4:51:53 time: 1.2584 data_time: 0.0677 memory: 14432 grad_norm: 53.7722 loss: 6.5509 loss_cls: 0.3629 loss_bbox: 0.6914 d0.loss_cls: 0.4096 d0.loss_bbox: 0.7705 d1.loss_cls: 0.3876 d1.loss_bbox: 0.7265 d2.loss_cls: 0.3758 d2.loss_bbox: 0.7032 d3.loss_cls: 0.3678 d3.loss_bbox: 0.6997 d4.loss_cls: 0.3634 d4.loss_bbox: 0.6926 2022/12/23 09:50:59 - mmengine - INFO - Epoch(train) [7][1800/4689] lr: 1.7071e-04 eta: 1 day, 4:50:47 time: 1.2396 data_time: 0.0679 memory: 14432 grad_norm: 62.3705 loss: 6.7573 loss_cls: 0.3759 loss_bbox: 0.7145 d0.loss_cls: 0.4266 d0.loss_bbox: 0.7863 d1.loss_cls: 0.3997 d1.loss_bbox: 0.7479 d2.loss_cls: 0.3897 d2.loss_bbox: 0.7245 d3.loss_cls: 0.3814 d3.loss_bbox: 0.7190 d4.loss_cls: 0.3775 d4.loss_bbox: 0.7145 2022/12/23 09:52:02 - mmengine - INFO - Epoch(train) [7][1850/4689] lr: 1.7071e-04 eta: 1 day, 4:49:44 time: 1.2515 data_time: 0.0681 memory: 14432 grad_norm: 49.3409 loss: 6.4738 loss_cls: 0.3579 loss_bbox: 0.6844 d0.loss_cls: 0.4103 d0.loss_bbox: 0.7551 d1.loss_cls: 0.3826 d1.loss_bbox: 0.7195 d2.loss_cls: 0.3741 d2.loss_bbox: 0.6934 d3.loss_cls: 0.3648 d3.loss_bbox: 0.6873 d4.loss_cls: 0.3606 d4.loss_bbox: 0.6837 2022/12/23 09:52:22 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 09:53:05 - mmengine - INFO - Epoch(train) [7][1900/4689] lr: 1.7071e-04 eta: 1 day, 4:48:43 time: 1.2698 data_time: 0.0649 memory: 14432 grad_norm: 53.3271 loss: 6.5187 loss_cls: 0.3631 loss_bbox: 0.6865 d0.loss_cls: 0.4061 d0.loss_bbox: 0.7655 d1.loss_cls: 0.3865 d1.loss_bbox: 0.7223 d2.loss_cls: 0.3767 d2.loss_bbox: 0.6986 d3.loss_cls: 0.3716 d3.loss_bbox: 0.6898 d4.loss_cls: 0.3658 d4.loss_bbox: 0.6863 2022/12/23 09:54:08 - mmengine - INFO - Epoch(train) [7][1950/4689] lr: 1.7071e-04 eta: 1 day, 4:47:40 time: 1.2619 data_time: 0.0674 memory: 14432 grad_norm: 53.1002 loss: 6.8242 loss_cls: 0.3784 loss_bbox: 0.7220 d0.loss_cls: 0.4316 d0.loss_bbox: 0.7877 d1.loss_cls: 0.4081 d1.loss_bbox: 0.7533 d2.loss_cls: 0.3975 d2.loss_bbox: 0.7306 d3.loss_cls: 0.3860 d3.loss_bbox: 0.7264 d4.loss_cls: 0.3821 d4.loss_bbox: 0.7206 2022/12/23 09:55:11 - mmengine - INFO - Epoch(train) [7][2000/4689] lr: 1.7071e-04 eta: 1 day, 4:46:36 time: 1.2479 data_time: 0.0657 memory: 14432 grad_norm: 60.0603 loss: 6.6167 loss_cls: 0.3628 loss_bbox: 0.7014 d0.loss_cls: 0.4113 d0.loss_bbox: 0.7809 d1.loss_cls: 0.3868 d1.loss_bbox: 0.7394 d2.loss_cls: 0.3741 d2.loss_bbox: 0.7179 d3.loss_cls: 0.3668 d3.loss_bbox: 0.7087 d4.loss_cls: 0.3643 d4.loss_bbox: 0.7022 2022/12/23 09:56:15 - mmengine - INFO - Epoch(train) [7][2050/4689] lr: 1.7071e-04 eta: 1 day, 4:45:36 time: 1.2759 data_time: 0.0686 memory: 14432 grad_norm: 50.8476 loss: 6.5273 loss_cls: 0.3610 loss_bbox: 0.6843 d0.loss_cls: 0.4111 d0.loss_bbox: 0.7725 d1.loss_cls: 0.3881 d1.loss_bbox: 0.7258 d2.loss_cls: 0.3743 d2.loss_bbox: 0.7018 d3.loss_cls: 0.3658 d3.loss_bbox: 0.6947 d4.loss_cls: 0.3613 d4.loss_bbox: 0.6865 2022/12/23 09:57:17 - mmengine - INFO - Epoch(train) [7][2100/4689] lr: 1.7071e-04 eta: 1 day, 4:44:32 time: 1.2498 data_time: 0.0742 memory: 14432 grad_norm: 54.1948 loss: 6.5513 loss_cls: 0.3668 loss_bbox: 0.6893 d0.loss_cls: 0.4153 d0.loss_bbox: 0.7621 d1.loss_cls: 0.3911 d1.loss_bbox: 0.7257 d2.loss_cls: 0.3796 d2.loss_bbox: 0.6989 d3.loss_cls: 0.3712 d3.loss_bbox: 0.6952 d4.loss_cls: 0.3669 d4.loss_bbox: 0.6892 2022/12/23 09:58:20 - mmengine - INFO - Epoch(train) [7][2150/4689] lr: 1.7071e-04 eta: 1 day, 4:43:28 time: 1.2512 data_time: 0.0641 memory: 14432 grad_norm: 51.0778 loss: 6.4340 loss_cls: 0.3491 loss_bbox: 0.6836 d0.loss_cls: 0.3999 d0.loss_bbox: 0.7678 d1.loss_cls: 0.3714 d1.loss_bbox: 0.7250 d2.loss_cls: 0.3590 d2.loss_bbox: 0.6989 d3.loss_cls: 0.3504 d3.loss_bbox: 0.6939 d4.loss_cls: 0.3492 d4.loss_bbox: 0.6858 2022/12/23 09:59:23 - mmengine - INFO - Epoch(train) [7][2200/4689] lr: 1.7071e-04 eta: 1 day, 4:42:27 time: 1.2659 data_time: 0.0755 memory: 14432 grad_norm: 59.3919 loss: 6.6045 loss_cls: 0.3700 loss_bbox: 0.6956 d0.loss_cls: 0.4210 d0.loss_bbox: 0.7637 d1.loss_cls: 0.3934 d1.loss_bbox: 0.7276 d2.loss_cls: 0.3829 d2.loss_bbox: 0.7060 d3.loss_cls: 0.3745 d3.loss_bbox: 0.7024 d4.loss_cls: 0.3730 d4.loss_bbox: 0.6944 2022/12/23 10:00:26 - mmengine - INFO - Epoch(train) [7][2250/4689] lr: 1.7071e-04 eta: 1 day, 4:41:24 time: 1.2621 data_time: 0.0634 memory: 14432 grad_norm: 56.0298 loss: 6.4961 loss_cls: 0.3552 loss_bbox: 0.6890 d0.loss_cls: 0.3969 d0.loss_bbox: 0.7749 d1.loss_cls: 0.3781 d1.loss_bbox: 0.7283 d2.loss_cls: 0.3678 d2.loss_bbox: 0.7030 d3.loss_cls: 0.3595 d3.loss_bbox: 0.6964 d4.loss_cls: 0.3571 d4.loss_bbox: 0.6898 2022/12/23 10:01:29 - mmengine - INFO - Epoch(train) [7][2300/4689] lr: 1.7071e-04 eta: 1 day, 4:40:21 time: 1.2565 data_time: 0.0617 memory: 14432 grad_norm: 57.1720 loss: 6.5515 loss_cls: 0.3608 loss_bbox: 0.6904 d0.loss_cls: 0.4132 d0.loss_bbox: 0.7749 d1.loss_cls: 0.3872 d1.loss_bbox: 0.7276 d2.loss_cls: 0.3769 d2.loss_bbox: 0.7037 d3.loss_cls: 0.3661 d3.loss_bbox: 0.6972 d4.loss_cls: 0.3635 d4.loss_bbox: 0.6901 2022/12/23 10:02:31 - mmengine - INFO - Epoch(train) [7][2350/4689] lr: 1.7071e-04 eta: 1 day, 4:39:18 time: 1.2501 data_time: 0.0616 memory: 14432 grad_norm: 59.5274 loss: 6.6462 loss_cls: 0.3660 loss_bbox: 0.7031 d0.loss_cls: 0.4249 d0.loss_bbox: 0.7792 d1.loss_cls: 0.3980 d1.loss_bbox: 0.7289 d2.loss_cls: 0.3832 d2.loss_bbox: 0.7111 d3.loss_cls: 0.3731 d3.loss_bbox: 0.7081 d4.loss_cls: 0.3696 d4.loss_bbox: 0.7012 2022/12/23 10:03:35 - mmengine - INFO - Epoch(train) [7][2400/4689] lr: 1.7071e-04 eta: 1 day, 4:38:18 time: 1.2781 data_time: 0.0611 memory: 14432 grad_norm: 55.8984 loss: 6.6959 loss_cls: 0.3706 loss_bbox: 0.7068 d0.loss_cls: 0.4262 d0.loss_bbox: 0.7791 d1.loss_cls: 0.4026 d1.loss_bbox: 0.7370 d2.loss_cls: 0.3886 d2.loss_bbox: 0.7172 d3.loss_cls: 0.3786 d3.loss_bbox: 0.7111 d4.loss_cls: 0.3727 d4.loss_bbox: 0.7055 2022/12/23 10:04:38 - mmengine - INFO - Epoch(train) [7][2450/4689] lr: 1.7071e-04 eta: 1 day, 4:37:15 time: 1.2585 data_time: 0.0638 memory: 14432 grad_norm: 55.0937 loss: 6.8593 loss_cls: 0.3887 loss_bbox: 0.7154 d0.loss_cls: 0.4388 d0.loss_bbox: 0.7925 d1.loss_cls: 0.4168 d1.loss_bbox: 0.7493 d2.loss_cls: 0.4035 d2.loss_bbox: 0.7301 d3.loss_cls: 0.3939 d3.loss_bbox: 0.7235 d4.loss_cls: 0.3901 d4.loss_bbox: 0.7167 2022/12/23 10:05:42 - mmengine - INFO - Epoch(train) [7][2500/4689] lr: 1.7071e-04 eta: 1 day, 4:36:13 time: 1.2669 data_time: 0.0676 memory: 14432 grad_norm: 55.2820 loss: 6.5135 loss_cls: 0.3568 loss_bbox: 0.6899 d0.loss_cls: 0.4083 d0.loss_bbox: 0.7685 d1.loss_cls: 0.3859 d1.loss_bbox: 0.7243 d2.loss_cls: 0.3742 d2.loss_bbox: 0.6986 d3.loss_cls: 0.3631 d3.loss_bbox: 0.6949 d4.loss_cls: 0.3594 d4.loss_bbox: 0.6896 2022/12/23 10:06:44 - mmengine - INFO - Epoch(train) [7][2550/4689] lr: 1.7071e-04 eta: 1 day, 4:35:08 time: 1.2410 data_time: 0.0608 memory: 14432 grad_norm: 51.7050 loss: 6.5550 loss_cls: 0.3669 loss_bbox: 0.6861 d0.loss_cls: 0.4123 d0.loss_bbox: 0.7754 d1.loss_cls: 0.3902 d1.loss_bbox: 0.7216 d2.loss_cls: 0.3788 d2.loss_bbox: 0.7009 d3.loss_cls: 0.3701 d3.loss_bbox: 0.6958 d4.loss_cls: 0.3698 d4.loss_bbox: 0.6871 2022/12/23 10:07:45 - mmengine - INFO - Epoch(train) [7][2600/4689] lr: 1.7071e-04 eta: 1 day, 4:34:02 time: 1.2343 data_time: 0.0670 memory: 14432 grad_norm: 53.4059 loss: 6.4320 loss_cls: 0.3567 loss_bbox: 0.6784 d0.loss_cls: 0.4048 d0.loss_bbox: 0.7611 d1.loss_cls: 0.3797 d1.loss_bbox: 0.7121 d2.loss_cls: 0.3710 d2.loss_bbox: 0.6859 d3.loss_cls: 0.3614 d3.loss_bbox: 0.6846 d4.loss_cls: 0.3583 d4.loss_bbox: 0.6779 2022/12/23 10:08:49 - mmengine - INFO - Epoch(train) [7][2650/4689] lr: 1.7071e-04 eta: 1 day, 4:33:00 time: 1.2640 data_time: 0.0681 memory: 14432 grad_norm: 51.5043 loss: 6.4322 loss_cls: 0.3533 loss_bbox: 0.6826 d0.loss_cls: 0.4021 d0.loss_bbox: 0.7635 d1.loss_cls: 0.3745 d1.loss_bbox: 0.7148 d2.loss_cls: 0.3668 d2.loss_bbox: 0.6926 d3.loss_cls: 0.3554 d3.loss_bbox: 0.6905 d4.loss_cls: 0.3533 d4.loss_bbox: 0.6828 2022/12/23 10:09:51 - mmengine - INFO - Epoch(train) [7][2700/4689] lr: 1.7071e-04 eta: 1 day, 4:31:56 time: 1.2474 data_time: 0.0631 memory: 14432 grad_norm: 49.4201 loss: 6.6234 loss_cls: 0.3696 loss_bbox: 0.6974 d0.loss_cls: 0.4168 d0.loss_bbox: 0.7789 d1.loss_cls: 0.3929 d1.loss_bbox: 0.7318 d2.loss_cls: 0.3822 d2.loss_bbox: 0.7094 d3.loss_cls: 0.3742 d3.loss_bbox: 0.7023 d4.loss_cls: 0.3718 d4.loss_bbox: 0.6959 2022/12/23 10:10:53 - mmengine - INFO - Epoch(train) [7][2750/4689] lr: 1.7071e-04 eta: 1 day, 4:30:52 time: 1.2478 data_time: 0.0648 memory: 14432 grad_norm: 51.3206 loss: 6.4743 loss_cls: 0.3614 loss_bbox: 0.6792 d0.loss_cls: 0.4136 d0.loss_bbox: 0.7549 d1.loss_cls: 0.3883 d1.loss_bbox: 0.7121 d2.loss_cls: 0.3763 d2.loss_bbox: 0.6921 d3.loss_cls: 0.3670 d3.loss_bbox: 0.6864 d4.loss_cls: 0.3633 d4.loss_bbox: 0.6798 2022/12/23 10:11:57 - mmengine - INFO - Epoch(train) [7][2800/4689] lr: 1.7071e-04 eta: 1 day, 4:29:51 time: 1.2712 data_time: 0.0694 memory: 14432 grad_norm: 52.8480 loss: 6.5716 loss_cls: 0.3600 loss_bbox: 0.6973 d0.loss_cls: 0.4123 d0.loss_bbox: 0.7716 d1.loss_cls: 0.3862 d1.loss_bbox: 0.7287 d2.loss_cls: 0.3718 d2.loss_bbox: 0.7109 d3.loss_cls: 0.3648 d3.loss_bbox: 0.7071 d4.loss_cls: 0.3627 d4.loss_bbox: 0.6981 2022/12/23 10:13:00 - mmengine - INFO - Epoch(train) [7][2850/4689] lr: 1.7071e-04 eta: 1 day, 4:28:50 time: 1.2678 data_time: 0.0639 memory: 14432 grad_norm: 54.2186 loss: 6.6127 loss_cls: 0.3644 loss_bbox: 0.7038 d0.loss_cls: 0.4145 d0.loss_bbox: 0.7720 d1.loss_cls: 0.3877 d1.loss_bbox: 0.7348 d2.loss_cls: 0.3798 d2.loss_bbox: 0.7108 d3.loss_cls: 0.3703 d3.loss_bbox: 0.7060 d4.loss_cls: 0.3682 d4.loss_bbox: 0.7006 2022/12/23 10:13:20 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 10:14:03 - mmengine - INFO - Epoch(train) [7][2900/4689] lr: 1.7071e-04 eta: 1 day, 4:27:47 time: 1.2587 data_time: 0.0715 memory: 14432 grad_norm: 48.9755 loss: 6.4878 loss_cls: 0.3635 loss_bbox: 0.6797 d0.loss_cls: 0.4104 d0.loss_bbox: 0.7644 d1.loss_cls: 0.3874 d1.loss_bbox: 0.7138 d2.loss_cls: 0.3760 d2.loss_bbox: 0.6926 d3.loss_cls: 0.3687 d3.loss_bbox: 0.6861 d4.loss_cls: 0.3638 d4.loss_bbox: 0.6816 2022/12/23 10:15:07 - mmengine - INFO - Epoch(train) [7][2950/4689] lr: 1.7071e-04 eta: 1 day, 4:26:45 time: 1.2668 data_time: 0.0670 memory: 14432 grad_norm: 52.6427 loss: 6.5513 loss_cls: 0.3591 loss_bbox: 0.6965 d0.loss_cls: 0.3997 d0.loss_bbox: 0.7819 d1.loss_cls: 0.3797 d1.loss_bbox: 0.7331 d2.loss_cls: 0.3679 d2.loss_bbox: 0.7102 d3.loss_cls: 0.3618 d3.loss_bbox: 0.7053 d4.loss_cls: 0.3577 d4.loss_bbox: 0.6984 2022/12/23 10:16:10 - mmengine - INFO - Epoch(train) [7][3000/4689] lr: 1.7071e-04 eta: 1 day, 4:25:43 time: 1.2609 data_time: 0.0667 memory: 14432 grad_norm: 52.3705 loss: 6.4930 loss_cls: 0.3607 loss_bbox: 0.6796 d0.loss_cls: 0.4116 d0.loss_bbox: 0.7639 d1.loss_cls: 0.3896 d1.loss_bbox: 0.7153 d2.loss_cls: 0.3765 d2.loss_bbox: 0.6951 d3.loss_cls: 0.3650 d3.loss_bbox: 0.6917 d4.loss_cls: 0.3613 d4.loss_bbox: 0.6827 2022/12/23 10:17:12 - mmengine - INFO - Epoch(train) [7][3050/4689] lr: 1.7071e-04 eta: 1 day, 4:24:38 time: 1.2441 data_time: 0.0757 memory: 14432 grad_norm: 53.9873 loss: 6.6667 loss_cls: 0.3781 loss_bbox: 0.6961 d0.loss_cls: 0.4265 d0.loss_bbox: 0.7738 d1.loss_cls: 0.4039 d1.loss_bbox: 0.7294 d2.loss_cls: 0.3939 d2.loss_bbox: 0.7058 d3.loss_cls: 0.3832 d3.loss_bbox: 0.7012 d4.loss_cls: 0.3810 d4.loss_bbox: 0.6937 2022/12/23 10:18:16 - mmengine - INFO - Epoch(train) [7][3100/4689] lr: 1.7071e-04 eta: 1 day, 4:23:37 time: 1.2720 data_time: 0.0547 memory: 14432 grad_norm: 50.2689 loss: 6.4850 loss_cls: 0.3541 loss_bbox: 0.6912 d0.loss_cls: 0.3958 d0.loss_bbox: 0.7723 d1.loss_cls: 0.3764 d1.loss_bbox: 0.7226 d2.loss_cls: 0.3662 d2.loss_bbox: 0.7039 d3.loss_cls: 0.3583 d3.loss_bbox: 0.6980 d4.loss_cls: 0.3555 d4.loss_bbox: 0.6906 2022/12/23 10:19:18 - mmengine - INFO - Epoch(train) [7][3150/4689] lr: 1.7071e-04 eta: 1 day, 4:22:34 time: 1.2518 data_time: 0.0659 memory: 14432 grad_norm: 56.4270 loss: 6.5698 loss_cls: 0.3665 loss_bbox: 0.6924 d0.loss_cls: 0.4103 d0.loss_bbox: 0.7668 d1.loss_cls: 0.3908 d1.loss_bbox: 0.7236 d2.loss_cls: 0.3834 d2.loss_bbox: 0.7040 d3.loss_cls: 0.3724 d3.loss_bbox: 0.6991 d4.loss_cls: 0.3695 d4.loss_bbox: 0.6911 2022/12/23 10:20:22 - mmengine - INFO - Epoch(train) [7][3200/4689] lr: 1.7071e-04 eta: 1 day, 4:21:33 time: 1.2727 data_time: 0.0663 memory: 14432 grad_norm: 54.0820 loss: 6.5502 loss_cls: 0.3609 loss_bbox: 0.6917 d0.loss_cls: 0.4113 d0.loss_bbox: 0.7694 d1.loss_cls: 0.3851 d1.loss_bbox: 0.7305 d2.loss_cls: 0.3723 d2.loss_bbox: 0.7075 d3.loss_cls: 0.3641 d3.loss_bbox: 0.7019 d4.loss_cls: 0.3613 d4.loss_bbox: 0.6942 2022/12/23 10:21:25 - mmengine - INFO - Epoch(train) [7][3250/4689] lr: 1.7071e-04 eta: 1 day, 4:20:31 time: 1.2598 data_time: 0.0669 memory: 14432 grad_norm: 53.4071 loss: 6.4976 loss_cls: 0.3564 loss_bbox: 0.6888 d0.loss_cls: 0.4061 d0.loss_bbox: 0.7642 d1.loss_cls: 0.3833 d1.loss_bbox: 0.7221 d2.loss_cls: 0.3719 d2.loss_bbox: 0.6999 d3.loss_cls: 0.3613 d3.loss_bbox: 0.6958 d4.loss_cls: 0.3584 d4.loss_bbox: 0.6893 2022/12/23 10:22:29 - mmengine - INFO - Epoch(train) [7][3300/4689] lr: 1.7071e-04 eta: 1 day, 4:19:32 time: 1.2875 data_time: 0.0834 memory: 14432 grad_norm: 48.3271 loss: 6.3029 loss_cls: 0.3444 loss_bbox: 0.6665 d0.loss_cls: 0.3917 d0.loss_bbox: 0.7527 d1.loss_cls: 0.3710 d1.loss_bbox: 0.7023 d2.loss_cls: 0.3570 d2.loss_bbox: 0.6813 d3.loss_cls: 0.3484 d3.loss_bbox: 0.6750 d4.loss_cls: 0.3451 d4.loss_bbox: 0.6676 2022/12/23 10:23:33 - mmengine - INFO - Epoch(train) [7][3350/4689] lr: 1.7071e-04 eta: 1 day, 4:18:31 time: 1.2739 data_time: 0.0619 memory: 14432 grad_norm: 54.0854 loss: 6.6536 loss_cls: 0.3603 loss_bbox: 0.7080 d0.loss_cls: 0.4092 d0.loss_bbox: 0.7893 d1.loss_cls: 0.3852 d1.loss_bbox: 0.7488 d2.loss_cls: 0.3756 d2.loss_bbox: 0.7242 d3.loss_cls: 0.3667 d3.loss_bbox: 0.7163 d4.loss_cls: 0.3612 d4.loss_bbox: 0.7087 2022/12/23 10:24:36 - mmengine - INFO - Epoch(train) [7][3400/4689] lr: 1.7071e-04 eta: 1 day, 4:17:28 time: 1.2551 data_time: 0.0633 memory: 14432 grad_norm: 54.8626 loss: 6.7657 loss_cls: 0.3825 loss_bbox: 0.7089 d0.loss_cls: 0.4307 d0.loss_bbox: 0.7847 d1.loss_cls: 0.4085 d1.loss_bbox: 0.7414 d2.loss_cls: 0.3964 d2.loss_bbox: 0.7200 d3.loss_cls: 0.3870 d3.loss_bbox: 0.7138 d4.loss_cls: 0.3831 d4.loss_bbox: 0.7086 2022/12/23 10:25:38 - mmengine - INFO - Epoch(train) [7][3450/4689] lr: 1.7071e-04 eta: 1 day, 4:16:25 time: 1.2575 data_time: 0.0636 memory: 14432 grad_norm: 59.2679 loss: 6.3505 loss_cls: 0.3449 loss_bbox: 0.6748 d0.loss_cls: 0.3975 d0.loss_bbox: 0.7514 d1.loss_cls: 0.3744 d1.loss_bbox: 0.7049 d2.loss_cls: 0.3617 d2.loss_bbox: 0.6857 d3.loss_cls: 0.3504 d3.loss_bbox: 0.6815 d4.loss_cls: 0.3476 d4.loss_bbox: 0.6758 2022/12/23 10:26:41 - mmengine - INFO - Epoch(train) [7][3500/4689] lr: 1.7071e-04 eta: 1 day, 4:15:20 time: 1.2450 data_time: 0.0602 memory: 14432 grad_norm: 48.1165 loss: 6.5912 loss_cls: 0.3657 loss_bbox: 0.6943 d0.loss_cls: 0.4158 d0.loss_bbox: 0.7743 d1.loss_cls: 0.3911 d1.loss_bbox: 0.7274 d2.loss_cls: 0.3801 d2.loss_bbox: 0.7076 d3.loss_cls: 0.3716 d3.loss_bbox: 0.7007 d4.loss_cls: 0.3689 d4.loss_bbox: 0.6937 2022/12/23 10:27:43 - mmengine - INFO - Epoch(train) [7][3550/4689] lr: 1.7071e-04 eta: 1 day, 4:14:16 time: 1.2467 data_time: 0.0613 memory: 14432 grad_norm: 56.0063 loss: 6.5966 loss_cls: 0.3641 loss_bbox: 0.6980 d0.loss_cls: 0.4170 d0.loss_bbox: 0.7711 d1.loss_cls: 0.3914 d1.loss_bbox: 0.7297 d2.loss_cls: 0.3768 d2.loss_bbox: 0.7115 d3.loss_cls: 0.3706 d3.loss_bbox: 0.7033 d4.loss_cls: 0.3658 d4.loss_bbox: 0.6974 2022/12/23 10:28:46 - mmengine - INFO - Epoch(train) [7][3600/4689] lr: 1.7071e-04 eta: 1 day, 4:13:12 time: 1.2504 data_time: 0.0651 memory: 14432 grad_norm: 54.8433 loss: 6.7001 loss_cls: 0.3730 loss_bbox: 0.7073 d0.loss_cls: 0.4268 d0.loss_bbox: 0.7779 d1.loss_cls: 0.3993 d1.loss_bbox: 0.7348 d2.loss_cls: 0.3882 d2.loss_bbox: 0.7183 d3.loss_cls: 0.3809 d3.loss_bbox: 0.7114 d4.loss_cls: 0.3757 d4.loss_bbox: 0.7065 2022/12/23 10:29:48 - mmengine - INFO - Epoch(train) [7][3650/4689] lr: 1.7071e-04 eta: 1 day, 4:12:08 time: 1.2441 data_time: 0.0601 memory: 14432 grad_norm: 57.8176 loss: 6.6871 loss_cls: 0.3716 loss_bbox: 0.7035 d0.loss_cls: 0.4232 d0.loss_bbox: 0.7830 d1.loss_cls: 0.3989 d1.loss_bbox: 0.7352 d2.loss_cls: 0.3865 d2.loss_bbox: 0.7175 d3.loss_cls: 0.3785 d3.loss_bbox: 0.7114 d4.loss_cls: 0.3729 d4.loss_bbox: 0.7050 2022/12/23 10:30:51 - mmengine - INFO - Epoch(train) [7][3700/4689] lr: 1.7071e-04 eta: 1 day, 4:11:05 time: 1.2554 data_time: 0.0734 memory: 14432 grad_norm: 59.8813 loss: 6.5245 loss_cls: 0.3646 loss_bbox: 0.6846 d0.loss_cls: 0.4155 d0.loss_bbox: 0.7607 d1.loss_cls: 0.3869 d1.loss_bbox: 0.7194 d2.loss_cls: 0.3755 d2.loss_bbox: 0.7026 d3.loss_cls: 0.3679 d3.loss_bbox: 0.6955 d4.loss_cls: 0.3675 d4.loss_bbox: 0.6837 2022/12/23 10:31:54 - mmengine - INFO - Epoch(train) [7][3750/4689] lr: 1.7071e-04 eta: 1 day, 4:10:02 time: 1.2614 data_time: 0.0658 memory: 14432 grad_norm: 47.3901 loss: 6.5498 loss_cls: 0.3668 loss_bbox: 0.6892 d0.loss_cls: 0.4161 d0.loss_bbox: 0.7617 d1.loss_cls: 0.3935 d1.loss_bbox: 0.7174 d2.loss_cls: 0.3809 d2.loss_bbox: 0.6994 d3.loss_cls: 0.3699 d3.loss_bbox: 0.6961 d4.loss_cls: 0.3701 d4.loss_bbox: 0.6886 2022/12/23 10:32:56 - mmengine - INFO - Epoch(train) [7][3800/4689] lr: 1.7071e-04 eta: 1 day, 4:08:58 time: 1.2425 data_time: 0.0645 memory: 14432 grad_norm: 57.2686 loss: 6.6787 loss_cls: 0.3658 loss_bbox: 0.7068 d0.loss_cls: 0.4216 d0.loss_bbox: 0.7862 d1.loss_cls: 0.3933 d1.loss_bbox: 0.7419 d2.loss_cls: 0.3815 d2.loss_bbox: 0.7202 d3.loss_cls: 0.3725 d3.loss_bbox: 0.7147 d4.loss_cls: 0.3690 d4.loss_bbox: 0.7053 2022/12/23 10:33:59 - mmengine - INFO - Epoch(train) [7][3850/4689] lr: 1.7071e-04 eta: 1 day, 4:07:56 time: 1.2670 data_time: 0.0617 memory: 14432 grad_norm: 53.2778 loss: 6.5397 loss_cls: 0.3663 loss_bbox: 0.6881 d0.loss_cls: 0.4133 d0.loss_bbox: 0.7632 d1.loss_cls: 0.3932 d1.loss_bbox: 0.7157 d2.loss_cls: 0.3812 d2.loss_bbox: 0.6972 d3.loss_cls: 0.3737 d3.loss_bbox: 0.6914 d4.loss_cls: 0.3694 d4.loss_bbox: 0.6870 2022/12/23 10:34:19 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 10:35:02 - mmengine - INFO - Epoch(train) [7][3900/4689] lr: 1.7071e-04 eta: 1 day, 4:06:52 time: 1.2498 data_time: 0.0675 memory: 14432 grad_norm: 58.3165 loss: 6.4135 loss_cls: 0.3534 loss_bbox: 0.6776 d0.loss_cls: 0.4148 d0.loss_bbox: 0.7472 d1.loss_cls: 0.3868 d1.loss_bbox: 0.7033 d2.loss_cls: 0.3690 d2.loss_bbox: 0.6857 d3.loss_cls: 0.3620 d3.loss_bbox: 0.6808 d4.loss_cls: 0.3569 d4.loss_bbox: 0.6760 2022/12/23 10:36:05 - mmengine - INFO - Epoch(train) [7][3950/4689] lr: 1.7071e-04 eta: 1 day, 4:05:50 time: 1.2634 data_time: 0.0596 memory: 14432 grad_norm: 53.2239 loss: 6.5794 loss_cls: 0.3623 loss_bbox: 0.6967 d0.loss_cls: 0.4130 d0.loss_bbox: 0.7748 d1.loss_cls: 0.3917 d1.loss_bbox: 0.7281 d2.loss_cls: 0.3760 d2.loss_bbox: 0.7075 d3.loss_cls: 0.3696 d3.loss_bbox: 0.6992 d4.loss_cls: 0.3634 d4.loss_bbox: 0.6972 2022/12/23 10:37:09 - mmengine - INFO - Epoch(train) [7][4000/4689] lr: 1.7071e-04 eta: 1 day, 4:04:49 time: 1.2732 data_time: 0.0656 memory: 14432 grad_norm: 57.4759 loss: 6.6937 loss_cls: 0.3619 loss_bbox: 0.7158 d0.loss_cls: 0.4186 d0.loss_bbox: 0.7784 d1.loss_cls: 0.3958 d1.loss_bbox: 0.7432 d2.loss_cls: 0.3821 d2.loss_bbox: 0.7270 d3.loss_cls: 0.3699 d3.loss_bbox: 0.7221 d4.loss_cls: 0.3636 d4.loss_bbox: 0.7154 2022/12/23 10:38:12 - mmengine - INFO - Epoch(train) [7][4050/4689] lr: 1.7071e-04 eta: 1 day, 4:03:48 time: 1.2700 data_time: 0.0711 memory: 14432 grad_norm: 51.8765 loss: 6.5756 loss_cls: 0.3598 loss_bbox: 0.7014 d0.loss_cls: 0.4060 d0.loss_bbox: 0.7748 d1.loss_cls: 0.3845 d1.loss_bbox: 0.7314 d2.loss_cls: 0.3740 d2.loss_bbox: 0.7095 d3.loss_cls: 0.3682 d3.loss_bbox: 0.7033 d4.loss_cls: 0.3636 d4.loss_bbox: 0.6991 2022/12/23 10:39:15 - mmengine - INFO - Epoch(train) [7][4100/4689] lr: 1.7071e-04 eta: 1 day, 4:02:45 time: 1.2540 data_time: 0.0752 memory: 14432 grad_norm: 57.2069 loss: 6.5868 loss_cls: 0.3643 loss_bbox: 0.6946 d0.loss_cls: 0.4161 d0.loss_bbox: 0.7724 d1.loss_cls: 0.3911 d1.loss_bbox: 0.7282 d2.loss_cls: 0.3772 d2.loss_bbox: 0.7099 d3.loss_cls: 0.3683 d3.loss_bbox: 0.7034 d4.loss_cls: 0.3646 d4.loss_bbox: 0.6968 2022/12/23 10:40:17 - mmengine - INFO - Epoch(train) [7][4150/4689] lr: 1.7071e-04 eta: 1 day, 4:01:40 time: 1.2422 data_time: 0.0630 memory: 14432 grad_norm: 60.4115 loss: 6.5725 loss_cls: 0.3658 loss_bbox: 0.6866 d0.loss_cls: 0.4161 d0.loss_bbox: 0.7787 d1.loss_cls: 0.3899 d1.loss_bbox: 0.7304 d2.loss_cls: 0.3786 d2.loss_bbox: 0.7045 d3.loss_cls: 0.3688 d3.loss_bbox: 0.6979 d4.loss_cls: 0.3650 d4.loss_bbox: 0.6903 2022/12/23 10:41:19 - mmengine - INFO - Epoch(train) [7][4200/4689] lr: 1.7071e-04 eta: 1 day, 4:00:35 time: 1.2435 data_time: 0.0663 memory: 14432 grad_norm: 56.4232 loss: 6.6428 loss_cls: 0.3753 loss_bbox: 0.6922 d0.loss_cls: 0.4304 d0.loss_bbox: 0.7708 d1.loss_cls: 0.4069 d1.loss_bbox: 0.7258 d2.loss_cls: 0.3922 d2.loss_bbox: 0.7026 d3.loss_cls: 0.3825 d3.loss_bbox: 0.6945 d4.loss_cls: 0.3760 d4.loss_bbox: 0.6935 2022/12/23 10:42:22 - mmengine - INFO - Epoch(train) [7][4250/4689] lr: 1.7071e-04 eta: 1 day, 3:59:33 time: 1.2609 data_time: 0.0640 memory: 14432 grad_norm: 50.0861 loss: 6.5818 loss_cls: 0.3745 loss_bbox: 0.6862 d0.loss_cls: 0.4283 d0.loss_bbox: 0.7596 d1.loss_cls: 0.4044 d1.loss_bbox: 0.7127 d2.loss_cls: 0.3865 d2.loss_bbox: 0.6975 d3.loss_cls: 0.3768 d3.loss_bbox: 0.6933 d4.loss_cls: 0.3752 d4.loss_bbox: 0.6867 2022/12/23 10:43:25 - mmengine - INFO - Epoch(train) [7][4300/4689] lr: 1.7071e-04 eta: 1 day, 3:58:29 time: 1.2509 data_time: 0.0671 memory: 14432 grad_norm: 54.0132 loss: 6.6009 loss_cls: 0.3728 loss_bbox: 0.6898 d0.loss_cls: 0.4275 d0.loss_bbox: 0.7567 d1.loss_cls: 0.4027 d1.loss_bbox: 0.7199 d2.loss_cls: 0.3876 d2.loss_bbox: 0.7029 d3.loss_cls: 0.3778 d3.loss_bbox: 0.6977 d4.loss_cls: 0.3750 d4.loss_bbox: 0.6905 2022/12/23 10:44:27 - mmengine - INFO - Epoch(train) [7][4350/4689] lr: 1.7071e-04 eta: 1 day, 3:57:25 time: 1.2490 data_time: 0.0637 memory: 14432 grad_norm: 51.4784 loss: 6.6133 loss_cls: 0.3676 loss_bbox: 0.6952 d0.loss_cls: 0.4213 d0.loss_bbox: 0.7729 d1.loss_cls: 0.3954 d1.loss_bbox: 0.7299 d2.loss_cls: 0.3861 d2.loss_bbox: 0.7055 d3.loss_cls: 0.3781 d3.loss_bbox: 0.6961 d4.loss_cls: 0.3702 d4.loss_bbox: 0.6950 2022/12/23 10:45:29 - mmengine - INFO - Epoch(train) [7][4400/4689] lr: 1.7071e-04 eta: 1 day, 3:56:21 time: 1.2442 data_time: 0.0615 memory: 14432 grad_norm: 57.7359 loss: 6.5955 loss_cls: 0.3585 loss_bbox: 0.7051 d0.loss_cls: 0.4083 d0.loss_bbox: 0.7802 d1.loss_cls: 0.3830 d1.loss_bbox: 0.7375 d2.loss_cls: 0.3704 d2.loss_bbox: 0.7151 d3.loss_cls: 0.3624 d3.loss_bbox: 0.7109 d4.loss_cls: 0.3592 d4.loss_bbox: 0.7050 2022/12/23 10:46:32 - mmengine - INFO - Epoch(train) [7][4450/4689] lr: 1.7071e-04 eta: 1 day, 3:55:18 time: 1.2563 data_time: 0.0646 memory: 14432 grad_norm: 54.8154 loss: 6.4337 loss_cls: 0.3549 loss_bbox: 0.6771 d0.loss_cls: 0.4056 d0.loss_bbox: 0.7563 d1.loss_cls: 0.3833 d1.loss_bbox: 0.7100 d2.loss_cls: 0.3709 d2.loss_bbox: 0.6924 d3.loss_cls: 0.3598 d3.loss_bbox: 0.6870 d4.loss_cls: 0.3574 d4.loss_bbox: 0.6788 2022/12/23 10:47:36 - mmengine - INFO - Epoch(train) [7][4500/4689] lr: 1.7071e-04 eta: 1 day, 3:54:18 time: 1.2834 data_time: 0.0777 memory: 14432 grad_norm: 57.4832 loss: 6.6266 loss_cls: 0.3745 loss_bbox: 0.6929 d0.loss_cls: 0.4219 d0.loss_bbox: 0.7694 d1.loss_cls: 0.3995 d1.loss_bbox: 0.7291 d2.loss_cls: 0.3898 d2.loss_bbox: 0.7035 d3.loss_cls: 0.3797 d3.loss_bbox: 0.6975 d4.loss_cls: 0.3748 d4.loss_bbox: 0.6940 2022/12/23 10:48:40 - mmengine - INFO - Epoch(train) [7][4550/4689] lr: 1.7071e-04 eta: 1 day, 3:53:17 time: 1.2710 data_time: 0.0662 memory: 14432 grad_norm: 51.4104 loss: 6.5451 loss_cls: 0.3632 loss_bbox: 0.6896 d0.loss_cls: 0.4116 d0.loss_bbox: 0.7688 d1.loss_cls: 0.3881 d1.loss_bbox: 0.7228 d2.loss_cls: 0.3747 d2.loss_bbox: 0.7046 d3.loss_cls: 0.3669 d3.loss_bbox: 0.6992 d4.loss_cls: 0.3641 d4.loss_bbox: 0.6913 2022/12/23 10:49:43 - mmengine - INFO - Epoch(train) [7][4600/4689] lr: 1.7071e-04 eta: 1 day, 3:52:15 time: 1.2655 data_time: 0.0651 memory: 14432 grad_norm: 56.6399 loss: 6.5425 loss_cls: 0.3551 loss_bbox: 0.6984 d0.loss_cls: 0.4020 d0.loss_bbox: 0.7787 d1.loss_cls: 0.3769 d1.loss_bbox: 0.7321 d2.loss_cls: 0.3654 d2.loss_bbox: 0.7131 d3.loss_cls: 0.3575 d3.loss_bbox: 0.7081 d4.loss_cls: 0.3568 d4.loss_bbox: 0.6984 2022/12/23 10:50:47 - mmengine - INFO - Epoch(train) [7][4650/4689] lr: 1.7071e-04 eta: 1 day, 3:51:14 time: 1.2703 data_time: 0.0652 memory: 14432 grad_norm: 56.6748 loss: 6.4080 loss_cls: 0.3568 loss_bbox: 0.6735 d0.loss_cls: 0.4094 d0.loss_bbox: 0.7535 d1.loss_cls: 0.3829 d1.loss_bbox: 0.7059 d2.loss_cls: 0.3707 d2.loss_bbox: 0.6825 d3.loss_cls: 0.3591 d3.loss_bbox: 0.6813 d4.loss_cls: 0.3573 d4.loss_bbox: 0.6754 2022/12/23 10:51:34 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 10:52:40 - mmengine - INFO - Epoch(train) [8][ 50/4689] lr: 1.6088e-04 eta: 1 day, 3:49:25 time: 1.3143 data_time: 0.1117 memory: 14432 grad_norm: 49.3314 loss: 6.3666 loss_cls: 0.3552 loss_bbox: 0.6686 d0.loss_cls: 0.4031 d0.loss_bbox: 0.7468 d1.loss_cls: 0.3775 d1.loss_bbox: 0.7048 d2.loss_cls: 0.3687 d2.loss_bbox: 0.6792 d3.loss_cls: 0.3605 d3.loss_bbox: 0.6757 d4.loss_cls: 0.3573 d4.loss_bbox: 0.6691 2022/12/23 10:53:44 - mmengine - INFO - Epoch(train) [8][ 100/4689] lr: 1.6088e-04 eta: 1 day, 3:48:26 time: 1.2822 data_time: 0.0661 memory: 14432 grad_norm: 52.0759 loss: 6.4771 loss_cls: 0.3527 loss_bbox: 0.6877 d0.loss_cls: 0.4049 d0.loss_bbox: 0.7682 d1.loss_cls: 0.3790 d1.loss_bbox: 0.7199 d2.loss_cls: 0.3683 d2.loss_bbox: 0.6997 d3.loss_cls: 0.3612 d3.loss_bbox: 0.6929 d4.loss_cls: 0.3552 d4.loss_bbox: 0.6875 2022/12/23 10:54:47 - mmengine - INFO - Epoch(train) [8][ 150/4689] lr: 1.6088e-04 eta: 1 day, 3:47:23 time: 1.2612 data_time: 0.0620 memory: 14432 grad_norm: 54.0230 loss: 6.5057 loss_cls: 0.3557 loss_bbox: 0.6929 d0.loss_cls: 0.4043 d0.loss_bbox: 0.7693 d1.loss_cls: 0.3802 d1.loss_bbox: 0.7248 d2.loss_cls: 0.3731 d2.loss_bbox: 0.6994 d3.loss_cls: 0.3600 d3.loss_bbox: 0.6970 d4.loss_cls: 0.3580 d4.loss_bbox: 0.6911 2022/12/23 10:55:21 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 10:55:50 - mmengine - INFO - Epoch(train) [8][ 200/4689] lr: 1.6088e-04 eta: 1 day, 3:46:21 time: 1.2596 data_time: 0.0632 memory: 14432 grad_norm: 57.2478 loss: 6.4169 loss_cls: 0.3388 loss_bbox: 0.6880 d0.loss_cls: 0.3938 d0.loss_bbox: 0.7716 d1.loss_cls: 0.3671 d1.loss_bbox: 0.7279 d2.loss_cls: 0.3520 d2.loss_bbox: 0.7075 d3.loss_cls: 0.3437 d3.loss_bbox: 0.6974 d4.loss_cls: 0.3408 d4.loss_bbox: 0.6884 2022/12/23 10:56:53 - mmengine - INFO - Epoch(train) [8][ 250/4689] lr: 1.6088e-04 eta: 1 day, 3:45:18 time: 1.2590 data_time: 0.0645 memory: 14432 grad_norm: 55.5809 loss: 6.4023 loss_cls: 0.3471 loss_bbox: 0.6778 d0.loss_cls: 0.4069 d0.loss_bbox: 0.7617 d1.loss_cls: 0.3771 d1.loss_bbox: 0.7102 d2.loss_cls: 0.3623 d2.loss_bbox: 0.6929 d3.loss_cls: 0.3552 d3.loss_bbox: 0.6837 d4.loss_cls: 0.3493 d4.loss_bbox: 0.6780 2022/12/23 10:57:56 - mmengine - INFO - Epoch(train) [8][ 300/4689] lr: 1.6088e-04 eta: 1 day, 3:44:14 time: 1.2508 data_time: 0.0645 memory: 14432 grad_norm: 51.1116 loss: 6.3876 loss_cls: 0.3473 loss_bbox: 0.6772 d0.loss_cls: 0.4059 d0.loss_bbox: 0.7554 d1.loss_cls: 0.3776 d1.loss_bbox: 0.7088 d2.loss_cls: 0.3658 d2.loss_bbox: 0.6858 d3.loss_cls: 0.3538 d3.loss_bbox: 0.6833 d4.loss_cls: 0.3497 d4.loss_bbox: 0.6769 2022/12/23 10:58:58 - mmengine - INFO - Epoch(train) [8][ 350/4689] lr: 1.6088e-04 eta: 1 day, 3:43:11 time: 1.2558 data_time: 0.0610 memory: 14432 grad_norm: 47.9578 loss: 6.3340 loss_cls: 0.3459 loss_bbox: 0.6699 d0.loss_cls: 0.3953 d0.loss_bbox: 0.7483 d1.loss_cls: 0.3752 d1.loss_bbox: 0.7049 d2.loss_cls: 0.3607 d2.loss_bbox: 0.6858 d3.loss_cls: 0.3533 d3.loss_bbox: 0.6764 d4.loss_cls: 0.3498 d4.loss_bbox: 0.6685 2022/12/23 11:00:02 - mmengine - INFO - Epoch(train) [8][ 400/4689] lr: 1.6088e-04 eta: 1 day, 3:42:10 time: 1.2722 data_time: 0.0584 memory: 14432 grad_norm: 50.5790 loss: 6.3046 loss_cls: 0.3461 loss_bbox: 0.6667 d0.loss_cls: 0.3981 d0.loss_bbox: 0.7456 d1.loss_cls: 0.3755 d1.loss_bbox: 0.6958 d2.loss_cls: 0.3654 d2.loss_bbox: 0.6728 d3.loss_cls: 0.3534 d3.loss_bbox: 0.6695 d4.loss_cls: 0.3487 d4.loss_bbox: 0.6671 2022/12/23 11:01:05 - mmengine - INFO - Epoch(train) [8][ 450/4689] lr: 1.6088e-04 eta: 1 day, 3:41:07 time: 1.2530 data_time: 0.0602 memory: 14432 grad_norm: 56.6761 loss: 6.3159 loss_cls: 0.3482 loss_bbox: 0.6662 d0.loss_cls: 0.4011 d0.loss_bbox: 0.7402 d1.loss_cls: 0.3791 d1.loss_bbox: 0.6971 d2.loss_cls: 0.3651 d2.loss_bbox: 0.6750 d3.loss_cls: 0.3559 d3.loss_bbox: 0.6714 d4.loss_cls: 0.3499 d4.loss_bbox: 0.6665 2022/12/23 11:02:08 - mmengine - INFO - Epoch(train) [8][ 500/4689] lr: 1.6088e-04 eta: 1 day, 3:40:06 time: 1.2765 data_time: 0.0718 memory: 14432 grad_norm: 53.7448 loss: 6.3003 loss_cls: 0.3389 loss_bbox: 0.6698 d0.loss_cls: 0.3979 d0.loss_bbox: 0.7451 d1.loss_cls: 0.3724 d1.loss_bbox: 0.7043 d2.loss_cls: 0.3596 d2.loss_bbox: 0.6801 d3.loss_cls: 0.3489 d3.loss_bbox: 0.6735 d4.loss_cls: 0.3410 d4.loss_bbox: 0.6688 2022/12/23 11:03:11 - mmengine - INFO - Epoch(train) [8][ 550/4689] lr: 1.6088e-04 eta: 1 day, 3:39:02 time: 1.2512 data_time: 0.0621 memory: 14432 grad_norm: 54.0008 loss: 6.5221 loss_cls: 0.3604 loss_bbox: 0.6871 d0.loss_cls: 0.4139 d0.loss_bbox: 0.7665 d1.loss_cls: 0.3851 d1.loss_bbox: 0.7245 d2.loss_cls: 0.3725 d2.loss_bbox: 0.7027 d3.loss_cls: 0.3644 d3.loss_bbox: 0.6956 d4.loss_cls: 0.3599 d4.loss_bbox: 0.6895 2022/12/23 11:04:13 - mmengine - INFO - Epoch(train) [8][ 600/4689] lr: 1.6088e-04 eta: 1 day, 3:37:57 time: 1.2384 data_time: 0.0579 memory: 14432 grad_norm: 49.8396 loss: 6.4057 loss_cls: 0.3545 loss_bbox: 0.6754 d0.loss_cls: 0.4035 d0.loss_bbox: 0.7565 d1.loss_cls: 0.3801 d1.loss_bbox: 0.7110 d2.loss_cls: 0.3671 d2.loss_bbox: 0.6860 d3.loss_cls: 0.3575 d3.loss_bbox: 0.6822 d4.loss_cls: 0.3544 d4.loss_bbox: 0.6774 2022/12/23 11:05:15 - mmengine - INFO - Epoch(train) [8][ 650/4689] lr: 1.6088e-04 eta: 1 day, 3:36:53 time: 1.2500 data_time: 0.0651 memory: 14432 grad_norm: 54.0222 loss: 6.5373 loss_cls: 0.3643 loss_bbox: 0.6855 d0.loss_cls: 0.4155 d0.loss_bbox: 0.7671 d1.loss_cls: 0.3925 d1.loss_bbox: 0.7182 d2.loss_cls: 0.3806 d2.loss_bbox: 0.6992 d3.loss_cls: 0.3711 d3.loss_bbox: 0.6921 d4.loss_cls: 0.3638 d4.loss_bbox: 0.6873 2022/12/23 11:06:18 - mmengine - INFO - Epoch(train) [8][ 700/4689] lr: 1.6088e-04 eta: 1 day, 3:35:50 time: 1.2505 data_time: 0.0670 memory: 14432 grad_norm: 53.1827 loss: 6.3334 loss_cls: 0.3470 loss_bbox: 0.6684 d0.loss_cls: 0.3984 d0.loss_bbox: 0.7472 d1.loss_cls: 0.3769 d1.loss_bbox: 0.7042 d2.loss_cls: 0.3641 d2.loss_bbox: 0.6797 d3.loss_cls: 0.3548 d3.loss_bbox: 0.6743 d4.loss_cls: 0.3488 d4.loss_bbox: 0.6696 2022/12/23 11:07:21 - mmengine - INFO - Epoch(train) [8][ 750/4689] lr: 1.6088e-04 eta: 1 day, 3:34:47 time: 1.2537 data_time: 0.0630 memory: 14432 grad_norm: 48.2945 loss: 6.2895 loss_cls: 0.3416 loss_bbox: 0.6665 d0.loss_cls: 0.3996 d0.loss_bbox: 0.7435 d1.loss_cls: 0.3722 d1.loss_bbox: 0.7009 d2.loss_cls: 0.3589 d2.loss_bbox: 0.6776 d3.loss_cls: 0.3482 d3.loss_bbox: 0.6723 d4.loss_cls: 0.3438 d4.loss_bbox: 0.6646 2022/12/23 11:08:23 - mmengine - INFO - Epoch(train) [8][ 800/4689] lr: 1.6088e-04 eta: 1 day, 3:33:43 time: 1.2484 data_time: 0.0642 memory: 14432 grad_norm: 58.5470 loss: 6.4303 loss_cls: 0.3539 loss_bbox: 0.6791 d0.loss_cls: 0.4082 d0.loss_bbox: 0.7602 d1.loss_cls: 0.3855 d1.loss_bbox: 0.7064 d2.loss_cls: 0.3717 d2.loss_bbox: 0.6851 d3.loss_cls: 0.3596 d3.loss_bbox: 0.6847 d4.loss_cls: 0.3539 d4.loss_bbox: 0.6820 2022/12/23 11:09:28 - mmengine - INFO - Epoch(train) [8][ 850/4689] lr: 1.6088e-04 eta: 1 day, 3:32:44 time: 1.2904 data_time: 0.0792 memory: 14432 grad_norm: 52.1571 loss: 6.4612 loss_cls: 0.3589 loss_bbox: 0.6798 d0.loss_cls: 0.4061 d0.loss_bbox: 0.7627 d1.loss_cls: 0.3834 d1.loss_bbox: 0.7122 d2.loss_cls: 0.3709 d2.loss_bbox: 0.6943 d3.loss_cls: 0.3632 d3.loss_bbox: 0.6880 d4.loss_cls: 0.3592 d4.loss_bbox: 0.6824 2022/12/23 11:10:31 - mmengine - INFO - Epoch(train) [8][ 900/4689] lr: 1.6088e-04 eta: 1 day, 3:31:42 time: 1.2662 data_time: 0.0644 memory: 14432 grad_norm: 54.2947 loss: 6.1762 loss_cls: 0.3402 loss_bbox: 0.6508 d0.loss_cls: 0.3837 d0.loss_bbox: 0.7365 d1.loss_cls: 0.3645 d1.loss_bbox: 0.6857 d2.loss_cls: 0.3531 d2.loss_bbox: 0.6641 d3.loss_cls: 0.3455 d3.loss_bbox: 0.6589 d4.loss_cls: 0.3423 d4.loss_bbox: 0.6511 2022/12/23 11:11:34 - mmengine - INFO - Epoch(train) [8][ 950/4689] lr: 1.6088e-04 eta: 1 day, 3:30:38 time: 1.2523 data_time: 0.0643 memory: 14432 grad_norm: 53.0057 loss: 6.4555 loss_cls: 0.3565 loss_bbox: 0.6794 d0.loss_cls: 0.4105 d0.loss_bbox: 0.7598 d1.loss_cls: 0.3821 d1.loss_bbox: 0.7141 d2.loss_cls: 0.3699 d2.loss_bbox: 0.6952 d3.loss_cls: 0.3619 d3.loss_bbox: 0.6874 d4.loss_cls: 0.3587 d4.loss_bbox: 0.6801 2022/12/23 11:12:37 - mmengine - INFO - Epoch(train) [8][1000/4689] lr: 1.6088e-04 eta: 1 day, 3:29:37 time: 1.2711 data_time: 0.0656 memory: 14432 grad_norm: 54.3855 loss: 6.4507 loss_cls: 0.3525 loss_bbox: 0.6856 d0.loss_cls: 0.4051 d0.loss_bbox: 0.7585 d1.loss_cls: 0.3791 d1.loss_bbox: 0.7170 d2.loss_cls: 0.3662 d2.loss_bbox: 0.6976 d3.loss_cls: 0.3579 d3.loss_bbox: 0.6915 d4.loss_cls: 0.3545 d4.loss_bbox: 0.6852 2022/12/23 11:13:40 - mmengine - INFO - Epoch(train) [8][1050/4689] lr: 1.6088e-04 eta: 1 day, 3:28:34 time: 1.2588 data_time: 0.0631 memory: 14432 grad_norm: 52.0716 loss: 6.2266 loss_cls: 0.3376 loss_bbox: 0.6619 d0.loss_cls: 0.3894 d0.loss_bbox: 0.7352 d1.loss_cls: 0.3666 d1.loss_bbox: 0.6919 d2.loss_cls: 0.3524 d2.loss_bbox: 0.6764 d3.loss_cls: 0.3450 d3.loss_bbox: 0.6680 d4.loss_cls: 0.3385 d4.loss_bbox: 0.6637 2022/12/23 11:14:43 - mmengine - INFO - Epoch(train) [8][1100/4689] lr: 1.6088e-04 eta: 1 day, 3:27:32 time: 1.2629 data_time: 0.0657 memory: 14432 grad_norm: 50.9462 loss: 6.4651 loss_cls: 0.3538 loss_bbox: 0.6845 d0.loss_cls: 0.4081 d0.loss_bbox: 0.7605 d1.loss_cls: 0.3838 d1.loss_bbox: 0.7174 d2.loss_cls: 0.3705 d2.loss_bbox: 0.6951 d3.loss_cls: 0.3623 d3.loss_bbox: 0.6883 d4.loss_cls: 0.3569 d4.loss_bbox: 0.6839 2022/12/23 11:15:46 - mmengine - INFO - Epoch(train) [8][1150/4689] lr: 1.6088e-04 eta: 1 day, 3:26:28 time: 1.2452 data_time: 0.0648 memory: 14432 grad_norm: 53.7572 loss: 6.2835 loss_cls: 0.3492 loss_bbox: 0.6601 d0.loss_cls: 0.4065 d0.loss_bbox: 0.7337 d1.loss_cls: 0.3808 d1.loss_bbox: 0.6880 d2.loss_cls: 0.3641 d2.loss_bbox: 0.6700 d3.loss_cls: 0.3551 d3.loss_bbox: 0.6656 d4.loss_cls: 0.3512 d4.loss_bbox: 0.6591 2022/12/23 11:16:20 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 11:16:49 - mmengine - INFO - Epoch(train) [8][1200/4689] lr: 1.6088e-04 eta: 1 day, 3:25:27 time: 1.2738 data_time: 0.0633 memory: 14432 grad_norm: 55.8894 loss: 6.3849 loss_cls: 0.3575 loss_bbox: 0.6686 d0.loss_cls: 0.4067 d0.loss_bbox: 0.7487 d1.loss_cls: 0.3822 d1.loss_bbox: 0.7016 d2.loss_cls: 0.3703 d2.loss_bbox: 0.6832 d3.loss_cls: 0.3604 d3.loss_bbox: 0.6778 d4.loss_cls: 0.3575 d4.loss_bbox: 0.6703 2022/12/23 11:17:52 - mmengine - INFO - Epoch(train) [8][1250/4689] lr: 1.6088e-04 eta: 1 day, 3:24:23 time: 1.2527 data_time: 0.0802 memory: 14432 grad_norm: 60.6718 loss: 6.3749 loss_cls: 0.3411 loss_bbox: 0.6818 d0.loss_cls: 0.3944 d0.loss_bbox: 0.7647 d1.loss_cls: 0.3661 d1.loss_bbox: 0.7183 d2.loss_cls: 0.3551 d2.loss_bbox: 0.6952 d3.loss_cls: 0.3458 d3.loss_bbox: 0.6870 d4.loss_cls: 0.3437 d4.loss_bbox: 0.6816 2022/12/23 11:18:54 - mmengine - INFO - Epoch(train) [8][1300/4689] lr: 1.6088e-04 eta: 1 day, 3:23:20 time: 1.2492 data_time: 0.0639 memory: 14432 grad_norm: 54.2637 loss: 6.3211 loss_cls: 0.3430 loss_bbox: 0.6728 d0.loss_cls: 0.3993 d0.loss_bbox: 0.7421 d1.loss_cls: 0.3696 d1.loss_bbox: 0.7039 d2.loss_cls: 0.3616 d2.loss_bbox: 0.6821 d3.loss_cls: 0.3503 d3.loss_bbox: 0.6774 d4.loss_cls: 0.3455 d4.loss_bbox: 0.6734 2022/12/23 11:19:57 - mmengine - INFO - Epoch(train) [8][1350/4689] lr: 1.6088e-04 eta: 1 day, 3:22:15 time: 1.2466 data_time: 0.0656 memory: 14432 grad_norm: 56.7923 loss: 6.4908 loss_cls: 0.3513 loss_bbox: 0.6891 d0.loss_cls: 0.4122 d0.loss_bbox: 0.7661 d1.loss_cls: 0.3840 d1.loss_bbox: 0.7232 d2.loss_cls: 0.3685 d2.loss_bbox: 0.7007 d3.loss_cls: 0.3567 d3.loss_bbox: 0.6960 d4.loss_cls: 0.3540 d4.loss_bbox: 0.6891 2022/12/23 11:20:59 - mmengine - INFO - Epoch(train) [8][1400/4689] lr: 1.6088e-04 eta: 1 day, 3:21:12 time: 1.2550 data_time: 0.0647 memory: 14432 grad_norm: 58.5496 loss: 6.3616 loss_cls: 0.3446 loss_bbox: 0.6761 d0.loss_cls: 0.4001 d0.loss_bbox: 0.7532 d1.loss_cls: 0.3729 d1.loss_bbox: 0.7098 d2.loss_cls: 0.3593 d2.loss_bbox: 0.6893 d3.loss_cls: 0.3489 d3.loss_bbox: 0.6848 d4.loss_cls: 0.3454 d4.loss_bbox: 0.6772 2022/12/23 11:22:02 - mmengine - INFO - Epoch(train) [8][1450/4689] lr: 1.6088e-04 eta: 1 day, 3:20:08 time: 1.2461 data_time: 0.0647 memory: 14432 grad_norm: 58.6898 loss: 6.5976 loss_cls: 0.3701 loss_bbox: 0.6908 d0.loss_cls: 0.4209 d0.loss_bbox: 0.7680 d1.loss_cls: 0.3983 d1.loss_bbox: 0.7234 d2.loss_cls: 0.3862 d2.loss_bbox: 0.7028 d3.loss_cls: 0.3750 d3.loss_bbox: 0.6982 d4.loss_cls: 0.3702 d4.loss_bbox: 0.6936 2022/12/23 11:23:05 - mmengine - INFO - Epoch(train) [8][1500/4689] lr: 1.6088e-04 eta: 1 day, 3:19:06 time: 1.2674 data_time: 0.0645 memory: 14432 grad_norm: 53.4188 loss: 6.4057 loss_cls: 0.3480 loss_bbox: 0.6823 d0.loss_cls: 0.3971 d0.loss_bbox: 0.7613 d1.loss_cls: 0.3707 d1.loss_bbox: 0.7179 d2.loss_cls: 0.3606 d2.loss_bbox: 0.6955 d3.loss_cls: 0.3523 d3.loss_bbox: 0.6883 d4.loss_cls: 0.3502 d4.loss_bbox: 0.6816 2022/12/23 11:24:07 - mmengine - INFO - Epoch(train) [8][1550/4689] lr: 1.6088e-04 eta: 1 day, 3:18:02 time: 1.2469 data_time: 0.0631 memory: 14432 grad_norm: 58.0675 loss: 6.3442 loss_cls: 0.3492 loss_bbox: 0.6656 d0.loss_cls: 0.3988 d0.loss_bbox: 0.7561 d1.loss_cls: 0.3709 d1.loss_bbox: 0.7108 d2.loss_cls: 0.3569 d2.loss_bbox: 0.6879 d3.loss_cls: 0.3517 d3.loss_bbox: 0.6781 d4.loss_cls: 0.3493 d4.loss_bbox: 0.6689 2022/12/23 11:25:10 - mmengine - INFO - Epoch(train) [8][1600/4689] lr: 1.6088e-04 eta: 1 day, 3:17:00 time: 1.2593 data_time: 0.0605 memory: 14432 grad_norm: 58.3651 loss: 6.3327 loss_cls: 0.3426 loss_bbox: 0.6746 d0.loss_cls: 0.3977 d0.loss_bbox: 0.7462 d1.loss_cls: 0.3689 d1.loss_bbox: 0.7087 d2.loss_cls: 0.3579 d2.loss_bbox: 0.6873 d3.loss_cls: 0.3498 d3.loss_bbox: 0.6798 d4.loss_cls: 0.3434 d4.loss_bbox: 0.6757 2022/12/23 11:26:13 - mmengine - INFO - Epoch(train) [8][1650/4689] lr: 1.6088e-04 eta: 1 day, 3:15:56 time: 1.2536 data_time: 0.0702 memory: 14432 grad_norm: 55.8458 loss: 6.3586 loss_cls: 0.3348 loss_bbox: 0.6859 d0.loss_cls: 0.3919 d0.loss_bbox: 0.7606 d1.loss_cls: 0.3625 d1.loss_bbox: 0.7194 d2.loss_cls: 0.3480 d2.loss_bbox: 0.7006 d3.loss_cls: 0.3400 d3.loss_bbox: 0.6930 d4.loss_cls: 0.3360 d4.loss_bbox: 0.6860 2022/12/23 11:27:15 - mmengine - INFO - Epoch(train) [8][1700/4689] lr: 1.6088e-04 eta: 1 day, 3:14:52 time: 1.2473 data_time: 0.0618 memory: 14432 grad_norm: 53.6004 loss: 6.4543 loss_cls: 0.3548 loss_bbox: 0.6845 d0.loss_cls: 0.4077 d0.loss_bbox: 0.7573 d1.loss_cls: 0.3816 d1.loss_bbox: 0.7115 d2.loss_cls: 0.3697 d2.loss_bbox: 0.6957 d3.loss_cls: 0.3591 d3.loss_bbox: 0.6913 d4.loss_cls: 0.3558 d4.loss_bbox: 0.6854 2022/12/23 11:28:18 - mmengine - INFO - Epoch(train) [8][1750/4689] lr: 1.6088e-04 eta: 1 day, 3:13:49 time: 1.2575 data_time: 0.0671 memory: 14432 grad_norm: 55.2852 loss: 6.5244 loss_cls: 0.3549 loss_bbox: 0.6908 d0.loss_cls: 0.4099 d0.loss_bbox: 0.7723 d1.loss_cls: 0.3799 d1.loss_bbox: 0.7300 d2.loss_cls: 0.3670 d2.loss_bbox: 0.7090 d3.loss_cls: 0.3601 d3.loss_bbox: 0.7018 d4.loss_cls: 0.3570 d4.loss_bbox: 0.6918 2022/12/23 11:29:21 - mmengine - INFO - Epoch(train) [8][1800/4689] lr: 1.6088e-04 eta: 1 day, 3:12:46 time: 1.2530 data_time: 0.0603 memory: 14432 grad_norm: 50.3062 loss: 6.1833 loss_cls: 0.3281 loss_bbox: 0.6608 d0.loss_cls: 0.3836 d0.loss_bbox: 0.7396 d1.loss_cls: 0.3575 d1.loss_bbox: 0.6971 d2.loss_cls: 0.3455 d2.loss_bbox: 0.6765 d3.loss_cls: 0.3337 d3.loss_bbox: 0.6696 d4.loss_cls: 0.3281 d4.loss_bbox: 0.6632 2022/12/23 11:30:23 - mmengine - INFO - Epoch(train) [8][1850/4689] lr: 1.6088e-04 eta: 1 day, 3:11:41 time: 1.2419 data_time: 0.0602 memory: 14432 grad_norm: 59.1355 loss: 6.4598 loss_cls: 0.3468 loss_bbox: 0.6876 d0.loss_cls: 0.4076 d0.loss_bbox: 0.7713 d1.loss_cls: 0.3757 d1.loss_bbox: 0.7224 d2.loss_cls: 0.3646 d2.loss_bbox: 0.7001 d3.loss_cls: 0.3538 d3.loss_bbox: 0.6928 d4.loss_cls: 0.3481 d4.loss_bbox: 0.6889 2022/12/23 11:31:25 - mmengine - INFO - Epoch(train) [8][1900/4689] lr: 1.6088e-04 eta: 1 day, 3:10:37 time: 1.2461 data_time: 0.0640 memory: 14432 grad_norm: 50.3230 loss: 6.3214 loss_cls: 0.3408 loss_bbox: 0.6734 d0.loss_cls: 0.3996 d0.loss_bbox: 0.7434 d1.loss_cls: 0.3736 d1.loss_bbox: 0.7034 d2.loss_cls: 0.3622 d2.loss_bbox: 0.6804 d3.loss_cls: 0.3512 d3.loss_bbox: 0.6770 d4.loss_cls: 0.3445 d4.loss_bbox: 0.6720 2022/12/23 11:32:28 - mmengine - INFO - Epoch(train) [8][1950/4689] lr: 1.6088e-04 eta: 1 day, 3:09:35 time: 1.2578 data_time: 0.0717 memory: 14432 grad_norm: 53.2537 loss: 6.2492 loss_cls: 0.3411 loss_bbox: 0.6612 d0.loss_cls: 0.3981 d0.loss_bbox: 0.7417 d1.loss_cls: 0.3729 d1.loss_bbox: 0.6910 d2.loss_cls: 0.3557 d2.loss_bbox: 0.6721 d3.loss_cls: 0.3465 d3.loss_bbox: 0.6658 d4.loss_cls: 0.3411 d4.loss_bbox: 0.6620 2022/12/23 11:33:31 - mmengine - INFO - Epoch(train) [8][2000/4689] lr: 1.6088e-04 eta: 1 day, 3:08:31 time: 1.2524 data_time: 0.0664 memory: 14432 grad_norm: 53.5598 loss: 6.3191 loss_cls: 0.3409 loss_bbox: 0.6732 d0.loss_cls: 0.4027 d0.loss_bbox: 0.7445 d1.loss_cls: 0.3733 d1.loss_bbox: 0.7014 d2.loss_cls: 0.3572 d2.loss_bbox: 0.6837 d3.loss_cls: 0.3482 d3.loss_bbox: 0.6773 d4.loss_cls: 0.3427 d4.loss_bbox: 0.6740 2022/12/23 11:34:34 - mmengine - INFO - Epoch(train) [8][2050/4689] lr: 1.6088e-04 eta: 1 day, 3:07:29 time: 1.2625 data_time: 0.0716 memory: 14432 grad_norm: 53.8905 loss: 6.3701 loss_cls: 0.3569 loss_bbox: 0.6624 d0.loss_cls: 0.4132 d0.loss_bbox: 0.7451 d1.loss_cls: 0.3910 d1.loss_bbox: 0.6965 d2.loss_cls: 0.3723 d2.loss_bbox: 0.6776 d3.loss_cls: 0.3616 d3.loss_bbox: 0.6713 d4.loss_cls: 0.3586 d4.loss_bbox: 0.6637 2022/12/23 11:35:38 - mmengine - INFO - Epoch(train) [8][2100/4689] lr: 1.6088e-04 eta: 1 day, 3:06:28 time: 1.2744 data_time: 0.0630 memory: 14432 grad_norm: 52.1513 loss: 6.3739 loss_cls: 0.3473 loss_bbox: 0.6769 d0.loss_cls: 0.3933 d0.loss_bbox: 0.7575 d1.loss_cls: 0.3752 d1.loss_bbox: 0.7087 d2.loss_cls: 0.3589 d2.loss_bbox: 0.6920 d3.loss_cls: 0.3544 d3.loss_bbox: 0.6823 d4.loss_cls: 0.3498 d4.loss_bbox: 0.6775 2022/12/23 11:36:40 - mmengine - INFO - Epoch(train) [8][2150/4689] lr: 1.6088e-04 eta: 1 day, 3:05:24 time: 1.2528 data_time: 0.0639 memory: 14432 grad_norm: 50.1626 loss: 6.4148 loss_cls: 0.3542 loss_bbox: 0.6767 d0.loss_cls: 0.4067 d0.loss_bbox: 0.7563 d1.loss_cls: 0.3819 d1.loss_bbox: 0.7059 d2.loss_cls: 0.3678 d2.loss_bbox: 0.6887 d3.loss_cls: 0.3600 d3.loss_bbox: 0.6829 d4.loss_cls: 0.3558 d4.loss_bbox: 0.6779 2022/12/23 11:37:15 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 11:37:44 - mmengine - INFO - Epoch(train) [8][2200/4689] lr: 1.6088e-04 eta: 1 day, 3:04:22 time: 1.2607 data_time: 0.0625 memory: 14432 grad_norm: 53.6681 loss: 6.4931 loss_cls: 0.3624 loss_bbox: 0.6813 d0.loss_cls: 0.4147 d0.loss_bbox: 0.7626 d1.loss_cls: 0.3896 d1.loss_bbox: 0.7132 d2.loss_cls: 0.3794 d2.loss_bbox: 0.6908 d3.loss_cls: 0.3704 d3.loss_bbox: 0.6838 d4.loss_cls: 0.3652 d4.loss_bbox: 0.6797 2022/12/23 11:38:45 - mmengine - INFO - Epoch(train) [8][2250/4689] lr: 1.6088e-04 eta: 1 day, 3:03:17 time: 1.2391 data_time: 0.0608 memory: 14432 grad_norm: 55.1272 loss: 6.3387 loss_cls: 0.3503 loss_bbox: 0.6682 d0.loss_cls: 0.4032 d0.loss_bbox: 0.7443 d1.loss_cls: 0.3779 d1.loss_bbox: 0.6967 d2.loss_cls: 0.3658 d2.loss_bbox: 0.6808 d3.loss_cls: 0.3567 d3.loss_bbox: 0.6749 d4.loss_cls: 0.3527 d4.loss_bbox: 0.6671 2022/12/23 11:39:48 - mmengine - INFO - Epoch(train) [8][2300/4689] lr: 1.6088e-04 eta: 1 day, 3:02:14 time: 1.2556 data_time: 0.0739 memory: 14432 grad_norm: 54.1303 loss: 6.4616 loss_cls: 0.3604 loss_bbox: 0.6769 d0.loss_cls: 0.4120 d0.loss_bbox: 0.7595 d1.loss_cls: 0.3856 d1.loss_bbox: 0.7155 d2.loss_cls: 0.3729 d2.loss_bbox: 0.6906 d3.loss_cls: 0.3651 d3.loss_bbox: 0.6847 d4.loss_cls: 0.3632 d4.loss_bbox: 0.6753 2022/12/23 11:40:50 - mmengine - INFO - Epoch(train) [8][2350/4689] lr: 1.6088e-04 eta: 1 day, 3:01:10 time: 1.2429 data_time: 0.0603 memory: 14432 grad_norm: 61.8328 loss: 6.3787 loss_cls: 0.3478 loss_bbox: 0.6760 d0.loss_cls: 0.4052 d0.loss_bbox: 0.7576 d1.loss_cls: 0.3735 d1.loss_bbox: 0.7109 d2.loss_cls: 0.3610 d2.loss_bbox: 0.6885 d3.loss_cls: 0.3522 d3.loss_bbox: 0.6810 d4.loss_cls: 0.3485 d4.loss_bbox: 0.6763 2022/12/23 11:41:53 - mmengine - INFO - Epoch(train) [8][2400/4689] lr: 1.6088e-04 eta: 1 day, 3:00:06 time: 1.2495 data_time: 0.0601 memory: 14432 grad_norm: 59.8138 loss: 6.5190 loss_cls: 0.3602 loss_bbox: 0.6851 d0.loss_cls: 0.4175 d0.loss_bbox: 0.7688 d1.loss_cls: 0.3895 d1.loss_bbox: 0.7186 d2.loss_cls: 0.3755 d2.loss_bbox: 0.6978 d3.loss_cls: 0.3673 d3.loss_bbox: 0.6911 d4.loss_cls: 0.3619 d4.loss_bbox: 0.6859 2022/12/23 11:42:56 - mmengine - INFO - Epoch(train) [8][2450/4689] lr: 1.6088e-04 eta: 1 day, 2:59:03 time: 1.2553 data_time: 0.0636 memory: 14432 grad_norm: 66.1913 loss: 6.4899 loss_cls: 0.3554 loss_bbox: 0.6866 d0.loss_cls: 0.4127 d0.loss_bbox: 0.7630 d1.loss_cls: 0.3814 d1.loss_bbox: 0.7208 d2.loss_cls: 0.3707 d2.loss_bbox: 0.7004 d3.loss_cls: 0.3618 d3.loss_bbox: 0.6935 d4.loss_cls: 0.3593 d4.loss_bbox: 0.6843 2022/12/23 11:43:59 - mmengine - INFO - Epoch(train) [8][2500/4689] lr: 1.6088e-04 eta: 1 day, 2:58:01 time: 1.2651 data_time: 0.0605 memory: 14432 grad_norm: 49.8395 loss: 6.4040 loss_cls: 0.3487 loss_bbox: 0.6798 d0.loss_cls: 0.3972 d0.loss_bbox: 0.7617 d1.loss_cls: 0.3712 d1.loss_bbox: 0.7148 d2.loss_cls: 0.3613 d2.loss_bbox: 0.6964 d3.loss_cls: 0.3548 d3.loss_bbox: 0.6875 d4.loss_cls: 0.3493 d4.loss_bbox: 0.6814 2022/12/23 11:45:01 - mmengine - INFO - Epoch(train) [8][2550/4689] lr: 1.6088e-04 eta: 1 day, 2:56:57 time: 1.2491 data_time: 0.0591 memory: 14432 grad_norm: 57.5497 loss: 6.5520 loss_cls: 0.3704 loss_bbox: 0.6839 d0.loss_cls: 0.4269 d0.loss_bbox: 0.7594 d1.loss_cls: 0.3977 d1.loss_bbox: 0.7162 d2.loss_cls: 0.3852 d2.loss_bbox: 0.6918 d3.loss_cls: 0.3769 d3.loss_bbox: 0.6886 d4.loss_cls: 0.3717 d4.loss_bbox: 0.6832 2022/12/23 11:46:05 - mmengine - INFO - Epoch(train) [8][2600/4689] lr: 1.6088e-04 eta: 1 day, 2:55:55 time: 1.2679 data_time: 0.0614 memory: 14432 grad_norm: 57.0722 loss: 6.4957 loss_cls: 0.3622 loss_bbox: 0.6797 d0.loss_cls: 0.4193 d0.loss_bbox: 0.7601 d1.loss_cls: 0.3954 d1.loss_bbox: 0.7103 d2.loss_cls: 0.3786 d2.loss_bbox: 0.6916 d3.loss_cls: 0.3724 d3.loss_bbox: 0.6830 d4.loss_cls: 0.3631 d4.loss_bbox: 0.6800 2022/12/23 11:47:08 - mmengine - INFO - Epoch(train) [8][2650/4689] lr: 1.6088e-04 eta: 1 day, 2:54:53 time: 1.2607 data_time: 0.0580 memory: 14432 grad_norm: 50.6562 loss: 6.4164 loss_cls: 0.3500 loss_bbox: 0.6781 d0.loss_cls: 0.4085 d0.loss_bbox: 0.7542 d1.loss_cls: 0.3857 d1.loss_bbox: 0.7092 d2.loss_cls: 0.3691 d2.loss_bbox: 0.6893 d3.loss_cls: 0.3580 d3.loss_bbox: 0.6842 d4.loss_cls: 0.3509 d4.loss_bbox: 0.6792 2022/12/23 11:48:11 - mmengine - INFO - Epoch(train) [8][2700/4689] lr: 1.6088e-04 eta: 1 day, 2:53:50 time: 1.2540 data_time: 0.0680 memory: 14432 grad_norm: 54.6522 loss: 6.4032 loss_cls: 0.3572 loss_bbox: 0.6712 d0.loss_cls: 0.4069 d0.loss_bbox: 0.7514 d1.loss_cls: 0.3832 d1.loss_bbox: 0.7059 d2.loss_cls: 0.3718 d2.loss_bbox: 0.6850 d3.loss_cls: 0.3641 d3.loss_bbox: 0.6762 d4.loss_cls: 0.3585 d4.loss_bbox: 0.6719 2022/12/23 11:49:12 - mmengine - INFO - Epoch(train) [8][2750/4689] lr: 1.6088e-04 eta: 1 day, 2:52:44 time: 1.2354 data_time: 0.0589 memory: 14432 grad_norm: 55.2384 loss: 6.5137 loss_cls: 0.3587 loss_bbox: 0.6882 d0.loss_cls: 0.4087 d0.loss_bbox: 0.7721 d1.loss_cls: 0.3848 d1.loss_bbox: 0.7212 d2.loss_cls: 0.3743 d2.loss_bbox: 0.6998 d3.loss_cls: 0.3663 d3.loss_bbox: 0.6923 d4.loss_cls: 0.3595 d4.loss_bbox: 0.6879 2022/12/23 11:50:16 - mmengine - INFO - Epoch(train) [8][2800/4689] lr: 1.6088e-04 eta: 1 day, 2:51:43 time: 1.2687 data_time: 0.0577 memory: 14432 grad_norm: 49.4251 loss: 6.4213 loss_cls: 0.3537 loss_bbox: 0.6793 d0.loss_cls: 0.4040 d0.loss_bbox: 0.7554 d1.loss_cls: 0.3786 d1.loss_bbox: 0.7127 d2.loss_cls: 0.3659 d2.loss_bbox: 0.6924 d3.loss_cls: 0.3589 d3.loss_bbox: 0.6855 d4.loss_cls: 0.3566 d4.loss_bbox: 0.6783 2022/12/23 11:51:19 - mmengine - INFO - Epoch(train) [8][2850/4689] lr: 1.6088e-04 eta: 1 day, 2:50:41 time: 1.2676 data_time: 0.0651 memory: 14432 grad_norm: 55.7697 loss: 6.4185 loss_cls: 0.3547 loss_bbox: 0.6773 d0.loss_cls: 0.4107 d0.loss_bbox: 0.7474 d1.loss_cls: 0.3833 d1.loss_bbox: 0.7085 d2.loss_cls: 0.3687 d2.loss_bbox: 0.6889 d3.loss_cls: 0.3601 d3.loss_bbox: 0.6845 d4.loss_cls: 0.3566 d4.loss_bbox: 0.6777 2022/12/23 11:52:22 - mmengine - INFO - Epoch(train) [8][2900/4689] lr: 1.6088e-04 eta: 1 day, 2:49:38 time: 1.2559 data_time: 0.0665 memory: 14432 grad_norm: 63.3385 loss: 6.3322 loss_cls: 0.3446 loss_bbox: 0.6702 d0.loss_cls: 0.4001 d0.loss_bbox: 0.7490 d1.loss_cls: 0.3775 d1.loss_bbox: 0.7020 d2.loss_cls: 0.3614 d2.loss_bbox: 0.6833 d3.loss_cls: 0.3513 d3.loss_bbox: 0.6758 d4.loss_cls: 0.3473 d4.loss_bbox: 0.6696 2022/12/23 11:53:23 - mmengine - INFO - Epoch(train) [8][2950/4689] lr: 1.6088e-04 eta: 1 day, 2:48:32 time: 1.2270 data_time: 0.0590 memory: 14432 grad_norm: 57.0297 loss: 6.3765 loss_cls: 0.3528 loss_bbox: 0.6741 d0.loss_cls: 0.4046 d0.loss_bbox: 0.7478 d1.loss_cls: 0.3809 d1.loss_bbox: 0.7032 d2.loss_cls: 0.3688 d2.loss_bbox: 0.6806 d3.loss_cls: 0.3588 d3.loss_bbox: 0.6769 d4.loss_cls: 0.3524 d4.loss_bbox: 0.6757 2022/12/23 11:54:26 - mmengine - INFO - Epoch(train) [8][3000/4689] lr: 1.6088e-04 eta: 1 day, 2:47:28 time: 1.2482 data_time: 0.0607 memory: 14432 grad_norm: 56.4302 loss: 6.4722 loss_cls: 0.3564 loss_bbox: 0.6828 d0.loss_cls: 0.4146 d0.loss_bbox: 0.7581 d1.loss_cls: 0.3859 d1.loss_bbox: 0.7120 d2.loss_cls: 0.3757 d2.loss_bbox: 0.6927 d3.loss_cls: 0.3662 d3.loss_bbox: 0.6862 d4.loss_cls: 0.3602 d4.loss_bbox: 0.6812 2022/12/23 11:55:28 - mmengine - INFO - Epoch(train) [8][3050/4689] lr: 1.6088e-04 eta: 1 day, 2:46:25 time: 1.2547 data_time: 0.0579 memory: 14432 grad_norm: 53.1168 loss: 6.1979 loss_cls: 0.3301 loss_bbox: 0.6605 d0.loss_cls: 0.3823 d0.loss_bbox: 0.7515 d1.loss_cls: 0.3577 d1.loss_bbox: 0.6966 d2.loss_cls: 0.3480 d2.loss_bbox: 0.6716 d3.loss_cls: 0.3381 d3.loss_bbox: 0.6675 d4.loss_cls: 0.3315 d4.loss_bbox: 0.6623 2022/12/23 11:56:31 - mmengine - INFO - Epoch(train) [8][3100/4689] lr: 1.6088e-04 eta: 1 day, 2:45:21 time: 1.2443 data_time: 0.0614 memory: 14432 grad_norm: 60.8581 loss: 6.4592 loss_cls: 0.3458 loss_bbox: 0.6937 d0.loss_cls: 0.3998 d0.loss_bbox: 0.7658 d1.loss_cls: 0.3728 d1.loss_bbox: 0.7232 d2.loss_cls: 0.3635 d2.loss_bbox: 0.7009 d3.loss_cls: 0.3555 d3.loss_bbox: 0.6974 d4.loss_cls: 0.3469 d4.loss_bbox: 0.6939 2022/12/23 11:57:33 - mmengine - INFO - Epoch(train) [8][3150/4689] lr: 1.6088e-04 eta: 1 day, 2:44:16 time: 1.2437 data_time: 0.0597 memory: 14432 grad_norm: 58.2706 loss: 6.3819 loss_cls: 0.3472 loss_bbox: 0.6800 d0.loss_cls: 0.3988 d0.loss_bbox: 0.7557 d1.loss_cls: 0.3725 d1.loss_bbox: 0.7112 d2.loss_cls: 0.3625 d2.loss_bbox: 0.6880 d3.loss_cls: 0.3515 d3.loss_bbox: 0.6848 d4.loss_cls: 0.3493 d4.loss_bbox: 0.6806 2022/12/23 11:58:07 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 11:58:36 - mmengine - INFO - Epoch(train) [8][3200/4689] lr: 1.6088e-04 eta: 1 day, 2:43:14 time: 1.2611 data_time: 0.0627 memory: 14432 grad_norm: 56.4549 loss: 6.4760 loss_cls: 0.3555 loss_bbox: 0.6883 d0.loss_cls: 0.4047 d0.loss_bbox: 0.7614 d1.loss_cls: 0.3835 d1.loss_bbox: 0.7160 d2.loss_cls: 0.3730 d2.loss_bbox: 0.6945 d3.loss_cls: 0.3639 d3.loss_bbox: 0.6903 d4.loss_cls: 0.3559 d4.loss_bbox: 0.6890 2022/12/23 11:59:39 - mmengine - INFO - Epoch(train) [8][3250/4689] lr: 1.6088e-04 eta: 1 day, 2:42:11 time: 1.2539 data_time: 0.0683 memory: 14432 grad_norm: 51.9947 loss: 6.3282 loss_cls: 0.3490 loss_bbox: 0.6651 d0.loss_cls: 0.4041 d0.loss_bbox: 0.7469 d1.loss_cls: 0.3785 d1.loss_bbox: 0.6995 d2.loss_cls: 0.3646 d2.loss_bbox: 0.6772 d3.loss_cls: 0.3547 d3.loss_bbox: 0.6719 d4.loss_cls: 0.3502 d4.loss_bbox: 0.6665 2022/12/23 12:00:42 - mmengine - INFO - Epoch(train) [8][3300/4689] lr: 1.6088e-04 eta: 1 day, 2:41:09 time: 1.2707 data_time: 0.0674 memory: 14432 grad_norm: 63.5361 loss: 6.5358 loss_cls: 0.3568 loss_bbox: 0.6925 d0.loss_cls: 0.4151 d0.loss_bbox: 0.7655 d1.loss_cls: 0.3890 d1.loss_bbox: 0.7209 d2.loss_cls: 0.3741 d2.loss_bbox: 0.7050 d3.loss_cls: 0.3648 d3.loss_bbox: 0.6992 d4.loss_cls: 0.3590 d4.loss_bbox: 0.6939 2022/12/23 12:01:45 - mmengine - INFO - Epoch(train) [8][3350/4689] lr: 1.6088e-04 eta: 1 day, 2:40:07 time: 1.2602 data_time: 0.0665 memory: 14432 grad_norm: 57.3903 loss: 6.3239 loss_cls: 0.3367 loss_bbox: 0.6778 d0.loss_cls: 0.3924 d0.loss_bbox: 0.7599 d1.loss_cls: 0.3663 d1.loss_bbox: 0.7106 d2.loss_cls: 0.3511 d2.loss_bbox: 0.6895 d3.loss_cls: 0.3397 d3.loss_bbox: 0.6851 d4.loss_cls: 0.3359 d4.loss_bbox: 0.6787 2022/12/23 12:02:48 - mmengine - INFO - Epoch(train) [8][3400/4689] lr: 1.6088e-04 eta: 1 day, 2:39:04 time: 1.2624 data_time: 0.0618 memory: 14432 grad_norm: 50.9201 loss: 6.2708 loss_cls: 0.3423 loss_bbox: 0.6602 d0.loss_cls: 0.3927 d0.loss_bbox: 0.7521 d1.loss_cls: 0.3678 d1.loss_bbox: 0.7028 d2.loss_cls: 0.3544 d2.loss_bbox: 0.6769 d3.loss_cls: 0.3463 d3.loss_bbox: 0.6701 d4.loss_cls: 0.3413 d4.loss_bbox: 0.6640 2022/12/23 12:03:51 - mmengine - INFO - Epoch(train) [8][3450/4689] lr: 1.6088e-04 eta: 1 day, 2:38:00 time: 1.2470 data_time: 0.0601 memory: 14432 grad_norm: 57.2809 loss: 6.5338 loss_cls: 0.3649 loss_bbox: 0.6865 d0.loss_cls: 0.4148 d0.loss_bbox: 0.7663 d1.loss_cls: 0.3930 d1.loss_bbox: 0.7153 d2.loss_cls: 0.3814 d2.loss_bbox: 0.6953 d3.loss_cls: 0.3717 d3.loss_bbox: 0.6920 d4.loss_cls: 0.3648 d4.loss_bbox: 0.6877 2022/12/23 12:04:54 - mmengine - INFO - Epoch(train) [8][3500/4689] lr: 1.6088e-04 eta: 1 day, 2:36:58 time: 1.2584 data_time: 0.0668 memory: 14432 grad_norm: 63.2059 loss: 6.4065 loss_cls: 0.3568 loss_bbox: 0.6716 d0.loss_cls: 0.4110 d0.loss_bbox: 0.7528 d1.loss_cls: 0.3805 d1.loss_bbox: 0.7071 d2.loss_cls: 0.3712 d2.loss_bbox: 0.6836 d3.loss_cls: 0.3629 d3.loss_bbox: 0.6775 d4.loss_cls: 0.3599 d4.loss_bbox: 0.6716 2022/12/23 12:05:57 - mmengine - INFO - Epoch(train) [8][3550/4689] lr: 1.6088e-04 eta: 1 day, 2:35:55 time: 1.2623 data_time: 0.0616 memory: 14432 grad_norm: 48.8937 loss: 6.3037 loss_cls: 0.3465 loss_bbox: 0.6647 d0.loss_cls: 0.3938 d0.loss_bbox: 0.7532 d1.loss_cls: 0.3690 d1.loss_bbox: 0.7038 d2.loss_cls: 0.3590 d2.loss_bbox: 0.6781 d3.loss_cls: 0.3518 d3.loss_bbox: 0.6706 d4.loss_cls: 0.3485 d4.loss_bbox: 0.6648 2022/12/23 12:06:59 - mmengine - INFO - Epoch(train) [8][3600/4689] lr: 1.6088e-04 eta: 1 day, 2:34:51 time: 1.2482 data_time: 0.0598 memory: 14432 grad_norm: 53.5465 loss: 6.3144 loss_cls: 0.3425 loss_bbox: 0.6704 d0.loss_cls: 0.3936 d0.loss_bbox: 0.7523 d1.loss_cls: 0.3654 d1.loss_bbox: 0.7058 d2.loss_cls: 0.3568 d2.loss_bbox: 0.6841 d3.loss_cls: 0.3489 d3.loss_bbox: 0.6791 d4.loss_cls: 0.3446 d4.loss_bbox: 0.6708 2022/12/23 12:08:02 - mmengine - INFO - Epoch(train) [8][3650/4689] lr: 1.6088e-04 eta: 1 day, 2:33:49 time: 1.2610 data_time: 0.0683 memory: 14432 grad_norm: 51.6420 loss: 6.3318 loss_cls: 0.3563 loss_bbox: 0.6593 d0.loss_cls: 0.4058 d0.loss_bbox: 0.7416 d1.loss_cls: 0.3797 d1.loss_bbox: 0.6948 d2.loss_cls: 0.3693 d2.loss_bbox: 0.6760 d3.loss_cls: 0.3625 d3.loss_bbox: 0.6678 d4.loss_cls: 0.3577 d4.loss_bbox: 0.6611 2022/12/23 12:09:05 - mmengine - INFO - Epoch(train) [8][3700/4689] lr: 1.6088e-04 eta: 1 day, 2:32:46 time: 1.2604 data_time: 0.0642 memory: 14432 grad_norm: 54.1959 loss: 6.4115 loss_cls: 0.3526 loss_bbox: 0.6761 d0.loss_cls: 0.4066 d0.loss_bbox: 0.7588 d1.loss_cls: 0.3807 d1.loss_bbox: 0.7114 d2.loss_cls: 0.3704 d2.loss_bbox: 0.6834 d3.loss_cls: 0.3611 d3.loss_bbox: 0.6797 d4.loss_cls: 0.3543 d4.loss_bbox: 0.6764 2022/12/23 12:10:07 - mmengine - INFO - Epoch(train) [8][3750/4689] lr: 1.6088e-04 eta: 1 day, 2:31:42 time: 1.2412 data_time: 0.0648 memory: 14432 grad_norm: 53.0376 loss: 6.5309 loss_cls: 0.3571 loss_bbox: 0.6952 d0.loss_cls: 0.4111 d0.loss_bbox: 0.7612 d1.loss_cls: 0.3835 d1.loss_bbox: 0.7245 d2.loss_cls: 0.3718 d2.loss_bbox: 0.7067 d3.loss_cls: 0.3618 d3.loss_bbox: 0.7034 d4.loss_cls: 0.3564 d4.loss_bbox: 0.6983 2022/12/23 12:11:11 - mmengine - INFO - Epoch(train) [8][3800/4689] lr: 1.6088e-04 eta: 1 day, 2:30:40 time: 1.2667 data_time: 0.0599 memory: 14432 grad_norm: 57.2755 loss: 6.3380 loss_cls: 0.3533 loss_bbox: 0.6615 d0.loss_cls: 0.4039 d0.loss_bbox: 0.7531 d1.loss_cls: 0.3788 d1.loss_bbox: 0.7000 d2.loss_cls: 0.3677 d2.loss_bbox: 0.6758 d3.loss_cls: 0.3576 d3.loss_bbox: 0.6701 d4.loss_cls: 0.3540 d4.loss_bbox: 0.6620 2022/12/23 12:12:13 - mmengine - INFO - Epoch(train) [8][3850/4689] lr: 1.6088e-04 eta: 1 day, 2:29:37 time: 1.2533 data_time: 0.0609 memory: 14432 grad_norm: 56.2744 loss: 6.3662 loss_cls: 0.3504 loss_bbox: 0.6728 d0.loss_cls: 0.4000 d0.loss_bbox: 0.7489 d1.loss_cls: 0.3742 d1.loss_bbox: 0.7073 d2.loss_cls: 0.3609 d2.loss_bbox: 0.6901 d3.loss_cls: 0.3540 d3.loss_bbox: 0.6826 d4.loss_cls: 0.3515 d4.loss_bbox: 0.6735 2022/12/23 12:13:17 - mmengine - INFO - Epoch(train) [8][3900/4689] lr: 1.6088e-04 eta: 1 day, 2:28:36 time: 1.2805 data_time: 0.0660 memory: 14432 grad_norm: 49.5619 loss: 6.3175 loss_cls: 0.3452 loss_bbox: 0.6675 d0.loss_cls: 0.3975 d0.loss_bbox: 0.7550 d1.loss_cls: 0.3716 d1.loss_bbox: 0.7041 d2.loss_cls: 0.3591 d2.loss_bbox: 0.6784 d3.loss_cls: 0.3505 d3.loss_bbox: 0.6731 d4.loss_cls: 0.3464 d4.loss_bbox: 0.6691 2022/12/23 12:14:19 - mmengine - INFO - Epoch(train) [8][3950/4689] lr: 1.6088e-04 eta: 1 day, 2:27:32 time: 1.2382 data_time: 0.0642 memory: 14432 grad_norm: 54.1074 loss: 6.2842 loss_cls: 0.3447 loss_bbox: 0.6632 d0.loss_cls: 0.3985 d0.loss_bbox: 0.7422 d1.loss_cls: 0.3729 d1.loss_bbox: 0.6945 d2.loss_cls: 0.3600 d2.loss_bbox: 0.6756 d3.loss_cls: 0.3526 d3.loss_bbox: 0.6692 d4.loss_cls: 0.3463 d4.loss_bbox: 0.6645 2022/12/23 12:15:22 - mmengine - INFO - Epoch(train) [8][4000/4689] lr: 1.6088e-04 eta: 1 day, 2:26:29 time: 1.2604 data_time: 0.0675 memory: 14432 grad_norm: 57.1305 loss: 6.2551 loss_cls: 0.3440 loss_bbox: 0.6591 d0.loss_cls: 0.3994 d0.loss_bbox: 0.7453 d1.loss_cls: 0.3677 d1.loss_bbox: 0.6953 d2.loss_cls: 0.3585 d2.loss_bbox: 0.6682 d3.loss_cls: 0.3469 d3.loss_bbox: 0.6665 d4.loss_cls: 0.3451 d4.loss_bbox: 0.6591 2022/12/23 12:16:25 - mmengine - INFO - Epoch(train) [8][4050/4689] lr: 1.6088e-04 eta: 1 day, 2:25:25 time: 1.2498 data_time: 0.0633 memory: 14432 grad_norm: 52.8849 loss: 6.3307 loss_cls: 0.3520 loss_bbox: 0.6646 d0.loss_cls: 0.4012 d0.loss_bbox: 0.7458 d1.loss_cls: 0.3766 d1.loss_bbox: 0.6995 d2.loss_cls: 0.3654 d2.loss_bbox: 0.6773 d3.loss_cls: 0.3569 d3.loss_bbox: 0.6730 d4.loss_cls: 0.3528 d4.loss_bbox: 0.6655 2022/12/23 12:17:26 - mmengine - INFO - Epoch(train) [8][4100/4689] lr: 1.6088e-04 eta: 1 day, 2:24:20 time: 1.2303 data_time: 0.0624 memory: 14432 grad_norm: 57.8440 loss: 6.3438 loss_cls: 0.3486 loss_bbox: 0.6703 d0.loss_cls: 0.4039 d0.loss_bbox: 0.7492 d1.loss_cls: 0.3764 d1.loss_bbox: 0.7013 d2.loss_cls: 0.3610 d2.loss_bbox: 0.6828 d3.loss_cls: 0.3534 d3.loss_bbox: 0.6768 d4.loss_cls: 0.3489 d4.loss_bbox: 0.6713 2022/12/23 12:18:30 - mmengine - INFO - Epoch(train) [8][4150/4689] lr: 1.6088e-04 eta: 1 day, 2:23:19 time: 1.2784 data_time: 0.0657 memory: 14432 grad_norm: 49.7221 loss: 6.3460 loss_cls: 0.3560 loss_bbox: 0.6634 d0.loss_cls: 0.4080 d0.loss_bbox: 0.7474 d1.loss_cls: 0.3810 d1.loss_bbox: 0.6977 d2.loss_cls: 0.3677 d2.loss_bbox: 0.6760 d3.loss_cls: 0.3604 d3.loss_bbox: 0.6680 d4.loss_cls: 0.3578 d4.loss_bbox: 0.6625 2022/12/23 12:19:04 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 12:19:34 - mmengine - INFO - Epoch(train) [8][4200/4689] lr: 1.6088e-04 eta: 1 day, 2:22:17 time: 1.2684 data_time: 0.0646 memory: 14432 grad_norm: 54.1839 loss: 6.4274 loss_cls: 0.3548 loss_bbox: 0.6744 d0.loss_cls: 0.4089 d0.loss_bbox: 0.7629 d1.loss_cls: 0.3816 d1.loss_bbox: 0.7097 d2.loss_cls: 0.3681 d2.loss_bbox: 0.6914 d3.loss_cls: 0.3584 d3.loss_bbox: 0.6855 d4.loss_cls: 0.3551 d4.loss_bbox: 0.6766 2022/12/23 12:20:36 - mmengine - INFO - Epoch(train) [8][4250/4689] lr: 1.6088e-04 eta: 1 day, 2:21:13 time: 1.2412 data_time: 0.0639 memory: 14432 grad_norm: 54.8460 loss: 6.3716 loss_cls: 0.3684 loss_bbox: 0.6568 d0.loss_cls: 0.4103 d0.loss_bbox: 0.7366 d1.loss_cls: 0.3887 d1.loss_bbox: 0.6957 d2.loss_cls: 0.3784 d2.loss_bbox: 0.6728 d3.loss_cls: 0.3712 d3.loss_bbox: 0.6650 d4.loss_cls: 0.3703 d4.loss_bbox: 0.6573 2022/12/23 12:21:38 - mmengine - INFO - Epoch(train) [8][4300/4689] lr: 1.6088e-04 eta: 1 day, 2:20:09 time: 1.2515 data_time: 0.0683 memory: 14432 grad_norm: 52.5599 loss: 6.2256 loss_cls: 0.3348 loss_bbox: 0.6615 d0.loss_cls: 0.3856 d0.loss_bbox: 0.7528 d1.loss_cls: 0.3605 d1.loss_bbox: 0.6950 d2.loss_cls: 0.3506 d2.loss_bbox: 0.6767 d3.loss_cls: 0.3424 d3.loss_bbox: 0.6665 d4.loss_cls: 0.3378 d4.loss_bbox: 0.6616 2022/12/23 12:22:41 - mmengine - INFO - Epoch(train) [8][4350/4689] lr: 1.6088e-04 eta: 1 day, 2:19:07 time: 1.2610 data_time: 0.0657 memory: 14432 grad_norm: 59.4394 loss: 6.4139 loss_cls: 0.3554 loss_bbox: 0.6745 d0.loss_cls: 0.4004 d0.loss_bbox: 0.7640 d1.loss_cls: 0.3760 d1.loss_bbox: 0.7126 d2.loss_cls: 0.3684 d2.loss_bbox: 0.6871 d3.loss_cls: 0.3618 d3.loss_bbox: 0.6811 d4.loss_cls: 0.3573 d4.loss_bbox: 0.6755 2022/12/23 12:23:43 - mmengine - INFO - Epoch(train) [8][4400/4689] lr: 1.6088e-04 eta: 1 day, 2:18:02 time: 1.2345 data_time: 0.0620 memory: 14432 grad_norm: 62.1897 loss: 6.4988 loss_cls: 0.3602 loss_bbox: 0.6853 d0.loss_cls: 0.4150 d0.loss_bbox: 0.7614 d1.loss_cls: 0.3860 d1.loss_bbox: 0.7155 d2.loss_cls: 0.3741 d2.loss_bbox: 0.6986 d3.loss_cls: 0.3654 d3.loss_bbox: 0.6915 d4.loss_cls: 0.3607 d4.loss_bbox: 0.6853 2022/12/23 12:24:46 - mmengine - INFO - Epoch(train) [8][4450/4689] lr: 1.6088e-04 eta: 1 day, 2:16:59 time: 1.2594 data_time: 0.0607 memory: 14432 grad_norm: 53.7566 loss: 6.3925 loss_cls: 0.3476 loss_bbox: 0.6801 d0.loss_cls: 0.4050 d0.loss_bbox: 0.7522 d1.loss_cls: 0.3754 d1.loss_bbox: 0.7121 d2.loss_cls: 0.3625 d2.loss_bbox: 0.6912 d3.loss_cls: 0.3543 d3.loss_bbox: 0.6838 d4.loss_cls: 0.3473 d4.loss_bbox: 0.6811 2022/12/23 12:25:50 - mmengine - INFO - Epoch(train) [8][4500/4689] lr: 1.6088e-04 eta: 1 day, 2:15:58 time: 1.2727 data_time: 0.0818 memory: 14432 grad_norm: 69.6639 loss: 6.5040 loss_cls: 0.3612 loss_bbox: 0.6846 d0.loss_cls: 0.4122 d0.loss_bbox: 0.7675 d1.loss_cls: 0.3841 d1.loss_bbox: 0.7208 d2.loss_cls: 0.3722 d2.loss_bbox: 0.6983 d3.loss_cls: 0.3639 d3.loss_bbox: 0.6909 d4.loss_cls: 0.3617 d4.loss_bbox: 0.6866 2022/12/23 12:26:52 - mmengine - INFO - Epoch(train) [8][4550/4689] lr: 1.6088e-04 eta: 1 day, 2:14:54 time: 1.2501 data_time: 0.0653 memory: 14432 grad_norm: 54.8897 loss: 6.3293 loss_cls: 0.3419 loss_bbox: 0.6754 d0.loss_cls: 0.3928 d0.loss_bbox: 0.7533 d1.loss_cls: 0.3697 d1.loss_bbox: 0.7028 d2.loss_cls: 0.3555 d2.loss_bbox: 0.6906 d3.loss_cls: 0.3471 d3.loss_bbox: 0.6817 d4.loss_cls: 0.3427 d4.loss_bbox: 0.6758 2022/12/23 12:27:56 - mmengine - INFO - Epoch(train) [8][4600/4689] lr: 1.6088e-04 eta: 1 day, 2:13:52 time: 1.2670 data_time: 0.0607 memory: 14432 grad_norm: 56.1870 loss: 6.3491 loss_cls: 0.3465 loss_bbox: 0.6710 d0.loss_cls: 0.4026 d0.loss_bbox: 0.7570 d1.loss_cls: 0.3740 d1.loss_bbox: 0.7084 d2.loss_cls: 0.3588 d2.loss_bbox: 0.6840 d3.loss_cls: 0.3510 d3.loss_bbox: 0.6785 d4.loss_cls: 0.3466 d4.loss_bbox: 0.6708 2022/12/23 12:28:58 - mmengine - INFO - Epoch(train) [8][4650/4689] lr: 1.6088e-04 eta: 1 day, 2:12:49 time: 1.2563 data_time: 0.0654 memory: 14432 grad_norm: 54.9723 loss: 6.3906 loss_cls: 0.3415 loss_bbox: 0.6817 d0.loss_cls: 0.3972 d0.loss_bbox: 0.7673 d1.loss_cls: 0.3719 d1.loss_bbox: 0.7147 d2.loss_cls: 0.3613 d2.loss_bbox: 0.6920 d3.loss_cls: 0.3506 d3.loss_bbox: 0.6862 d4.loss_cls: 0.3428 d4.loss_bbox: 0.6835 2022/12/23 12:29:46 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 12:30:51 - mmengine - INFO - Epoch(train) [9][ 50/4689] lr: 1.5000e-04 eta: 1 day, 2:10:59 time: 1.3119 data_time: 0.1107 memory: 14432 grad_norm: 60.6483 loss: 6.2073 loss_cls: 0.3392 loss_bbox: 0.6547 d0.loss_cls: 0.3907 d0.loss_bbox: 0.7423 d1.loss_cls: 0.3618 d1.loss_bbox: 0.6971 d2.loss_cls: 0.3509 d2.loss_bbox: 0.6715 d3.loss_cls: 0.3412 d3.loss_bbox: 0.6637 d4.loss_cls: 0.3369 d4.loss_bbox: 0.6575 2022/12/23 12:31:55 - mmengine - INFO - Epoch(train) [9][ 100/4689] lr: 1.5000e-04 eta: 1 day, 2:09:57 time: 1.2649 data_time: 0.0577 memory: 14432 grad_norm: 60.2264 loss: 6.2696 loss_cls: 0.3443 loss_bbox: 0.6625 d0.loss_cls: 0.3988 d0.loss_bbox: 0.7373 d1.loss_cls: 0.3721 d1.loss_bbox: 0.6939 d2.loss_cls: 0.3567 d2.loss_bbox: 0.6772 d3.loss_cls: 0.3501 d3.loss_bbox: 0.6685 d4.loss_cls: 0.3446 d4.loss_bbox: 0.6636 2022/12/23 12:32:58 - mmengine - INFO - Epoch(train) [9][ 150/4689] lr: 1.5000e-04 eta: 1 day, 2:08:56 time: 1.2710 data_time: 0.0595 memory: 14432 grad_norm: 53.0246 loss: 6.0545 loss_cls: 0.3210 loss_bbox: 0.6465 d0.loss_cls: 0.3788 d0.loss_bbox: 0.7254 d1.loss_cls: 0.3493 d1.loss_bbox: 0.6831 d2.loss_cls: 0.3359 d2.loss_bbox: 0.6611 d3.loss_cls: 0.3288 d3.loss_bbox: 0.6542 d4.loss_cls: 0.3225 d4.loss_bbox: 0.6480 2022/12/23 12:34:00 - mmengine - INFO - Epoch(train) [9][ 200/4689] lr: 1.5000e-04 eta: 1 day, 2:07:52 time: 1.2469 data_time: 0.0595 memory: 14432 grad_norm: 53.6209 loss: 6.1924 loss_cls: 0.3442 loss_bbox: 0.6475 d0.loss_cls: 0.4015 d0.loss_bbox: 0.7279 d1.loss_cls: 0.3711 d1.loss_bbox: 0.6817 d2.loss_cls: 0.3601 d2.loss_bbox: 0.6609 d3.loss_cls: 0.3497 d3.loss_bbox: 0.6543 d4.loss_cls: 0.3452 d4.loss_bbox: 0.6482 2022/12/23 12:35:03 - mmengine - INFO - Epoch(train) [9][ 250/4689] lr: 1.5000e-04 eta: 1 day, 2:06:48 time: 1.2500 data_time: 0.0607 memory: 14432 grad_norm: 55.3792 loss: 6.1775 loss_cls: 0.3276 loss_bbox: 0.6588 d0.loss_cls: 0.3820 d0.loss_bbox: 0.7477 d1.loss_cls: 0.3536 d1.loss_bbox: 0.6963 d2.loss_cls: 0.3414 d2.loss_bbox: 0.6785 d3.loss_cls: 0.3334 d3.loss_bbox: 0.6690 d4.loss_cls: 0.3291 d4.loss_bbox: 0.6600 2022/12/23 12:36:05 - mmengine - INFO - Epoch(train) [9][ 300/4689] lr: 1.5000e-04 eta: 1 day, 2:05:45 time: 1.2479 data_time: 0.0625 memory: 14432 grad_norm: 62.6582 loss: 6.3671 loss_cls: 0.3563 loss_bbox: 0.6688 d0.loss_cls: 0.4061 d0.loss_bbox: 0.7465 d1.loss_cls: 0.3783 d1.loss_bbox: 0.7018 d2.loss_cls: 0.3672 d2.loss_bbox: 0.6811 d3.loss_cls: 0.3592 d3.loss_bbox: 0.6749 d4.loss_cls: 0.3570 d4.loss_bbox: 0.6698 2022/12/23 12:37:08 - mmengine - INFO - Epoch(train) [9][ 350/4689] lr: 1.5000e-04 eta: 1 day, 2:04:42 time: 1.2571 data_time: 0.0553 memory: 14432 grad_norm: 48.4260 loss: 6.3389 loss_cls: 0.3539 loss_bbox: 0.6648 d0.loss_cls: 0.4035 d0.loss_bbox: 0.7445 d1.loss_cls: 0.3741 d1.loss_bbox: 0.7011 d2.loss_cls: 0.3660 d2.loss_bbox: 0.6783 d3.loss_cls: 0.3571 d3.loss_bbox: 0.6731 d4.loss_cls: 0.3562 d4.loss_bbox: 0.6663 2022/12/23 12:38:10 - mmengine - INFO - Epoch(train) [9][ 400/4689] lr: 1.5000e-04 eta: 1 day, 2:03:37 time: 1.2427 data_time: 0.0613 memory: 14432 grad_norm: 55.6993 loss: 6.4043 loss_cls: 0.3565 loss_bbox: 0.6712 d0.loss_cls: 0.4075 d0.loss_bbox: 0.7547 d1.loss_cls: 0.3831 d1.loss_bbox: 0.7068 d2.loss_cls: 0.3714 d2.loss_bbox: 0.6844 d3.loss_cls: 0.3620 d3.loss_bbox: 0.6772 d4.loss_cls: 0.3576 d4.loss_bbox: 0.6720 2022/12/23 12:39:14 - mmengine - INFO - Epoch(train) [9][ 450/4689] lr: 1.5000e-04 eta: 1 day, 2:02:36 time: 1.2733 data_time: 0.0684 memory: 14432 grad_norm: 52.6662 loss: 6.3020 loss_cls: 0.3498 loss_bbox: 0.6602 d0.loss_cls: 0.4076 d0.loss_bbox: 0.7397 d1.loss_cls: 0.3786 d1.loss_bbox: 0.6932 d2.loss_cls: 0.3659 d2.loss_bbox: 0.6712 d3.loss_cls: 0.3572 d3.loss_bbox: 0.6660 d4.loss_cls: 0.3525 d4.loss_bbox: 0.6601 2022/12/23 12:40:01 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 12:40:16 - mmengine - INFO - Epoch(train) [9][ 500/4689] lr: 1.5000e-04 eta: 1 day, 2:01:32 time: 1.2485 data_time: 0.0622 memory: 14432 grad_norm: 58.6486 loss: 6.3245 loss_cls: 0.3462 loss_bbox: 0.6675 d0.loss_cls: 0.4030 d0.loss_bbox: 0.7468 d1.loss_cls: 0.3752 d1.loss_bbox: 0.7019 d2.loss_cls: 0.3636 d2.loss_bbox: 0.6790 d3.loss_cls: 0.3530 d3.loss_bbox: 0.6731 d4.loss_cls: 0.3477 d4.loss_bbox: 0.6675 2022/12/23 12:41:19 - mmengine - INFO - Epoch(train) [9][ 550/4689] lr: 1.5000e-04 eta: 1 day, 2:00:30 time: 1.2606 data_time: 0.0615 memory: 14432 grad_norm: 56.6525 loss: 6.1971 loss_cls: 0.3272 loss_bbox: 0.6644 d0.loss_cls: 0.3754 d0.loss_bbox: 0.7509 d1.loss_cls: 0.3504 d1.loss_bbox: 0.7076 d2.loss_cls: 0.3437 d2.loss_bbox: 0.6774 d3.loss_cls: 0.3350 d3.loss_bbox: 0.6710 d4.loss_cls: 0.3310 d4.loss_bbox: 0.6631 2022/12/23 12:42:23 - mmengine - INFO - Epoch(train) [9][ 600/4689] lr: 1.5000e-04 eta: 1 day, 1:59:29 time: 1.2740 data_time: 0.0586 memory: 14432 grad_norm: 47.3945 loss: 6.1631 loss_cls: 0.3370 loss_bbox: 0.6490 d0.loss_cls: 0.3905 d0.loss_bbox: 0.7346 d1.loss_cls: 0.3632 d1.loss_bbox: 0.6871 d2.loss_cls: 0.3522 d2.loss_bbox: 0.6629 d3.loss_cls: 0.3437 d3.loss_bbox: 0.6542 d4.loss_cls: 0.3394 d4.loss_bbox: 0.6493 2022/12/23 12:43:26 - mmengine - INFO - Epoch(train) [9][ 650/4689] lr: 1.5000e-04 eta: 1 day, 1:58:26 time: 1.2561 data_time: 0.0695 memory: 14432 grad_norm: 57.1143 loss: 6.2817 loss_cls: 0.3342 loss_bbox: 0.6728 d0.loss_cls: 0.3897 d0.loss_bbox: 0.7526 d1.loss_cls: 0.3615 d1.loss_bbox: 0.7068 d2.loss_cls: 0.3493 d2.loss_bbox: 0.6864 d3.loss_cls: 0.3400 d3.loss_bbox: 0.6786 d4.loss_cls: 0.3354 d4.loss_bbox: 0.6743 2022/12/23 12:44:29 - mmengine - INFO - Epoch(train) [9][ 700/4689] lr: 1.5000e-04 eta: 1 day, 1:57:23 time: 1.2634 data_time: 0.0644 memory: 14432 grad_norm: 54.1813 loss: 6.2852 loss_cls: 0.3444 loss_bbox: 0.6644 d0.loss_cls: 0.3986 d0.loss_bbox: 0.7454 d1.loss_cls: 0.3743 d1.loss_bbox: 0.6945 d2.loss_cls: 0.3599 d2.loss_bbox: 0.6734 d3.loss_cls: 0.3515 d3.loss_bbox: 0.6689 d4.loss_cls: 0.3461 d4.loss_bbox: 0.6637 2022/12/23 12:45:31 - mmengine - INFO - Epoch(train) [9][ 750/4689] lr: 1.5000e-04 eta: 1 day, 1:56:19 time: 1.2410 data_time: 0.0555 memory: 14432 grad_norm: 62.3143 loss: 6.1789 loss_cls: 0.3331 loss_bbox: 0.6524 d0.loss_cls: 0.3876 d0.loss_bbox: 0.7464 d1.loss_cls: 0.3629 d1.loss_bbox: 0.6918 d2.loss_cls: 0.3478 d2.loss_bbox: 0.6698 d3.loss_cls: 0.3382 d3.loss_bbox: 0.6612 d4.loss_cls: 0.3330 d4.loss_bbox: 0.6548 2022/12/23 12:46:35 - mmengine - INFO - Epoch(train) [9][ 800/4689] lr: 1.5000e-04 eta: 1 day, 1:55:17 time: 1.2661 data_time: 0.0630 memory: 14432 grad_norm: 60.0170 loss: 6.2690 loss_cls: 0.3303 loss_bbox: 0.6759 d0.loss_cls: 0.3848 d0.loss_bbox: 0.7517 d1.loss_cls: 0.3567 d1.loss_bbox: 0.7091 d2.loss_cls: 0.3434 d2.loss_bbox: 0.6906 d3.loss_cls: 0.3353 d3.loss_bbox: 0.6838 d4.loss_cls: 0.3313 d4.loss_bbox: 0.6762 2022/12/23 12:47:37 - mmengine - INFO - Epoch(train) [9][ 850/4689] lr: 1.5000e-04 eta: 1 day, 1:54:14 time: 1.2542 data_time: 0.0708 memory: 14432 grad_norm: 61.7538 loss: 6.1800 loss_cls: 0.3395 loss_bbox: 0.6521 d0.loss_cls: 0.3875 d0.loss_bbox: 0.7363 d1.loss_cls: 0.3642 d1.loss_bbox: 0.6884 d2.loss_cls: 0.3516 d2.loss_bbox: 0.6671 d3.loss_cls: 0.3451 d3.loss_bbox: 0.6566 d4.loss_cls: 0.3405 d4.loss_bbox: 0.6511 2022/12/23 12:48:41 - mmengine - INFO - Epoch(train) [9][ 900/4689] lr: 1.5000e-04 eta: 1 day, 1:53:13 time: 1.2742 data_time: 0.0661 memory: 14432 grad_norm: 54.0113 loss: 6.2221 loss_cls: 0.3375 loss_bbox: 0.6589 d0.loss_cls: 0.3903 d0.loss_bbox: 0.7467 d1.loss_cls: 0.3627 d1.loss_bbox: 0.6973 d2.loss_cls: 0.3535 d2.loss_bbox: 0.6694 d3.loss_cls: 0.3438 d3.loss_bbox: 0.6632 d4.loss_cls: 0.3392 d4.loss_bbox: 0.6595 2022/12/23 12:49:45 - mmengine - INFO - Epoch(train) [9][ 950/4689] lr: 1.5000e-04 eta: 1 day, 1:52:11 time: 1.2714 data_time: 0.0695 memory: 14432 grad_norm: 68.4682 loss: 6.2105 loss_cls: 0.3404 loss_bbox: 0.6566 d0.loss_cls: 0.3877 d0.loss_bbox: 0.7382 d1.loss_cls: 0.3629 d1.loss_bbox: 0.6936 d2.loss_cls: 0.3544 d2.loss_bbox: 0.6698 d3.loss_cls: 0.3451 d3.loss_bbox: 0.6627 d4.loss_cls: 0.3411 d4.loss_bbox: 0.6581 2022/12/23 12:50:47 - mmengine - INFO - Epoch(train) [9][1000/4689] lr: 1.5000e-04 eta: 1 day, 1:51:07 time: 1.2446 data_time: 0.0606 memory: 14432 grad_norm: 54.1142 loss: 6.0521 loss_cls: 0.3313 loss_bbox: 0.6387 d0.loss_cls: 0.3829 d0.loss_bbox: 0.7146 d1.loss_cls: 0.3535 d1.loss_bbox: 0.6775 d2.loss_cls: 0.3459 d2.loss_bbox: 0.6524 d3.loss_cls: 0.3371 d3.loss_bbox: 0.6457 d4.loss_cls: 0.3325 d4.loss_bbox: 0.6400 2022/12/23 12:51:49 - mmengine - INFO - Epoch(train) [9][1050/4689] lr: 1.5000e-04 eta: 1 day, 1:50:04 time: 1.2514 data_time: 0.0595 memory: 14432 grad_norm: 59.0311 loss: 6.0892 loss_cls: 0.3290 loss_bbox: 0.6454 d0.loss_cls: 0.3817 d0.loss_bbox: 0.7263 d1.loss_cls: 0.3553 d1.loss_bbox: 0.6814 d2.loss_cls: 0.3439 d2.loss_bbox: 0.6601 d3.loss_cls: 0.3351 d3.loss_bbox: 0.6532 d4.loss_cls: 0.3295 d4.loss_bbox: 0.6483 2022/12/23 12:52:52 - mmengine - INFO - Epoch(train) [9][1100/4689] lr: 1.5000e-04 eta: 1 day, 1:49:00 time: 1.2539 data_time: 0.0684 memory: 14432 grad_norm: 59.5624 loss: 6.2387 loss_cls: 0.3354 loss_bbox: 0.6627 d0.loss_cls: 0.3895 d0.loss_bbox: 0.7505 d1.loss_cls: 0.3621 d1.loss_bbox: 0.6989 d2.loss_cls: 0.3511 d2.loss_bbox: 0.6765 d3.loss_cls: 0.3423 d3.loss_bbox: 0.6690 d4.loss_cls: 0.3377 d4.loss_bbox: 0.6629 2022/12/23 12:53:54 - mmengine - INFO - Epoch(train) [9][1150/4689] lr: 1.5000e-04 eta: 1 day, 1:47:56 time: 1.2433 data_time: 0.0655 memory: 14432 grad_norm: 59.2929 loss: 6.4563 loss_cls: 0.3561 loss_bbox: 0.6821 d0.loss_cls: 0.4099 d0.loss_bbox: 0.7626 d1.loss_cls: 0.3860 d1.loss_bbox: 0.7118 d2.loss_cls: 0.3707 d2.loss_bbox: 0.6901 d3.loss_cls: 0.3611 d3.loss_bbox: 0.6863 d4.loss_cls: 0.3595 d4.loss_bbox: 0.6801 2022/12/23 12:54:56 - mmengine - INFO - Epoch(train) [9][1200/4689] lr: 1.5000e-04 eta: 1 day, 1:46:52 time: 1.2404 data_time: 0.0649 memory: 14432 grad_norm: 65.8410 loss: 6.1911 loss_cls: 0.3464 loss_bbox: 0.6447 d0.loss_cls: 0.4037 d0.loss_bbox: 0.7304 d1.loss_cls: 0.3749 d1.loss_bbox: 0.6802 d2.loss_cls: 0.3612 d2.loss_bbox: 0.6572 d3.loss_cls: 0.3516 d3.loss_bbox: 0.6492 d4.loss_cls: 0.3477 d4.loss_bbox: 0.6439 2022/12/23 12:56:00 - mmengine - INFO - Epoch(train) [9][1250/4689] lr: 1.5000e-04 eta: 1 day, 1:45:50 time: 1.2671 data_time: 0.0734 memory: 14432 grad_norm: 56.8478 loss: 6.1001 loss_cls: 0.3218 loss_bbox: 0.6530 d0.loss_cls: 0.3807 d0.loss_bbox: 0.7351 d1.loss_cls: 0.3494 d1.loss_bbox: 0.6868 d2.loss_cls: 0.3373 d2.loss_bbox: 0.6688 d3.loss_cls: 0.3275 d3.loss_bbox: 0.6618 d4.loss_cls: 0.3251 d4.loss_bbox: 0.6528 2022/12/23 12:57:03 - mmengine - INFO - Epoch(train) [9][1300/4689] lr: 1.5000e-04 eta: 1 day, 1:44:49 time: 1.2744 data_time: 0.0668 memory: 14432 grad_norm: 56.9390 loss: 6.1243 loss_cls: 0.3348 loss_bbox: 0.6455 d0.loss_cls: 0.3922 d0.loss_bbox: 0.7259 d1.loss_cls: 0.3639 d1.loss_bbox: 0.6810 d2.loss_cls: 0.3496 d2.loss_bbox: 0.6570 d3.loss_cls: 0.3404 d3.loss_bbox: 0.6515 d4.loss_cls: 0.3364 d4.loss_bbox: 0.6461 2022/12/23 12:58:06 - mmengine - INFO - Epoch(train) [9][1350/4689] lr: 1.5000e-04 eta: 1 day, 1:43:45 time: 1.2510 data_time: 0.0673 memory: 14432 grad_norm: 56.5689 loss: 5.9584 loss_cls: 0.3143 loss_bbox: 0.6376 d0.loss_cls: 0.3719 d0.loss_bbox: 0.7206 d1.loss_cls: 0.3446 d1.loss_bbox: 0.6721 d2.loss_cls: 0.3322 d2.loss_bbox: 0.6467 d3.loss_cls: 0.3190 d3.loss_bbox: 0.6455 d4.loss_cls: 0.3151 d4.loss_bbox: 0.6388 2022/12/23 12:59:09 - mmengine - INFO - Epoch(train) [9][1400/4689] lr: 1.5000e-04 eta: 1 day, 1:42:43 time: 1.2604 data_time: 0.0675 memory: 14432 grad_norm: 61.1561 loss: 6.2934 loss_cls: 0.3436 loss_bbox: 0.6651 d0.loss_cls: 0.4014 d0.loss_bbox: 0.7453 d1.loss_cls: 0.3733 d1.loss_bbox: 0.6975 d2.loss_cls: 0.3608 d2.loss_bbox: 0.6750 d3.loss_cls: 0.3479 d3.loss_bbox: 0.6730 d4.loss_cls: 0.3448 d4.loss_bbox: 0.6659 2022/12/23 13:00:11 - mmengine - INFO - Epoch(train) [9][1450/4689] lr: 1.5000e-04 eta: 1 day, 1:41:38 time: 1.2432 data_time: 0.0641 memory: 14432 grad_norm: 60.8400 loss: 6.1486 loss_cls: 0.3343 loss_bbox: 0.6503 d0.loss_cls: 0.3924 d0.loss_bbox: 0.7317 d1.loss_cls: 0.3626 d1.loss_bbox: 0.6839 d2.loss_cls: 0.3475 d2.loss_bbox: 0.6626 d3.loss_cls: 0.3393 d3.loss_bbox: 0.6580 d4.loss_cls: 0.3344 d4.loss_bbox: 0.6518 2022/12/23 13:00:59 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 13:01:15 - mmengine - INFO - Epoch(train) [9][1500/4689] lr: 1.5000e-04 eta: 1 day, 1:40:37 time: 1.2700 data_time: 0.0728 memory: 14432 grad_norm: 61.0368 loss: 6.1486 loss_cls: 0.3287 loss_bbox: 0.6533 d0.loss_cls: 0.3857 d0.loss_bbox: 0.7395 d1.loss_cls: 0.3571 d1.loss_bbox: 0.6913 d2.loss_cls: 0.3444 d2.loss_bbox: 0.6673 d3.loss_cls: 0.3323 d3.loss_bbox: 0.6643 d4.loss_cls: 0.3306 d4.loss_bbox: 0.6539 2022/12/23 13:02:17 - mmengine - INFO - Epoch(train) [9][1550/4689] lr: 1.5000e-04 eta: 1 day, 1:39:34 time: 1.2551 data_time: 0.0640 memory: 14432 grad_norm: 51.3748 loss: 6.1893 loss_cls: 0.3391 loss_bbox: 0.6502 d0.loss_cls: 0.3926 d0.loss_bbox: 0.7369 d1.loss_cls: 0.3661 d1.loss_bbox: 0.6890 d2.loss_cls: 0.3552 d2.loss_bbox: 0.6658 d3.loss_cls: 0.3437 d3.loss_bbox: 0.6583 d4.loss_cls: 0.3403 d4.loss_bbox: 0.6520 2022/12/23 13:03:19 - mmengine - INFO - Epoch(train) [9][1600/4689] lr: 1.5000e-04 eta: 1 day, 1:38:29 time: 1.2398 data_time: 0.0629 memory: 14432 grad_norm: 56.8439 loss: 6.2446 loss_cls: 0.3396 loss_bbox: 0.6621 d0.loss_cls: 0.3958 d0.loss_bbox: 0.7410 d1.loss_cls: 0.3658 d1.loss_bbox: 0.6981 d2.loss_cls: 0.3541 d2.loss_bbox: 0.6739 d3.loss_cls: 0.3424 d3.loss_bbox: 0.6688 d4.loss_cls: 0.3404 d4.loss_bbox: 0.6626 2022/12/23 13:04:22 - mmengine - INFO - Epoch(train) [9][1650/4689] lr: 1.5000e-04 eta: 1 day, 1:37:27 time: 1.2592 data_time: 0.0716 memory: 14432 grad_norm: 55.5465 loss: 6.2621 loss_cls: 0.3352 loss_bbox: 0.6686 d0.loss_cls: 0.3961 d0.loss_bbox: 0.7384 d1.loss_cls: 0.3649 d1.loss_bbox: 0.6991 d2.loss_cls: 0.3520 d2.loss_bbox: 0.6819 d3.loss_cls: 0.3430 d3.loss_bbox: 0.6761 d4.loss_cls: 0.3389 d4.loss_bbox: 0.6679 2022/12/23 13:05:26 - mmengine - INFO - Epoch(train) [9][1700/4689] lr: 1.5000e-04 eta: 1 day, 1:36:25 time: 1.2683 data_time: 0.0643 memory: 14432 grad_norm: 50.1234 loss: 5.9030 loss_cls: 0.3213 loss_bbox: 0.6246 d0.loss_cls: 0.3724 d0.loss_bbox: 0.7061 d1.loss_cls: 0.3445 d1.loss_bbox: 0.6601 d2.loss_cls: 0.3336 d2.loss_bbox: 0.6375 d3.loss_cls: 0.3254 d3.loss_bbox: 0.6320 d4.loss_cls: 0.3198 d4.loss_bbox: 0.6257 2022/12/23 13:06:28 - mmengine - INFO - Epoch(train) [9][1750/4689] lr: 1.5000e-04 eta: 1 day, 1:35:21 time: 1.2452 data_time: 0.0636 memory: 14432 grad_norm: 53.7379 loss: 5.9933 loss_cls: 0.3200 loss_bbox: 0.6398 d0.loss_cls: 0.3720 d0.loss_bbox: 0.7177 d1.loss_cls: 0.3471 d1.loss_bbox: 0.6728 d2.loss_cls: 0.3369 d2.loss_bbox: 0.6522 d3.loss_cls: 0.3270 d3.loss_bbox: 0.6454 d4.loss_cls: 0.3204 d4.loss_bbox: 0.6419 2022/12/23 13:07:30 - mmengine - INFO - Epoch(train) [9][1800/4689] lr: 1.5000e-04 eta: 1 day, 1:34:17 time: 1.2485 data_time: 0.0592 memory: 14432 grad_norm: 57.0951 loss: 6.2515 loss_cls: 0.3441 loss_bbox: 0.6599 d0.loss_cls: 0.4016 d0.loss_bbox: 0.7363 d1.loss_cls: 0.3729 d1.loss_bbox: 0.6923 d2.loss_cls: 0.3569 d2.loss_bbox: 0.6703 d3.loss_cls: 0.3489 d3.loss_bbox: 0.6641 d4.loss_cls: 0.3444 d4.loss_bbox: 0.6599 2022/12/23 13:08:34 - mmengine - INFO - Epoch(train) [9][1850/4689] lr: 1.5000e-04 eta: 1 day, 1:33:15 time: 1.2655 data_time: 0.0612 memory: 14432 grad_norm: 60.2355 loss: 6.1009 loss_cls: 0.3241 loss_bbox: 0.6537 d0.loss_cls: 0.3834 d0.loss_bbox: 0.7298 d1.loss_cls: 0.3519 d1.loss_bbox: 0.6855 d2.loss_cls: 0.3392 d2.loss_bbox: 0.6649 d3.loss_cls: 0.3315 d3.loss_bbox: 0.6582 d4.loss_cls: 0.3251 d4.loss_bbox: 0.6537 2022/12/23 13:09:37 - mmengine - INFO - Epoch(train) [9][1900/4689] lr: 1.5000e-04 eta: 1 day, 1:32:13 time: 1.2625 data_time: 0.0701 memory: 14432 grad_norm: 70.2933 loss: 6.1239 loss_cls: 0.3316 loss_bbox: 0.6488 d0.loss_cls: 0.3866 d0.loss_bbox: 0.7339 d1.loss_cls: 0.3561 d1.loss_bbox: 0.6847 d2.loss_cls: 0.3424 d2.loss_bbox: 0.6659 d3.loss_cls: 0.3372 d3.loss_bbox: 0.6562 d4.loss_cls: 0.3325 d4.loss_bbox: 0.6481 2022/12/23 13:10:40 - mmengine - INFO - Epoch(train) [9][1950/4689] lr: 1.5000e-04 eta: 1 day, 1:31:09 time: 1.2541 data_time: 0.0646 memory: 14432 grad_norm: 60.5193 loss: 6.2875 loss_cls: 0.3487 loss_bbox: 0.6606 d0.loss_cls: 0.3984 d0.loss_bbox: 0.7483 d1.loss_cls: 0.3698 d1.loss_bbox: 0.6958 d2.loss_cls: 0.3595 d2.loss_bbox: 0.6756 d3.loss_cls: 0.3532 d3.loss_bbox: 0.6670 d4.loss_cls: 0.3496 d4.loss_bbox: 0.6610 2022/12/23 13:11:42 - mmengine - INFO - Epoch(train) [9][2000/4689] lr: 1.5000e-04 eta: 1 day, 1:30:06 time: 1.2502 data_time: 0.0582 memory: 14432 grad_norm: 59.5892 loss: 6.2363 loss_cls: 0.3489 loss_bbox: 0.6503 d0.loss_cls: 0.3992 d0.loss_bbox: 0.7371 d1.loss_cls: 0.3736 d1.loss_bbox: 0.6889 d2.loss_cls: 0.3608 d2.loss_bbox: 0.6667 d3.loss_cls: 0.3540 d3.loss_bbox: 0.6562 d4.loss_cls: 0.3491 d4.loss_bbox: 0.6515 2022/12/23 13:12:45 - mmengine - INFO - Epoch(train) [9][2050/4689] lr: 1.5000e-04 eta: 1 day, 1:29:04 time: 1.2644 data_time: 0.0662 memory: 14432 grad_norm: 65.2817 loss: 6.1487 loss_cls: 0.3371 loss_bbox: 0.6465 d0.loss_cls: 0.3944 d0.loss_bbox: 0.7327 d1.loss_cls: 0.3655 d1.loss_bbox: 0.6839 d2.loss_cls: 0.3531 d2.loss_bbox: 0.6557 d3.loss_cls: 0.3439 d3.loss_bbox: 0.6512 d4.loss_cls: 0.3398 d4.loss_bbox: 0.6450 2022/12/23 13:13:47 - mmengine - INFO - Epoch(train) [9][2100/4689] lr: 1.5000e-04 eta: 1 day, 1:27:58 time: 1.2271 data_time: 0.0584 memory: 14432 grad_norm: 61.2534 loss: 6.3336 loss_cls: 0.3564 loss_bbox: 0.6577 d0.loss_cls: 0.4106 d0.loss_bbox: 0.7442 d1.loss_cls: 0.3866 d1.loss_bbox: 0.6927 d2.loss_cls: 0.3693 d2.loss_bbox: 0.6727 d3.loss_cls: 0.3609 d3.loss_bbox: 0.6656 d4.loss_cls: 0.3578 d4.loss_bbox: 0.6592 2022/12/23 13:14:49 - mmengine - INFO - Epoch(train) [9][2150/4689] lr: 1.5000e-04 eta: 1 day, 1:26:55 time: 1.2517 data_time: 0.0598 memory: 14432 grad_norm: 56.4125 loss: 6.0207 loss_cls: 0.3223 loss_bbox: 0.6388 d0.loss_cls: 0.3749 d0.loss_bbox: 0.7324 d1.loss_cls: 0.3486 d1.loss_bbox: 0.6774 d2.loss_cls: 0.3340 d2.loss_bbox: 0.6547 d3.loss_cls: 0.3281 d3.loss_bbox: 0.6459 d4.loss_cls: 0.3242 d4.loss_bbox: 0.6392 2022/12/23 13:15:53 - mmengine - INFO - Epoch(train) [9][2200/4689] lr: 1.5000e-04 eta: 1 day, 1:25:54 time: 1.2825 data_time: 0.0646 memory: 14432 grad_norm: 58.8362 loss: 6.2469 loss_cls: 0.3440 loss_bbox: 0.6568 d0.loss_cls: 0.3937 d0.loss_bbox: 0.7408 d1.loss_cls: 0.3710 d1.loss_bbox: 0.6936 d2.loss_cls: 0.3570 d2.loss_bbox: 0.6725 d3.loss_cls: 0.3506 d3.loss_bbox: 0.6640 d4.loss_cls: 0.3465 d4.loss_bbox: 0.6564 2022/12/23 13:16:57 - mmengine - INFO - Epoch(train) [9][2250/4689] lr: 1.5000e-04 eta: 1 day, 1:24:52 time: 1.2622 data_time: 0.0678 memory: 14432 grad_norm: 53.2500 loss: 6.1958 loss_cls: 0.3411 loss_bbox: 0.6501 d0.loss_cls: 0.3970 d0.loss_bbox: 0.7290 d1.loss_cls: 0.3694 d1.loss_bbox: 0.6854 d2.loss_cls: 0.3585 d2.loss_bbox: 0.6665 d3.loss_cls: 0.3485 d3.loss_bbox: 0.6565 d4.loss_cls: 0.3432 d4.loss_bbox: 0.6506 2022/12/23 13:18:00 - mmengine - INFO - Epoch(train) [9][2300/4689] lr: 1.5000e-04 eta: 1 day, 1:23:50 time: 1.2655 data_time: 0.0632 memory: 14432 grad_norm: 56.1994 loss: 6.2802 loss_cls: 0.3448 loss_bbox: 0.6616 d0.loss_cls: 0.4003 d0.loss_bbox: 0.7403 d1.loss_cls: 0.3739 d1.loss_bbox: 0.6946 d2.loss_cls: 0.3643 d2.loss_bbox: 0.6710 d3.loss_cls: 0.3552 d3.loss_bbox: 0.6647 d4.loss_cls: 0.3479 d4.loss_bbox: 0.6616 2022/12/23 13:19:02 - mmengine - INFO - Epoch(train) [9][2350/4689] lr: 1.5000e-04 eta: 1 day, 1:22:46 time: 1.2434 data_time: 0.0546 memory: 14432 grad_norm: 53.9844 loss: 6.2436 loss_cls: 0.3410 loss_bbox: 0.6567 d0.loss_cls: 0.3949 d0.loss_bbox: 0.7482 d1.loss_cls: 0.3651 d1.loss_bbox: 0.6987 d2.loss_cls: 0.3546 d2.loss_bbox: 0.6722 d3.loss_cls: 0.3468 d3.loss_bbox: 0.6645 d4.loss_cls: 0.3421 d4.loss_bbox: 0.6590 2022/12/23 13:20:06 - mmengine - INFO - Epoch(train) [9][2400/4689] lr: 1.5000e-04 eta: 1 day, 1:21:44 time: 1.2767 data_time: 0.0583 memory: 14432 grad_norm: 56.1858 loss: 6.1919 loss_cls: 0.3276 loss_bbox: 0.6613 d0.loss_cls: 0.3883 d0.loss_bbox: 0.7429 d1.loss_cls: 0.3582 d1.loss_bbox: 0.6980 d2.loss_cls: 0.3418 d2.loss_bbox: 0.6776 d3.loss_cls: 0.3353 d3.loss_bbox: 0.6687 d4.loss_cls: 0.3279 d4.loss_bbox: 0.6642 2022/12/23 13:21:08 - mmengine - INFO - Epoch(train) [9][2450/4689] lr: 1.5000e-04 eta: 1 day, 1:20:41 time: 1.2506 data_time: 0.0638 memory: 14432 grad_norm: 61.6631 loss: 6.1496 loss_cls: 0.3261 loss_bbox: 0.6578 d0.loss_cls: 0.3851 d0.loss_bbox: 0.7352 d1.loss_cls: 0.3612 d1.loss_bbox: 0.6882 d2.loss_cls: 0.3411 d2.loss_bbox: 0.6711 d3.loss_cls: 0.3332 d3.loss_bbox: 0.6644 d4.loss_cls: 0.3287 d4.loss_bbox: 0.6574 2022/12/23 13:21:55 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 13:22:11 - mmengine - INFO - Epoch(train) [9][2500/4689] lr: 1.5000e-04 eta: 1 day, 1:19:37 time: 1.2456 data_time: 0.0591 memory: 14432 grad_norm: 62.1768 loss: 6.1707 loss_cls: 0.3335 loss_bbox: 0.6572 d0.loss_cls: 0.3850 d0.loss_bbox: 0.7337 d1.loss_cls: 0.3619 d1.loss_bbox: 0.6887 d2.loss_cls: 0.3461 d2.loss_bbox: 0.6694 d3.loss_cls: 0.3384 d3.loss_bbox: 0.6652 d4.loss_cls: 0.3340 d4.loss_bbox: 0.6577 2022/12/23 13:23:14 - mmengine - INFO - Epoch(train) [9][2550/4689] lr: 1.5000e-04 eta: 1 day, 1:18:35 time: 1.2694 data_time: 0.0662 memory: 14432 grad_norm: 56.7145 loss: 6.0735 loss_cls: 0.3188 loss_bbox: 0.6550 d0.loss_cls: 0.3755 d0.loss_bbox: 0.7324 d1.loss_cls: 0.3474 d1.loss_bbox: 0.6860 d2.loss_cls: 0.3336 d2.loss_bbox: 0.6648 d3.loss_cls: 0.3266 d3.loss_bbox: 0.6580 d4.loss_cls: 0.3194 d4.loss_bbox: 0.6557 2022/12/23 13:24:17 - mmengine - INFO - Epoch(train) [9][2600/4689] lr: 1.5000e-04 eta: 1 day, 1:17:32 time: 1.2541 data_time: 0.0590 memory: 14432 grad_norm: 71.2967 loss: 6.3010 loss_cls: 0.3363 loss_bbox: 0.6748 d0.loss_cls: 0.3894 d0.loss_bbox: 0.7548 d1.loss_cls: 0.3645 d1.loss_bbox: 0.7068 d2.loss_cls: 0.3500 d2.loss_bbox: 0.6883 d3.loss_cls: 0.3406 d3.loss_bbox: 0.6819 d4.loss_cls: 0.3377 d4.loss_bbox: 0.6760 2022/12/23 13:25:19 - mmengine - INFO - Epoch(train) [9][2650/4689] lr: 1.5000e-04 eta: 1 day, 1:16:29 time: 1.2511 data_time: 0.0636 memory: 14432 grad_norm: 55.5480 loss: 6.1020 loss_cls: 0.3342 loss_bbox: 0.6446 d0.loss_cls: 0.3853 d0.loss_bbox: 0.7237 d1.loss_cls: 0.3613 d1.loss_bbox: 0.6745 d2.loss_cls: 0.3508 d2.loss_bbox: 0.6554 d3.loss_cls: 0.3408 d3.loss_bbox: 0.6504 d4.loss_cls: 0.3350 d4.loss_bbox: 0.6460 2022/12/23 13:26:22 - mmengine - INFO - Epoch(train) [9][2700/4689] lr: 1.5000e-04 eta: 1 day, 1:15:26 time: 1.2562 data_time: 0.0667 memory: 14432 grad_norm: 60.0585 loss: 6.0690 loss_cls: 0.3309 loss_bbox: 0.6405 d0.loss_cls: 0.3850 d0.loss_bbox: 0.7272 d1.loss_cls: 0.3612 d1.loss_bbox: 0.6722 d2.loss_cls: 0.3476 d2.loss_bbox: 0.6508 d3.loss_cls: 0.3379 d3.loss_bbox: 0.6433 d4.loss_cls: 0.3330 d4.loss_bbox: 0.6393 2022/12/23 13:27:25 - mmengine - INFO - Epoch(train) [9][2750/4689] lr: 1.5000e-04 eta: 1 day, 1:14:22 time: 1.2508 data_time: 0.0685 memory: 14432 grad_norm: 54.4593 loss: 6.1553 loss_cls: 0.3399 loss_bbox: 0.6449 d0.loss_cls: 0.3957 d0.loss_bbox: 0.7240 d1.loss_cls: 0.3739 d1.loss_bbox: 0.6760 d2.loss_cls: 0.3577 d2.loss_bbox: 0.6581 d3.loss_cls: 0.3470 d3.loss_bbox: 0.6506 d4.loss_cls: 0.3432 d4.loss_bbox: 0.6444 2022/12/23 13:28:27 - mmengine - INFO - Epoch(train) [9][2800/4689] lr: 1.5000e-04 eta: 1 day, 1:13:19 time: 1.2512 data_time: 0.0635 memory: 14432 grad_norm: 49.7899 loss: 6.0867 loss_cls: 0.3378 loss_bbox: 0.6351 d0.loss_cls: 0.3950 d0.loss_bbox: 0.7173 d1.loss_cls: 0.3701 d1.loss_bbox: 0.6656 d2.loss_cls: 0.3531 d2.loss_bbox: 0.6498 d3.loss_cls: 0.3444 d3.loss_bbox: 0.6430 d4.loss_cls: 0.3404 d4.loss_bbox: 0.6351 2022/12/23 13:29:31 - mmengine - INFO - Epoch(train) [9][2850/4689] lr: 1.5000e-04 eta: 1 day, 1:12:17 time: 1.2689 data_time: 0.0655 memory: 14432 grad_norm: 58.5079 loss: 6.2497 loss_cls: 0.3399 loss_bbox: 0.6613 d0.loss_cls: 0.3909 d0.loss_bbox: 0.7478 d1.loss_cls: 0.3663 d1.loss_bbox: 0.6966 d2.loss_cls: 0.3533 d2.loss_bbox: 0.6746 d3.loss_cls: 0.3453 d3.loss_bbox: 0.6698 d4.loss_cls: 0.3405 d4.loss_bbox: 0.6634 2022/12/23 13:30:33 - mmengine - INFO - Epoch(train) [9][2900/4689] lr: 1.5000e-04 eta: 1 day, 1:11:13 time: 1.2461 data_time: 0.0609 memory: 14432 grad_norm: 65.5204 loss: 6.3840 loss_cls: 0.3453 loss_bbox: 0.6793 d0.loss_cls: 0.4059 d0.loss_bbox: 0.7548 d1.loss_cls: 0.3800 d1.loss_bbox: 0.7053 d2.loss_cls: 0.3649 d2.loss_bbox: 0.6878 d3.loss_cls: 0.3541 d3.loss_bbox: 0.6814 d4.loss_cls: 0.3472 d4.loss_bbox: 0.6779 2022/12/23 13:31:36 - mmengine - INFO - Epoch(train) [9][2950/4689] lr: 1.5000e-04 eta: 1 day, 1:10:10 time: 1.2489 data_time: 0.0659 memory: 14432 grad_norm: 62.1044 loss: 6.1385 loss_cls: 0.3301 loss_bbox: 0.6474 d0.loss_cls: 0.3949 d0.loss_bbox: 0.7323 d1.loss_cls: 0.3645 d1.loss_bbox: 0.6844 d2.loss_cls: 0.3464 d2.loss_bbox: 0.6650 d3.loss_cls: 0.3363 d3.loss_bbox: 0.6572 d4.loss_cls: 0.3330 d4.loss_bbox: 0.6471 2022/12/23 13:32:38 - mmengine - INFO - Epoch(train) [9][3000/4689] lr: 1.5000e-04 eta: 1 day, 1:09:07 time: 1.2562 data_time: 0.0616 memory: 14432 grad_norm: 54.8226 loss: 6.0754 loss_cls: 0.3296 loss_bbox: 0.6407 d0.loss_cls: 0.3864 d0.loss_bbox: 0.7209 d1.loss_cls: 0.3602 d1.loss_bbox: 0.6787 d2.loss_cls: 0.3471 d2.loss_bbox: 0.6544 d3.loss_cls: 0.3371 d3.loss_bbox: 0.6478 d4.loss_cls: 0.3330 d4.loss_bbox: 0.6395 2022/12/23 13:33:41 - mmengine - INFO - Epoch(train) [9][3050/4689] lr: 1.5000e-04 eta: 1 day, 1:08:03 time: 1.2517 data_time: 0.0594 memory: 14432 grad_norm: 52.6307 loss: 6.2626 loss_cls: 0.3411 loss_bbox: 0.6614 d0.loss_cls: 0.3967 d0.loss_bbox: 0.7482 d1.loss_cls: 0.3681 d1.loss_bbox: 0.7002 d2.loss_cls: 0.3564 d2.loss_bbox: 0.6726 d3.loss_cls: 0.3474 d3.loss_bbox: 0.6664 d4.loss_cls: 0.3426 d4.loss_bbox: 0.6615 2022/12/23 13:34:43 - mmengine - INFO - Epoch(train) [9][3100/4689] lr: 1.5000e-04 eta: 1 day, 1:06:59 time: 1.2406 data_time: 0.0603 memory: 14432 grad_norm: 62.3102 loss: 6.2858 loss_cls: 0.3451 loss_bbox: 0.6572 d0.loss_cls: 0.4021 d0.loss_bbox: 0.7505 d1.loss_cls: 0.3695 d1.loss_bbox: 0.7051 d2.loss_cls: 0.3570 d2.loss_bbox: 0.6773 d3.loss_cls: 0.3496 d3.loss_bbox: 0.6675 d4.loss_cls: 0.3467 d4.loss_bbox: 0.6583 2022/12/23 13:35:46 - mmengine - INFO - Epoch(train) [9][3150/4689] lr: 1.5000e-04 eta: 1 day, 1:05:57 time: 1.2617 data_time: 0.0657 memory: 14432 grad_norm: 59.7509 loss: 6.2495 loss_cls: 0.3418 loss_bbox: 0.6570 d0.loss_cls: 0.4008 d0.loss_bbox: 0.7466 d1.loss_cls: 0.3721 d1.loss_bbox: 0.6916 d2.loss_cls: 0.3604 d2.loss_bbox: 0.6664 d3.loss_cls: 0.3515 d3.loss_bbox: 0.6602 d4.loss_cls: 0.3437 d4.loss_bbox: 0.6573 2022/12/23 13:36:49 - mmengine - INFO - Epoch(train) [9][3200/4689] lr: 1.5000e-04 eta: 1 day, 1:04:55 time: 1.2668 data_time: 0.0583 memory: 14432 grad_norm: 55.8042 loss: 6.0974 loss_cls: 0.3323 loss_bbox: 0.6413 d0.loss_cls: 0.3878 d0.loss_bbox: 0.7263 d1.loss_cls: 0.3584 d1.loss_bbox: 0.6799 d2.loss_cls: 0.3494 d2.loss_bbox: 0.6559 d3.loss_cls: 0.3381 d3.loss_bbox: 0.6511 d4.loss_cls: 0.3341 d4.loss_bbox: 0.6428 2022/12/23 13:37:53 - mmengine - INFO - Epoch(train) [9][3250/4689] lr: 1.5000e-04 eta: 1 day, 1:03:52 time: 1.2641 data_time: 0.0593 memory: 14432 grad_norm: 58.8890 loss: 6.1643 loss_cls: 0.3349 loss_bbox: 0.6521 d0.loss_cls: 0.3853 d0.loss_bbox: 0.7412 d1.loss_cls: 0.3612 d1.loss_bbox: 0.6877 d2.loss_cls: 0.3498 d2.loss_bbox: 0.6644 d3.loss_cls: 0.3403 d3.loss_bbox: 0.6592 d4.loss_cls: 0.3343 d4.loss_bbox: 0.6540 2022/12/23 13:38:55 - mmengine - INFO - Epoch(train) [9][3300/4689] lr: 1.5000e-04 eta: 1 day, 1:02:49 time: 1.2547 data_time: 0.0582 memory: 14432 grad_norm: 61.4884 loss: 6.1291 loss_cls: 0.3254 loss_bbox: 0.6542 d0.loss_cls: 0.3829 d0.loss_bbox: 0.7460 d1.loss_cls: 0.3537 d1.loss_bbox: 0.6901 d2.loss_cls: 0.3411 d2.loss_bbox: 0.6653 d3.loss_cls: 0.3334 d3.loss_bbox: 0.6567 d4.loss_cls: 0.3270 d4.loss_bbox: 0.6533 2022/12/23 13:39:59 - mmengine - INFO - Epoch(train) [9][3350/4689] lr: 1.5000e-04 eta: 1 day, 1:01:47 time: 1.2690 data_time: 0.0684 memory: 14432 grad_norm: 57.7257 loss: 6.1285 loss_cls: 0.3283 loss_bbox: 0.6497 d0.loss_cls: 0.3824 d0.loss_bbox: 0.7415 d1.loss_cls: 0.3574 d1.loss_bbox: 0.6893 d2.loss_cls: 0.3431 d2.loss_bbox: 0.6654 d3.loss_cls: 0.3336 d3.loss_bbox: 0.6576 d4.loss_cls: 0.3300 d4.loss_bbox: 0.6502 2022/12/23 13:41:02 - mmengine - INFO - Epoch(train) [9][3400/4689] lr: 1.5000e-04 eta: 1 day, 1:00:45 time: 1.2585 data_time: 0.0572 memory: 14432 grad_norm: 60.1834 loss: 6.0950 loss_cls: 0.3345 loss_bbox: 0.6395 d0.loss_cls: 0.3840 d0.loss_bbox: 0.7327 d1.loss_cls: 0.3604 d1.loss_bbox: 0.6761 d2.loss_cls: 0.3483 d2.loss_bbox: 0.6547 d3.loss_cls: 0.3409 d3.loss_bbox: 0.6475 d4.loss_cls: 0.3355 d4.loss_bbox: 0.6407 2022/12/23 13:42:04 - mmengine - INFO - Epoch(train) [9][3450/4689] lr: 1.5000e-04 eta: 1 day, 0:59:41 time: 1.2491 data_time: 0.0594 memory: 14432 grad_norm: 57.0791 loss: 6.0085 loss_cls: 0.3248 loss_bbox: 0.6342 d0.loss_cls: 0.3803 d0.loss_bbox: 0.7236 d1.loss_cls: 0.3560 d1.loss_bbox: 0.6690 d2.loss_cls: 0.3416 d2.loss_bbox: 0.6464 d3.loss_cls: 0.3321 d3.loss_bbox: 0.6392 d4.loss_cls: 0.3268 d4.loss_bbox: 0.6345 2022/12/23 13:42:52 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 13:43:07 - mmengine - INFO - Epoch(train) [9][3500/4689] lr: 1.5000e-04 eta: 1 day, 0:58:38 time: 1.2530 data_time: 0.0627 memory: 14432 grad_norm: 61.4015 loss: 6.1566 loss_cls: 0.3331 loss_bbox: 0.6510 d0.loss_cls: 0.3865 d0.loss_bbox: 0.7376 d1.loss_cls: 0.3602 d1.loss_bbox: 0.6890 d2.loss_cls: 0.3453 d2.loss_bbox: 0.6694 d3.loss_cls: 0.3372 d3.loss_bbox: 0.6601 d4.loss_cls: 0.3335 d4.loss_bbox: 0.6539 2022/12/23 13:44:10 - mmengine - INFO - Epoch(train) [9][3550/4689] lr: 1.5000e-04 eta: 1 day, 0:57:36 time: 1.2647 data_time: 0.0677 memory: 14432 grad_norm: 62.2520 loss: 6.1894 loss_cls: 0.3440 loss_bbox: 0.6462 d0.loss_cls: 0.3960 d0.loss_bbox: 0.7370 d1.loss_cls: 0.3731 d1.loss_bbox: 0.6817 d2.loss_cls: 0.3597 d2.loss_bbox: 0.6578 d3.loss_cls: 0.3512 d3.loss_bbox: 0.6507 d4.loss_cls: 0.3449 d4.loss_bbox: 0.6471 2022/12/23 13:45:13 - mmengine - INFO - Epoch(train) [9][3600/4689] lr: 1.5000e-04 eta: 1 day, 0:56:33 time: 1.2573 data_time: 0.0593 memory: 14432 grad_norm: 56.0162 loss: 5.9366 loss_cls: 0.3152 loss_bbox: 0.6324 d0.loss_cls: 0.3734 d0.loss_bbox: 0.7163 d1.loss_cls: 0.3515 d1.loss_bbox: 0.6617 d2.loss_cls: 0.3345 d2.loss_bbox: 0.6431 d3.loss_cls: 0.3213 d3.loss_bbox: 0.6383 d4.loss_cls: 0.3168 d4.loss_bbox: 0.6321 2022/12/23 13:46:15 - mmengine - INFO - Epoch(train) [9][3650/4689] lr: 1.5000e-04 eta: 1 day, 0:55:29 time: 1.2482 data_time: 0.0614 memory: 14432 grad_norm: 54.5530 loss: 6.1343 loss_cls: 0.3363 loss_bbox: 0.6453 d0.loss_cls: 0.3911 d0.loss_bbox: 0.7279 d1.loss_cls: 0.3658 d1.loss_bbox: 0.6808 d2.loss_cls: 0.3499 d2.loss_bbox: 0.6606 d3.loss_cls: 0.3420 d3.loss_bbox: 0.6524 d4.loss_cls: 0.3374 d4.loss_bbox: 0.6448 2022/12/23 13:47:19 - mmengine - INFO - Epoch(train) [9][3700/4689] lr: 1.5000e-04 eta: 1 day, 0:54:27 time: 1.2677 data_time: 0.0584 memory: 14432 grad_norm: 51.1880 loss: 6.1349 loss_cls: 0.3307 loss_bbox: 0.6499 d0.loss_cls: 0.3859 d0.loss_bbox: 0.7340 d1.loss_cls: 0.3609 d1.loss_bbox: 0.6878 d2.loss_cls: 0.3475 d2.loss_bbox: 0.6624 d3.loss_cls: 0.3377 d3.loss_bbox: 0.6553 d4.loss_cls: 0.3326 d4.loss_bbox: 0.6502 2022/12/23 13:48:23 - mmengine - INFO - Epoch(train) [9][3750/4689] lr: 1.5000e-04 eta: 1 day, 0:53:27 time: 1.2876 data_time: 0.0695 memory: 14432 grad_norm: 53.0961 loss: 5.9734 loss_cls: 0.3270 loss_bbox: 0.6282 d0.loss_cls: 0.3796 d0.loss_bbox: 0.7131 d1.loss_cls: 0.3552 d1.loss_bbox: 0.6626 d2.loss_cls: 0.3420 d2.loss_bbox: 0.6422 d3.loss_cls: 0.3340 d3.loss_bbox: 0.6332 d4.loss_cls: 0.3303 d4.loss_bbox: 0.6260 2022/12/23 13:49:26 - mmengine - INFO - Epoch(train) [9][3800/4689] lr: 1.5000e-04 eta: 1 day, 0:52:23 time: 1.2483 data_time: 0.0673 memory: 14432 grad_norm: 66.7958 loss: 6.4130 loss_cls: 0.3519 loss_bbox: 0.6744 d0.loss_cls: 0.4000 d0.loss_bbox: 0.7643 d1.loss_cls: 0.3761 d1.loss_bbox: 0.7150 d2.loss_cls: 0.3659 d2.loss_bbox: 0.6940 d3.loss_cls: 0.3558 d3.loss_bbox: 0.6856 d4.loss_cls: 0.3536 d4.loss_bbox: 0.6764 2022/12/23 13:50:28 - mmengine - INFO - Epoch(train) [9][3850/4689] lr: 1.5000e-04 eta: 1 day, 0:51:20 time: 1.2487 data_time: 0.0654 memory: 14432 grad_norm: 74.9513 loss: 6.2511 loss_cls: 0.3471 loss_bbox: 0.6503 d0.loss_cls: 0.4076 d0.loss_bbox: 0.7388 d1.loss_cls: 0.3797 d1.loss_bbox: 0.6849 d2.loss_cls: 0.3674 d2.loss_bbox: 0.6624 d3.loss_cls: 0.3566 d3.loss_bbox: 0.6561 d4.loss_cls: 0.3499 d4.loss_bbox: 0.6503 2022/12/23 13:51:31 - mmengine - INFO - Epoch(train) [9][3900/4689] lr: 1.5000e-04 eta: 1 day, 0:50:17 time: 1.2581 data_time: 0.0620 memory: 14432 grad_norm: 61.6545 loss: 6.3589 loss_cls: 0.3504 loss_bbox: 0.6676 d0.loss_cls: 0.4001 d0.loss_bbox: 0.7552 d1.loss_cls: 0.3787 d1.loss_bbox: 0.7059 d2.loss_cls: 0.3647 d2.loss_bbox: 0.6812 d3.loss_cls: 0.3592 d3.loss_bbox: 0.6743 d4.loss_cls: 0.3514 d4.loss_bbox: 0.6702 2022/12/23 13:52:33 - mmengine - INFO - Epoch(train) [9][3950/4689] lr: 1.5000e-04 eta: 1 day, 0:49:13 time: 1.2488 data_time: 0.0643 memory: 14432 grad_norm: 56.7773 loss: 6.3238 loss_cls: 0.3524 loss_bbox: 0.6631 d0.loss_cls: 0.4045 d0.loss_bbox: 0.7458 d1.loss_cls: 0.3793 d1.loss_bbox: 0.6962 d2.loss_cls: 0.3689 d2.loss_bbox: 0.6728 d3.loss_cls: 0.3593 d3.loss_bbox: 0.6656 d4.loss_cls: 0.3545 d4.loss_bbox: 0.6612 2022/12/23 13:53:35 - mmengine - INFO - Epoch(train) [9][4000/4689] lr: 1.5000e-04 eta: 1 day, 0:48:09 time: 1.2395 data_time: 0.0600 memory: 14432 grad_norm: 54.8199 loss: 6.2720 loss_cls: 0.3512 loss_bbox: 0.6524 d0.loss_cls: 0.4052 d0.loss_bbox: 0.7430 d1.loss_cls: 0.3794 d1.loss_bbox: 0.6908 d2.loss_cls: 0.3653 d2.loss_bbox: 0.6643 d3.loss_cls: 0.3559 d3.loss_bbox: 0.6578 d4.loss_cls: 0.3537 d4.loss_bbox: 0.6530 2022/12/23 13:54:38 - mmengine - INFO - Epoch(train) [9][4050/4689] lr: 1.5000e-04 eta: 1 day, 0:47:06 time: 1.2559 data_time: 0.0581 memory: 14432 grad_norm: 54.6071 loss: 6.0928 loss_cls: 0.3257 loss_bbox: 0.6466 d0.loss_cls: 0.3853 d0.loss_bbox: 0.7307 d1.loss_cls: 0.3569 d1.loss_bbox: 0.6824 d2.loss_cls: 0.3426 d2.loss_bbox: 0.6616 d3.loss_cls: 0.3321 d3.loss_bbox: 0.6537 d4.loss_cls: 0.3289 d4.loss_bbox: 0.6463 2022/12/23 13:55:44 - mmengine - INFO - Epoch(train) [9][4100/4689] lr: 1.5000e-04 eta: 1 day, 0:46:08 time: 1.3138 data_time: 0.0771 memory: 14432 grad_norm: 55.0504 loss: 6.1428 loss_cls: 0.3336 loss_bbox: 0.6502 d0.loss_cls: 0.3858 d0.loss_bbox: 0.7337 d1.loss_cls: 0.3620 d1.loss_bbox: 0.6830 d2.loss_cls: 0.3468 d2.loss_bbox: 0.6631 d3.loss_cls: 0.3419 d3.loss_bbox: 0.6560 d4.loss_cls: 0.3355 d4.loss_bbox: 0.6512 2022/12/23 13:56:47 - mmengine - INFO - Epoch(train) [9][4150/4689] lr: 1.5000e-04 eta: 1 day, 0:45:06 time: 1.2624 data_time: 0.0649 memory: 14432 grad_norm: 57.4745 loss: 6.2137 loss_cls: 0.3400 loss_bbox: 0.6557 d0.loss_cls: 0.3947 d0.loss_bbox: 0.7349 d1.loss_cls: 0.3721 d1.loss_bbox: 0.6851 d2.loss_cls: 0.3581 d2.loss_bbox: 0.6657 d3.loss_cls: 0.3474 d3.loss_bbox: 0.6620 d4.loss_cls: 0.3432 d4.loss_bbox: 0.6548 2022/12/23 13:57:50 - mmengine - INFO - Epoch(train) [9][4200/4689] lr: 1.5000e-04 eta: 1 day, 0:44:02 time: 1.2507 data_time: 0.0593 memory: 14432 grad_norm: 67.9130 loss: 6.1813 loss_cls: 0.3367 loss_bbox: 0.6506 d0.loss_cls: 0.3909 d0.loss_bbox: 0.7377 d1.loss_cls: 0.3664 d1.loss_bbox: 0.6876 d2.loss_cls: 0.3542 d2.loss_bbox: 0.6646 d3.loss_cls: 0.3453 d3.loss_bbox: 0.6574 d4.loss_cls: 0.3388 d4.loss_bbox: 0.6510 2022/12/23 13:58:53 - mmengine - INFO - Epoch(train) [9][4250/4689] lr: 1.5000e-04 eta: 1 day, 0:43:00 time: 1.2650 data_time: 0.0581 memory: 14432 grad_norm: 51.6734 loss: 6.0095 loss_cls: 0.3315 loss_bbox: 0.6266 d0.loss_cls: 0.3869 d0.loss_bbox: 0.7160 d1.loss_cls: 0.3604 d1.loss_bbox: 0.6680 d2.loss_cls: 0.3461 d2.loss_bbox: 0.6420 d3.loss_cls: 0.3353 d3.loss_bbox: 0.6350 d4.loss_cls: 0.3343 d4.loss_bbox: 0.6275 2022/12/23 13:59:55 - mmengine - INFO - Epoch(train) [9][4300/4689] lr: 1.5000e-04 eta: 1 day, 0:41:56 time: 1.2388 data_time: 0.0655 memory: 14432 grad_norm: 63.6358 loss: 6.1916 loss_cls: 0.3422 loss_bbox: 0.6446 d0.loss_cls: 0.4055 d0.loss_bbox: 0.7301 d1.loss_cls: 0.3778 d1.loss_bbox: 0.6800 d2.loss_cls: 0.3594 d2.loss_bbox: 0.6609 d3.loss_cls: 0.3485 d3.loss_bbox: 0.6528 d4.loss_cls: 0.3455 d4.loss_bbox: 0.6445 2022/12/23 14:00:57 - mmengine - INFO - Epoch(train) [9][4350/4689] lr: 1.5000e-04 eta: 1 day, 0:40:52 time: 1.2442 data_time: 0.0628 memory: 14432 grad_norm: 62.0193 loss: 6.4092 loss_cls: 0.3569 loss_bbox: 0.6751 d0.loss_cls: 0.4131 d0.loss_bbox: 0.7506 d1.loss_cls: 0.3883 d1.loss_bbox: 0.6973 d2.loss_cls: 0.3774 d2.loss_bbox: 0.6775 d3.loss_cls: 0.3632 d3.loss_bbox: 0.6773 d4.loss_cls: 0.3581 d4.loss_bbox: 0.6743 2022/12/23 14:01:59 - mmengine - INFO - Epoch(train) [9][4400/4689] lr: 1.5000e-04 eta: 1 day, 0:39:48 time: 1.2435 data_time: 0.0651 memory: 14432 grad_norm: 55.5970 loss: 6.3178 loss_cls: 0.3551 loss_bbox: 0.6549 d0.loss_cls: 0.4135 d0.loss_bbox: 0.7414 d1.loss_cls: 0.3857 d1.loss_bbox: 0.6901 d2.loss_cls: 0.3725 d2.loss_bbox: 0.6668 d3.loss_cls: 0.3627 d3.loss_bbox: 0.6610 d4.loss_cls: 0.3583 d4.loss_bbox: 0.6558 2022/12/23 14:03:02 - mmengine - INFO - Epoch(train) [9][4450/4689] lr: 1.5000e-04 eta: 1 day, 0:38:45 time: 1.2639 data_time: 0.0651 memory: 14432 grad_norm: 64.3138 loss: 6.1548 loss_cls: 0.3395 loss_bbox: 0.6437 d0.loss_cls: 0.3992 d0.loss_bbox: 0.7363 d1.loss_cls: 0.3667 d1.loss_bbox: 0.6828 d2.loss_cls: 0.3508 d2.loss_bbox: 0.6586 d3.loss_cls: 0.3425 d3.loss_bbox: 0.6508 d4.loss_cls: 0.3391 d4.loss_bbox: 0.6448 2022/12/23 14:03:50 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 14:04:06 - mmengine - INFO - Epoch(train) [9][4500/4689] lr: 1.5000e-04 eta: 1 day, 0:37:44 time: 1.2694 data_time: 0.0758 memory: 14432 grad_norm: 57.3573 loss: 6.1301 loss_cls: 0.3288 loss_bbox: 0.6509 d0.loss_cls: 0.3860 d0.loss_bbox: 0.7387 d1.loss_cls: 0.3578 d1.loss_bbox: 0.6870 d2.loss_cls: 0.3421 d2.loss_bbox: 0.6652 d3.loss_cls: 0.3341 d3.loss_bbox: 0.6570 d4.loss_cls: 0.3304 d4.loss_bbox: 0.6521 2022/12/23 14:05:09 - mmengine - INFO - Epoch(train) [9][4550/4689] lr: 1.5000e-04 eta: 1 day, 0:36:41 time: 1.2614 data_time: 0.0645 memory: 14432 grad_norm: 55.8499 loss: 6.1843 loss_cls: 0.3324 loss_bbox: 0.6556 d0.loss_cls: 0.3863 d0.loss_bbox: 0.7469 d1.loss_cls: 0.3599 d1.loss_bbox: 0.6974 d2.loss_cls: 0.3471 d2.loss_bbox: 0.6679 d3.loss_cls: 0.3389 d3.loss_bbox: 0.6614 d4.loss_cls: 0.3345 d4.loss_bbox: 0.6562 2022/12/23 14:06:10 - mmengine - INFO - Epoch(train) [9][4600/4689] lr: 1.5000e-04 eta: 1 day, 0:35:36 time: 1.2289 data_time: 0.0634 memory: 14432 grad_norm: 70.9507 loss: 6.3797 loss_cls: 0.3552 loss_bbox: 0.6668 d0.loss_cls: 0.4113 d0.loss_bbox: 0.7518 d1.loss_cls: 0.3837 d1.loss_bbox: 0.7005 d2.loss_cls: 0.3717 d2.loss_bbox: 0.6795 d3.loss_cls: 0.3608 d3.loss_bbox: 0.6754 d4.loss_cls: 0.3556 d4.loss_bbox: 0.6674 2022/12/23 14:07:13 - mmengine - INFO - Epoch(train) [9][4650/4689] lr: 1.5000e-04 eta: 1 day, 0:34:33 time: 1.2606 data_time: 0.0656 memory: 14432 grad_norm: 63.1846 loss: 6.2645 loss_cls: 0.3398 loss_bbox: 0.6660 d0.loss_cls: 0.3971 d0.loss_bbox: 0.7418 d1.loss_cls: 0.3684 d1.loss_bbox: 0.6975 d2.loss_cls: 0.3586 d2.loss_bbox: 0.6727 d3.loss_cls: 0.3463 d3.loss_bbox: 0.6689 d4.loss_cls: 0.3419 d4.loss_bbox: 0.6657 2022/12/23 14:08:01 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 14:09:06 - mmengine - INFO - Epoch(train) [10][ 50/4689] lr: 1.3827e-04 eta: 1 day, 0:32:43 time: 1.3078 data_time: 0.1140 memory: 14432 grad_norm: 56.2389 loss: 6.2258 loss_cls: 0.3409 loss_bbox: 0.6572 d0.loss_cls: 0.3950 d0.loss_bbox: 0.7371 d1.loss_cls: 0.3684 d1.loss_bbox: 0.6921 d2.loss_cls: 0.3570 d2.loss_bbox: 0.6685 d3.loss_cls: 0.3471 d3.loss_bbox: 0.6628 d4.loss_cls: 0.3412 d4.loss_bbox: 0.6585 2022/12/23 14:10:11 - mmengine - INFO - Epoch(train) [10][ 100/4689] lr: 1.3827e-04 eta: 1 day, 0:31:43 time: 1.2855 data_time: 0.0705 memory: 14432 grad_norm: 61.3353 loss: 5.8751 loss_cls: 0.3138 loss_bbox: 0.6246 d0.loss_cls: 0.3693 d0.loss_bbox: 0.7103 d1.loss_cls: 0.3459 d1.loss_bbox: 0.6589 d2.loss_cls: 0.3292 d2.loss_bbox: 0.6359 d3.loss_cls: 0.3205 d3.loss_bbox: 0.6274 d4.loss_cls: 0.3154 d4.loss_bbox: 0.6239 2022/12/23 14:11:15 - mmengine - INFO - Epoch(train) [10][ 150/4689] lr: 1.3827e-04 eta: 1 day, 0:30:41 time: 1.2762 data_time: 0.0720 memory: 14432 grad_norm: 55.4215 loss: 6.2286 loss_cls: 0.3449 loss_bbox: 0.6482 d0.loss_cls: 0.4012 d0.loss_bbox: 0.7387 d1.loss_cls: 0.3722 d1.loss_bbox: 0.6914 d2.loss_cls: 0.3622 d2.loss_bbox: 0.6640 d3.loss_cls: 0.3521 d3.loss_bbox: 0.6565 d4.loss_cls: 0.3474 d4.loss_bbox: 0.6498 2022/12/23 14:12:17 - mmengine - INFO - Epoch(train) [10][ 200/4689] lr: 1.3827e-04 eta: 1 day, 0:29:38 time: 1.2553 data_time: 0.0659 memory: 14432 grad_norm: 55.4529 loss: 6.1135 loss_cls: 0.3405 loss_bbox: 0.6355 d0.loss_cls: 0.3997 d0.loss_bbox: 0.7219 d1.loss_cls: 0.3713 d1.loss_bbox: 0.6718 d2.loss_cls: 0.3546 d2.loss_bbox: 0.6516 d3.loss_cls: 0.3455 d3.loss_bbox: 0.6439 d4.loss_cls: 0.3416 d4.loss_bbox: 0.6358 2022/12/23 14:13:21 - mmengine - INFO - Epoch(train) [10][ 250/4689] lr: 1.3827e-04 eta: 1 day, 0:28:36 time: 1.2658 data_time: 0.0705 memory: 14432 grad_norm: 62.7721 loss: 6.0051 loss_cls: 0.3252 loss_bbox: 0.6323 d0.loss_cls: 0.3846 d0.loss_bbox: 0.7149 d1.loss_cls: 0.3567 d1.loss_bbox: 0.6704 d2.loss_cls: 0.3403 d2.loss_bbox: 0.6483 d3.loss_cls: 0.3325 d3.loss_bbox: 0.6386 d4.loss_cls: 0.3281 d4.loss_bbox: 0.6333 2022/12/23 14:14:23 - mmengine - INFO - Epoch(train) [10][ 300/4689] lr: 1.3827e-04 eta: 1 day, 0:27:33 time: 1.2533 data_time: 0.0635 memory: 14432 grad_norm: 61.5620 loss: 6.1165 loss_cls: 0.3416 loss_bbox: 0.6346 d0.loss_cls: 0.3940 d0.loss_bbox: 0.7255 d1.loss_cls: 0.3686 d1.loss_bbox: 0.6773 d2.loss_cls: 0.3551 d2.loss_bbox: 0.6506 d3.loss_cls: 0.3478 d3.loss_bbox: 0.6432 d4.loss_cls: 0.3426 d4.loss_bbox: 0.6356 2022/12/23 14:15:27 - mmengine - INFO - Epoch(train) [10][ 350/4689] lr: 1.3827e-04 eta: 1 day, 0:26:31 time: 1.2672 data_time: 0.0637 memory: 14432 grad_norm: 57.5336 loss: 5.9917 loss_cls: 0.3273 loss_bbox: 0.6303 d0.loss_cls: 0.3794 d0.loss_bbox: 0.7122 d1.loss_cls: 0.3528 d1.loss_bbox: 0.6684 d2.loss_cls: 0.3430 d2.loss_bbox: 0.6448 d3.loss_cls: 0.3336 d3.loss_bbox: 0.6386 d4.loss_cls: 0.3296 d4.loss_bbox: 0.6317 2022/12/23 14:16:30 - mmengine - INFO - Epoch(train) [10][ 400/4689] lr: 1.3827e-04 eta: 1 day, 0:25:29 time: 1.2680 data_time: 0.0640 memory: 14432 grad_norm: 52.5806 loss: 5.9644 loss_cls: 0.3274 loss_bbox: 0.6213 d0.loss_cls: 0.3897 d0.loss_bbox: 0.7116 d1.loss_cls: 0.3581 d1.loss_bbox: 0.6624 d2.loss_cls: 0.3424 d2.loss_bbox: 0.6378 d3.loss_cls: 0.3309 d3.loss_bbox: 0.6315 d4.loss_cls: 0.3288 d4.loss_bbox: 0.6225 2022/12/23 14:17:33 - mmengine - INFO - Epoch(train) [10][ 450/4689] lr: 1.3827e-04 eta: 1 day, 0:24:26 time: 1.2516 data_time: 0.0730 memory: 14432 grad_norm: 61.6617 loss: 6.0207 loss_cls: 0.3306 loss_bbox: 0.6265 d0.loss_cls: 0.3869 d0.loss_bbox: 0.7208 d1.loss_cls: 0.3604 d1.loss_bbox: 0.6661 d2.loss_cls: 0.3486 d2.loss_bbox: 0.6454 d3.loss_cls: 0.3374 d3.loss_bbox: 0.6367 d4.loss_cls: 0.3316 d4.loss_bbox: 0.6297 2022/12/23 14:18:35 - mmengine - INFO - Epoch(train) [10][ 500/4689] lr: 1.3827e-04 eta: 1 day, 0:23:22 time: 1.2453 data_time: 0.0654 memory: 14432 grad_norm: 60.4908 loss: 6.1835 loss_cls: 0.3346 loss_bbox: 0.6534 d0.loss_cls: 0.3959 d0.loss_bbox: 0.7316 d1.loss_cls: 0.3690 d1.loss_bbox: 0.6847 d2.loss_cls: 0.3560 d2.loss_bbox: 0.6650 d3.loss_cls: 0.3437 d3.loss_bbox: 0.6593 d4.loss_cls: 0.3372 d4.loss_bbox: 0.6530 2022/12/23 14:19:37 - mmengine - INFO - Epoch(train) [10][ 550/4689] lr: 1.3827e-04 eta: 1 day, 0:22:18 time: 1.2483 data_time: 0.0659 memory: 14432 grad_norm: 57.1850 loss: 5.8251 loss_cls: 0.3108 loss_bbox: 0.6181 d0.loss_cls: 0.3672 d0.loss_bbox: 0.7090 d1.loss_cls: 0.3402 d1.loss_bbox: 0.6516 d2.loss_cls: 0.3273 d2.loss_bbox: 0.6285 d3.loss_cls: 0.3180 d3.loss_bbox: 0.6234 d4.loss_cls: 0.3126 d4.loss_bbox: 0.6185 2022/12/23 14:20:40 - mmengine - INFO - Epoch(train) [10][ 600/4689] lr: 1.3827e-04 eta: 1 day, 0:21:14 time: 1.2430 data_time: 0.0609 memory: 14432 grad_norm: 59.1365 loss: 6.0672 loss_cls: 0.3273 loss_bbox: 0.6432 d0.loss_cls: 0.3821 d0.loss_bbox: 0.7273 d1.loss_cls: 0.3545 d1.loss_bbox: 0.6804 d2.loss_cls: 0.3411 d2.loss_bbox: 0.6577 d3.loss_cls: 0.3336 d3.loss_bbox: 0.6487 d4.loss_cls: 0.3284 d4.loss_bbox: 0.6428 2022/12/23 14:21:42 - mmengine - INFO - Epoch(train) [10][ 650/4689] lr: 1.3827e-04 eta: 1 day, 0:20:11 time: 1.2549 data_time: 0.0639 memory: 14432 grad_norm: 55.8485 loss: 5.9551 loss_cls: 0.3234 loss_bbox: 0.6247 d0.loss_cls: 0.3788 d0.loss_bbox: 0.7206 d1.loss_cls: 0.3494 d1.loss_bbox: 0.6654 d2.loss_cls: 0.3376 d2.loss_bbox: 0.6411 d3.loss_cls: 0.3304 d3.loss_bbox: 0.6323 d4.loss_cls: 0.3239 d4.loss_bbox: 0.6277 2022/12/23 14:22:46 - mmengine - INFO - Epoch(train) [10][ 700/4689] lr: 1.3827e-04 eta: 1 day, 0:19:09 time: 1.2651 data_time: 0.0697 memory: 14432 grad_norm: 58.0943 loss: 6.0325 loss_cls: 0.3290 loss_bbox: 0.6334 d0.loss_cls: 0.3831 d0.loss_bbox: 0.7239 d1.loss_cls: 0.3604 d1.loss_bbox: 0.6665 d2.loss_cls: 0.3470 d2.loss_bbox: 0.6468 d3.loss_cls: 0.3389 d3.loss_bbox: 0.6389 d4.loss_cls: 0.3306 d4.loss_bbox: 0.6339 2022/12/23 14:23:48 - mmengine - INFO - Epoch(train) [10][ 750/4689] lr: 1.3827e-04 eta: 1 day, 0:18:05 time: 1.2509 data_time: 0.0636 memory: 14432 grad_norm: 52.1689 loss: 6.0028 loss_cls: 0.3344 loss_bbox: 0.6265 d0.loss_cls: 0.3873 d0.loss_bbox: 0.7147 d1.loss_cls: 0.3631 d1.loss_bbox: 0.6576 d2.loss_cls: 0.3473 d2.loss_bbox: 0.6385 d3.loss_cls: 0.3395 d3.loss_bbox: 0.6315 d4.loss_cls: 0.3355 d4.loss_bbox: 0.6268 2022/12/23 14:24:49 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 14:24:51 - mmengine - INFO - Epoch(train) [10][ 800/4689] lr: 1.3827e-04 eta: 1 day, 0:17:02 time: 1.2484 data_time: 0.0647 memory: 14432 grad_norm: 56.7213 loss: 5.9211 loss_cls: 0.3179 loss_bbox: 0.6264 d0.loss_cls: 0.3776 d0.loss_bbox: 0.7135 d1.loss_cls: 0.3476 d1.loss_bbox: 0.6629 d2.loss_cls: 0.3317 d2.loss_bbox: 0.6412 d3.loss_cls: 0.3230 d3.loss_bbox: 0.6330 d4.loss_cls: 0.3195 d4.loss_bbox: 0.6270 2022/12/23 14:25:55 - mmengine - INFO - Epoch(train) [10][ 850/4689] lr: 1.3827e-04 eta: 1 day, 0:16:01 time: 1.2850 data_time: 0.0708 memory: 14432 grad_norm: 57.2838 loss: 6.0817 loss_cls: 0.3231 loss_bbox: 0.6497 d0.loss_cls: 0.3821 d0.loss_bbox: 0.7308 d1.loss_cls: 0.3534 d1.loss_bbox: 0.6787 d2.loss_cls: 0.3383 d2.loss_bbox: 0.6639 d3.loss_cls: 0.3310 d3.loss_bbox: 0.6549 d4.loss_cls: 0.3246 d4.loss_bbox: 0.6512 2022/12/23 14:26:58 - mmengine - INFO - Epoch(train) [10][ 900/4689] lr: 1.3827e-04 eta: 1 day, 0:14:58 time: 1.2587 data_time: 0.0615 memory: 14432 grad_norm: 65.0159 loss: 6.0848 loss_cls: 0.3286 loss_bbox: 0.6422 d0.loss_cls: 0.3859 d0.loss_bbox: 0.7301 d1.loss_cls: 0.3561 d1.loss_bbox: 0.6794 d2.loss_cls: 0.3434 d2.loss_bbox: 0.6574 d3.loss_cls: 0.3353 d3.loss_bbox: 0.6514 d4.loss_cls: 0.3305 d4.loss_bbox: 0.6445 2022/12/23 14:28:01 - mmengine - INFO - Epoch(train) [10][ 950/4689] lr: 1.3827e-04 eta: 1 day, 0:13:56 time: 1.2632 data_time: 0.0683 memory: 14432 grad_norm: 63.6439 loss: 6.1120 loss_cls: 0.3317 loss_bbox: 0.6449 d0.loss_cls: 0.3920 d0.loss_bbox: 0.7303 d1.loss_cls: 0.3596 d1.loss_bbox: 0.6810 d2.loss_cls: 0.3464 d2.loss_bbox: 0.6595 d3.loss_cls: 0.3346 d3.loss_bbox: 0.6535 d4.loss_cls: 0.3323 d4.loss_bbox: 0.6462 2022/12/23 14:29:05 - mmengine - INFO - Epoch(train) [10][1000/4689] lr: 1.3827e-04 eta: 1 day, 0:12:55 time: 1.2743 data_time: 0.0574 memory: 14432 grad_norm: 58.0301 loss: 5.8367 loss_cls: 0.3166 loss_bbox: 0.6152 d0.loss_cls: 0.3749 d0.loss_bbox: 0.6974 d1.loss_cls: 0.3450 d1.loss_bbox: 0.6534 d2.loss_cls: 0.3302 d2.loss_bbox: 0.6294 d3.loss_cls: 0.3222 d3.loss_bbox: 0.6206 d4.loss_cls: 0.3162 d4.loss_bbox: 0.6156 2022/12/23 14:30:07 - mmengine - INFO - Epoch(train) [10][1050/4689] lr: 1.3827e-04 eta: 1 day, 0:11:51 time: 1.2463 data_time: 0.0629 memory: 14432 grad_norm: 61.4174 loss: 6.0150 loss_cls: 0.3340 loss_bbox: 0.6274 d0.loss_cls: 0.3882 d0.loss_bbox: 0.7080 d1.loss_cls: 0.3613 d1.loss_bbox: 0.6622 d2.loss_cls: 0.3485 d2.loss_bbox: 0.6429 d3.loss_cls: 0.3401 d3.loss_bbox: 0.6375 d4.loss_cls: 0.3340 d4.loss_bbox: 0.6308 2022/12/23 14:31:10 - mmengine - INFO - Epoch(train) [10][1100/4689] lr: 1.3827e-04 eta: 1 day, 0:10:48 time: 1.2559 data_time: 0.0600 memory: 14432 grad_norm: 65.7026 loss: 5.8827 loss_cls: 0.3105 loss_bbox: 0.6259 d0.loss_cls: 0.3709 d0.loss_bbox: 0.7137 d1.loss_cls: 0.3403 d1.loss_bbox: 0.6632 d2.loss_cls: 0.3280 d2.loss_bbox: 0.6402 d3.loss_cls: 0.3177 d3.loss_bbox: 0.6330 d4.loss_cls: 0.3132 d4.loss_bbox: 0.6261 2022/12/23 14:32:13 - mmengine - INFO - Epoch(train) [10][1150/4689] lr: 1.3827e-04 eta: 1 day, 0:09:46 time: 1.2744 data_time: 0.0661 memory: 14432 grad_norm: 55.4482 loss: 5.9815 loss_cls: 0.3288 loss_bbox: 0.6257 d0.loss_cls: 0.3820 d0.loss_bbox: 0.7190 d1.loss_cls: 0.3560 d1.loss_bbox: 0.6642 d2.loss_cls: 0.3405 d2.loss_bbox: 0.6418 d3.loss_cls: 0.3337 d3.loss_bbox: 0.6331 d4.loss_cls: 0.3301 d4.loss_bbox: 0.6268 2022/12/23 14:33:16 - mmengine - INFO - Epoch(train) [10][1200/4689] lr: 1.3827e-04 eta: 1 day, 0:08:43 time: 1.2560 data_time: 0.0659 memory: 14432 grad_norm: 56.9814 loss: 5.9094 loss_cls: 0.3210 loss_bbox: 0.6203 d0.loss_cls: 0.3804 d0.loss_bbox: 0.7098 d1.loss_cls: 0.3514 d1.loss_bbox: 0.6600 d2.loss_cls: 0.3348 d2.loss_bbox: 0.6363 d3.loss_cls: 0.3259 d3.loss_bbox: 0.6265 d4.loss_cls: 0.3227 d4.loss_bbox: 0.6202 2022/12/23 14:34:21 - mmengine - INFO - Epoch(train) [10][1250/4689] lr: 1.3827e-04 eta: 1 day, 0:07:43 time: 1.2871 data_time: 0.0735 memory: 14432 grad_norm: 58.1248 loss: 6.0266 loss_cls: 0.3216 loss_bbox: 0.6402 d0.loss_cls: 0.3848 d0.loss_bbox: 0.7300 d1.loss_cls: 0.3520 d1.loss_bbox: 0.6720 d2.loss_cls: 0.3370 d2.loss_bbox: 0.6527 d3.loss_cls: 0.3283 d3.loss_bbox: 0.6438 d4.loss_cls: 0.3245 d4.loss_bbox: 0.6397 2022/12/23 14:35:24 - mmengine - INFO - Epoch(train) [10][1300/4689] lr: 1.3827e-04 eta: 1 day, 0:06:41 time: 1.2675 data_time: 0.0657 memory: 14432 grad_norm: 53.9440 loss: 6.0066 loss_cls: 0.3223 loss_bbox: 0.6347 d0.loss_cls: 0.3812 d0.loss_bbox: 0.7272 d1.loss_cls: 0.3521 d1.loss_bbox: 0.6726 d2.loss_cls: 0.3389 d2.loss_bbox: 0.6482 d3.loss_cls: 0.3267 d3.loss_bbox: 0.6436 d4.loss_cls: 0.3241 d4.loss_bbox: 0.6349 2022/12/23 14:36:28 - mmengine - INFO - Epoch(train) [10][1350/4689] lr: 1.3827e-04 eta: 1 day, 0:05:40 time: 1.2841 data_time: 0.0674 memory: 14432 grad_norm: 57.4807 loss: 5.9077 loss_cls: 0.3120 loss_bbox: 0.6299 d0.loss_cls: 0.3658 d0.loss_bbox: 0.7237 d1.loss_cls: 0.3397 d1.loss_bbox: 0.6684 d2.loss_cls: 0.3269 d2.loss_bbox: 0.6433 d3.loss_cls: 0.3156 d3.loss_bbox: 0.6389 d4.loss_cls: 0.3123 d4.loss_bbox: 0.6312 2022/12/23 14:37:32 - mmengine - INFO - Epoch(train) [10][1400/4689] lr: 1.3827e-04 eta: 1 day, 0:04:38 time: 1.2710 data_time: 0.0678 memory: 14432 grad_norm: 58.2922 loss: 5.9710 loss_cls: 0.3253 loss_bbox: 0.6260 d0.loss_cls: 0.3800 d0.loss_bbox: 0.7194 d1.loss_cls: 0.3553 d1.loss_bbox: 0.6648 d2.loss_cls: 0.3396 d2.loss_bbox: 0.6422 d3.loss_cls: 0.3297 d3.loss_bbox: 0.6355 d4.loss_cls: 0.3268 d4.loss_bbox: 0.6264 2022/12/23 14:38:34 - mmengine - INFO - Epoch(train) [10][1450/4689] lr: 1.3827e-04 eta: 1 day, 0:03:35 time: 1.2486 data_time: 0.0638 memory: 14432 grad_norm: 59.2015 loss: 5.9028 loss_cls: 0.3323 loss_bbox: 0.6077 d0.loss_cls: 0.3926 d0.loss_bbox: 0.6977 d1.loss_cls: 0.3624 d1.loss_bbox: 0.6467 d2.loss_cls: 0.3478 d2.loss_bbox: 0.6210 d3.loss_cls: 0.3383 d3.loss_bbox: 0.6142 d4.loss_cls: 0.3336 d4.loss_bbox: 0.6085 2022/12/23 14:39:38 - mmengine - INFO - Epoch(train) [10][1500/4689] lr: 1.3827e-04 eta: 1 day, 0:02:33 time: 1.2729 data_time: 0.0693 memory: 14432 grad_norm: 56.8629 loss: 5.9416 loss_cls: 0.3249 loss_bbox: 0.6219 d0.loss_cls: 0.3850 d0.loss_bbox: 0.7079 d1.loss_cls: 0.3575 d1.loss_bbox: 0.6569 d2.loss_cls: 0.3428 d2.loss_bbox: 0.6341 d3.loss_cls: 0.3315 d3.loss_bbox: 0.6301 d4.loss_cls: 0.3285 d4.loss_bbox: 0.6205 2022/12/23 14:40:41 - mmengine - INFO - Epoch(train) [10][1550/4689] lr: 1.3827e-04 eta: 1 day, 0:01:31 time: 1.2678 data_time: 0.0697 memory: 14432 grad_norm: 58.4575 loss: 6.1218 loss_cls: 0.3333 loss_bbox: 0.6442 d0.loss_cls: 0.3908 d0.loss_bbox: 0.7291 d1.loss_cls: 0.3649 d1.loss_bbox: 0.6801 d2.loss_cls: 0.3472 d2.loss_bbox: 0.6586 d3.loss_cls: 0.3388 d3.loss_bbox: 0.6538 d4.loss_cls: 0.3366 d4.loss_bbox: 0.6445 2022/12/23 14:41:44 - mmengine - INFO - Epoch(train) [10][1600/4689] lr: 1.3827e-04 eta: 1 day, 0:00:28 time: 1.2569 data_time: 0.0643 memory: 14432 grad_norm: 73.6408 loss: 6.1261 loss_cls: 0.3293 loss_bbox: 0.6492 d0.loss_cls: 0.3936 d0.loss_bbox: 0.7285 d1.loss_cls: 0.3610 d1.loss_bbox: 0.6782 d2.loss_cls: 0.3471 d2.loss_bbox: 0.6641 d3.loss_cls: 0.3351 d3.loss_bbox: 0.6578 d4.loss_cls: 0.3314 d4.loss_bbox: 0.6508 2022/12/23 14:42:47 - mmengine - INFO - Epoch(train) [10][1650/4689] lr: 1.3827e-04 eta: 23:59:26 time: 1.2619 data_time: 0.0723 memory: 14432 grad_norm: 61.7562 loss: 5.9218 loss_cls: 0.3107 loss_bbox: 0.6317 d0.loss_cls: 0.3730 d0.loss_bbox: 0.7161 d1.loss_cls: 0.3405 d1.loss_bbox: 0.6699 d2.loss_cls: 0.3261 d2.loss_bbox: 0.6508 d3.loss_cls: 0.3166 d3.loss_bbox: 0.6405 d4.loss_cls: 0.3129 d4.loss_bbox: 0.6329 2022/12/23 14:43:51 - mmengine - INFO - Epoch(train) [10][1700/4689] lr: 1.3827e-04 eta: 23:58:24 time: 1.2786 data_time: 0.0656 memory: 14432 grad_norm: 59.1283 loss: 6.0674 loss_cls: 0.3355 loss_bbox: 0.6332 d0.loss_cls: 0.3946 d0.loss_bbox: 0.7172 d1.loss_cls: 0.3673 d1.loss_bbox: 0.6667 d2.loss_cls: 0.3511 d2.loss_bbox: 0.6465 d3.loss_cls: 0.3406 d3.loss_bbox: 0.6431 d4.loss_cls: 0.3361 d4.loss_bbox: 0.6356 2022/12/23 14:44:55 - mmengine - INFO - Epoch(train) [10][1750/4689] lr: 1.3827e-04 eta: 23:57:22 time: 1.2691 data_time: 0.0625 memory: 14432 grad_norm: 57.8771 loss: 6.0046 loss_cls: 0.3258 loss_bbox: 0.6349 d0.loss_cls: 0.3740 d0.loss_bbox: 0.7191 d1.loss_cls: 0.3499 d1.loss_bbox: 0.6727 d2.loss_cls: 0.3378 d2.loss_bbox: 0.6528 d3.loss_cls: 0.3301 d3.loss_bbox: 0.6440 d4.loss_cls: 0.3269 d4.loss_bbox: 0.6366 2022/12/23 14:45:56 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 14:45:57 - mmengine - INFO - Epoch(train) [10][1800/4689] lr: 1.3827e-04 eta: 23:56:19 time: 1.2505 data_time: 0.0661 memory: 14432 grad_norm: 62.0292 loss: 6.0159 loss_cls: 0.3267 loss_bbox: 0.6340 d0.loss_cls: 0.3827 d0.loss_bbox: 0.7188 d1.loss_cls: 0.3576 d1.loss_bbox: 0.6681 d2.loss_cls: 0.3457 d2.loss_bbox: 0.6443 d3.loss_cls: 0.3349 d3.loss_bbox: 0.6387 d4.loss_cls: 0.3277 d4.loss_bbox: 0.6366 2022/12/23 14:47:01 - mmengine - INFO - Epoch(train) [10][1850/4689] lr: 1.3827e-04 eta: 23:55:17 time: 1.2739 data_time: 0.0637 memory: 14432 grad_norm: 58.5368 loss: 6.1736 loss_cls: 0.3325 loss_bbox: 0.6533 d0.loss_cls: 0.3872 d0.loss_bbox: 0.7461 d1.loss_cls: 0.3581 d1.loss_bbox: 0.6945 d2.loss_cls: 0.3448 d2.loss_bbox: 0.6698 d3.loss_cls: 0.3366 d3.loss_bbox: 0.6627 d4.loss_cls: 0.3343 d4.loss_bbox: 0.6536 2022/12/23 14:48:03 - mmengine - INFO - Epoch(train) [10][1900/4689] lr: 1.3827e-04 eta: 23:54:14 time: 1.2510 data_time: 0.0647 memory: 14432 grad_norm: 62.5764 loss: 6.0071 loss_cls: 0.3200 loss_bbox: 0.6404 d0.loss_cls: 0.3824 d0.loss_bbox: 0.7162 d1.loss_cls: 0.3503 d1.loss_bbox: 0.6718 d2.loss_cls: 0.3374 d2.loss_bbox: 0.6528 d3.loss_cls: 0.3286 d3.loss_bbox: 0.6444 d4.loss_cls: 0.3216 d4.loss_bbox: 0.6414 2022/12/23 14:49:06 - mmengine - INFO - Epoch(train) [10][1950/4689] lr: 1.3827e-04 eta: 23:53:11 time: 1.2513 data_time: 0.0654 memory: 14432 grad_norm: 61.1246 loss: 6.0165 loss_cls: 0.3317 loss_bbox: 0.6267 d0.loss_cls: 0.3951 d0.loss_bbox: 0.7157 d1.loss_cls: 0.3667 d1.loss_bbox: 0.6621 d2.loss_cls: 0.3502 d2.loss_bbox: 0.6370 d3.loss_cls: 0.3409 d3.loss_bbox: 0.6301 d4.loss_cls: 0.3362 d4.loss_bbox: 0.6241 2022/12/23 14:50:09 - mmengine - INFO - Epoch(train) [10][2000/4689] lr: 1.3827e-04 eta: 23:52:08 time: 1.2649 data_time: 0.0670 memory: 14432 grad_norm: 58.7738 loss: 5.9006 loss_cls: 0.3164 loss_bbox: 0.6234 d0.loss_cls: 0.3802 d0.loss_bbox: 0.7018 d1.loss_cls: 0.3507 d1.loss_bbox: 0.6572 d2.loss_cls: 0.3352 d2.loss_bbox: 0.6375 d3.loss_cls: 0.3261 d3.loss_bbox: 0.6290 d4.loss_cls: 0.3207 d4.loss_bbox: 0.6225 2022/12/23 14:51:12 - mmengine - INFO - Epoch(train) [10][2050/4689] lr: 1.3827e-04 eta: 23:51:05 time: 1.2487 data_time: 0.0642 memory: 14432 grad_norm: 62.3052 loss: 5.9230 loss_cls: 0.3126 loss_bbox: 0.6280 d0.loss_cls: 0.3759 d0.loss_bbox: 0.7218 d1.loss_cls: 0.3437 d1.loss_bbox: 0.6675 d2.loss_cls: 0.3293 d2.loss_bbox: 0.6442 d3.loss_cls: 0.3189 d3.loss_bbox: 0.6365 d4.loss_cls: 0.3146 d4.loss_bbox: 0.6300 2022/12/23 14:52:14 - mmengine - INFO - Epoch(train) [10][2100/4689] lr: 1.3827e-04 eta: 23:50:02 time: 1.2549 data_time: 0.0567 memory: 14432 grad_norm: 59.6318 loss: 6.0062 loss_cls: 0.3275 loss_bbox: 0.6329 d0.loss_cls: 0.3847 d0.loss_bbox: 0.7189 d1.loss_cls: 0.3565 d1.loss_bbox: 0.6662 d2.loss_cls: 0.3430 d2.loss_bbox: 0.6422 d3.loss_cls: 0.3341 d3.loss_bbox: 0.6370 d4.loss_cls: 0.3305 d4.loss_bbox: 0.6325 2022/12/23 14:53:17 - mmengine - INFO - Epoch(train) [10][2150/4689] lr: 1.3827e-04 eta: 23:48:58 time: 1.2484 data_time: 0.0598 memory: 14432 grad_norm: 58.3778 loss: 5.9789 loss_cls: 0.3212 loss_bbox: 0.6359 d0.loss_cls: 0.3761 d0.loss_bbox: 0.7162 d1.loss_cls: 0.3493 d1.loss_bbox: 0.6688 d2.loss_cls: 0.3345 d2.loss_bbox: 0.6501 d3.loss_cls: 0.3268 d3.loss_bbox: 0.6423 d4.loss_cls: 0.3223 d4.loss_bbox: 0.6353 2022/12/23 14:54:19 - mmengine - INFO - Epoch(train) [10][2200/4689] lr: 1.3827e-04 eta: 23:47:55 time: 1.2496 data_time: 0.0642 memory: 14432 grad_norm: 65.7633 loss: 6.2242 loss_cls: 0.3330 loss_bbox: 0.6623 d0.loss_cls: 0.3962 d0.loss_bbox: 0.7454 d1.loss_cls: 0.3679 d1.loss_bbox: 0.6913 d2.loss_cls: 0.3525 d2.loss_bbox: 0.6712 d3.loss_cls: 0.3423 d3.loss_bbox: 0.6653 d4.loss_cls: 0.3364 d4.loss_bbox: 0.6604 2022/12/23 14:55:22 - mmengine - INFO - Epoch(train) [10][2250/4689] lr: 1.3827e-04 eta: 23:46:51 time: 1.2447 data_time: 0.0574 memory: 14432 grad_norm: 62.6287 loss: 5.8009 loss_cls: 0.3135 loss_bbox: 0.6099 d0.loss_cls: 0.3690 d0.loss_bbox: 0.7024 d1.loss_cls: 0.3411 d1.loss_bbox: 0.6480 d2.loss_cls: 0.3290 d2.loss_bbox: 0.6256 d3.loss_cls: 0.3202 d3.loss_bbox: 0.6168 d4.loss_cls: 0.3161 d4.loss_bbox: 0.6094 2022/12/23 14:56:25 - mmengine - INFO - Epoch(train) [10][2300/4689] lr: 1.3827e-04 eta: 23:45:48 time: 1.2582 data_time: 0.0573 memory: 14432 grad_norm: 59.7602 loss: 5.9453 loss_cls: 0.3195 loss_bbox: 0.6308 d0.loss_cls: 0.3685 d0.loss_bbox: 0.7188 d1.loss_cls: 0.3460 d1.loss_bbox: 0.6653 d2.loss_cls: 0.3311 d2.loss_bbox: 0.6489 d3.loss_cls: 0.3261 d3.loss_bbox: 0.6367 d4.loss_cls: 0.3229 d4.loss_bbox: 0.6305 2022/12/23 14:57:26 - mmengine - INFO - Epoch(train) [10][2350/4689] lr: 1.3827e-04 eta: 23:44:43 time: 1.2327 data_time: 0.0561 memory: 14432 grad_norm: 70.8477 loss: 6.2480 loss_cls: 0.3458 loss_bbox: 0.6532 d0.loss_cls: 0.4061 d0.loss_bbox: 0.7368 d1.loss_cls: 0.3781 d1.loss_bbox: 0.6857 d2.loss_cls: 0.3621 d2.loss_bbox: 0.6663 d3.loss_cls: 0.3512 d3.loss_bbox: 0.6616 d4.loss_cls: 0.3452 d4.loss_bbox: 0.6558 2022/12/23 14:58:29 - mmengine - INFO - Epoch(train) [10][2400/4689] lr: 1.3827e-04 eta: 23:43:40 time: 1.2483 data_time: 0.0594 memory: 14432 grad_norm: 65.7183 loss: 5.8996 loss_cls: 0.3171 loss_bbox: 0.6206 d0.loss_cls: 0.3841 d0.loss_bbox: 0.7074 d1.loss_cls: 0.3526 d1.loss_bbox: 0.6541 d2.loss_cls: 0.3353 d2.loss_bbox: 0.6351 d3.loss_cls: 0.3261 d3.loss_bbox: 0.6254 d4.loss_cls: 0.3188 d4.loss_bbox: 0.6230 2022/12/23 14:59:32 - mmengine - INFO - Epoch(train) [10][2450/4689] lr: 1.3827e-04 eta: 23:42:38 time: 1.2660 data_time: 0.0584 memory: 14432 grad_norm: 67.0860 loss: 5.8645 loss_cls: 0.3193 loss_bbox: 0.6167 d0.loss_cls: 0.3819 d0.loss_bbox: 0.6983 d1.loss_cls: 0.3528 d1.loss_bbox: 0.6489 d2.loss_cls: 0.3356 d2.loss_bbox: 0.6280 d3.loss_cls: 0.3241 d3.loss_bbox: 0.6221 d4.loss_cls: 0.3202 d4.loss_bbox: 0.6165 2022/12/23 15:00:34 - mmengine - INFO - Epoch(train) [10][2500/4689] lr: 1.3827e-04 eta: 23:41:34 time: 1.2507 data_time: 0.0601 memory: 14432 grad_norm: 59.5732 loss: 5.8963 loss_cls: 0.3119 loss_bbox: 0.6266 d0.loss_cls: 0.3690 d0.loss_bbox: 0.7096 d1.loss_cls: 0.3440 d1.loss_bbox: 0.6668 d2.loss_cls: 0.3279 d2.loss_bbox: 0.6439 d3.loss_cls: 0.3183 d3.loss_bbox: 0.6368 d4.loss_cls: 0.3131 d4.loss_bbox: 0.6285 2022/12/23 15:01:37 - mmengine - INFO - Epoch(train) [10][2550/4689] lr: 1.3827e-04 eta: 23:40:31 time: 1.2530 data_time: 0.0582 memory: 14432 grad_norm: 60.8102 loss: 6.0541 loss_cls: 0.3256 loss_bbox: 0.6407 d0.loss_cls: 0.3816 d0.loss_bbox: 0.7254 d1.loss_cls: 0.3569 d1.loss_bbox: 0.6755 d2.loss_cls: 0.3429 d2.loss_bbox: 0.6548 d3.loss_cls: 0.3340 d3.loss_bbox: 0.6474 d4.loss_cls: 0.3274 d4.loss_bbox: 0.6418 2022/12/23 15:02:40 - mmengine - INFO - Epoch(train) [10][2600/4689] lr: 1.3827e-04 eta: 23:39:27 time: 1.2490 data_time: 0.0559 memory: 14432 grad_norm: 60.2532 loss: 5.9963 loss_cls: 0.3181 loss_bbox: 0.6406 d0.loss_cls: 0.3779 d0.loss_bbox: 0.7209 d1.loss_cls: 0.3531 d1.loss_bbox: 0.6671 d2.loss_cls: 0.3357 d2.loss_bbox: 0.6513 d3.loss_cls: 0.3257 d3.loss_bbox: 0.6440 d4.loss_cls: 0.3208 d4.loss_bbox: 0.6411 2022/12/23 15:03:42 - mmengine - INFO - Epoch(train) [10][2650/4689] lr: 1.3827e-04 eta: 23:38:24 time: 1.2473 data_time: 0.0570 memory: 14432 grad_norm: 59.5018 loss: 5.9648 loss_cls: 0.3229 loss_bbox: 0.6266 d0.loss_cls: 0.3812 d0.loss_bbox: 0.7138 d1.loss_cls: 0.3549 d1.loss_bbox: 0.6656 d2.loss_cls: 0.3388 d2.loss_bbox: 0.6428 d3.loss_cls: 0.3272 d3.loss_bbox: 0.6374 d4.loss_cls: 0.3245 d4.loss_bbox: 0.6291 2022/12/23 15:04:44 - mmengine - INFO - Epoch(train) [10][2700/4689] lr: 1.3827e-04 eta: 23:37:20 time: 1.2442 data_time: 0.0570 memory: 14432 grad_norm: 58.5749 loss: 6.1258 loss_cls: 0.3350 loss_bbox: 0.6450 d0.loss_cls: 0.3905 d0.loss_bbox: 0.7239 d1.loss_cls: 0.3621 d1.loss_bbox: 0.6835 d2.loss_cls: 0.3491 d2.loss_bbox: 0.6598 d3.loss_cls: 0.3402 d3.loss_bbox: 0.6537 d4.loss_cls: 0.3363 d4.loss_bbox: 0.6468 2022/12/23 15:05:47 - mmengine - INFO - Epoch(train) [10][2750/4689] lr: 1.3827e-04 eta: 23:36:17 time: 1.2532 data_time: 0.0552 memory: 14432 grad_norm: 64.1385 loss: 6.1434 loss_cls: 0.3465 loss_bbox: 0.6358 d0.loss_cls: 0.4024 d0.loss_bbox: 0.7241 d1.loss_cls: 0.3762 d1.loss_bbox: 0.6712 d2.loss_cls: 0.3651 d2.loss_bbox: 0.6450 d3.loss_cls: 0.3537 d3.loss_bbox: 0.6401 d4.loss_cls: 0.3491 d4.loss_bbox: 0.6342 2022/12/23 15:06:49 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 15:06:50 - mmengine - INFO - Epoch(train) [10][2800/4689] lr: 1.3827e-04 eta: 23:35:14 time: 1.2618 data_time: 0.0617 memory: 14432 grad_norm: 68.8621 loss: 6.1299 loss_cls: 0.3315 loss_bbox: 0.6443 d0.loss_cls: 0.3862 d0.loss_bbox: 0.7403 d1.loss_cls: 0.3625 d1.loss_bbox: 0.6858 d2.loss_cls: 0.3477 d2.loss_bbox: 0.6627 d3.loss_cls: 0.3356 d3.loss_bbox: 0.6558 d4.loss_cls: 0.3316 d4.loss_bbox: 0.6460 2022/12/23 15:07:52 - mmengine - INFO - Epoch(train) [10][2850/4689] lr: 1.3827e-04 eta: 23:34:10 time: 1.2427 data_time: 0.0616 memory: 14432 grad_norm: 56.6954 loss: 5.8587 loss_cls: 0.3127 loss_bbox: 0.6229 d0.loss_cls: 0.3734 d0.loss_bbox: 0.7056 d1.loss_cls: 0.3464 d1.loss_bbox: 0.6512 d2.loss_cls: 0.3305 d2.loss_bbox: 0.6316 d3.loss_cls: 0.3197 d3.loss_bbox: 0.6266 d4.loss_cls: 0.3136 d4.loss_bbox: 0.6245 2022/12/23 15:08:54 - mmengine - INFO - Epoch(train) [10][2900/4689] lr: 1.3827e-04 eta: 23:33:07 time: 1.2475 data_time: 0.0604 memory: 14432 grad_norm: 54.5764 loss: 6.0744 loss_cls: 0.3326 loss_bbox: 0.6394 d0.loss_cls: 0.3882 d0.loss_bbox: 0.7206 d1.loss_cls: 0.3605 d1.loss_bbox: 0.6723 d2.loss_cls: 0.3469 d2.loss_bbox: 0.6534 d3.loss_cls: 0.3359 d3.loss_bbox: 0.6496 d4.loss_cls: 0.3334 d4.loss_bbox: 0.6417 2022/12/23 15:09:57 - mmengine - INFO - Epoch(train) [10][2950/4689] lr: 1.3827e-04 eta: 23:32:03 time: 1.2446 data_time: 0.0610 memory: 14432 grad_norm: 62.4535 loss: 5.9750 loss_cls: 0.3290 loss_bbox: 0.6250 d0.loss_cls: 0.3893 d0.loss_bbox: 0.7094 d1.loss_cls: 0.3612 d1.loss_bbox: 0.6582 d2.loss_cls: 0.3427 d2.loss_bbox: 0.6383 d3.loss_cls: 0.3335 d3.loss_bbox: 0.6325 d4.loss_cls: 0.3301 d4.loss_bbox: 0.6260 2022/12/23 15:11:00 - mmengine - INFO - Epoch(train) [10][3000/4689] lr: 1.3827e-04 eta: 23:31:00 time: 1.2625 data_time: 0.0612 memory: 14432 grad_norm: 68.6748 loss: 6.0798 loss_cls: 0.3337 loss_bbox: 0.6354 d0.loss_cls: 0.3882 d0.loss_bbox: 0.7238 d1.loss_cls: 0.3633 d1.loss_bbox: 0.6756 d2.loss_cls: 0.3467 d2.loss_bbox: 0.6570 d3.loss_cls: 0.3362 d3.loss_bbox: 0.6481 d4.loss_cls: 0.3335 d4.loss_bbox: 0.6383 2022/12/23 15:12:03 - mmengine - INFO - Epoch(train) [10][3050/4689] lr: 1.3827e-04 eta: 23:29:58 time: 1.2640 data_time: 0.0610 memory: 14432 grad_norm: 61.7871 loss: 6.0062 loss_cls: 0.3252 loss_bbox: 0.6302 d0.loss_cls: 0.3818 d0.loss_bbox: 0.7284 d1.loss_cls: 0.3532 d1.loss_bbox: 0.6692 d2.loss_cls: 0.3397 d2.loss_bbox: 0.6486 d3.loss_cls: 0.3296 d3.loss_bbox: 0.6412 d4.loss_cls: 0.3263 d4.loss_bbox: 0.6328 2022/12/23 15:13:06 - mmengine - INFO - Epoch(train) [10][3100/4689] lr: 1.3827e-04 eta: 23:28:55 time: 1.2536 data_time: 0.0655 memory: 14432 grad_norm: 58.5037 loss: 6.1563 loss_cls: 0.3473 loss_bbox: 0.6396 d0.loss_cls: 0.3969 d0.loss_bbox: 0.7235 d1.loss_cls: 0.3707 d1.loss_bbox: 0.6758 d2.loss_cls: 0.3626 d2.loss_bbox: 0.6548 d3.loss_cls: 0.3522 d3.loss_bbox: 0.6455 d4.loss_cls: 0.3473 d4.loss_bbox: 0.6402 2022/12/23 15:14:08 - mmengine - INFO - Epoch(train) [10][3150/4689] lr: 1.3827e-04 eta: 23:27:51 time: 1.2433 data_time: 0.0673 memory: 14432 grad_norm: 65.1116 loss: 6.0446 loss_cls: 0.3337 loss_bbox: 0.6306 d0.loss_cls: 0.3882 d0.loss_bbox: 0.7248 d1.loss_cls: 0.3611 d1.loss_bbox: 0.6685 d2.loss_cls: 0.3504 d2.loss_bbox: 0.6432 d3.loss_cls: 0.3397 d3.loss_bbox: 0.6391 d4.loss_cls: 0.3345 d4.loss_bbox: 0.6307 2022/12/23 15:15:11 - mmengine - INFO - Epoch(train) [10][3200/4689] lr: 1.3827e-04 eta: 23:26:48 time: 1.2613 data_time: 0.0634 memory: 14432 grad_norm: 60.8586 loss: 5.8755 loss_cls: 0.3151 loss_bbox: 0.6216 d0.loss_cls: 0.3754 d0.loss_bbox: 0.7086 d1.loss_cls: 0.3480 d1.loss_bbox: 0.6528 d2.loss_cls: 0.3346 d2.loss_bbox: 0.6326 d3.loss_cls: 0.3220 d3.loss_bbox: 0.6261 d4.loss_cls: 0.3181 d4.loss_bbox: 0.6206 2022/12/23 15:16:14 - mmengine - INFO - Epoch(train) [10][3250/4689] lr: 1.3827e-04 eta: 23:25:45 time: 1.2501 data_time: 0.0640 memory: 14432 grad_norm: 64.5859 loss: 5.9467 loss_cls: 0.3220 loss_bbox: 0.6224 d0.loss_cls: 0.3845 d0.loss_bbox: 0.7177 d1.loss_cls: 0.3536 d1.loss_bbox: 0.6615 d2.loss_cls: 0.3388 d2.loss_bbox: 0.6395 d3.loss_cls: 0.3287 d3.loss_bbox: 0.6307 d4.loss_cls: 0.3243 d4.loss_bbox: 0.6231 2022/12/23 15:17:17 - mmengine - INFO - Epoch(train) [10][3300/4689] lr: 1.3827e-04 eta: 23:24:44 time: 1.2782 data_time: 0.0700 memory: 14432 grad_norm: 72.4540 loss: 6.0912 loss_cls: 0.3322 loss_bbox: 0.6433 d0.loss_cls: 0.3879 d0.loss_bbox: 0.7239 d1.loss_cls: 0.3622 d1.loss_bbox: 0.6754 d2.loss_cls: 0.3483 d2.loss_bbox: 0.6558 d3.loss_cls: 0.3378 d3.loss_bbox: 0.6471 d4.loss_cls: 0.3344 d4.loss_bbox: 0.6429 2022/12/23 15:18:20 - mmengine - INFO - Epoch(train) [10][3350/4689] lr: 1.3827e-04 eta: 23:23:41 time: 1.2549 data_time: 0.0627 memory: 14432 grad_norm: 63.2875 loss: 6.1375 loss_cls: 0.3430 loss_bbox: 0.6400 d0.loss_cls: 0.3984 d0.loss_bbox: 0.7219 d1.loss_cls: 0.3725 d1.loss_bbox: 0.6715 d2.loss_cls: 0.3562 d2.loss_bbox: 0.6537 d3.loss_cls: 0.3475 d3.loss_bbox: 0.6485 d4.loss_cls: 0.3434 d4.loss_bbox: 0.6407 2022/12/23 15:19:23 - mmengine - INFO - Epoch(train) [10][3400/4689] lr: 1.3827e-04 eta: 23:22:38 time: 1.2551 data_time: 0.0580 memory: 14432 grad_norm: 62.5855 loss: 6.0604 loss_cls: 0.3281 loss_bbox: 0.6407 d0.loss_cls: 0.3904 d0.loss_bbox: 0.7207 d1.loss_cls: 0.3640 d1.loss_bbox: 0.6684 d2.loss_cls: 0.3476 d2.loss_bbox: 0.6490 d3.loss_cls: 0.3365 d3.loss_bbox: 0.6443 d4.loss_cls: 0.3318 d4.loss_bbox: 0.6389 2022/12/23 15:20:27 - mmengine - INFO - Epoch(train) [10][3450/4689] lr: 1.3827e-04 eta: 23:21:36 time: 1.2759 data_time: 0.0672 memory: 14432 grad_norm: 57.0639 loss: 5.9497 loss_cls: 0.3224 loss_bbox: 0.6270 d0.loss_cls: 0.3788 d0.loss_bbox: 0.7173 d1.loss_cls: 0.3507 d1.loss_bbox: 0.6620 d2.loss_cls: 0.3378 d2.loss_bbox: 0.6393 d3.loss_cls: 0.3287 d3.loss_bbox: 0.6339 d4.loss_cls: 0.3227 d4.loss_bbox: 0.6291 2022/12/23 15:21:31 - mmengine - INFO - Epoch(train) [10][3500/4689] lr: 1.3827e-04 eta: 23:20:35 time: 1.2823 data_time: 0.0784 memory: 14432 grad_norm: 57.7976 loss: 6.0848 loss_cls: 0.3364 loss_bbox: 0.6348 d0.loss_cls: 0.3936 d0.loss_bbox: 0.7175 d1.loss_cls: 0.3644 d1.loss_bbox: 0.6735 d2.loss_cls: 0.3498 d2.loss_bbox: 0.6525 d3.loss_cls: 0.3419 d3.loss_bbox: 0.6456 d4.loss_cls: 0.3382 d4.loss_bbox: 0.6367 2022/12/23 15:22:34 - mmengine - INFO - Epoch(train) [10][3550/4689] lr: 1.3827e-04 eta: 23:19:32 time: 1.2609 data_time: 0.0631 memory: 14432 grad_norm: 53.2417 loss: 5.8848 loss_cls: 0.3164 loss_bbox: 0.6223 d0.loss_cls: 0.3672 d0.loss_bbox: 0.7107 d1.loss_cls: 0.3434 d1.loss_bbox: 0.6608 d2.loss_cls: 0.3305 d2.loss_bbox: 0.6387 d3.loss_cls: 0.3211 d3.loss_bbox: 0.6309 d4.loss_cls: 0.3171 d4.loss_bbox: 0.6258 2022/12/23 15:23:38 - mmengine - INFO - Epoch(train) [10][3600/4689] lr: 1.3827e-04 eta: 23:18:31 time: 1.2761 data_time: 0.0662 memory: 14432 grad_norm: 57.4685 loss: 5.8358 loss_cls: 0.3108 loss_bbox: 0.6187 d0.loss_cls: 0.3741 d0.loss_bbox: 0.6997 d1.loss_cls: 0.3451 d1.loss_bbox: 0.6519 d2.loss_cls: 0.3287 d2.loss_bbox: 0.6314 d3.loss_cls: 0.3172 d3.loss_bbox: 0.6262 d4.loss_cls: 0.3126 d4.loss_bbox: 0.6194 2022/12/23 15:24:41 - mmengine - INFO - Epoch(train) [10][3650/4689] lr: 1.3827e-04 eta: 23:17:29 time: 1.2685 data_time: 0.0649 memory: 14432 grad_norm: 61.4588 loss: 6.0104 loss_cls: 0.3238 loss_bbox: 0.6363 d0.loss_cls: 0.3814 d0.loss_bbox: 0.7219 d1.loss_cls: 0.3549 d1.loss_bbox: 0.6678 d2.loss_cls: 0.3420 d2.loss_bbox: 0.6472 d3.loss_cls: 0.3327 d3.loss_bbox: 0.6397 d4.loss_cls: 0.3276 d4.loss_bbox: 0.6352 2022/12/23 15:25:44 - mmengine - INFO - Epoch(train) [10][3700/4689] lr: 1.3827e-04 eta: 23:16:26 time: 1.2536 data_time: 0.0634 memory: 14432 grad_norm: 65.9070 loss: 5.9865 loss_cls: 0.3319 loss_bbox: 0.6260 d0.loss_cls: 0.3878 d0.loss_bbox: 0.7112 d1.loss_cls: 0.3644 d1.loss_bbox: 0.6549 d2.loss_cls: 0.3472 d2.loss_bbox: 0.6366 d3.loss_cls: 0.3377 d3.loss_bbox: 0.6306 d4.loss_cls: 0.3317 d4.loss_bbox: 0.6264 2022/12/23 15:26:47 - mmengine - INFO - Epoch(train) [10][3750/4689] lr: 1.3827e-04 eta: 23:15:23 time: 1.2551 data_time: 0.0641 memory: 14432 grad_norm: 57.7046 loss: 6.0467 loss_cls: 0.3288 loss_bbox: 0.6394 d0.loss_cls: 0.3862 d0.loss_bbox: 0.7164 d1.loss_cls: 0.3616 d1.loss_bbox: 0.6718 d2.loss_cls: 0.3438 d2.loss_bbox: 0.6525 d3.loss_cls: 0.3337 d3.loss_bbox: 0.6441 d4.loss_cls: 0.3293 d4.loss_bbox: 0.6392 2022/12/23 15:27:48 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 15:27:49 - mmengine - INFO - Epoch(train) [10][3800/4689] lr: 1.3827e-04 eta: 23:14:20 time: 1.2548 data_time: 0.0634 memory: 14432 grad_norm: 61.6992 loss: 6.0667 loss_cls: 0.3318 loss_bbox: 0.6362 d0.loss_cls: 0.3915 d0.loss_bbox: 0.7181 d1.loss_cls: 0.3680 d1.loss_bbox: 0.6653 d2.loss_cls: 0.3525 d2.loss_bbox: 0.6479 d3.loss_cls: 0.3408 d3.loss_bbox: 0.6430 d4.loss_cls: 0.3343 d4.loss_bbox: 0.6375 2022/12/23 15:28:53 - mmengine - INFO - Epoch(train) [10][3850/4689] lr: 1.3827e-04 eta: 23:13:18 time: 1.2761 data_time: 0.0682 memory: 14432 grad_norm: 57.4694 loss: 5.7060 loss_cls: 0.3001 loss_bbox: 0.6100 d0.loss_cls: 0.3578 d0.loss_bbox: 0.6925 d1.loss_cls: 0.3319 d1.loss_bbox: 0.6416 d2.loss_cls: 0.3173 d2.loss_bbox: 0.6195 d3.loss_cls: 0.3060 d3.loss_bbox: 0.6161 d4.loss_cls: 0.3009 d4.loss_bbox: 0.6122 2022/12/23 15:29:57 - mmengine - INFO - Epoch(train) [10][3900/4689] lr: 1.3827e-04 eta: 23:12:17 time: 1.2797 data_time: 0.0771 memory: 14432 grad_norm: 60.2684 loss: 5.9431 loss_cls: 0.3297 loss_bbox: 0.6191 d0.loss_cls: 0.3799 d0.loss_bbox: 0.7091 d1.loss_cls: 0.3558 d1.loss_bbox: 0.6589 d2.loss_cls: 0.3435 d2.loss_bbox: 0.6346 d3.loss_cls: 0.3358 d3.loss_bbox: 0.6258 d4.loss_cls: 0.3320 d4.loss_bbox: 0.6190 2022/12/23 15:31:00 - mmengine - INFO - Epoch(train) [10][3950/4689] lr: 1.3827e-04 eta: 23:11:13 time: 1.2462 data_time: 0.0637 memory: 14432 grad_norm: 63.8862 loss: 6.1152 loss_cls: 0.3341 loss_bbox: 0.6424 d0.loss_cls: 0.3882 d0.loss_bbox: 0.7313 d1.loss_cls: 0.3619 d1.loss_bbox: 0.6807 d2.loss_cls: 0.3479 d2.loss_bbox: 0.6580 d3.loss_cls: 0.3392 d3.loss_bbox: 0.6515 d4.loss_cls: 0.3361 d4.loss_bbox: 0.6438 2022/12/23 15:32:03 - mmengine - INFO - Epoch(train) [10][4000/4689] lr: 1.3827e-04 eta: 23:10:11 time: 1.2665 data_time: 0.0665 memory: 14432 grad_norm: 55.7100 loss: 6.0979 loss_cls: 0.3227 loss_bbox: 0.6527 d0.loss_cls: 0.3809 d0.loss_bbox: 0.7325 d1.loss_cls: 0.3549 d1.loss_bbox: 0.6827 d2.loss_cls: 0.3416 d2.loss_bbox: 0.6645 d3.loss_cls: 0.3309 d3.loss_bbox: 0.6569 d4.loss_cls: 0.3255 d4.loss_bbox: 0.6521 2022/12/23 15:33:05 - mmengine - INFO - Epoch(train) [10][4050/4689] lr: 1.3827e-04 eta: 23:09:07 time: 1.2482 data_time: 0.0653 memory: 14432 grad_norm: 68.0085 loss: 6.0400 loss_cls: 0.3233 loss_bbox: 0.6404 d0.loss_cls: 0.3817 d0.loss_bbox: 0.7230 d1.loss_cls: 0.3586 d1.loss_bbox: 0.6716 d2.loss_cls: 0.3417 d2.loss_bbox: 0.6538 d3.loss_cls: 0.3310 d3.loss_bbox: 0.6474 d4.loss_cls: 0.3261 d4.loss_bbox: 0.6414 2022/12/23 15:34:08 - mmengine - INFO - Epoch(train) [10][4100/4689] lr: 1.3827e-04 eta: 23:08:05 time: 1.2614 data_time: 0.0659 memory: 14432 grad_norm: 57.4710 loss: 5.7844 loss_cls: 0.3007 loss_bbox: 0.6206 d0.loss_cls: 0.3672 d0.loss_bbox: 0.6964 d1.loss_cls: 0.3349 d1.loss_bbox: 0.6529 d2.loss_cls: 0.3199 d2.loss_bbox: 0.6304 d3.loss_cls: 0.3081 d3.loss_bbox: 0.6286 d4.loss_cls: 0.3027 d4.loss_bbox: 0.6220 2022/12/23 15:35:12 - mmengine - INFO - Epoch(train) [10][4150/4689] lr: 1.3827e-04 eta: 23:07:03 time: 1.2657 data_time: 0.0715 memory: 14432 grad_norm: 65.2218 loss: 5.9960 loss_cls: 0.3212 loss_bbox: 0.6374 d0.loss_cls: 0.3759 d0.loss_bbox: 0.7221 d1.loss_cls: 0.3501 d1.loss_bbox: 0.6706 d2.loss_cls: 0.3370 d2.loss_bbox: 0.6498 d3.loss_cls: 0.3275 d3.loss_bbox: 0.6433 d4.loss_cls: 0.3223 d4.loss_bbox: 0.6387 2022/12/23 15:36:14 - mmengine - INFO - Epoch(train) [10][4200/4689] lr: 1.3827e-04 eta: 23:06:00 time: 1.2546 data_time: 0.0637 memory: 14432 grad_norm: 63.9453 loss: 5.9921 loss_cls: 0.3245 loss_bbox: 0.6326 d0.loss_cls: 0.3834 d0.loss_bbox: 0.7139 d1.loss_cls: 0.3556 d1.loss_bbox: 0.6667 d2.loss_cls: 0.3396 d2.loss_bbox: 0.6456 d3.loss_cls: 0.3310 d3.loss_bbox: 0.6390 d4.loss_cls: 0.3260 d4.loss_bbox: 0.6342 2022/12/23 15:37:17 - mmengine - INFO - Epoch(train) [10][4250/4689] lr: 1.3827e-04 eta: 23:04:56 time: 1.2547 data_time: 0.0639 memory: 14432 grad_norm: 62.5135 loss: 5.9298 loss_cls: 0.3196 loss_bbox: 0.6256 d0.loss_cls: 0.3795 d0.loss_bbox: 0.7145 d1.loss_cls: 0.3491 d1.loss_bbox: 0.6609 d2.loss_cls: 0.3359 d2.loss_bbox: 0.6390 d3.loss_cls: 0.3266 d3.loss_bbox: 0.6309 d4.loss_cls: 0.3205 d4.loss_bbox: 0.6276 2022/12/23 15:38:20 - mmengine - INFO - Epoch(train) [10][4300/4689] lr: 1.3827e-04 eta: 23:03:53 time: 1.2562 data_time: 0.0585 memory: 14432 grad_norm: 58.0681 loss: 6.0608 loss_cls: 0.3280 loss_bbox: 0.6372 d0.loss_cls: 0.3884 d0.loss_bbox: 0.7259 d1.loss_cls: 0.3604 d1.loss_bbox: 0.6749 d2.loss_cls: 0.3449 d2.loss_bbox: 0.6539 d3.loss_cls: 0.3334 d3.loss_bbox: 0.6458 d4.loss_cls: 0.3289 d4.loss_bbox: 0.6392 2022/12/23 15:39:22 - mmengine - INFO - Epoch(train) [10][4350/4689] lr: 1.3827e-04 eta: 23:02:50 time: 1.2427 data_time: 0.0602 memory: 14432 grad_norm: 58.7584 loss: 6.2055 loss_cls: 0.3385 loss_bbox: 0.6528 d0.loss_cls: 0.4001 d0.loss_bbox: 0.7381 d1.loss_cls: 0.3681 d1.loss_bbox: 0.6897 d2.loss_cls: 0.3554 d2.loss_bbox: 0.6653 d3.loss_cls: 0.3437 d3.loss_bbox: 0.6608 d4.loss_cls: 0.3377 d4.loss_bbox: 0.6554 2022/12/23 15:40:24 - mmengine - INFO - Epoch(train) [10][4400/4689] lr: 1.3827e-04 eta: 23:01:46 time: 1.2435 data_time: 0.0635 memory: 14432 grad_norm: 60.6894 loss: 5.9141 loss_cls: 0.3168 loss_bbox: 0.6250 d0.loss_cls: 0.3840 d0.loss_bbox: 0.7076 d1.loss_cls: 0.3541 d1.loss_bbox: 0.6548 d2.loss_cls: 0.3364 d2.loss_bbox: 0.6356 d3.loss_cls: 0.3253 d3.loss_bbox: 0.6302 d4.loss_cls: 0.3175 d4.loss_bbox: 0.6268 2022/12/23 15:41:27 - mmengine - INFO - Epoch(train) [10][4450/4689] lr: 1.3827e-04 eta: 23:00:42 time: 1.2461 data_time: 0.0631 memory: 14432 grad_norm: 63.4367 loss: 5.9421 loss_cls: 0.3299 loss_bbox: 0.6172 d0.loss_cls: 0.3859 d0.loss_bbox: 0.7071 d1.loss_cls: 0.3571 d1.loss_bbox: 0.6575 d2.loss_cls: 0.3425 d2.loss_bbox: 0.6340 d3.loss_cls: 0.3341 d3.loss_bbox: 0.6261 d4.loss_cls: 0.3306 d4.loss_bbox: 0.6201 2022/12/23 15:42:30 - mmengine - INFO - Epoch(train) [10][4500/4689] lr: 1.3827e-04 eta: 22:59:40 time: 1.2624 data_time: 0.0702 memory: 14432 grad_norm: 61.4677 loss: 5.9244 loss_cls: 0.3099 loss_bbox: 0.6336 d0.loss_cls: 0.3771 d0.loss_bbox: 0.7170 d1.loss_cls: 0.3458 d1.loss_bbox: 0.6639 d2.loss_cls: 0.3294 d2.loss_bbox: 0.6460 d3.loss_cls: 0.3169 d3.loss_bbox: 0.6386 d4.loss_cls: 0.3129 d4.loss_bbox: 0.6335 2022/12/23 15:43:33 - mmengine - INFO - Epoch(train) [10][4550/4689] lr: 1.3827e-04 eta: 22:58:38 time: 1.2703 data_time: 0.0657 memory: 14432 grad_norm: 56.5702 loss: 5.8969 loss_cls: 0.3182 loss_bbox: 0.6226 d0.loss_cls: 0.3741 d0.loss_bbox: 0.7104 d1.loss_cls: 0.3495 d1.loss_bbox: 0.6579 d2.loss_cls: 0.3323 d2.loss_bbox: 0.6387 d3.loss_cls: 0.3245 d3.loss_bbox: 0.6276 d4.loss_cls: 0.3191 d4.loss_bbox: 0.6220 2022/12/23 15:44:37 - mmengine - INFO - Epoch(train) [10][4600/4689] lr: 1.3827e-04 eta: 22:57:35 time: 1.2683 data_time: 0.0683 memory: 14432 grad_norm: 56.8183 loss: 5.9413 loss_cls: 0.3271 loss_bbox: 0.6185 d0.loss_cls: 0.3814 d0.loss_bbox: 0.7118 d1.loss_cls: 0.3567 d1.loss_bbox: 0.6594 d2.loss_cls: 0.3444 d2.loss_bbox: 0.6346 d3.loss_cls: 0.3337 d3.loss_bbox: 0.6264 d4.loss_cls: 0.3274 d4.loss_bbox: 0.6199 2022/12/23 15:45:39 - mmengine - INFO - Epoch(train) [10][4650/4689] lr: 1.3827e-04 eta: 22:56:32 time: 1.2503 data_time: 0.0585 memory: 14432 grad_norm: 64.0547 loss: 5.8068 loss_cls: 0.3089 loss_bbox: 0.6142 d0.loss_cls: 0.3665 d0.loss_bbox: 0.7072 d1.loss_cls: 0.3392 d1.loss_bbox: 0.6533 d2.loss_cls: 0.3252 d2.loss_bbox: 0.6302 d3.loss_cls: 0.3135 d3.loss_bbox: 0.6223 d4.loss_cls: 0.3106 d4.loss_bbox: 0.6157 2022/12/23 15:46:27 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 15:47:34 - mmengine - INFO - Epoch(train) [11][ 50/4689] lr: 1.2588e-04 eta: 22:54:44 time: 1.3278 data_time: 0.1139 memory: 14432 grad_norm: 66.6824 loss: 5.8549 loss_cls: 0.3067 loss_bbox: 0.6266 d0.loss_cls: 0.3681 d0.loss_bbox: 0.7106 d1.loss_cls: 0.3386 d1.loss_bbox: 0.6583 d2.loss_cls: 0.3236 d2.loss_bbox: 0.6395 d3.loss_cls: 0.3145 d3.loss_bbox: 0.6321 d4.loss_cls: 0.3101 d4.loss_bbox: 0.6260 2022/12/23 15:48:37 - mmengine - INFO - Epoch(train) [11][ 100/4689] lr: 1.2588e-04 eta: 22:53:41 time: 1.2626 data_time: 0.0784 memory: 14432 grad_norm: 59.6817 loss: 5.7558 loss_cls: 0.3120 loss_bbox: 0.6034 d0.loss_cls: 0.3723 d0.loss_bbox: 0.6923 d1.loss_cls: 0.3436 d1.loss_bbox: 0.6402 d2.loss_cls: 0.3283 d2.loss_bbox: 0.6176 d3.loss_cls: 0.3169 d3.loss_bbox: 0.6111 d4.loss_cls: 0.3124 d4.loss_bbox: 0.6057 2022/12/23 15:48:49 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 15:49:39 - mmengine - INFO - Epoch(train) [11][ 150/4689] lr: 1.2588e-04 eta: 22:52:37 time: 1.2406 data_time: 0.0645 memory: 14432 grad_norm: 61.5556 loss: 6.0002 loss_cls: 0.3263 loss_bbox: 0.6322 d0.loss_cls: 0.3892 d0.loss_bbox: 0.7123 d1.loss_cls: 0.3557 d1.loss_bbox: 0.6673 d2.loss_cls: 0.3400 d2.loss_bbox: 0.6466 d3.loss_cls: 0.3311 d3.loss_bbox: 0.6392 d4.loss_cls: 0.3279 d4.loss_bbox: 0.6322 2022/12/23 15:50:42 - mmengine - INFO - Epoch(train) [11][ 200/4689] lr: 1.2588e-04 eta: 22:51:34 time: 1.2599 data_time: 0.0667 memory: 14432 grad_norm: 57.3175 loss: 5.8830 loss_cls: 0.3210 loss_bbox: 0.6130 d0.loss_cls: 0.3761 d0.loss_bbox: 0.7107 d1.loss_cls: 0.3483 d1.loss_bbox: 0.6578 d2.loss_cls: 0.3369 d2.loss_bbox: 0.6317 d3.loss_cls: 0.3270 d3.loss_bbox: 0.6224 d4.loss_cls: 0.3228 d4.loss_bbox: 0.6153 2022/12/23 15:51:45 - mmengine - INFO - Epoch(train) [11][ 250/4689] lr: 1.2588e-04 eta: 22:50:32 time: 1.2706 data_time: 0.0657 memory: 14432 grad_norm: 57.8970 loss: 5.8383 loss_cls: 0.3145 loss_bbox: 0.6147 d0.loss_cls: 0.3747 d0.loss_bbox: 0.7027 d1.loss_cls: 0.3465 d1.loss_bbox: 0.6494 d2.loss_cls: 0.3310 d2.loss_bbox: 0.6312 d3.loss_cls: 0.3220 d3.loss_bbox: 0.6207 d4.loss_cls: 0.3155 d4.loss_bbox: 0.6152 2022/12/23 15:52:49 - mmengine - INFO - Epoch(train) [11][ 300/4689] lr: 1.2588e-04 eta: 22:49:31 time: 1.2752 data_time: 0.0675 memory: 14432 grad_norm: 61.4561 loss: 5.8158 loss_cls: 0.3073 loss_bbox: 0.6194 d0.loss_cls: 0.3656 d0.loss_bbox: 0.7051 d1.loss_cls: 0.3386 d1.loss_bbox: 0.6517 d2.loss_cls: 0.3257 d2.loss_bbox: 0.6312 d3.loss_cls: 0.3171 d3.loss_bbox: 0.6236 d4.loss_cls: 0.3115 d4.loss_bbox: 0.6190 2022/12/23 15:53:53 - mmengine - INFO - Epoch(train) [11][ 350/4689] lr: 1.2588e-04 eta: 22:48:29 time: 1.2729 data_time: 0.0641 memory: 14432 grad_norm: 68.9702 loss: 5.8708 loss_cls: 0.3165 loss_bbox: 0.6220 d0.loss_cls: 0.3717 d0.loss_bbox: 0.7028 d1.loss_cls: 0.3454 d1.loss_bbox: 0.6527 d2.loss_cls: 0.3326 d2.loss_bbox: 0.6346 d3.loss_cls: 0.3229 d3.loss_bbox: 0.6287 d4.loss_cls: 0.3196 d4.loss_bbox: 0.6214 2022/12/23 15:54:55 - mmengine - INFO - Epoch(train) [11][ 400/4689] lr: 1.2588e-04 eta: 22:47:26 time: 1.2512 data_time: 0.0674 memory: 14432 grad_norm: 61.2751 loss: 5.9936 loss_cls: 0.3244 loss_bbox: 0.6296 d0.loss_cls: 0.3869 d0.loss_bbox: 0.7160 d1.loss_cls: 0.3576 d1.loss_bbox: 0.6661 d2.loss_cls: 0.3421 d2.loss_bbox: 0.6444 d3.loss_cls: 0.3307 d3.loss_bbox: 0.6384 d4.loss_cls: 0.3273 d4.loss_bbox: 0.6303 2022/12/23 15:55:58 - mmengine - INFO - Epoch(train) [11][ 450/4689] lr: 1.2588e-04 eta: 22:46:23 time: 1.2636 data_time: 0.0707 memory: 14432 grad_norm: 62.4397 loss: 6.0639 loss_cls: 0.3344 loss_bbox: 0.6360 d0.loss_cls: 0.3892 d0.loss_bbox: 0.7202 d1.loss_cls: 0.3632 d1.loss_bbox: 0.6667 d2.loss_cls: 0.3459 d2.loss_bbox: 0.6530 d3.loss_cls: 0.3380 d3.loss_bbox: 0.6448 d4.loss_cls: 0.3364 d4.loss_bbox: 0.6361 2022/12/23 15:57:02 - mmengine - INFO - Epoch(train) [11][ 500/4689] lr: 1.2588e-04 eta: 22:45:21 time: 1.2743 data_time: 0.0719 memory: 14432 grad_norm: 58.1881 loss: 5.7111 loss_cls: 0.3047 loss_bbox: 0.6013 d0.loss_cls: 0.3673 d0.loss_bbox: 0.6987 d1.loss_cls: 0.3389 d1.loss_bbox: 0.6388 d2.loss_cls: 0.3218 d2.loss_bbox: 0.6144 d3.loss_cls: 0.3114 d3.loss_bbox: 0.6061 d4.loss_cls: 0.3064 d4.loss_bbox: 0.6012 2022/12/23 15:58:06 - mmengine - INFO - Epoch(train) [11][ 550/4689] lr: 1.2588e-04 eta: 22:44:19 time: 1.2695 data_time: 0.0656 memory: 14432 grad_norm: 58.1053 loss: 5.8621 loss_cls: 0.3160 loss_bbox: 0.6126 d0.loss_cls: 0.3820 d0.loss_bbox: 0.7081 d1.loss_cls: 0.3528 d1.loss_bbox: 0.6474 d2.loss_cls: 0.3365 d2.loss_bbox: 0.6278 d3.loss_cls: 0.3268 d3.loss_bbox: 0.6196 d4.loss_cls: 0.3212 d4.loss_bbox: 0.6113 2022/12/23 15:59:09 - mmengine - INFO - Epoch(train) [11][ 600/4689] lr: 1.2588e-04 eta: 22:43:17 time: 1.2649 data_time: 0.0652 memory: 14432 grad_norm: 53.7754 loss: 5.5653 loss_cls: 0.2924 loss_bbox: 0.5874 d0.loss_cls: 0.3578 d0.loss_bbox: 0.6819 d1.loss_cls: 0.3264 d1.loss_bbox: 0.6266 d2.loss_cls: 0.3086 d2.loss_bbox: 0.6053 d3.loss_cls: 0.2992 d3.loss_bbox: 0.5968 d4.loss_cls: 0.2934 d4.loss_bbox: 0.5895 2022/12/23 16:00:11 - mmengine - INFO - Epoch(train) [11][ 650/4689] lr: 1.2588e-04 eta: 22:42:13 time: 1.2478 data_time: 0.0602 memory: 14432 grad_norm: 55.8097 loss: 5.8684 loss_cls: 0.3150 loss_bbox: 0.6208 d0.loss_cls: 0.3701 d0.loss_bbox: 0.7090 d1.loss_cls: 0.3423 d1.loss_bbox: 0.6606 d2.loss_cls: 0.3271 d2.loss_bbox: 0.6366 d3.loss_cls: 0.3184 d3.loss_bbox: 0.6302 d4.loss_cls: 0.3161 d4.loss_bbox: 0.6221 2022/12/23 16:01:14 - mmengine - INFO - Epoch(train) [11][ 700/4689] lr: 1.2588e-04 eta: 22:41:11 time: 1.2592 data_time: 0.0626 memory: 14432 grad_norm: 69.6259 loss: 5.8801 loss_cls: 0.3130 loss_bbox: 0.6266 d0.loss_cls: 0.3671 d0.loss_bbox: 0.7113 d1.loss_cls: 0.3427 d1.loss_bbox: 0.6583 d2.loss_cls: 0.3259 d2.loss_bbox: 0.6412 d3.loss_cls: 0.3165 d3.loss_bbox: 0.6356 d4.loss_cls: 0.3148 d4.loss_bbox: 0.6271 2022/12/23 16:02:17 - mmengine - INFO - Epoch(train) [11][ 750/4689] lr: 1.2588e-04 eta: 22:40:07 time: 1.2495 data_time: 0.0601 memory: 14432 grad_norm: 58.1034 loss: 5.7192 loss_cls: 0.2973 loss_bbox: 0.6136 d0.loss_cls: 0.3550 d0.loss_bbox: 0.6993 d1.loss_cls: 0.3295 d1.loss_bbox: 0.6468 d2.loss_cls: 0.3121 d2.loss_bbox: 0.6294 d3.loss_cls: 0.3011 d3.loss_bbox: 0.6223 d4.loss_cls: 0.2986 d4.loss_bbox: 0.6140 2022/12/23 16:03:21 - mmengine - INFO - Epoch(train) [11][ 800/4689] lr: 1.2588e-04 eta: 22:39:06 time: 1.2829 data_time: 0.0589 memory: 14432 grad_norm: 51.6974 loss: 5.6261 loss_cls: 0.2983 loss_bbox: 0.5980 d0.loss_cls: 0.3507 d0.loss_bbox: 0.6873 d1.loss_cls: 0.3244 d1.loss_bbox: 0.6344 d2.loss_cls: 0.3117 d2.loss_bbox: 0.6139 d3.loss_cls: 0.3016 d3.loss_bbox: 0.6076 d4.loss_cls: 0.3001 d4.loss_bbox: 0.5981 2022/12/23 16:04:23 - mmengine - INFO - Epoch(train) [11][ 850/4689] lr: 1.2588e-04 eta: 22:38:02 time: 1.2450 data_time: 0.0653 memory: 14432 grad_norm: 59.9632 loss: 5.8817 loss_cls: 0.3204 loss_bbox: 0.6145 d0.loss_cls: 0.3796 d0.loss_bbox: 0.7068 d1.loss_cls: 0.3516 d1.loss_bbox: 0.6530 d2.loss_cls: 0.3362 d2.loss_bbox: 0.6289 d3.loss_cls: 0.3254 d3.loss_bbox: 0.6265 d4.loss_cls: 0.3234 d4.loss_bbox: 0.6153 2022/12/23 16:05:26 - mmengine - INFO - Epoch(train) [11][ 900/4689] lr: 1.2588e-04 eta: 22:37:00 time: 1.2651 data_time: 0.0699 memory: 14432 grad_norm: 55.0568 loss: 5.8894 loss_cls: 0.3125 loss_bbox: 0.6255 d0.loss_cls: 0.3694 d0.loss_bbox: 0.7129 d1.loss_cls: 0.3432 d1.loss_bbox: 0.6634 d2.loss_cls: 0.3279 d2.loss_bbox: 0.6425 d3.loss_cls: 0.3195 d3.loss_bbox: 0.6319 d4.loss_cls: 0.3146 d4.loss_bbox: 0.6262 2022/12/23 16:06:31 - mmengine - INFO - Epoch(train) [11][ 950/4689] lr: 1.2588e-04 eta: 22:35:59 time: 1.2823 data_time: 0.0637 memory: 14432 grad_norm: 55.7072 loss: 5.6883 loss_cls: 0.3018 loss_bbox: 0.6046 d0.loss_cls: 0.3600 d0.loss_bbox: 0.6918 d1.loss_cls: 0.3331 d1.loss_bbox: 0.6358 d2.loss_cls: 0.3168 d2.loss_bbox: 0.6160 d3.loss_cls: 0.3082 d3.loss_bbox: 0.6111 d4.loss_cls: 0.3034 d4.loss_bbox: 0.6057 2022/12/23 16:07:33 - mmengine - INFO - Epoch(train) [11][1000/4689] lr: 1.2588e-04 eta: 22:34:56 time: 1.2527 data_time: 0.0632 memory: 14432 grad_norm: 63.1020 loss: 6.0658 loss_cls: 0.3306 loss_bbox: 0.6398 d0.loss_cls: 0.3842 d0.loss_bbox: 0.7281 d1.loss_cls: 0.3553 d1.loss_bbox: 0.6759 d2.loss_cls: 0.3431 d2.loss_bbox: 0.6539 d3.loss_cls: 0.3334 d3.loss_bbox: 0.6485 d4.loss_cls: 0.3312 d4.loss_bbox: 0.6419 2022/12/23 16:08:36 - mmengine - INFO - Epoch(train) [11][1050/4689] lr: 1.2588e-04 eta: 22:33:53 time: 1.2558 data_time: 0.0626 memory: 14432 grad_norm: 57.1938 loss: 5.8231 loss_cls: 0.3100 loss_bbox: 0.6164 d0.loss_cls: 0.3698 d0.loss_bbox: 0.7067 d1.loss_cls: 0.3403 d1.loss_bbox: 0.6537 d2.loss_cls: 0.3267 d2.loss_bbox: 0.6320 d3.loss_cls: 0.3163 d3.loss_bbox: 0.6227 d4.loss_cls: 0.3119 d4.loss_bbox: 0.6169 2022/12/23 16:09:40 - mmengine - INFO - Epoch(train) [11][1100/4689] lr: 1.2588e-04 eta: 22:32:51 time: 1.2745 data_time: 0.0691 memory: 14432 grad_norm: 63.5020 loss: 6.0099 loss_cls: 0.3244 loss_bbox: 0.6348 d0.loss_cls: 0.3834 d0.loss_bbox: 0.7205 d1.loss_cls: 0.3531 d1.loss_bbox: 0.6674 d2.loss_cls: 0.3392 d2.loss_bbox: 0.6517 d3.loss_cls: 0.3300 d3.loss_bbox: 0.6432 d4.loss_cls: 0.3262 d4.loss_bbox: 0.6359 2022/12/23 16:09:53 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 16:10:44 - mmengine - INFO - Epoch(train) [11][1150/4689] lr: 1.2588e-04 eta: 22:31:50 time: 1.2811 data_time: 0.0676 memory: 14432 grad_norm: 67.3177 loss: 5.8223 loss_cls: 0.3115 loss_bbox: 0.6155 d0.loss_cls: 0.3698 d0.loss_bbox: 0.7053 d1.loss_cls: 0.3416 d1.loss_bbox: 0.6526 d2.loss_cls: 0.3267 d2.loss_bbox: 0.6298 d3.loss_cls: 0.3184 d3.loss_bbox: 0.6211 d4.loss_cls: 0.3118 d4.loss_bbox: 0.6183 2022/12/23 16:11:48 - mmengine - INFO - Epoch(train) [11][1200/4689] lr: 1.2588e-04 eta: 22:30:48 time: 1.2835 data_time: 0.0659 memory: 14432 grad_norm: 65.3299 loss: 5.8876 loss_cls: 0.3219 loss_bbox: 0.6134 d0.loss_cls: 0.3835 d0.loss_bbox: 0.7076 d1.loss_cls: 0.3533 d1.loss_bbox: 0.6538 d2.loss_cls: 0.3375 d2.loss_bbox: 0.6297 d3.loss_cls: 0.3276 d3.loss_bbox: 0.6223 d4.loss_cls: 0.3220 d4.loss_bbox: 0.6150 2022/12/23 16:12:51 - mmengine - INFO - Epoch(train) [11][1250/4689] lr: 1.2588e-04 eta: 22:29:45 time: 1.2524 data_time: 0.0670 memory: 14432 grad_norm: 61.4808 loss: 5.8182 loss_cls: 0.3084 loss_bbox: 0.6154 d0.loss_cls: 0.3750 d0.loss_bbox: 0.7032 d1.loss_cls: 0.3417 d1.loss_bbox: 0.6531 d2.loss_cls: 0.3249 d2.loss_bbox: 0.6313 d3.loss_cls: 0.3159 d3.loss_bbox: 0.6226 d4.loss_cls: 0.3104 d4.loss_bbox: 0.6165 2022/12/23 16:13:54 - mmengine - INFO - Epoch(train) [11][1300/4689] lr: 1.2588e-04 eta: 22:28:43 time: 1.2743 data_time: 0.0733 memory: 14432 grad_norm: 57.7906 loss: 5.9674 loss_cls: 0.3242 loss_bbox: 0.6256 d0.loss_cls: 0.3839 d0.loss_bbox: 0.7193 d1.loss_cls: 0.3565 d1.loss_bbox: 0.6618 d2.loss_cls: 0.3402 d2.loss_bbox: 0.6402 d3.loss_cls: 0.3293 d3.loss_bbox: 0.6344 d4.loss_cls: 0.3265 d4.loss_bbox: 0.6256 2022/12/23 16:14:59 - mmengine - INFO - Epoch(train) [11][1350/4689] lr: 1.2588e-04 eta: 22:27:42 time: 1.2834 data_time: 0.0666 memory: 14432 grad_norm: 63.3290 loss: 5.9246 loss_cls: 0.3262 loss_bbox: 0.6156 d0.loss_cls: 0.3848 d0.loss_bbox: 0.7097 d1.loss_cls: 0.3565 d1.loss_bbox: 0.6543 d2.loss_cls: 0.3411 d2.loss_bbox: 0.6347 d3.loss_cls: 0.3311 d3.loss_bbox: 0.6261 d4.loss_cls: 0.3278 d4.loss_bbox: 0.6167 2022/12/23 16:16:02 - mmengine - INFO - Epoch(train) [11][1400/4689] lr: 1.2588e-04 eta: 22:26:40 time: 1.2732 data_time: 0.0658 memory: 14432 grad_norm: 53.3744 loss: 5.6960 loss_cls: 0.3111 loss_bbox: 0.5935 d0.loss_cls: 0.3684 d0.loss_bbox: 0.6863 d1.loss_cls: 0.3385 d1.loss_bbox: 0.6359 d2.loss_cls: 0.3252 d2.loss_bbox: 0.6116 d3.loss_cls: 0.3162 d3.loss_bbox: 0.6018 d4.loss_cls: 0.3126 d4.loss_bbox: 0.5950 2022/12/23 16:17:05 - mmengine - INFO - Epoch(train) [11][1450/4689] lr: 1.2588e-04 eta: 22:25:38 time: 1.2618 data_time: 0.0671 memory: 14432 grad_norm: 62.2308 loss: 5.7977 loss_cls: 0.3149 loss_bbox: 0.6080 d0.loss_cls: 0.3770 d0.loss_bbox: 0.6915 d1.loss_cls: 0.3469 d1.loss_bbox: 0.6435 d2.loss_cls: 0.3310 d2.loss_bbox: 0.6220 d3.loss_cls: 0.3233 d3.loss_bbox: 0.6147 d4.loss_cls: 0.3163 d4.loss_bbox: 0.6086 2022/12/23 16:18:10 - mmengine - INFO - Epoch(train) [11][1500/4689] lr: 1.2588e-04 eta: 22:24:37 time: 1.2839 data_time: 0.0774 memory: 14432 grad_norm: 63.3688 loss: 6.0132 loss_cls: 0.3399 loss_bbox: 0.6202 d0.loss_cls: 0.3909 d0.loss_bbox: 0.7109 d1.loss_cls: 0.3628 d1.loss_bbox: 0.6613 d2.loss_cls: 0.3526 d2.loss_bbox: 0.6376 d3.loss_cls: 0.3452 d3.loss_bbox: 0.6295 d4.loss_cls: 0.3392 d4.loss_bbox: 0.6231 2022/12/23 16:19:13 - mmengine - INFO - Epoch(train) [11][1550/4689] lr: 1.2588e-04 eta: 22:23:35 time: 1.2683 data_time: 0.0664 memory: 14432 grad_norm: 69.0845 loss: 5.9089 loss_cls: 0.3244 loss_bbox: 0.6173 d0.loss_cls: 0.3753 d0.loss_bbox: 0.7123 d1.loss_cls: 0.3505 d1.loss_bbox: 0.6568 d2.loss_cls: 0.3372 d2.loss_bbox: 0.6346 d3.loss_cls: 0.3286 d3.loss_bbox: 0.6264 d4.loss_cls: 0.3257 d4.loss_bbox: 0.6199 2022/12/23 16:20:17 - mmengine - INFO - Epoch(train) [11][1600/4689] lr: 1.2588e-04 eta: 22:22:33 time: 1.2848 data_time: 0.0663 memory: 14432 grad_norm: 72.8188 loss: 5.9797 loss_cls: 0.3241 loss_bbox: 0.6308 d0.loss_cls: 0.3792 d0.loss_bbox: 0.7142 d1.loss_cls: 0.3533 d1.loss_bbox: 0.6687 d2.loss_cls: 0.3393 d2.loss_bbox: 0.6440 d3.loss_cls: 0.3303 d3.loss_bbox: 0.6372 d4.loss_cls: 0.3269 d4.loss_bbox: 0.6315 2022/12/23 16:21:22 - mmengine - INFO - Epoch(train) [11][1650/4689] lr: 1.2588e-04 eta: 22:21:32 time: 1.2858 data_time: 0.0658 memory: 14432 grad_norm: 55.8184 loss: 5.9063 loss_cls: 0.3214 loss_bbox: 0.6205 d0.loss_cls: 0.3752 d0.loss_bbox: 0.7118 d1.loss_cls: 0.3490 d1.loss_bbox: 0.6574 d2.loss_cls: 0.3363 d2.loss_bbox: 0.6358 d3.loss_cls: 0.3283 d3.loss_bbox: 0.6253 d4.loss_cls: 0.3227 d4.loss_bbox: 0.6225 2022/12/23 16:22:24 - mmengine - INFO - Epoch(train) [11][1700/4689] lr: 1.2588e-04 eta: 22:20:29 time: 1.2529 data_time: 0.0744 memory: 14432 grad_norm: 58.0202 loss: 5.8387 loss_cls: 0.3159 loss_bbox: 0.6135 d0.loss_cls: 0.3777 d0.loss_bbox: 0.6980 d1.loss_cls: 0.3488 d1.loss_bbox: 0.6492 d2.loss_cls: 0.3358 d2.loss_bbox: 0.6235 d3.loss_cls: 0.3252 d3.loss_bbox: 0.6185 d4.loss_cls: 0.3182 d4.loss_bbox: 0.6143 2022/12/23 16:23:27 - mmengine - INFO - Epoch(train) [11][1750/4689] lr: 1.2588e-04 eta: 22:19:26 time: 1.2551 data_time: 0.0653 memory: 14432 grad_norm: 52.2637 loss: 5.8555 loss_cls: 0.3190 loss_bbox: 0.6123 d0.loss_cls: 0.3743 d0.loss_bbox: 0.7054 d1.loss_cls: 0.3455 d1.loss_bbox: 0.6546 d2.loss_cls: 0.3329 d2.loss_bbox: 0.6297 d3.loss_cls: 0.3246 d3.loss_bbox: 0.6233 d4.loss_cls: 0.3190 d4.loss_bbox: 0.6149 2022/12/23 16:24:30 - mmengine - INFO - Epoch(train) [11][1800/4689] lr: 1.2588e-04 eta: 22:18:23 time: 1.2516 data_time: 0.0654 memory: 14432 grad_norm: 67.6212 loss: 5.6577 loss_cls: 0.3015 loss_bbox: 0.5997 d0.loss_cls: 0.3550 d0.loss_bbox: 0.6893 d1.loss_cls: 0.3282 d1.loss_bbox: 0.6364 d2.loss_cls: 0.3182 d2.loss_bbox: 0.6115 d3.loss_cls: 0.3085 d3.loss_bbox: 0.6061 d4.loss_cls: 0.3046 d4.loss_bbox: 0.5987 2022/12/23 16:25:33 - mmengine - INFO - Epoch(train) [11][1850/4689] lr: 1.2588e-04 eta: 22:17:20 time: 1.2599 data_time: 0.0662 memory: 14432 grad_norm: 64.7451 loss: 5.8381 loss_cls: 0.3145 loss_bbox: 0.6145 d0.loss_cls: 0.3713 d0.loss_bbox: 0.7065 d1.loss_cls: 0.3423 d1.loss_bbox: 0.6546 d2.loss_cls: 0.3301 d2.loss_bbox: 0.6298 d3.loss_cls: 0.3179 d3.loss_bbox: 0.6250 d4.loss_cls: 0.3157 d4.loss_bbox: 0.6160 2022/12/23 16:26:36 - mmengine - INFO - Epoch(train) [11][1900/4689] lr: 1.2588e-04 eta: 22:16:18 time: 1.2754 data_time: 0.0718 memory: 14432 grad_norm: 60.4945 loss: 5.8420 loss_cls: 0.3161 loss_bbox: 0.6150 d0.loss_cls: 0.3720 d0.loss_bbox: 0.7029 d1.loss_cls: 0.3450 d1.loss_bbox: 0.6500 d2.loss_cls: 0.3327 d2.loss_bbox: 0.6300 d3.loss_cls: 0.3229 d3.loss_bbox: 0.6210 d4.loss_cls: 0.3179 d4.loss_bbox: 0.6165 2022/12/23 16:27:40 - mmengine - INFO - Epoch(train) [11][1950/4689] lr: 1.2588e-04 eta: 22:15:16 time: 1.2673 data_time: 0.0702 memory: 14432 grad_norm: 57.6263 loss: 5.7005 loss_cls: 0.2995 loss_bbox: 0.6058 d0.loss_cls: 0.3532 d0.loss_bbox: 0.7041 d1.loss_cls: 0.3255 d1.loss_bbox: 0.6446 d2.loss_cls: 0.3140 d2.loss_bbox: 0.6225 d3.loss_cls: 0.3070 d3.loss_bbox: 0.6141 d4.loss_cls: 0.3029 d4.loss_bbox: 0.6071 2022/12/23 16:28:42 - mmengine - INFO - Epoch(train) [11][2000/4689] lr: 1.2588e-04 eta: 22:14:13 time: 1.2523 data_time: 0.0655 memory: 14432 grad_norm: 61.5077 loss: 5.8565 loss_cls: 0.3163 loss_bbox: 0.6157 d0.loss_cls: 0.3706 d0.loss_bbox: 0.7055 d1.loss_cls: 0.3430 d1.loss_bbox: 0.6573 d2.loss_cls: 0.3317 d2.loss_bbox: 0.6326 d3.loss_cls: 0.3207 d3.loss_bbox: 0.6268 d4.loss_cls: 0.3176 d4.loss_bbox: 0.6185 2022/12/23 16:29:46 - mmengine - INFO - Epoch(train) [11][2050/4689] lr: 1.2588e-04 eta: 22:13:11 time: 1.2676 data_time: 0.0704 memory: 14432 grad_norm: 53.7842 loss: 5.8088 loss_cls: 0.3096 loss_bbox: 0.6170 d0.loss_cls: 0.3666 d0.loss_bbox: 0.7034 d1.loss_cls: 0.3397 d1.loss_bbox: 0.6518 d2.loss_cls: 0.3260 d2.loss_bbox: 0.6290 d3.loss_cls: 0.3153 d3.loss_bbox: 0.6222 d4.loss_cls: 0.3126 d4.loss_bbox: 0.6155 2022/12/23 16:30:48 - mmengine - INFO - Epoch(train) [11][2100/4689] lr: 1.2588e-04 eta: 22:12:07 time: 1.2424 data_time: 0.0750 memory: 14432 grad_norm: 62.0436 loss: 5.9909 loss_cls: 0.3377 loss_bbox: 0.6188 d0.loss_cls: 0.3939 d0.loss_bbox: 0.7066 d1.loss_cls: 0.3667 d1.loss_bbox: 0.6530 d2.loss_cls: 0.3532 d2.loss_bbox: 0.6338 d3.loss_cls: 0.3437 d3.loss_bbox: 0.6253 d4.loss_cls: 0.3413 d4.loss_bbox: 0.6168 2022/12/23 16:31:00 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 16:31:51 - mmengine - INFO - Epoch(train) [11][2150/4689] lr: 1.2588e-04 eta: 22:11:04 time: 1.2571 data_time: 0.0637 memory: 14432 grad_norm: 61.2708 loss: 5.9063 loss_cls: 0.3254 loss_bbox: 0.6178 d0.loss_cls: 0.3864 d0.loss_bbox: 0.7037 d1.loss_cls: 0.3540 d1.loss_bbox: 0.6529 d2.loss_cls: 0.3412 d2.loss_bbox: 0.6271 d3.loss_cls: 0.3318 d3.loss_bbox: 0.6222 d4.loss_cls: 0.3284 d4.loss_bbox: 0.6155 2022/12/23 16:32:54 - mmengine - INFO - Epoch(train) [11][2200/4689] lr: 1.2588e-04 eta: 22:10:01 time: 1.2603 data_time: 0.0697 memory: 14432 grad_norm: 62.7096 loss: 5.8604 loss_cls: 0.3209 loss_bbox: 0.6144 d0.loss_cls: 0.3769 d0.loss_bbox: 0.7030 d1.loss_cls: 0.3468 d1.loss_bbox: 0.6503 d2.loss_cls: 0.3349 d2.loss_bbox: 0.6281 d3.loss_cls: 0.3266 d3.loss_bbox: 0.6212 d4.loss_cls: 0.3228 d4.loss_bbox: 0.6145 2022/12/23 16:33:57 - mmengine - INFO - Epoch(train) [11][2250/4689] lr: 1.2588e-04 eta: 22:08:59 time: 1.2718 data_time: 0.0751 memory: 14432 grad_norm: 60.0799 loss: 5.9031 loss_cls: 0.3181 loss_bbox: 0.6242 d0.loss_cls: 0.3735 d0.loss_bbox: 0.7128 d1.loss_cls: 0.3430 d1.loss_bbox: 0.6600 d2.loss_cls: 0.3307 d2.loss_bbox: 0.6404 d3.loss_cls: 0.3232 d3.loss_bbox: 0.6320 d4.loss_cls: 0.3184 d4.loss_bbox: 0.6268 2022/12/23 16:34:59 - mmengine - INFO - Epoch(train) [11][2300/4689] lr: 1.2588e-04 eta: 22:07:55 time: 1.2415 data_time: 0.0506 memory: 14432 grad_norm: 60.2889 loss: 6.0009 loss_cls: 0.3266 loss_bbox: 0.6318 d0.loss_cls: 0.3880 d0.loss_bbox: 0.7134 d1.loss_cls: 0.3584 d1.loss_bbox: 0.6653 d2.loss_cls: 0.3451 d2.loss_bbox: 0.6424 d3.loss_cls: 0.3337 d3.loss_bbox: 0.6367 d4.loss_cls: 0.3299 d4.loss_bbox: 0.6296 2022/12/23 16:36:03 - mmengine - INFO - Epoch(train) [11][2350/4689] lr: 1.2588e-04 eta: 22:06:53 time: 1.2774 data_time: 0.0645 memory: 14432 grad_norm: 67.2497 loss: 5.6638 loss_cls: 0.2961 loss_bbox: 0.6033 d0.loss_cls: 0.3589 d0.loss_bbox: 0.6911 d1.loss_cls: 0.3276 d1.loss_bbox: 0.6376 d2.loss_cls: 0.3136 d2.loss_bbox: 0.6183 d3.loss_cls: 0.3029 d3.loss_bbox: 0.6114 d4.loss_cls: 0.2975 d4.loss_bbox: 0.6056 2022/12/23 16:37:06 - mmengine - INFO - Epoch(train) [11][2400/4689] lr: 1.2588e-04 eta: 22:05:50 time: 1.2540 data_time: 0.0616 memory: 14432 grad_norm: 58.5866 loss: 5.8781 loss_cls: 0.3150 loss_bbox: 0.6239 d0.loss_cls: 0.3672 d0.loss_bbox: 0.7112 d1.loss_cls: 0.3403 d1.loss_bbox: 0.6610 d2.loss_cls: 0.3281 d2.loss_bbox: 0.6386 d3.loss_cls: 0.3188 d3.loss_bbox: 0.6331 d4.loss_cls: 0.3156 d4.loss_bbox: 0.6255 2022/12/23 16:38:10 - mmengine - INFO - Epoch(train) [11][2450/4689] lr: 1.2588e-04 eta: 22:04:49 time: 1.2750 data_time: 0.0771 memory: 14432 grad_norm: 52.7999 loss: 5.8930 loss_cls: 0.3236 loss_bbox: 0.6156 d0.loss_cls: 0.3793 d0.loss_bbox: 0.7082 d1.loss_cls: 0.3504 d1.loss_bbox: 0.6544 d2.loss_cls: 0.3372 d2.loss_bbox: 0.6320 d3.loss_cls: 0.3268 d3.loss_bbox: 0.6252 d4.loss_cls: 0.3250 d4.loss_bbox: 0.6155 2022/12/23 16:39:13 - mmengine - INFO - Epoch(train) [11][2500/4689] lr: 1.2588e-04 eta: 22:03:46 time: 1.2574 data_time: 0.0666 memory: 14432 grad_norm: 67.5048 loss: 5.9569 loss_cls: 0.3179 loss_bbox: 0.6312 d0.loss_cls: 0.3798 d0.loss_bbox: 0.7171 d1.loss_cls: 0.3520 d1.loss_bbox: 0.6640 d2.loss_cls: 0.3367 d2.loss_bbox: 0.6447 d3.loss_cls: 0.3239 d3.loss_bbox: 0.6382 d4.loss_cls: 0.3203 d4.loss_bbox: 0.6312 2022/12/23 16:40:15 - mmengine - INFO - Epoch(train) [11][2550/4689] lr: 1.2588e-04 eta: 22:02:42 time: 1.2531 data_time: 0.0582 memory: 14432 grad_norm: 57.4655 loss: 5.7155 loss_cls: 0.3017 loss_bbox: 0.6087 d0.loss_cls: 0.3587 d0.loss_bbox: 0.6961 d1.loss_cls: 0.3333 d1.loss_bbox: 0.6412 d2.loss_cls: 0.3194 d2.loss_bbox: 0.6189 d3.loss_cls: 0.3084 d3.loss_bbox: 0.6152 d4.loss_cls: 0.3043 d4.loss_bbox: 0.6095 2022/12/23 16:41:18 - mmengine - INFO - Epoch(train) [11][2600/4689] lr: 1.2588e-04 eta: 22:01:39 time: 1.2560 data_time: 0.0582 memory: 14432 grad_norm: 65.8818 loss: 5.9063 loss_cls: 0.3220 loss_bbox: 0.6197 d0.loss_cls: 0.3813 d0.loss_bbox: 0.7051 d1.loss_cls: 0.3520 d1.loss_bbox: 0.6536 d2.loss_cls: 0.3370 d2.loss_bbox: 0.6356 d3.loss_cls: 0.3283 d3.loss_bbox: 0.6267 d4.loss_cls: 0.3233 d4.loss_bbox: 0.6215 2022/12/23 16:42:20 - mmengine - INFO - Epoch(train) [11][2650/4689] lr: 1.2588e-04 eta: 22:00:36 time: 1.2465 data_time: 0.0612 memory: 14432 grad_norm: 61.0145 loss: 5.8519 loss_cls: 0.3229 loss_bbox: 0.6097 d0.loss_cls: 0.3801 d0.loss_bbox: 0.6976 d1.loss_cls: 0.3520 d1.loss_bbox: 0.6449 d2.loss_cls: 0.3397 d2.loss_bbox: 0.6220 d3.loss_cls: 0.3281 d3.loss_bbox: 0.6189 d4.loss_cls: 0.3266 d4.loss_bbox: 0.6093 2022/12/23 16:43:25 - mmengine - INFO - Epoch(train) [11][2700/4689] lr: 1.2588e-04 eta: 21:59:35 time: 1.2887 data_time: 0.0644 memory: 14432 grad_norm: 54.1231 loss: 5.7180 loss_cls: 0.3148 loss_bbox: 0.5961 d0.loss_cls: 0.3645 d0.loss_bbox: 0.6873 d1.loss_cls: 0.3367 d1.loss_bbox: 0.6382 d2.loss_cls: 0.3265 d2.loss_bbox: 0.6139 d3.loss_cls: 0.3189 d3.loss_bbox: 0.6064 d4.loss_cls: 0.3167 d4.loss_bbox: 0.5979 2022/12/23 16:44:28 - mmengine - INFO - Epoch(train) [11][2750/4689] lr: 1.2588e-04 eta: 21:58:33 time: 1.2661 data_time: 0.0620 memory: 14432 grad_norm: 72.2672 loss: 5.6496 loss_cls: 0.2939 loss_bbox: 0.6058 d0.loss_cls: 0.3526 d0.loss_bbox: 0.6897 d1.loss_cls: 0.3211 d1.loss_bbox: 0.6462 d2.loss_cls: 0.3091 d2.loss_bbox: 0.6191 d3.loss_cls: 0.2993 d3.loss_bbox: 0.6122 d4.loss_cls: 0.2949 d4.loss_bbox: 0.6056 2022/12/23 16:45:31 - mmengine - INFO - Epoch(train) [11][2800/4689] lr: 1.2588e-04 eta: 21:57:29 time: 1.2514 data_time: 0.0594 memory: 14432 grad_norm: 57.0646 loss: 5.8615 loss_cls: 0.3165 loss_bbox: 0.6179 d0.loss_cls: 0.3768 d0.loss_bbox: 0.7023 d1.loss_cls: 0.3476 d1.loss_bbox: 0.6523 d2.loss_cls: 0.3320 d2.loss_bbox: 0.6322 d3.loss_cls: 0.3235 d3.loss_bbox: 0.6245 d4.loss_cls: 0.3184 d4.loss_bbox: 0.6176 2022/12/23 16:46:33 - mmengine - INFO - Epoch(train) [11][2850/4689] lr: 1.2588e-04 eta: 21:56:26 time: 1.2508 data_time: 0.0665 memory: 14432 grad_norm: 53.9548 loss: 5.7813 loss_cls: 0.3083 loss_bbox: 0.6137 d0.loss_cls: 0.3635 d0.loss_bbox: 0.7028 d1.loss_cls: 0.3383 d1.loss_bbox: 0.6491 d2.loss_cls: 0.3218 d2.loss_bbox: 0.6269 d3.loss_cls: 0.3142 d3.loss_bbox: 0.6179 d4.loss_cls: 0.3097 d4.loss_bbox: 0.6150 2022/12/23 16:47:36 - mmengine - INFO - Epoch(train) [11][2900/4689] lr: 1.2588e-04 eta: 21:55:22 time: 1.2455 data_time: 0.0559 memory: 14432 grad_norm: 73.5775 loss: 5.8117 loss_cls: 0.3100 loss_bbox: 0.6166 d0.loss_cls: 0.3667 d0.loss_bbox: 0.6967 d1.loss_cls: 0.3417 d1.loss_bbox: 0.6519 d2.loss_cls: 0.3248 d2.loss_bbox: 0.6342 d3.loss_cls: 0.3163 d3.loss_bbox: 0.6242 d4.loss_cls: 0.3121 d4.loss_bbox: 0.6166 2022/12/23 16:48:38 - mmengine - INFO - Epoch(train) [11][2950/4689] lr: 1.2588e-04 eta: 21:54:19 time: 1.2503 data_time: 0.0575 memory: 14432 grad_norm: 59.8704 loss: 5.7010 loss_cls: 0.2954 loss_bbox: 0.6087 d0.loss_cls: 0.3606 d0.loss_bbox: 0.6951 d1.loss_cls: 0.3327 d1.loss_bbox: 0.6439 d2.loss_cls: 0.3137 d2.loss_bbox: 0.6252 d3.loss_cls: 0.3048 d3.loss_bbox: 0.6153 d4.loss_cls: 0.2976 d4.loss_bbox: 0.6081 2022/12/23 16:49:41 - mmengine - INFO - Epoch(train) [11][3000/4689] lr: 1.2588e-04 eta: 21:53:16 time: 1.2523 data_time: 0.0555 memory: 14432 grad_norm: 59.9740 loss: 5.8929 loss_cls: 0.3159 loss_bbox: 0.6235 d0.loss_cls: 0.3721 d0.loss_bbox: 0.7082 d1.loss_cls: 0.3486 d1.loss_bbox: 0.6553 d2.loss_cls: 0.3340 d2.loss_bbox: 0.6366 d3.loss_cls: 0.3246 d3.loss_bbox: 0.6312 d4.loss_cls: 0.3193 d4.loss_bbox: 0.6235 2022/12/23 16:50:43 - mmengine - INFO - Epoch(train) [11][3050/4689] lr: 1.2588e-04 eta: 21:52:12 time: 1.2492 data_time: 0.0548 memory: 14432 grad_norm: 56.4447 loss: 5.8301 loss_cls: 0.3092 loss_bbox: 0.6209 d0.loss_cls: 0.3695 d0.loss_bbox: 0.7019 d1.loss_cls: 0.3424 d1.loss_bbox: 0.6524 d2.loss_cls: 0.3255 d2.loss_bbox: 0.6325 d3.loss_cls: 0.3168 d3.loss_bbox: 0.6259 d4.loss_cls: 0.3120 d4.loss_bbox: 0.6211 2022/12/23 16:51:48 - mmengine - INFO - Epoch(train) [11][3100/4689] lr: 1.2588e-04 eta: 21:51:11 time: 1.2906 data_time: 0.0647 memory: 14432 grad_norm: 61.3213 loss: 5.7836 loss_cls: 0.3012 loss_bbox: 0.6203 d0.loss_cls: 0.3579 d0.loss_bbox: 0.7083 d1.loss_cls: 0.3309 d1.loss_bbox: 0.6547 d2.loss_cls: 0.3177 d2.loss_bbox: 0.6362 d3.loss_cls: 0.3077 d3.loss_bbox: 0.6265 d4.loss_cls: 0.3031 d4.loss_bbox: 0.6192 2022/12/23 16:52:00 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 16:52:52 - mmengine - INFO - Epoch(train) [11][3150/4689] lr: 1.2588e-04 eta: 21:50:10 time: 1.2872 data_time: 0.0612 memory: 14432 grad_norm: 58.4738 loss: 5.7515 loss_cls: 0.3076 loss_bbox: 0.6105 d0.loss_cls: 0.3646 d0.loss_bbox: 0.6962 d1.loss_cls: 0.3358 d1.loss_bbox: 0.6433 d2.loss_cls: 0.3235 d2.loss_bbox: 0.6199 d3.loss_cls: 0.3150 d3.loss_bbox: 0.6141 d4.loss_cls: 0.3104 d4.loss_bbox: 0.6104 2022/12/23 16:53:54 - mmengine - INFO - Epoch(train) [11][3200/4689] lr: 1.2588e-04 eta: 21:49:06 time: 1.2370 data_time: 0.0650 memory: 14432 grad_norm: 59.8426 loss: 5.8199 loss_cls: 0.3127 loss_bbox: 0.6158 d0.loss_cls: 0.3721 d0.loss_bbox: 0.7033 d1.loss_cls: 0.3393 d1.loss_bbox: 0.6491 d2.loss_cls: 0.3277 d2.loss_bbox: 0.6285 d3.loss_cls: 0.3184 d3.loss_bbox: 0.6217 d4.loss_cls: 0.3145 d4.loss_bbox: 0.6168 2022/12/23 16:54:57 - mmengine - INFO - Epoch(train) [11][3250/4689] lr: 1.2588e-04 eta: 21:48:03 time: 1.2580 data_time: 0.0626 memory: 14432 grad_norm: 61.7552 loss: 5.8473 loss_cls: 0.3182 loss_bbox: 0.6130 d0.loss_cls: 0.3746 d0.loss_bbox: 0.7033 d1.loss_cls: 0.3450 d1.loss_bbox: 0.6533 d2.loss_cls: 0.3333 d2.loss_bbox: 0.6293 d3.loss_cls: 0.3246 d3.loss_bbox: 0.6197 d4.loss_cls: 0.3210 d4.loss_bbox: 0.6120 2022/12/23 16:55:59 - mmengine - INFO - Epoch(train) [11][3300/4689] lr: 1.2588e-04 eta: 21:47:00 time: 1.2484 data_time: 0.0630 memory: 14432 grad_norm: 54.6917 loss: 5.7265 loss_cls: 0.3129 loss_bbox: 0.5978 d0.loss_cls: 0.3729 d0.loss_bbox: 0.6859 d1.loss_cls: 0.3437 d1.loss_bbox: 0.6323 d2.loss_cls: 0.3291 d2.loss_bbox: 0.6138 d3.loss_cls: 0.3214 d3.loss_bbox: 0.6032 d4.loss_cls: 0.3161 d4.loss_bbox: 0.5973 2022/12/23 16:57:02 - mmengine - INFO - Epoch(train) [11][3350/4689] lr: 1.2588e-04 eta: 21:45:57 time: 1.2574 data_time: 0.0626 memory: 14432 grad_norm: 51.9841 loss: 5.7405 loss_cls: 0.3077 loss_bbox: 0.6081 d0.loss_cls: 0.3642 d0.loss_bbox: 0.6890 d1.loss_cls: 0.3391 d1.loss_bbox: 0.6410 d2.loss_cls: 0.3218 d2.loss_bbox: 0.6233 d3.loss_cls: 0.3128 d3.loss_bbox: 0.6159 d4.loss_cls: 0.3100 d4.loss_bbox: 0.6074 2022/12/23 16:58:05 - mmengine - INFO - Epoch(train) [11][3400/4689] lr: 1.2588e-04 eta: 21:44:54 time: 1.2596 data_time: 0.0598 memory: 14432 grad_norm: 59.9992 loss: 5.8821 loss_cls: 0.3155 loss_bbox: 0.6232 d0.loss_cls: 0.3695 d0.loss_bbox: 0.7135 d1.loss_cls: 0.3428 d1.loss_bbox: 0.6582 d2.loss_cls: 0.3312 d2.loss_bbox: 0.6371 d3.loss_cls: 0.3232 d3.loss_bbox: 0.6264 d4.loss_cls: 0.3176 d4.loss_bbox: 0.6239 2022/12/23 16:59:08 - mmengine - INFO - Epoch(train) [11][3450/4689] lr: 1.2588e-04 eta: 21:43:51 time: 1.2634 data_time: 0.0616 memory: 14432 grad_norm: 60.2719 loss: 5.8911 loss_cls: 0.3264 loss_bbox: 0.6149 d0.loss_cls: 0.3762 d0.loss_bbox: 0.7020 d1.loss_cls: 0.3520 d1.loss_bbox: 0.6507 d2.loss_cls: 0.3384 d2.loss_bbox: 0.6327 d3.loss_cls: 0.3313 d3.loss_bbox: 0.6223 d4.loss_cls: 0.3262 d4.loss_bbox: 0.6182 2022/12/23 17:00:11 - mmengine - INFO - Epoch(train) [11][3500/4689] lr: 1.2588e-04 eta: 21:42:48 time: 1.2518 data_time: 0.0669 memory: 14432 grad_norm: 58.1344 loss: 5.6701 loss_cls: 0.3000 loss_bbox: 0.5997 d0.loss_cls: 0.3589 d0.loss_bbox: 0.6932 d1.loss_cls: 0.3299 d1.loss_bbox: 0.6399 d2.loss_cls: 0.3161 d2.loss_bbox: 0.6154 d3.loss_cls: 0.3058 d3.loss_bbox: 0.6080 d4.loss_cls: 0.3019 d4.loss_bbox: 0.6012 2022/12/23 17:01:13 - mmengine - INFO - Epoch(train) [11][3550/4689] lr: 1.2588e-04 eta: 21:41:45 time: 1.2467 data_time: 0.0663 memory: 14432 grad_norm: 72.5361 loss: 5.6929 loss_cls: 0.3016 loss_bbox: 0.6054 d0.loss_cls: 0.3560 d0.loss_bbox: 0.6929 d1.loss_cls: 0.3282 d1.loss_bbox: 0.6427 d2.loss_cls: 0.3173 d2.loss_bbox: 0.6191 d3.loss_cls: 0.3097 d3.loss_bbox: 0.6100 d4.loss_cls: 0.3052 d4.loss_bbox: 0.6048 2022/12/23 17:02:16 - mmengine - INFO - Epoch(train) [11][3600/4689] lr: 1.2588e-04 eta: 21:40:41 time: 1.2494 data_time: 0.0668 memory: 14432 grad_norm: 67.8998 loss: 5.8313 loss_cls: 0.3101 loss_bbox: 0.6182 d0.loss_cls: 0.3637 d0.loss_bbox: 0.7146 d1.loss_cls: 0.3363 d1.loss_bbox: 0.6605 d2.loss_cls: 0.3227 d2.loss_bbox: 0.6340 d3.loss_cls: 0.3154 d3.loss_bbox: 0.6259 d4.loss_cls: 0.3127 d4.loss_bbox: 0.6173 2022/12/23 17:03:18 - mmengine - INFO - Epoch(train) [11][3650/4689] lr: 1.2588e-04 eta: 21:39:38 time: 1.2508 data_time: 0.0668 memory: 14432 grad_norm: 83.6622 loss: 6.0551 loss_cls: 0.3333 loss_bbox: 0.6370 d0.loss_cls: 0.3860 d0.loss_bbox: 0.7143 d1.loss_cls: 0.3574 d1.loss_bbox: 0.6715 d2.loss_cls: 0.3464 d2.loss_bbox: 0.6511 d3.loss_cls: 0.3401 d3.loss_bbox: 0.6431 d4.loss_cls: 0.3350 d4.loss_bbox: 0.6399 2022/12/23 17:04:22 - mmengine - INFO - Epoch(train) [11][3700/4689] lr: 1.2588e-04 eta: 21:38:35 time: 1.2648 data_time: 0.0611 memory: 14432 grad_norm: 61.0875 loss: 5.7969 loss_cls: 0.3056 loss_bbox: 0.6160 d0.loss_cls: 0.3641 d0.loss_bbox: 0.7100 d1.loss_cls: 0.3348 d1.loss_bbox: 0.6529 d2.loss_cls: 0.3210 d2.loss_bbox: 0.6312 d3.loss_cls: 0.3136 d3.loss_bbox: 0.6226 d4.loss_cls: 0.3084 d4.loss_bbox: 0.6165 2022/12/23 17:05:25 - mmengine - INFO - Epoch(train) [11][3750/4689] lr: 1.2588e-04 eta: 21:37:33 time: 1.2598 data_time: 0.0707 memory: 14432 grad_norm: 69.2472 loss: 5.8054 loss_cls: 0.3082 loss_bbox: 0.6162 d0.loss_cls: 0.3699 d0.loss_bbox: 0.6998 d1.loss_cls: 0.3415 d1.loss_bbox: 0.6530 d2.loss_cls: 0.3258 d2.loss_bbox: 0.6287 d3.loss_cls: 0.3137 d3.loss_bbox: 0.6222 d4.loss_cls: 0.3101 d4.loss_bbox: 0.6164 2022/12/23 17:06:28 - mmengine - INFO - Epoch(train) [11][3800/4689] lr: 1.2588e-04 eta: 21:36:31 time: 1.2756 data_time: 0.0612 memory: 14432 grad_norm: 61.9294 loss: 5.7459 loss_cls: 0.3045 loss_bbox: 0.6102 d0.loss_cls: 0.3636 d0.loss_bbox: 0.7006 d1.loss_cls: 0.3356 d1.loss_bbox: 0.6454 d2.loss_cls: 0.3213 d2.loss_bbox: 0.6217 d3.loss_cls: 0.3112 d3.loss_bbox: 0.6148 d4.loss_cls: 0.3072 d4.loss_bbox: 0.6098 2022/12/23 17:07:31 - mmengine - INFO - Epoch(train) [11][3850/4689] lr: 1.2588e-04 eta: 21:35:28 time: 1.2582 data_time: 0.0618 memory: 14432 grad_norm: 66.4015 loss: 5.8871 loss_cls: 0.3153 loss_bbox: 0.6216 d0.loss_cls: 0.3748 d0.loss_bbox: 0.7132 d1.loss_cls: 0.3469 d1.loss_bbox: 0.6569 d2.loss_cls: 0.3324 d2.loss_bbox: 0.6363 d3.loss_cls: 0.3236 d3.loss_bbox: 0.6271 d4.loss_cls: 0.3175 d4.loss_bbox: 0.6213 2022/12/23 17:08:35 - mmengine - INFO - Epoch(train) [11][3900/4689] lr: 1.2588e-04 eta: 21:34:26 time: 1.2784 data_time: 0.0660 memory: 14432 grad_norm: 57.7991 loss: 5.9496 loss_cls: 0.3221 loss_bbox: 0.6233 d0.loss_cls: 0.3829 d0.loss_bbox: 0.7199 d1.loss_cls: 0.3516 d1.loss_bbox: 0.6639 d2.loss_cls: 0.3388 d2.loss_bbox: 0.6381 d3.loss_cls: 0.3297 d3.loss_bbox: 0.6304 d4.loss_cls: 0.3237 d4.loss_bbox: 0.6252 2022/12/23 17:09:38 - mmengine - INFO - Epoch(train) [11][3950/4689] lr: 1.2588e-04 eta: 21:33:23 time: 1.2560 data_time: 0.0625 memory: 14432 grad_norm: 55.0451 loss: 5.6248 loss_cls: 0.2917 loss_bbox: 0.6053 d0.loss_cls: 0.3553 d0.loss_bbox: 0.6872 d1.loss_cls: 0.3212 d1.loss_bbox: 0.6362 d2.loss_cls: 0.3070 d2.loss_bbox: 0.6154 d3.loss_cls: 0.2979 d3.loss_bbox: 0.6089 d4.loss_cls: 0.2936 d4.loss_bbox: 0.6051 2022/12/23 17:10:42 - mmengine - INFO - Epoch(train) [11][4000/4689] lr: 1.2588e-04 eta: 21:32:21 time: 1.2688 data_time: 0.0636 memory: 14432 grad_norm: 61.5844 loss: 5.6456 loss_cls: 0.3004 loss_bbox: 0.5990 d0.loss_cls: 0.3564 d0.loss_bbox: 0.6888 d1.loss_cls: 0.3289 d1.loss_bbox: 0.6317 d2.loss_cls: 0.3167 d2.loss_bbox: 0.6096 d3.loss_cls: 0.3069 d3.loss_bbox: 0.6057 d4.loss_cls: 0.3026 d4.loss_bbox: 0.5989 2022/12/23 17:11:45 - mmengine - INFO - Epoch(train) [11][4050/4689] lr: 1.2588e-04 eta: 21:31:18 time: 1.2606 data_time: 0.0679 memory: 14432 grad_norm: 63.7759 loss: 5.7398 loss_cls: 0.3082 loss_bbox: 0.6071 d0.loss_cls: 0.3632 d0.loss_bbox: 0.6928 d1.loss_cls: 0.3362 d1.loss_bbox: 0.6417 d2.loss_cls: 0.3259 d2.loss_bbox: 0.6183 d3.loss_cls: 0.3156 d3.loss_bbox: 0.6127 d4.loss_cls: 0.3102 d4.loss_bbox: 0.6078 2022/12/23 17:12:47 - mmengine - INFO - Epoch(train) [11][4100/4689] lr: 1.2588e-04 eta: 21:30:15 time: 1.2444 data_time: 0.0608 memory: 14432 grad_norm: 54.8599 loss: 5.8600 loss_cls: 0.3187 loss_bbox: 0.6136 d0.loss_cls: 0.3787 d0.loss_bbox: 0.6993 d1.loss_cls: 0.3520 d1.loss_bbox: 0.6491 d2.loss_cls: 0.3369 d2.loss_bbox: 0.6286 d3.loss_cls: 0.3263 d3.loss_bbox: 0.6204 d4.loss_cls: 0.3218 d4.loss_bbox: 0.6146 2022/12/23 17:12:59 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 17:13:49 - mmengine - INFO - Epoch(train) [11][4150/4689] lr: 1.2588e-04 eta: 21:29:11 time: 1.2525 data_time: 0.0604 memory: 14432 grad_norm: 62.5583 loss: 5.8650 loss_cls: 0.3106 loss_bbox: 0.6236 d0.loss_cls: 0.3663 d0.loss_bbox: 0.7137 d1.loss_cls: 0.3388 d1.loss_bbox: 0.6618 d2.loss_cls: 0.3257 d2.loss_bbox: 0.6398 d3.loss_cls: 0.3170 d3.loss_bbox: 0.6307 d4.loss_cls: 0.3117 d4.loss_bbox: 0.6254 2022/12/23 17:14:53 - mmengine - INFO - Epoch(train) [11][4200/4689] lr: 1.2588e-04 eta: 21:28:09 time: 1.2682 data_time: 0.0551 memory: 14432 grad_norm: 58.9427 loss: 5.7496 loss_cls: 0.3046 loss_bbox: 0.6105 d0.loss_cls: 0.3672 d0.loss_bbox: 0.6958 d1.loss_cls: 0.3375 d1.loss_bbox: 0.6454 d2.loss_cls: 0.3220 d2.loss_bbox: 0.6227 d3.loss_cls: 0.3114 d3.loss_bbox: 0.6159 d4.loss_cls: 0.3058 d4.loss_bbox: 0.6108 2022/12/23 17:15:55 - mmengine - INFO - Epoch(train) [11][4250/4689] lr: 1.2588e-04 eta: 21:27:06 time: 1.2507 data_time: 0.0575 memory: 14432 grad_norm: 63.4484 loss: 5.7516 loss_cls: 0.3080 loss_bbox: 0.6053 d0.loss_cls: 0.3677 d0.loss_bbox: 0.6988 d1.loss_cls: 0.3392 d1.loss_bbox: 0.6442 d2.loss_cls: 0.3269 d2.loss_bbox: 0.6186 d3.loss_cls: 0.3156 d3.loss_bbox: 0.6116 d4.loss_cls: 0.3096 d4.loss_bbox: 0.6060 2022/12/23 17:16:58 - mmengine - INFO - Epoch(train) [11][4300/4689] lr: 1.2588e-04 eta: 21:26:02 time: 1.2488 data_time: 0.0613 memory: 14432 grad_norm: 55.5675 loss: 5.8325 loss_cls: 0.3111 loss_bbox: 0.6178 d0.loss_cls: 0.3754 d0.loss_bbox: 0.6991 d1.loss_cls: 0.3422 d1.loss_bbox: 0.6510 d2.loss_cls: 0.3291 d2.loss_bbox: 0.6303 d3.loss_cls: 0.3182 d3.loss_bbox: 0.6254 d4.loss_cls: 0.3140 d4.loss_bbox: 0.6189 2022/12/23 17:18:01 - mmengine - INFO - Epoch(train) [11][4350/4689] lr: 1.2588e-04 eta: 21:25:00 time: 1.2650 data_time: 0.0762 memory: 14432 grad_norm: 62.7022 loss: 5.7318 loss_cls: 0.3064 loss_bbox: 0.6079 d0.loss_cls: 0.3686 d0.loss_bbox: 0.6906 d1.loss_cls: 0.3391 d1.loss_bbox: 0.6376 d2.loss_cls: 0.3214 d2.loss_bbox: 0.6181 d3.loss_cls: 0.3121 d3.loss_bbox: 0.6135 d4.loss_cls: 0.3074 d4.loss_bbox: 0.6090 2022/12/23 17:19:04 - mmengine - INFO - Epoch(train) [11][4400/4689] lr: 1.2588e-04 eta: 21:23:57 time: 1.2548 data_time: 0.0593 memory: 14432 grad_norm: 64.4557 loss: 5.9669 loss_cls: 0.3126 loss_bbox: 0.6372 d0.loss_cls: 0.3754 d0.loss_bbox: 0.7229 d1.loss_cls: 0.3469 d1.loss_bbox: 0.6704 d2.loss_cls: 0.3308 d2.loss_bbox: 0.6505 d3.loss_cls: 0.3224 d3.loss_bbox: 0.6444 d4.loss_cls: 0.3165 d4.loss_bbox: 0.6370 2022/12/23 17:20:05 - mmengine - INFO - Epoch(train) [11][4450/4689] lr: 1.2588e-04 eta: 21:22:52 time: 1.2231 data_time: 0.0580 memory: 14432 grad_norm: 80.1747 loss: 5.7733 loss_cls: 0.3119 loss_bbox: 0.6068 d0.loss_cls: 0.3745 d0.loss_bbox: 0.6947 d1.loss_cls: 0.3410 d1.loss_bbox: 0.6433 d2.loss_cls: 0.3279 d2.loss_bbox: 0.6207 d3.loss_cls: 0.3188 d3.loss_bbox: 0.6133 d4.loss_cls: 0.3140 d4.loss_bbox: 0.6064 2022/12/23 17:21:08 - mmengine - INFO - Epoch(train) [11][4500/4689] lr: 1.2588e-04 eta: 21:21:49 time: 1.2546 data_time: 0.0654 memory: 14432 grad_norm: 72.1713 loss: 5.8946 loss_cls: 0.3128 loss_bbox: 0.6289 d0.loss_cls: 0.3746 d0.loss_bbox: 0.7091 d1.loss_cls: 0.3416 d1.loss_bbox: 0.6622 d2.loss_cls: 0.3289 d2.loss_bbox: 0.6406 d3.loss_cls: 0.3192 d3.loss_bbox: 0.6327 d4.loss_cls: 0.3157 d4.loss_bbox: 0.6283 2022/12/23 17:22:10 - mmengine - INFO - Epoch(train) [11][4550/4689] lr: 1.2588e-04 eta: 21:20:45 time: 1.2410 data_time: 0.0572 memory: 14432 grad_norm: 62.0960 loss: 5.8538 loss_cls: 0.3101 loss_bbox: 0.6224 d0.loss_cls: 0.3717 d0.loss_bbox: 0.7077 d1.loss_cls: 0.3406 d1.loss_bbox: 0.6598 d2.loss_cls: 0.3290 d2.loss_bbox: 0.6333 d3.loss_cls: 0.3181 d3.loss_bbox: 0.6263 d4.loss_cls: 0.3136 d4.loss_bbox: 0.6212 2022/12/23 17:23:12 - mmengine - INFO - Epoch(train) [11][4600/4689] lr: 1.2588e-04 eta: 21:19:41 time: 1.2389 data_time: 0.0583 memory: 14432 grad_norm: 63.1131 loss: 5.7671 loss_cls: 0.3100 loss_bbox: 0.6086 d0.loss_cls: 0.3697 d0.loss_bbox: 0.6947 d1.loss_cls: 0.3395 d1.loss_bbox: 0.6413 d2.loss_cls: 0.3279 d2.loss_bbox: 0.6210 d3.loss_cls: 0.3176 d3.loss_bbox: 0.6148 d4.loss_cls: 0.3135 d4.loss_bbox: 0.6085 2022/12/23 17:24:14 - mmengine - INFO - Epoch(train) [11][4650/4689] lr: 1.2588e-04 eta: 21:18:37 time: 1.2472 data_time: 0.0575 memory: 14432 grad_norm: 57.7623 loss: 5.8548 loss_cls: 0.3214 loss_bbox: 0.6108 d0.loss_cls: 0.3776 d0.loss_bbox: 0.7005 d1.loss_cls: 0.3453 d1.loss_bbox: 0.6543 d2.loss_cls: 0.3355 d2.loss_bbox: 0.6261 d3.loss_cls: 0.3293 d3.loss_bbox: 0.6176 d4.loss_cls: 0.3243 d4.loss_bbox: 0.6122 2022/12/23 17:25:01 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 17:26:06 - mmengine - INFO - Epoch(train) [12][ 50/4689] lr: 1.1305e-04 eta: 21:16:45 time: 1.3017 data_time: 0.1114 memory: 14432 grad_norm: 63.6459 loss: 5.6275 loss_cls: 0.3004 loss_bbox: 0.5951 d0.loss_cls: 0.3604 d0.loss_bbox: 0.6820 d1.loss_cls: 0.3310 d1.loss_bbox: 0.6282 d2.loss_cls: 0.3174 d2.loss_bbox: 0.6068 d3.loss_cls: 0.3065 d3.loss_bbox: 0.6027 d4.loss_cls: 0.3031 d4.loss_bbox: 0.5941 2022/12/23 17:27:08 - mmengine - INFO - Epoch(train) [12][ 100/4689] lr: 1.1305e-04 eta: 21:15:42 time: 1.2449 data_time: 0.0593 memory: 14432 grad_norm: 55.7853 loss: 5.8056 loss_cls: 0.3053 loss_bbox: 0.6176 d0.loss_cls: 0.3679 d0.loss_bbox: 0.7056 d1.loss_cls: 0.3402 d1.loss_bbox: 0.6515 d2.loss_cls: 0.3258 d2.loss_bbox: 0.6287 d3.loss_cls: 0.3139 d3.loss_bbox: 0.6240 d4.loss_cls: 0.3080 d4.loss_bbox: 0.6172 2022/12/23 17:28:11 - mmengine - INFO - Epoch(train) [12][ 150/4689] lr: 1.1305e-04 eta: 21:14:39 time: 1.2516 data_time: 0.0609 memory: 14432 grad_norm: 59.1890 loss: 5.7454 loss_cls: 0.3138 loss_bbox: 0.6023 d0.loss_cls: 0.3677 d0.loss_bbox: 0.6963 d1.loss_cls: 0.3373 d1.loss_bbox: 0.6408 d2.loss_cls: 0.3233 d2.loss_bbox: 0.6183 d3.loss_cls: 0.3154 d3.loss_bbox: 0.6122 d4.loss_cls: 0.3142 d4.loss_bbox: 0.6037 2022/12/23 17:29:14 - mmengine - INFO - Epoch(train) [12][ 200/4689] lr: 1.1305e-04 eta: 21:13:36 time: 1.2665 data_time: 0.0591 memory: 14432 grad_norm: 53.4820 loss: 5.6236 loss_cls: 0.2964 loss_bbox: 0.5929 d0.loss_cls: 0.3569 d0.loss_bbox: 0.6876 d1.loss_cls: 0.3305 d1.loss_bbox: 0.6362 d2.loss_cls: 0.3154 d2.loss_bbox: 0.6099 d3.loss_cls: 0.3034 d3.loss_bbox: 0.6017 d4.loss_cls: 0.2983 d4.loss_bbox: 0.5942 2022/12/23 17:30:17 - mmengine - INFO - Epoch(train) [12][ 250/4689] lr: 1.1305e-04 eta: 21:12:33 time: 1.2502 data_time: 0.0603 memory: 14432 grad_norm: 58.6596 loss: 5.4812 loss_cls: 0.2879 loss_bbox: 0.5821 d0.loss_cls: 0.3555 d0.loss_bbox: 0.6634 d1.loss_cls: 0.3248 d1.loss_bbox: 0.6114 d2.loss_cls: 0.3080 d2.loss_bbox: 0.5916 d3.loss_cls: 0.2964 d3.loss_bbox: 0.5868 d4.loss_cls: 0.2910 d4.loss_bbox: 0.5824 2022/12/23 17:31:21 - mmengine - INFO - Epoch(train) [12][ 300/4689] lr: 1.1305e-04 eta: 21:11:31 time: 1.2809 data_time: 0.0661 memory: 14432 grad_norm: 62.2573 loss: 5.5729 loss_cls: 0.2934 loss_bbox: 0.5925 d0.loss_cls: 0.3556 d0.loss_bbox: 0.6756 d1.loss_cls: 0.3264 d1.loss_bbox: 0.6266 d2.loss_cls: 0.3099 d2.loss_bbox: 0.6060 d3.loss_cls: 0.2992 d3.loss_bbox: 0.5995 d4.loss_cls: 0.2953 d4.loss_bbox: 0.5928 2022/12/23 17:32:24 - mmengine - INFO - Epoch(train) [12][ 350/4689] lr: 1.1305e-04 eta: 21:10:29 time: 1.2629 data_time: 0.0577 memory: 14432 grad_norm: 60.3960 loss: 5.7687 loss_cls: 0.3178 loss_bbox: 0.5998 d0.loss_cls: 0.3712 d0.loss_bbox: 0.6979 d1.loss_cls: 0.3460 d1.loss_bbox: 0.6397 d2.loss_cls: 0.3326 d2.loss_bbox: 0.6141 d3.loss_cls: 0.3217 d3.loss_bbox: 0.6070 d4.loss_cls: 0.3198 d4.loss_bbox: 0.6011 2022/12/23 17:33:27 - mmengine - INFO - Epoch(train) [12][ 400/4689] lr: 1.1305e-04 eta: 21:09:26 time: 1.2547 data_time: 0.0608 memory: 14432 grad_norm: 56.4701 loss: 5.7475 loss_cls: 0.3071 loss_bbox: 0.6053 d0.loss_cls: 0.3681 d0.loss_bbox: 0.6976 d1.loss_cls: 0.3365 d1.loss_bbox: 0.6451 d2.loss_cls: 0.3217 d2.loss_bbox: 0.6220 d3.loss_cls: 0.3118 d3.loss_bbox: 0.6155 d4.loss_cls: 0.3086 d4.loss_bbox: 0.6080 2022/12/23 17:33:55 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 17:34:31 - mmengine - INFO - Epoch(train) [12][ 450/4689] lr: 1.1305e-04 eta: 21:08:25 time: 1.2909 data_time: 0.0747 memory: 14432 grad_norm: 63.4466 loss: 5.7305 loss_cls: 0.3133 loss_bbox: 0.5958 d0.loss_cls: 0.3756 d0.loss_bbox: 0.6905 d1.loss_cls: 0.3437 d1.loss_bbox: 0.6351 d2.loss_cls: 0.3338 d2.loss_bbox: 0.6085 d3.loss_cls: 0.3197 d3.loss_bbox: 0.6031 d4.loss_cls: 0.3151 d4.loss_bbox: 0.5965 2022/12/23 17:35:34 - mmengine - INFO - Epoch(train) [12][ 500/4689] lr: 1.1305e-04 eta: 21:07:22 time: 1.2636 data_time: 0.0646 memory: 14432 grad_norm: 58.6224 loss: 5.6025 loss_cls: 0.2938 loss_bbox: 0.5910 d0.loss_cls: 0.3564 d0.loss_bbox: 0.6869 d1.loss_cls: 0.3267 d1.loss_bbox: 0.6346 d2.loss_cls: 0.3106 d2.loss_bbox: 0.6117 d3.loss_cls: 0.3024 d3.loss_bbox: 0.5998 d4.loss_cls: 0.2966 d4.loss_bbox: 0.5917 2022/12/23 17:36:37 - mmengine - INFO - Epoch(train) [12][ 550/4689] lr: 1.1305e-04 eta: 21:06:19 time: 1.2490 data_time: 0.0612 memory: 14432 grad_norm: 63.7918 loss: 5.5477 loss_cls: 0.2988 loss_bbox: 0.5825 d0.loss_cls: 0.3640 d0.loss_bbox: 0.6629 d1.loss_cls: 0.3309 d1.loss_bbox: 0.6166 d2.loss_cls: 0.3141 d2.loss_bbox: 0.5967 d3.loss_cls: 0.3030 d3.loss_bbox: 0.5929 d4.loss_cls: 0.2995 d4.loss_bbox: 0.5859 2022/12/23 17:37:39 - mmengine - INFO - Epoch(train) [12][ 600/4689] lr: 1.1305e-04 eta: 21:05:15 time: 1.2437 data_time: 0.0607 memory: 14432 grad_norm: 62.3465 loss: 5.6103 loss_cls: 0.2974 loss_bbox: 0.5942 d0.loss_cls: 0.3649 d0.loss_bbox: 0.6763 d1.loss_cls: 0.3289 d1.loss_bbox: 0.6294 d2.loss_cls: 0.3133 d2.loss_bbox: 0.6083 d3.loss_cls: 0.3035 d3.loss_bbox: 0.6001 d4.loss_cls: 0.3001 d4.loss_bbox: 0.5940 2022/12/23 17:38:43 - mmengine - INFO - Epoch(train) [12][ 650/4689] lr: 1.1305e-04 eta: 21:04:13 time: 1.2780 data_time: 0.0657 memory: 14432 grad_norm: 57.9579 loss: 5.5164 loss_cls: 0.2843 loss_bbox: 0.5916 d0.loss_cls: 0.3469 d0.loss_bbox: 0.6790 d1.loss_cls: 0.3143 d1.loss_bbox: 0.6303 d2.loss_cls: 0.3006 d2.loss_bbox: 0.6030 d3.loss_cls: 0.2908 d3.loss_bbox: 0.5965 d4.loss_cls: 0.2860 d4.loss_bbox: 0.5931 2022/12/23 17:39:45 - mmengine - INFO - Epoch(train) [12][ 700/4689] lr: 1.1305e-04 eta: 21:03:10 time: 1.2478 data_time: 0.0599 memory: 14432 grad_norm: 66.3632 loss: 5.7441 loss_cls: 0.3090 loss_bbox: 0.6069 d0.loss_cls: 0.3655 d0.loss_bbox: 0.6933 d1.loss_cls: 0.3376 d1.loss_bbox: 0.6428 d2.loss_cls: 0.3266 d2.loss_bbox: 0.6164 d3.loss_cls: 0.3163 d3.loss_bbox: 0.6113 d4.loss_cls: 0.3117 d4.loss_bbox: 0.6066 2022/12/23 17:40:47 - mmengine - INFO - Epoch(train) [12][ 750/4689] lr: 1.1305e-04 eta: 21:02:06 time: 1.2342 data_time: 0.0614 memory: 14432 grad_norm: 64.2435 loss: 5.6289 loss_cls: 0.2950 loss_bbox: 0.5988 d0.loss_cls: 0.3538 d0.loss_bbox: 0.6926 d1.loss_cls: 0.3238 d1.loss_bbox: 0.6373 d2.loss_cls: 0.3109 d2.loss_bbox: 0.6126 d3.loss_cls: 0.2999 d3.loss_bbox: 0.6079 d4.loss_cls: 0.2952 d4.loss_bbox: 0.6011 2022/12/23 17:41:49 - mmengine - INFO - Epoch(train) [12][ 800/4689] lr: 1.1305e-04 eta: 21:01:01 time: 1.2370 data_time: 0.0589 memory: 14432 grad_norm: 69.6556 loss: 5.6662 loss_cls: 0.2987 loss_bbox: 0.6020 d0.loss_cls: 0.3545 d0.loss_bbox: 0.6948 d1.loss_cls: 0.3259 d1.loss_bbox: 0.6419 d2.loss_cls: 0.3115 d2.loss_bbox: 0.6189 d3.loss_cls: 0.3040 d3.loss_bbox: 0.6099 d4.loss_cls: 0.3000 d4.loss_bbox: 0.6039 2022/12/23 17:42:52 - mmengine - INFO - Epoch(train) [12][ 850/4689] lr: 1.1305e-04 eta: 20:59:59 time: 1.2563 data_time: 0.0666 memory: 14432 grad_norm: 62.5215 loss: 5.7597 loss_cls: 0.3074 loss_bbox: 0.6071 d0.loss_cls: 0.3728 d0.loss_bbox: 0.6987 d1.loss_cls: 0.3371 d1.loss_bbox: 0.6430 d2.loss_cls: 0.3232 d2.loss_bbox: 0.6231 d3.loss_cls: 0.3142 d3.loss_bbox: 0.6153 d4.loss_cls: 0.3100 d4.loss_bbox: 0.6079 2022/12/23 17:43:54 - mmengine - INFO - Epoch(train) [12][ 900/4689] lr: 1.1305e-04 eta: 20:58:55 time: 1.2515 data_time: 0.0616 memory: 14432 grad_norm: 54.0311 loss: 5.6620 loss_cls: 0.3024 loss_bbox: 0.5979 d0.loss_cls: 0.3624 d0.loss_bbox: 0.6857 d1.loss_cls: 0.3324 d1.loss_bbox: 0.6366 d2.loss_cls: 0.3174 d2.loss_bbox: 0.6119 d3.loss_cls: 0.3083 d3.loss_bbox: 0.6039 d4.loss_cls: 0.3050 d4.loss_bbox: 0.5981 2022/12/23 17:44:57 - mmengine - INFO - Epoch(train) [12][ 950/4689] lr: 1.1305e-04 eta: 20:57:52 time: 1.2484 data_time: 0.0616 memory: 14432 grad_norm: 64.4836 loss: 5.6579 loss_cls: 0.2968 loss_bbox: 0.6033 d0.loss_cls: 0.3617 d0.loss_bbox: 0.6838 d1.loss_cls: 0.3301 d1.loss_bbox: 0.6340 d2.loss_cls: 0.3174 d2.loss_bbox: 0.6138 d3.loss_cls: 0.3057 d3.loss_bbox: 0.6079 d4.loss_cls: 0.2999 d4.loss_bbox: 0.6036 2022/12/23 17:46:00 - mmengine - INFO - Epoch(train) [12][1000/4689] lr: 1.1305e-04 eta: 20:56:49 time: 1.2662 data_time: 0.0680 memory: 14432 grad_norm: 67.1010 loss: 5.7082 loss_cls: 0.2989 loss_bbox: 0.6082 d0.loss_cls: 0.3606 d0.loss_bbox: 0.6980 d1.loss_cls: 0.3283 d1.loss_bbox: 0.6481 d2.loss_cls: 0.3161 d2.loss_bbox: 0.6201 d3.loss_cls: 0.3070 d3.loss_bbox: 0.6134 d4.loss_cls: 0.3004 d4.loss_bbox: 0.6089 2022/12/23 17:47:04 - mmengine - INFO - Epoch(train) [12][1050/4689] lr: 1.1305e-04 eta: 20:55:47 time: 1.2688 data_time: 0.0578 memory: 14432 grad_norm: 69.3798 loss: 5.6522 loss_cls: 0.2923 loss_bbox: 0.6034 d0.loss_cls: 0.3578 d0.loss_bbox: 0.6945 d1.loss_cls: 0.3270 d1.loss_bbox: 0.6396 d2.loss_cls: 0.3118 d2.loss_bbox: 0.6178 d3.loss_cls: 0.2992 d3.loss_bbox: 0.6108 d4.loss_cls: 0.2936 d4.loss_bbox: 0.6046 2022/12/23 17:48:06 - mmengine - INFO - Epoch(train) [12][1100/4689] lr: 1.1305e-04 eta: 20:54:44 time: 1.2541 data_time: 0.0615 memory: 14432 grad_norm: 58.3565 loss: 5.6691 loss_cls: 0.3034 loss_bbox: 0.5948 d0.loss_cls: 0.3717 d0.loss_bbox: 0.6839 d1.loss_cls: 0.3405 d1.loss_bbox: 0.6290 d2.loss_cls: 0.3209 d2.loss_bbox: 0.6108 d3.loss_cls: 0.3098 d3.loss_bbox: 0.6041 d4.loss_cls: 0.3050 d4.loss_bbox: 0.5953 2022/12/23 17:49:10 - mmengine - INFO - Epoch(train) [12][1150/4689] lr: 1.1305e-04 eta: 20:53:42 time: 1.2675 data_time: 0.0602 memory: 14432 grad_norm: 70.6917 loss: 5.6511 loss_cls: 0.3025 loss_bbox: 0.5954 d0.loss_cls: 0.3590 d0.loss_bbox: 0.6821 d1.loss_cls: 0.3352 d1.loss_bbox: 0.6294 d2.loss_cls: 0.3206 d2.loss_bbox: 0.6109 d3.loss_cls: 0.3116 d3.loss_bbox: 0.6028 d4.loss_cls: 0.3049 d4.loss_bbox: 0.5967 2022/12/23 17:50:13 - mmengine - INFO - Epoch(train) [12][1200/4689] lr: 1.1305e-04 eta: 20:52:39 time: 1.2603 data_time: 0.0595 memory: 14432 grad_norm: 63.8336 loss: 5.6491 loss_cls: 0.3016 loss_bbox: 0.5937 d0.loss_cls: 0.3660 d0.loss_bbox: 0.6794 d1.loss_cls: 0.3381 d1.loss_bbox: 0.6294 d2.loss_cls: 0.3230 d2.loss_bbox: 0.6079 d3.loss_cls: 0.3112 d3.loss_bbox: 0.5996 d4.loss_cls: 0.3036 d4.loss_bbox: 0.5955 2022/12/23 17:51:15 - mmengine - INFO - Epoch(train) [12][1250/4689] lr: 1.1305e-04 eta: 20:51:36 time: 1.2506 data_time: 0.0601 memory: 14432 grad_norm: 59.3741 loss: 5.7506 loss_cls: 0.3090 loss_bbox: 0.6059 d0.loss_cls: 0.3707 d0.loss_bbox: 0.6954 d1.loss_cls: 0.3409 d1.loss_bbox: 0.6392 d2.loss_cls: 0.3262 d2.loss_bbox: 0.6176 d3.loss_cls: 0.3160 d3.loss_bbox: 0.6114 d4.loss_cls: 0.3108 d4.loss_bbox: 0.6076 2022/12/23 17:52:18 - mmengine - INFO - Epoch(train) [12][1300/4689] lr: 1.1305e-04 eta: 20:50:33 time: 1.2620 data_time: 0.0772 memory: 14432 grad_norm: 72.1279 loss: 5.7996 loss_cls: 0.3100 loss_bbox: 0.6116 d0.loss_cls: 0.3717 d0.loss_bbox: 0.6992 d1.loss_cls: 0.3416 d1.loss_bbox: 0.6478 d2.loss_cls: 0.3293 d2.loss_bbox: 0.6257 d3.loss_cls: 0.3174 d3.loss_bbox: 0.6204 d4.loss_cls: 0.3131 d4.loss_bbox: 0.6118 2022/12/23 17:53:21 - mmengine - INFO - Epoch(train) [12][1350/4689] lr: 1.1305e-04 eta: 20:49:30 time: 1.2533 data_time: 0.0622 memory: 14432 grad_norm: 66.1655 loss: 5.6656 loss_cls: 0.3021 loss_bbox: 0.6001 d0.loss_cls: 0.3574 d0.loss_bbox: 0.6846 d1.loss_cls: 0.3286 d1.loss_bbox: 0.6374 d2.loss_cls: 0.3182 d2.loss_bbox: 0.6152 d3.loss_cls: 0.3076 d3.loss_bbox: 0.6083 d4.loss_cls: 0.3045 d4.loss_bbox: 0.6016 2022/12/23 17:54:24 - mmengine - INFO - Epoch(train) [12][1400/4689] lr: 1.1305e-04 eta: 20:48:27 time: 1.2510 data_time: 0.0613 memory: 14432 grad_norm: 60.4884 loss: 5.6593 loss_cls: 0.3039 loss_bbox: 0.5975 d0.loss_cls: 0.3582 d0.loss_bbox: 0.6897 d1.loss_cls: 0.3289 d1.loss_bbox: 0.6355 d2.loss_cls: 0.3168 d2.loss_bbox: 0.6130 d3.loss_cls: 0.3089 d3.loss_bbox: 0.6037 d4.loss_cls: 0.3057 d4.loss_bbox: 0.5976 2022/12/23 17:54:50 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 17:55:27 - mmengine - INFO - Epoch(train) [12][1450/4689] lr: 1.1305e-04 eta: 20:47:24 time: 1.2564 data_time: 0.0596 memory: 14432 grad_norm: 69.7404 loss: 5.7530 loss_cls: 0.3082 loss_bbox: 0.6059 d0.loss_cls: 0.3698 d0.loss_bbox: 0.6959 d1.loss_cls: 0.3384 d1.loss_bbox: 0.6436 d2.loss_cls: 0.3234 d2.loss_bbox: 0.6204 d3.loss_cls: 0.3174 d3.loss_bbox: 0.6118 d4.loss_cls: 0.3110 d4.loss_bbox: 0.6072 2022/12/23 17:56:30 - mmengine - INFO - Epoch(train) [12][1500/4689] lr: 1.1305e-04 eta: 20:46:21 time: 1.2607 data_time: 0.0610 memory: 14432 grad_norm: 58.9244 loss: 5.7046 loss_cls: 0.3050 loss_bbox: 0.6034 d0.loss_cls: 0.3590 d0.loss_bbox: 0.6937 d1.loss_cls: 0.3306 d1.loss_bbox: 0.6456 d2.loss_cls: 0.3202 d2.loss_bbox: 0.6166 d3.loss_cls: 0.3118 d3.loss_bbox: 0.6085 d4.loss_cls: 0.3063 d4.loss_bbox: 0.6038 2022/12/23 17:57:32 - mmengine - INFO - Epoch(train) [12][1550/4689] lr: 1.1305e-04 eta: 20:45:17 time: 1.2445 data_time: 0.0619 memory: 14432 grad_norm: 57.2358 loss: 5.7068 loss_cls: 0.3055 loss_bbox: 0.6032 d0.loss_cls: 0.3641 d0.loss_bbox: 0.6929 d1.loss_cls: 0.3354 d1.loss_bbox: 0.6344 d2.loss_cls: 0.3200 d2.loss_bbox: 0.6178 d3.loss_cls: 0.3134 d3.loss_bbox: 0.6091 d4.loss_cls: 0.3075 d4.loss_bbox: 0.6035 2022/12/23 17:58:35 - mmengine - INFO - Epoch(train) [12][1600/4689] lr: 1.1305e-04 eta: 20:44:14 time: 1.2535 data_time: 0.0624 memory: 14432 grad_norm: 72.3814 loss: 5.6737 loss_cls: 0.2991 loss_bbox: 0.5996 d0.loss_cls: 0.3633 d0.loss_bbox: 0.6945 d1.loss_cls: 0.3310 d1.loss_bbox: 0.6424 d2.loss_cls: 0.3143 d2.loss_bbox: 0.6184 d3.loss_cls: 0.3042 d3.loss_bbox: 0.6069 d4.loss_cls: 0.2997 d4.loss_bbox: 0.6004 2022/12/23 17:59:38 - mmengine - INFO - Epoch(train) [12][1650/4689] lr: 1.1305e-04 eta: 20:43:12 time: 1.2745 data_time: 0.0655 memory: 14432 grad_norm: 58.6664 loss: 5.7498 loss_cls: 0.3077 loss_bbox: 0.6065 d0.loss_cls: 0.3670 d0.loss_bbox: 0.6971 d1.loss_cls: 0.3395 d1.loss_bbox: 0.6395 d2.loss_cls: 0.3251 d2.loss_bbox: 0.6204 d3.loss_cls: 0.3179 d3.loss_bbox: 0.6115 d4.loss_cls: 0.3107 d4.loss_bbox: 0.6069 2022/12/23 18:00:43 - mmengine - INFO - Epoch(train) [12][1700/4689] lr: 1.1305e-04 eta: 20:42:11 time: 1.2890 data_time: 0.0783 memory: 14432 grad_norm: 64.7996 loss: 5.6456 loss_cls: 0.3002 loss_bbox: 0.5970 d0.loss_cls: 0.3640 d0.loss_bbox: 0.6821 d1.loss_cls: 0.3351 d1.loss_bbox: 0.6295 d2.loss_cls: 0.3189 d2.loss_bbox: 0.6088 d3.loss_cls: 0.3090 d3.loss_bbox: 0.6016 d4.loss_cls: 0.3029 d4.loss_bbox: 0.5966 2022/12/23 18:01:46 - mmengine - INFO - Epoch(train) [12][1750/4689] lr: 1.1305e-04 eta: 20:41:09 time: 1.2732 data_time: 0.0672 memory: 14432 grad_norm: 60.6102 loss: 5.6731 loss_cls: 0.3075 loss_bbox: 0.5938 d0.loss_cls: 0.3648 d0.loss_bbox: 0.6846 d1.loss_cls: 0.3345 d1.loss_bbox: 0.6342 d2.loss_cls: 0.3230 d2.loss_bbox: 0.6095 d3.loss_cls: 0.3136 d3.loss_bbox: 0.6024 d4.loss_cls: 0.3089 d4.loss_bbox: 0.5964 2022/12/23 18:02:50 - mmengine - INFO - Epoch(train) [12][1800/4689] lr: 1.1305e-04 eta: 20:40:07 time: 1.2626 data_time: 0.0645 memory: 14432 grad_norm: 63.6174 loss: 5.8984 loss_cls: 0.3298 loss_bbox: 0.6091 d0.loss_cls: 0.3884 d0.loss_bbox: 0.6988 d1.loss_cls: 0.3615 d1.loss_bbox: 0.6436 d2.loss_cls: 0.3427 d2.loss_bbox: 0.6288 d3.loss_cls: 0.3349 d3.loss_bbox: 0.6186 d4.loss_cls: 0.3304 d4.loss_bbox: 0.6117 2022/12/23 18:03:53 - mmengine - INFO - Epoch(train) [12][1850/4689] lr: 1.1305e-04 eta: 20:39:05 time: 1.2743 data_time: 0.0650 memory: 14432 grad_norm: 57.4382 loss: 5.6477 loss_cls: 0.3068 loss_bbox: 0.5910 d0.loss_cls: 0.3652 d0.loss_bbox: 0.6797 d1.loss_cls: 0.3352 d1.loss_bbox: 0.6289 d2.loss_cls: 0.3202 d2.loss_bbox: 0.6088 d3.loss_cls: 0.3130 d3.loss_bbox: 0.5979 d4.loss_cls: 0.3076 d4.loss_bbox: 0.5933 2022/12/23 18:04:57 - mmengine - INFO - Epoch(train) [12][1900/4689] lr: 1.1305e-04 eta: 20:38:02 time: 1.2717 data_time: 0.0624 memory: 14432 grad_norm: 64.0900 loss: 5.6682 loss_cls: 0.3100 loss_bbox: 0.5928 d0.loss_cls: 0.3685 d0.loss_bbox: 0.6801 d1.loss_cls: 0.3411 d1.loss_bbox: 0.6246 d2.loss_cls: 0.3248 d2.loss_bbox: 0.6060 d3.loss_cls: 0.3174 d3.loss_bbox: 0.5979 d4.loss_cls: 0.3123 d4.loss_bbox: 0.5927 2022/12/23 18:06:00 - mmengine - INFO - Epoch(train) [12][1950/4689] lr: 1.1305e-04 eta: 20:37:00 time: 1.2692 data_time: 0.0605 memory: 14432 grad_norm: 55.4104 loss: 5.7352 loss_cls: 0.3040 loss_bbox: 0.6076 d0.loss_cls: 0.3637 d0.loss_bbox: 0.6960 d1.loss_cls: 0.3342 d1.loss_bbox: 0.6455 d2.loss_cls: 0.3183 d2.loss_bbox: 0.6252 d3.loss_cls: 0.3090 d3.loss_bbox: 0.6174 d4.loss_cls: 0.3043 d4.loss_bbox: 0.6100 2022/12/23 18:07:03 - mmengine - INFO - Epoch(train) [12][2000/4689] lr: 1.1305e-04 eta: 20:35:57 time: 1.2533 data_time: 0.0681 memory: 14432 grad_norm: 66.2829 loss: 5.7896 loss_cls: 0.3110 loss_bbox: 0.6083 d0.loss_cls: 0.3694 d0.loss_bbox: 0.7041 d1.loss_cls: 0.3419 d1.loss_bbox: 0.6482 d2.loss_cls: 0.3272 d2.loss_bbox: 0.6242 d3.loss_cls: 0.3181 d3.loss_bbox: 0.6153 d4.loss_cls: 0.3126 d4.loss_bbox: 0.6095 2022/12/23 18:08:05 - mmengine - INFO - Epoch(train) [12][2050/4689] lr: 1.1305e-04 eta: 20:34:54 time: 1.2468 data_time: 0.0609 memory: 14432 grad_norm: 59.8346 loss: 5.5742 loss_cls: 0.3001 loss_bbox: 0.5853 d0.loss_cls: 0.3609 d0.loss_bbox: 0.6728 d1.loss_cls: 0.3330 d1.loss_bbox: 0.6189 d2.loss_cls: 0.3169 d2.loss_bbox: 0.5980 d3.loss_cls: 0.3089 d3.loss_bbox: 0.5912 d4.loss_cls: 0.3025 d4.loss_bbox: 0.5858 2022/12/23 18:09:10 - mmengine - INFO - Epoch(train) [12][2100/4689] lr: 1.1305e-04 eta: 20:33:52 time: 1.2881 data_time: 0.0776 memory: 14432 grad_norm: 66.2429 loss: 5.5717 loss_cls: 0.2926 loss_bbox: 0.5930 d0.loss_cls: 0.3504 d0.loss_bbox: 0.6859 d1.loss_cls: 0.3220 d1.loss_bbox: 0.6316 d2.loss_cls: 0.3071 d2.loss_bbox: 0.6047 d3.loss_cls: 0.2994 d3.loss_bbox: 0.5973 d4.loss_cls: 0.2935 d4.loss_bbox: 0.5941 2022/12/23 18:10:12 - mmengine - INFO - Epoch(train) [12][2150/4689] lr: 1.1305e-04 eta: 20:32:49 time: 1.2482 data_time: 0.0597 memory: 14432 grad_norm: 68.9646 loss: 5.8384 loss_cls: 0.3190 loss_bbox: 0.6148 d0.loss_cls: 0.3727 d0.loss_bbox: 0.6982 d1.loss_cls: 0.3454 d1.loss_bbox: 0.6492 d2.loss_cls: 0.3314 d2.loss_bbox: 0.6284 d3.loss_cls: 0.3240 d3.loss_bbox: 0.6194 d4.loss_cls: 0.3207 d4.loss_bbox: 0.6151 2022/12/23 18:11:15 - mmengine - INFO - Epoch(train) [12][2200/4689] lr: 1.1305e-04 eta: 20:31:46 time: 1.2530 data_time: 0.0611 memory: 14432 grad_norm: 65.5439 loss: 5.7172 loss_cls: 0.3064 loss_bbox: 0.6038 d0.loss_cls: 0.3651 d0.loss_bbox: 0.6800 d1.loss_cls: 0.3401 d1.loss_bbox: 0.6369 d2.loss_cls: 0.3282 d2.loss_bbox: 0.6161 d3.loss_cls: 0.3150 d3.loss_bbox: 0.6112 d4.loss_cls: 0.3113 d4.loss_bbox: 0.6031 2022/12/23 18:12:17 - mmengine - INFO - Epoch(train) [12][2250/4689] lr: 1.1305e-04 eta: 20:30:42 time: 1.2451 data_time: 0.0631 memory: 14432 grad_norm: 65.0936 loss: 5.6828 loss_cls: 0.3052 loss_bbox: 0.5955 d0.loss_cls: 0.3705 d0.loss_bbox: 0.6892 d1.loss_cls: 0.3382 d1.loss_bbox: 0.6305 d2.loss_cls: 0.3244 d2.loss_bbox: 0.6093 d3.loss_cls: 0.3155 d3.loss_bbox: 0.6006 d4.loss_cls: 0.3083 d4.loss_bbox: 0.5956 2022/12/23 18:13:18 - mmengine - INFO - Epoch(train) [12][2300/4689] lr: 1.1305e-04 eta: 20:29:38 time: 1.2268 data_time: 0.0638 memory: 14432 grad_norm: 62.8293 loss: 5.7300 loss_cls: 0.3020 loss_bbox: 0.6078 d0.loss_cls: 0.3707 d0.loss_bbox: 0.6906 d1.loss_cls: 0.3393 d1.loss_bbox: 0.6410 d2.loss_cls: 0.3221 d2.loss_bbox: 0.6198 d3.loss_cls: 0.3118 d3.loss_bbox: 0.6125 d4.loss_cls: 0.3063 d4.loss_bbox: 0.6061 2022/12/23 18:14:20 - mmengine - INFO - Epoch(train) [12][2350/4689] lr: 1.1305e-04 eta: 20:28:34 time: 1.2385 data_time: 0.0572 memory: 14432 grad_norm: 75.7672 loss: 5.7312 loss_cls: 0.2989 loss_bbox: 0.6115 d0.loss_cls: 0.3590 d0.loss_bbox: 0.7050 d1.loss_cls: 0.3316 d1.loss_bbox: 0.6481 d2.loss_cls: 0.3154 d2.loss_bbox: 0.6267 d3.loss_cls: 0.3066 d3.loss_bbox: 0.6164 d4.loss_cls: 0.3013 d4.loss_bbox: 0.6108 2022/12/23 18:15:23 - mmengine - INFO - Epoch(train) [12][2400/4689] lr: 1.1305e-04 eta: 20:27:31 time: 1.2565 data_time: 0.0670 memory: 14432 grad_norm: 63.9037 loss: 5.6379 loss_cls: 0.2999 loss_bbox: 0.5969 d0.loss_cls: 0.3647 d0.loss_bbox: 0.6790 d1.loss_cls: 0.3324 d1.loss_bbox: 0.6290 d2.loss_cls: 0.3202 d2.loss_bbox: 0.6070 d3.loss_cls: 0.3082 d3.loss_bbox: 0.6022 d4.loss_cls: 0.3026 d4.loss_bbox: 0.5957 2022/12/23 18:15:50 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 18:16:26 - mmengine - INFO - Epoch(train) [12][2450/4689] lr: 1.1305e-04 eta: 20:26:27 time: 1.2484 data_time: 0.0629 memory: 14432 grad_norm: 65.2843 loss: 5.6496 loss_cls: 0.2987 loss_bbox: 0.5960 d0.loss_cls: 0.3604 d0.loss_bbox: 0.6878 d1.loss_cls: 0.3330 d1.loss_bbox: 0.6345 d2.loss_cls: 0.3160 d2.loss_bbox: 0.6132 d3.loss_cls: 0.3068 d3.loss_bbox: 0.6044 d4.loss_cls: 0.3011 d4.loss_bbox: 0.5977 2022/12/23 18:17:31 - mmengine - INFO - Epoch(train) [12][2500/4689] lr: 1.1305e-04 eta: 20:25:27 time: 1.3060 data_time: 0.0787 memory: 14432 grad_norm: 61.0857 loss: 5.7038 loss_cls: 0.3068 loss_bbox: 0.5994 d0.loss_cls: 0.3670 d0.loss_bbox: 0.6907 d1.loss_cls: 0.3347 d1.loss_bbox: 0.6392 d2.loss_cls: 0.3198 d2.loss_bbox: 0.6163 d3.loss_cls: 0.3136 d3.loss_bbox: 0.6066 d4.loss_cls: 0.3102 d4.loss_bbox: 0.5992 2022/12/23 18:18:34 - mmengine - INFO - Epoch(train) [12][2550/4689] lr: 1.1305e-04 eta: 20:24:24 time: 1.2579 data_time: 0.0636 memory: 14432 grad_norm: 67.5760 loss: 5.6458 loss_cls: 0.2955 loss_bbox: 0.6014 d0.loss_cls: 0.3617 d0.loss_bbox: 0.6892 d1.loss_cls: 0.3291 d1.loss_bbox: 0.6337 d2.loss_cls: 0.3134 d2.loss_bbox: 0.6134 d3.loss_cls: 0.3040 d3.loss_bbox: 0.6062 d4.loss_cls: 0.2983 d4.loss_bbox: 0.6000 2022/12/23 18:19:36 - mmengine - INFO - Epoch(train) [12][2600/4689] lr: 1.1305e-04 eta: 20:23:21 time: 1.2482 data_time: 0.0591 memory: 14432 grad_norm: 73.1912 loss: 5.6283 loss_cls: 0.2961 loss_bbox: 0.5952 d0.loss_cls: 0.3616 d0.loss_bbox: 0.6875 d1.loss_cls: 0.3291 d1.loss_bbox: 0.6352 d2.loss_cls: 0.3115 d2.loss_bbox: 0.6123 d3.loss_cls: 0.3022 d3.loss_bbox: 0.6036 d4.loss_cls: 0.2971 d4.loss_bbox: 0.5968 2022/12/23 18:20:40 - mmengine - INFO - Epoch(train) [12][2650/4689] lr: 1.1305e-04 eta: 20:22:18 time: 1.2657 data_time: 0.0640 memory: 14432 grad_norm: 65.5966 loss: 5.8587 loss_cls: 0.3188 loss_bbox: 0.6171 d0.loss_cls: 0.3767 d0.loss_bbox: 0.6990 d1.loss_cls: 0.3507 d1.loss_bbox: 0.6495 d2.loss_cls: 0.3339 d2.loss_bbox: 0.6276 d3.loss_cls: 0.3247 d3.loss_bbox: 0.6226 d4.loss_cls: 0.3208 d4.loss_bbox: 0.6174 2022/12/23 18:21:43 - mmengine - INFO - Epoch(train) [12][2700/4689] lr: 1.1305e-04 eta: 20:21:16 time: 1.2700 data_time: 0.0693 memory: 14432 grad_norm: 60.0681 loss: 5.4779 loss_cls: 0.2822 loss_bbox: 0.5876 d0.loss_cls: 0.3429 d0.loss_bbox: 0.6790 d1.loss_cls: 0.3136 d1.loss_bbox: 0.6223 d2.loss_cls: 0.2959 d2.loss_bbox: 0.6010 d3.loss_cls: 0.2865 d3.loss_bbox: 0.5952 d4.loss_cls: 0.2830 d4.loss_bbox: 0.5889 2022/12/23 18:22:46 - mmengine - INFO - Epoch(train) [12][2750/4689] lr: 1.1305e-04 eta: 20:20:13 time: 1.2538 data_time: 0.0648 memory: 14432 grad_norm: 70.8027 loss: 5.5943 loss_cls: 0.2905 loss_bbox: 0.5971 d0.loss_cls: 0.3568 d0.loss_bbox: 0.6819 d1.loss_cls: 0.3249 d1.loss_bbox: 0.6305 d2.loss_cls: 0.3058 d2.loss_bbox: 0.6125 d3.loss_cls: 0.2992 d3.loss_bbox: 0.6039 d4.loss_cls: 0.2926 d4.loss_bbox: 0.5985 2022/12/23 18:23:48 - mmengine - INFO - Epoch(train) [12][2800/4689] lr: 1.1305e-04 eta: 20:19:09 time: 1.2464 data_time: 0.0643 memory: 14432 grad_norm: 60.8404 loss: 5.7479 loss_cls: 0.3044 loss_bbox: 0.6101 d0.loss_cls: 0.3650 d0.loss_bbox: 0.6984 d1.loss_cls: 0.3340 d1.loss_bbox: 0.6470 d2.loss_cls: 0.3204 d2.loss_bbox: 0.6239 d3.loss_cls: 0.3110 d3.loss_bbox: 0.6163 d4.loss_cls: 0.3044 d4.loss_bbox: 0.6132 2022/12/23 18:24:51 - mmengine - INFO - Epoch(train) [12][2850/4689] lr: 1.1305e-04 eta: 20:18:07 time: 1.2587 data_time: 0.0637 memory: 14432 grad_norm: 66.0254 loss: 5.6924 loss_cls: 0.3088 loss_bbox: 0.5958 d0.loss_cls: 0.3679 d0.loss_bbox: 0.6831 d1.loss_cls: 0.3377 d1.loss_bbox: 0.6346 d2.loss_cls: 0.3266 d2.loss_bbox: 0.6103 d3.loss_cls: 0.3157 d3.loss_bbox: 0.6041 d4.loss_cls: 0.3119 d4.loss_bbox: 0.5958 2022/12/23 18:25:55 - mmengine - INFO - Epoch(train) [12][2900/4689] lr: 1.1305e-04 eta: 20:17:05 time: 1.2801 data_time: 0.0797 memory: 14432 grad_norm: 64.6403 loss: 5.7049 loss_cls: 0.3024 loss_bbox: 0.6028 d0.loss_cls: 0.3653 d0.loss_bbox: 0.6920 d1.loss_cls: 0.3340 d1.loss_bbox: 0.6421 d2.loss_cls: 0.3198 d2.loss_bbox: 0.6194 d3.loss_cls: 0.3091 d3.loss_bbox: 0.6094 d4.loss_cls: 0.3051 d4.loss_bbox: 0.6035 2022/12/23 18:26:58 - mmengine - INFO - Epoch(train) [12][2950/4689] lr: 1.1305e-04 eta: 20:16:02 time: 1.2525 data_time: 0.0643 memory: 14432 grad_norm: 71.3837 loss: 5.5502 loss_cls: 0.2935 loss_bbox: 0.5862 d0.loss_cls: 0.3568 d0.loss_bbox: 0.6762 d1.loss_cls: 0.3284 d1.loss_bbox: 0.6214 d2.loss_cls: 0.3095 d2.loss_bbox: 0.5992 d3.loss_cls: 0.2998 d3.loss_bbox: 0.5954 d4.loss_cls: 0.2962 d4.loss_bbox: 0.5877 2022/12/23 18:28:02 - mmengine - INFO - Epoch(train) [12][3000/4689] lr: 1.1305e-04 eta: 20:15:00 time: 1.2751 data_time: 0.0647 memory: 14432 grad_norm: 54.1794 loss: 5.5282 loss_cls: 0.2915 loss_bbox: 0.5856 d0.loss_cls: 0.3475 d0.loss_bbox: 0.6790 d1.loss_cls: 0.3216 d1.loss_bbox: 0.6232 d2.loss_cls: 0.3070 d2.loss_bbox: 0.6029 d3.loss_cls: 0.2969 d3.loss_bbox: 0.5938 d4.loss_cls: 0.2937 d4.loss_bbox: 0.5855 2022/12/23 18:29:05 - mmengine - INFO - Epoch(train) [12][3050/4689] lr: 1.1305e-04 eta: 20:13:57 time: 1.2647 data_time: 0.0644 memory: 14432 grad_norm: 56.4959 loss: 5.6341 loss_cls: 0.2964 loss_bbox: 0.5978 d0.loss_cls: 0.3532 d0.loss_bbox: 0.6939 d1.loss_cls: 0.3223 d1.loss_bbox: 0.6375 d2.loss_cls: 0.3105 d2.loss_bbox: 0.6150 d3.loss_cls: 0.3027 d3.loss_bbox: 0.6064 d4.loss_cls: 0.2992 d4.loss_bbox: 0.5992 2022/12/23 18:30:08 - mmengine - INFO - Epoch(train) [12][3100/4689] lr: 1.1305e-04 eta: 20:12:55 time: 1.2659 data_time: 0.0661 memory: 14432 grad_norm: 60.8379 loss: 5.7627 loss_cls: 0.3197 loss_bbox: 0.5945 d0.loss_cls: 0.3799 d0.loss_bbox: 0.6911 d1.loss_cls: 0.3495 d1.loss_bbox: 0.6351 d2.loss_cls: 0.3350 d2.loss_bbox: 0.6116 d3.loss_cls: 0.3245 d3.loss_bbox: 0.6038 d4.loss_cls: 0.3219 d4.loss_bbox: 0.5961 2022/12/23 18:31:10 - mmengine - INFO - Epoch(train) [12][3150/4689] lr: 1.1305e-04 eta: 20:11:51 time: 1.2426 data_time: 0.0640 memory: 14432 grad_norm: 58.6660 loss: 5.5332 loss_cls: 0.2948 loss_bbox: 0.5820 d0.loss_cls: 0.3573 d0.loss_bbox: 0.6751 d1.loss_cls: 0.3267 d1.loss_bbox: 0.6179 d2.loss_cls: 0.3104 d2.loss_bbox: 0.5979 d3.loss_cls: 0.3013 d3.loss_bbox: 0.5899 d4.loss_cls: 0.2973 d4.loss_bbox: 0.5826 2022/12/23 18:32:14 - mmengine - INFO - Epoch(train) [12][3200/4689] lr: 1.1305e-04 eta: 20:10:49 time: 1.2822 data_time: 0.0646 memory: 14432 grad_norm: 65.2787 loss: 5.7098 loss_cls: 0.3083 loss_bbox: 0.6002 d0.loss_cls: 0.3578 d0.loss_bbox: 0.6978 d1.loss_cls: 0.3336 d1.loss_bbox: 0.6380 d2.loss_cls: 0.3214 d2.loss_bbox: 0.6178 d3.loss_cls: 0.3133 d3.loss_bbox: 0.6094 d4.loss_cls: 0.3090 d4.loss_bbox: 0.6031 2022/12/23 18:33:16 - mmengine - INFO - Epoch(train) [12][3250/4689] lr: 1.1305e-04 eta: 20:09:46 time: 1.2392 data_time: 0.0571 memory: 14432 grad_norm: 62.4361 loss: 5.8956 loss_cls: 0.3207 loss_bbox: 0.6201 d0.loss_cls: 0.3781 d0.loss_bbox: 0.7088 d1.loss_cls: 0.3493 d1.loss_bbox: 0.6534 d2.loss_cls: 0.3331 d2.loss_bbox: 0.6344 d3.loss_cls: 0.3243 d3.loss_bbox: 0.6292 d4.loss_cls: 0.3227 d4.loss_bbox: 0.6215 2022/12/23 18:34:20 - mmengine - INFO - Epoch(train) [12][3300/4689] lr: 1.1305e-04 eta: 20:08:43 time: 1.2687 data_time: 0.0706 memory: 14432 grad_norm: 60.2593 loss: 5.5874 loss_cls: 0.2961 loss_bbox: 0.5898 d0.loss_cls: 0.3578 d0.loss_bbox: 0.6808 d1.loss_cls: 0.3257 d1.loss_bbox: 0.6280 d2.loss_cls: 0.3143 d2.loss_bbox: 0.6058 d3.loss_cls: 0.3042 d3.loss_bbox: 0.5968 d4.loss_cls: 0.2997 d4.loss_bbox: 0.5883 2022/12/23 18:35:23 - mmengine - INFO - Epoch(train) [12][3350/4689] lr: 1.1305e-04 eta: 20:07:40 time: 1.2555 data_time: 0.0626 memory: 14432 grad_norm: 60.4914 loss: 5.6634 loss_cls: 0.3057 loss_bbox: 0.5932 d0.loss_cls: 0.3644 d0.loss_bbox: 0.6886 d1.loss_cls: 0.3340 d1.loss_bbox: 0.6333 d2.loss_cls: 0.3202 d2.loss_bbox: 0.6117 d3.loss_cls: 0.3116 d3.loss_bbox: 0.6005 d4.loss_cls: 0.3080 d4.loss_bbox: 0.5922 2022/12/23 18:36:26 - mmengine - INFO - Epoch(train) [12][3400/4689] lr: 1.1305e-04 eta: 20:06:38 time: 1.2680 data_time: 0.0666 memory: 14432 grad_norm: 68.7823 loss: 5.6690 loss_cls: 0.2952 loss_bbox: 0.6046 d0.loss_cls: 0.3603 d0.loss_bbox: 0.6933 d1.loss_cls: 0.3269 d1.loss_bbox: 0.6385 d2.loss_cls: 0.3135 d2.loss_bbox: 0.6184 d3.loss_cls: 0.3027 d3.loss_bbox: 0.6115 d4.loss_cls: 0.2968 d4.loss_bbox: 0.6074 2022/12/23 18:36:52 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 18:37:30 - mmengine - INFO - Epoch(train) [12][3450/4689] lr: 1.1305e-04 eta: 20:05:36 time: 1.2707 data_time: 0.0531 memory: 14432 grad_norm: 67.7811 loss: 5.6202 loss_cls: 0.3014 loss_bbox: 0.5911 d0.loss_cls: 0.3613 d0.loss_bbox: 0.6836 d1.loss_cls: 0.3305 d1.loss_bbox: 0.6291 d2.loss_cls: 0.3157 d2.loss_bbox: 0.6074 d3.loss_cls: 0.3081 d3.loss_bbox: 0.5983 d4.loss_cls: 0.3030 d4.loss_bbox: 0.5905 2022/12/23 18:38:33 - mmengine - INFO - Epoch(train) [12][3500/4689] lr: 1.1305e-04 eta: 20:04:33 time: 1.2723 data_time: 0.0595 memory: 14432 grad_norm: 70.3085 loss: 5.5147 loss_cls: 0.2909 loss_bbox: 0.5843 d0.loss_cls: 0.3515 d0.loss_bbox: 0.6745 d1.loss_cls: 0.3209 d1.loss_bbox: 0.6207 d2.loss_cls: 0.3060 d2.loss_bbox: 0.5981 d3.loss_cls: 0.2972 d3.loss_bbox: 0.5913 d4.loss_cls: 0.2916 d4.loss_bbox: 0.5878 2022/12/23 18:39:35 - mmengine - INFO - Epoch(train) [12][3550/4689] lr: 1.1305e-04 eta: 20:03:30 time: 1.2422 data_time: 0.0604 memory: 14432 grad_norm: 59.2599 loss: 5.7051 loss_cls: 0.2994 loss_bbox: 0.6055 d0.loss_cls: 0.3574 d0.loss_bbox: 0.7033 d1.loss_cls: 0.3269 d1.loss_bbox: 0.6473 d2.loss_cls: 0.3144 d2.loss_bbox: 0.6224 d3.loss_cls: 0.3062 d3.loss_bbox: 0.6138 d4.loss_cls: 0.3025 d4.loss_bbox: 0.6058 2022/12/23 18:40:38 - mmengine - INFO - Epoch(train) [12][3600/4689] lr: 1.1305e-04 eta: 20:02:26 time: 1.2501 data_time: 0.0702 memory: 14432 grad_norm: 59.4397 loss: 5.5660 loss_cls: 0.3000 loss_bbox: 0.5856 d0.loss_cls: 0.3654 d0.loss_bbox: 0.6735 d1.loss_cls: 0.3304 d1.loss_bbox: 0.6186 d2.loss_cls: 0.3133 d2.loss_bbox: 0.5981 d3.loss_cls: 0.3068 d3.loss_bbox: 0.5880 d4.loss_cls: 0.3024 d4.loss_bbox: 0.5840 2022/12/23 18:41:41 - mmengine - INFO - Epoch(train) [12][3650/4689] lr: 1.1305e-04 eta: 20:01:24 time: 1.2668 data_time: 0.0593 memory: 14432 grad_norm: 58.2113 loss: 5.5086 loss_cls: 0.2869 loss_bbox: 0.5894 d0.loss_cls: 0.3474 d0.loss_bbox: 0.6739 d1.loss_cls: 0.3175 d1.loss_bbox: 0.6238 d2.loss_cls: 0.3017 d2.loss_bbox: 0.6019 d3.loss_cls: 0.2935 d3.loss_bbox: 0.5947 d4.loss_cls: 0.2895 d4.loss_bbox: 0.5884 2022/12/23 18:42:44 - mmengine - INFO - Epoch(train) [12][3700/4689] lr: 1.1305e-04 eta: 20:00:21 time: 1.2642 data_time: 0.0706 memory: 14432 grad_norm: 65.9168 loss: 5.5938 loss_cls: 0.2994 loss_bbox: 0.5879 d0.loss_cls: 0.3656 d0.loss_bbox: 0.6773 d1.loss_cls: 0.3299 d1.loss_bbox: 0.6250 d2.loss_cls: 0.3157 d2.loss_bbox: 0.6017 d3.loss_cls: 0.3079 d3.loss_bbox: 0.5924 d4.loss_cls: 0.3044 d4.loss_bbox: 0.5865 2022/12/23 18:43:48 - mmengine - INFO - Epoch(train) [12][3750/4689] lr: 1.1305e-04 eta: 19:59:20 time: 1.2812 data_time: 0.0652 memory: 14432 grad_norm: 55.2490 loss: 5.6015 loss_cls: 0.2910 loss_bbox: 0.5969 d0.loss_cls: 0.3560 d0.loss_bbox: 0.6855 d1.loss_cls: 0.3234 d1.loss_bbox: 0.6340 d2.loss_cls: 0.3093 d2.loss_bbox: 0.6099 d3.loss_cls: 0.2993 d3.loss_bbox: 0.6040 d4.loss_cls: 0.2954 d4.loss_bbox: 0.5968 2022/12/23 18:44:52 - mmengine - INFO - Epoch(train) [12][3800/4689] lr: 1.1305e-04 eta: 19:58:18 time: 1.2764 data_time: 0.0723 memory: 14432 grad_norm: 75.4647 loss: 5.8387 loss_cls: 0.3121 loss_bbox: 0.6173 d0.loss_cls: 0.3754 d0.loss_bbox: 0.7012 d1.loss_cls: 0.3449 d1.loss_bbox: 0.6508 d2.loss_cls: 0.3313 d2.loss_bbox: 0.6318 d3.loss_cls: 0.3203 d3.loss_bbox: 0.6229 d4.loss_cls: 0.3154 d4.loss_bbox: 0.6154 2022/12/23 18:45:55 - mmengine - INFO - Epoch(train) [12][3850/4689] lr: 1.1305e-04 eta: 19:57:15 time: 1.2602 data_time: 0.0614 memory: 14432 grad_norm: 66.7669 loss: 5.6081 loss_cls: 0.2971 loss_bbox: 0.5942 d0.loss_cls: 0.3623 d0.loss_bbox: 0.6783 d1.loss_cls: 0.3302 d1.loss_bbox: 0.6278 d2.loss_cls: 0.3133 d2.loss_bbox: 0.6071 d3.loss_cls: 0.3037 d3.loss_bbox: 0.5997 d4.loss_cls: 0.2988 d4.loss_bbox: 0.5955 2022/12/23 18:46:58 - mmengine - INFO - Epoch(train) [12][3900/4689] lr: 1.1305e-04 eta: 19:56:12 time: 1.2508 data_time: 0.0585 memory: 14432 grad_norm: 70.4420 loss: 5.6983 loss_cls: 0.3025 loss_bbox: 0.6020 d0.loss_cls: 0.3660 d0.loss_bbox: 0.6903 d1.loss_cls: 0.3343 d1.loss_bbox: 0.6399 d2.loss_cls: 0.3201 d2.loss_bbox: 0.6153 d3.loss_cls: 0.3104 d3.loss_bbox: 0.6098 d4.loss_cls: 0.3055 d4.loss_bbox: 0.6022 2022/12/23 18:48:00 - mmengine - INFO - Epoch(train) [12][3950/4689] lr: 1.1305e-04 eta: 19:55:08 time: 1.2411 data_time: 0.0640 memory: 14432 grad_norm: 67.9678 loss: 5.6057 loss_cls: 0.2959 loss_bbox: 0.5936 d0.loss_cls: 0.3574 d0.loss_bbox: 0.6852 d1.loss_cls: 0.3294 d1.loss_bbox: 0.6292 d2.loss_cls: 0.3109 d2.loss_bbox: 0.6087 d3.loss_cls: 0.3029 d3.loss_bbox: 0.6007 d4.loss_cls: 0.2980 d4.loss_bbox: 0.5937 2022/12/23 18:49:02 - mmengine - INFO - Epoch(train) [12][4000/4689] lr: 1.1305e-04 eta: 19:54:04 time: 1.2389 data_time: 0.0669 memory: 14432 grad_norm: 61.7354 loss: 5.7173 loss_cls: 0.2990 loss_bbox: 0.6126 d0.loss_cls: 0.3682 d0.loss_bbox: 0.6850 d1.loss_cls: 0.3372 d1.loss_bbox: 0.6375 d2.loss_cls: 0.3170 d2.loss_bbox: 0.6224 d3.loss_cls: 0.3062 d3.loss_bbox: 0.6182 d4.loss_cls: 0.3002 d4.loss_bbox: 0.6137 2022/12/23 18:50:05 - mmengine - INFO - Epoch(train) [12][4050/4689] lr: 1.1305e-04 eta: 19:53:01 time: 1.2563 data_time: 0.0630 memory: 14432 grad_norm: 58.0238 loss: 5.6017 loss_cls: 0.2967 loss_bbox: 0.5924 d0.loss_cls: 0.3585 d0.loss_bbox: 0.6829 d1.loss_cls: 0.3283 d1.loss_bbox: 0.6273 d2.loss_cls: 0.3128 d2.loss_bbox: 0.6082 d3.loss_cls: 0.3035 d3.loss_bbox: 0.5991 d4.loss_cls: 0.2983 d4.loss_bbox: 0.5937 2022/12/23 18:51:07 - mmengine - INFO - Epoch(train) [12][4100/4689] lr: 1.1305e-04 eta: 19:51:58 time: 1.2428 data_time: 0.0666 memory: 14432 grad_norm: 70.9135 loss: 5.5890 loss_cls: 0.2930 loss_bbox: 0.5917 d0.loss_cls: 0.3647 d0.loss_bbox: 0.6810 d1.loss_cls: 0.3302 d1.loss_bbox: 0.6256 d2.loss_cls: 0.3104 d2.loss_bbox: 0.6069 d3.loss_cls: 0.2990 d3.loss_bbox: 0.5995 d4.loss_cls: 0.2938 d4.loss_bbox: 0.5933 2022/12/23 18:52:09 - mmengine - INFO - Epoch(train) [12][4150/4689] lr: 1.1305e-04 eta: 19:50:54 time: 1.2515 data_time: 0.0588 memory: 14432 grad_norm: 61.3775 loss: 5.6032 loss_cls: 0.3007 loss_bbox: 0.5913 d0.loss_cls: 0.3593 d0.loss_bbox: 0.6786 d1.loss_cls: 0.3283 d1.loss_bbox: 0.6278 d2.loss_cls: 0.3168 d2.loss_bbox: 0.6040 d3.loss_cls: 0.3073 d3.loss_bbox: 0.5957 d4.loss_cls: 0.3014 d4.loss_bbox: 0.5920 2022/12/23 18:53:13 - mmengine - INFO - Epoch(train) [12][4200/4689] lr: 1.1305e-04 eta: 19:49:52 time: 1.2765 data_time: 0.0640 memory: 14432 grad_norm: 60.7141 loss: 5.6404 loss_cls: 0.3038 loss_bbox: 0.5954 d0.loss_cls: 0.3635 d0.loss_bbox: 0.6766 d1.loss_cls: 0.3340 d1.loss_bbox: 0.6250 d2.loss_cls: 0.3187 d2.loss_bbox: 0.6094 d3.loss_cls: 0.3100 d3.loss_bbox: 0.6028 d4.loss_cls: 0.3062 d4.loss_bbox: 0.5950 2022/12/23 18:54:17 - mmengine - INFO - Epoch(train) [12][4250/4689] lr: 1.1305e-04 eta: 19:48:50 time: 1.2664 data_time: 0.0679 memory: 14432 grad_norm: 67.8817 loss: 5.7328 loss_cls: 0.3091 loss_bbox: 0.6011 d0.loss_cls: 0.3718 d0.loss_bbox: 0.6941 d1.loss_cls: 0.3383 d1.loss_bbox: 0.6398 d2.loss_cls: 0.3269 d2.loss_bbox: 0.6152 d3.loss_cls: 0.3156 d3.loss_bbox: 0.6089 d4.loss_cls: 0.3115 d4.loss_bbox: 0.6005 2022/12/23 18:55:20 - mmengine - INFO - Epoch(train) [12][4300/4689] lr: 1.1305e-04 eta: 19:47:47 time: 1.2593 data_time: 0.0696 memory: 14432 grad_norm: 69.1554 loss: 5.6116 loss_cls: 0.3037 loss_bbox: 0.5845 d0.loss_cls: 0.3688 d0.loss_bbox: 0.6780 d1.loss_cls: 0.3368 d1.loss_bbox: 0.6231 d2.loss_cls: 0.3233 d2.loss_bbox: 0.5985 d3.loss_cls: 0.3123 d3.loss_bbox: 0.5912 d4.loss_cls: 0.3068 d4.loss_bbox: 0.5847 2022/12/23 18:56:24 - mmengine - INFO - Epoch(train) [12][4350/4689] lr: 1.1305e-04 eta: 19:46:45 time: 1.2799 data_time: 0.0693 memory: 14432 grad_norm: 54.6138 loss: 5.5751 loss_cls: 0.2947 loss_bbox: 0.5886 d0.loss_cls: 0.3573 d0.loss_bbox: 0.6841 d1.loss_cls: 0.3271 d1.loss_bbox: 0.6246 d2.loss_cls: 0.3125 d2.loss_bbox: 0.6025 d3.loss_cls: 0.3030 d3.loss_bbox: 0.5945 d4.loss_cls: 0.2984 d4.loss_bbox: 0.5877 2022/12/23 18:57:26 - mmengine - INFO - Epoch(train) [12][4400/4689] lr: 1.1305e-04 eta: 19:45:42 time: 1.2408 data_time: 0.0585 memory: 14432 grad_norm: 66.4821 loss: 5.6011 loss_cls: 0.2976 loss_bbox: 0.5927 d0.loss_cls: 0.3590 d0.loss_bbox: 0.6819 d1.loss_cls: 0.3273 d1.loss_bbox: 0.6274 d2.loss_cls: 0.3107 d2.loss_bbox: 0.6068 d3.loss_cls: 0.3040 d3.loss_bbox: 0.6001 d4.loss_cls: 0.2998 d4.loss_bbox: 0.5939 2022/12/23 18:57:53 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 18:58:28 - mmengine - INFO - Epoch(train) [12][4450/4689] lr: 1.1305e-04 eta: 19:44:39 time: 1.2550 data_time: 0.0665 memory: 14432 grad_norm: 57.8030 loss: 5.6391 loss_cls: 0.2968 loss_bbox: 0.5972 d0.loss_cls: 0.3622 d0.loss_bbox: 0.6841 d1.loss_cls: 0.3304 d1.loss_bbox: 0.6371 d2.loss_cls: 0.3137 d2.loss_bbox: 0.6122 d3.loss_cls: 0.3034 d3.loss_bbox: 0.6043 d4.loss_cls: 0.3004 d4.loss_bbox: 0.5973 2022/12/23 18:59:31 - mmengine - INFO - Epoch(train) [12][4500/4689] lr: 1.1305e-04 eta: 19:43:35 time: 1.2533 data_time: 0.0638 memory: 14432 grad_norm: 58.7133 loss: 5.6042 loss_cls: 0.2988 loss_bbox: 0.5899 d0.loss_cls: 0.3591 d0.loss_bbox: 0.6863 d1.loss_cls: 0.3254 d1.loss_bbox: 0.6316 d2.loss_cls: 0.3134 d2.loss_bbox: 0.6052 d3.loss_cls: 0.3034 d3.loss_bbox: 0.6000 d4.loss_cls: 0.2986 d4.loss_bbox: 0.5927 2022/12/23 19:00:34 - mmengine - INFO - Epoch(train) [12][4550/4689] lr: 1.1305e-04 eta: 19:42:33 time: 1.2624 data_time: 0.0599 memory: 14432 grad_norm: 63.2331 loss: 5.5780 loss_cls: 0.2943 loss_bbox: 0.5901 d0.loss_cls: 0.3516 d0.loss_bbox: 0.6856 d1.loss_cls: 0.3225 d1.loss_bbox: 0.6292 d2.loss_cls: 0.3125 d2.loss_bbox: 0.6056 d3.loss_cls: 0.3015 d3.loss_bbox: 0.5980 d4.loss_cls: 0.2968 d4.loss_bbox: 0.5904 2022/12/23 19:01:37 - mmengine - INFO - Epoch(train) [12][4600/4689] lr: 1.1305e-04 eta: 19:41:30 time: 1.2603 data_time: 0.0639 memory: 14432 grad_norm: 65.3572 loss: 5.5848 loss_cls: 0.3053 loss_bbox: 0.5787 d0.loss_cls: 0.3692 d0.loss_bbox: 0.6736 d1.loss_cls: 0.3368 d1.loss_bbox: 0.6176 d2.loss_cls: 0.3231 d2.loss_bbox: 0.5948 d3.loss_cls: 0.3118 d3.loss_bbox: 0.5867 d4.loss_cls: 0.3102 d4.loss_bbox: 0.5769 2022/12/23 19:02:40 - mmengine - INFO - Epoch(train) [12][4650/4689] lr: 1.1305e-04 eta: 19:40:27 time: 1.2577 data_time: 0.0634 memory: 14432 grad_norm: 63.8145 loss: 5.6293 loss_cls: 0.2994 loss_bbox: 0.5933 d0.loss_cls: 0.3621 d0.loss_bbox: 0.6860 d1.loss_cls: 0.3327 d1.loss_bbox: 0.6259 d2.loss_cls: 0.3171 d2.loss_bbox: 0.6069 d3.loss_cls: 0.3080 d3.loss_bbox: 0.6012 d4.loss_cls: 0.3034 d4.loss_bbox: 0.5934 2022/12/23 19:03:27 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 19:04:33 - mmengine - INFO - Epoch(train) [13][ 50/4689] lr: 1.0000e-04 eta: 19:38:36 time: 1.3169 data_time: 0.1173 memory: 14432 grad_norm: 64.0859 loss: 5.4906 loss_cls: 0.2871 loss_bbox: 0.5825 d0.loss_cls: 0.3473 d0.loss_bbox: 0.6727 d1.loss_cls: 0.3174 d1.loss_bbox: 0.6187 d2.loss_cls: 0.3036 d2.loss_bbox: 0.6017 d3.loss_cls: 0.2957 d3.loss_bbox: 0.5904 d4.loss_cls: 0.2896 d4.loss_bbox: 0.5838 2022/12/23 19:05:36 - mmengine - INFO - Epoch(train) [13][ 100/4689] lr: 1.0000e-04 eta: 19:37:33 time: 1.2622 data_time: 0.0580 memory: 14432 grad_norm: 63.7646 loss: 5.5786 loss_cls: 0.2991 loss_bbox: 0.5879 d0.loss_cls: 0.3580 d0.loss_bbox: 0.6743 d1.loss_cls: 0.3279 d1.loss_bbox: 0.6250 d2.loss_cls: 0.3166 d2.loss_bbox: 0.6028 d3.loss_cls: 0.3068 d3.loss_bbox: 0.5922 d4.loss_cls: 0.3015 d4.loss_bbox: 0.5865 2022/12/23 19:06:38 - mmengine - INFO - Epoch(train) [13][ 150/4689] lr: 1.0000e-04 eta: 19:36:29 time: 1.2325 data_time: 0.0603 memory: 14432 grad_norm: 64.4197 loss: 5.5324 loss_cls: 0.2967 loss_bbox: 0.5802 d0.loss_cls: 0.3549 d0.loss_bbox: 0.6744 d1.loss_cls: 0.3261 d1.loss_bbox: 0.6214 d2.loss_cls: 0.3138 d2.loss_bbox: 0.5951 d3.loss_cls: 0.3020 d3.loss_bbox: 0.5872 d4.loss_cls: 0.2979 d4.loss_bbox: 0.5828 2022/12/23 19:07:41 - mmengine - INFO - Epoch(train) [13][ 200/4689] lr: 1.0000e-04 eta: 19:35:26 time: 1.2636 data_time: 0.0578 memory: 14432 grad_norm: 71.5424 loss: 5.5988 loss_cls: 0.2943 loss_bbox: 0.5921 d0.loss_cls: 0.3619 d0.loss_bbox: 0.6812 d1.loss_cls: 0.3316 d1.loss_bbox: 0.6282 d2.loss_cls: 0.3168 d2.loss_bbox: 0.6023 d3.loss_cls: 0.3048 d3.loss_bbox: 0.5960 d4.loss_cls: 0.2988 d4.loss_bbox: 0.5909 2022/12/23 19:08:44 - mmengine - INFO - Epoch(train) [13][ 250/4689] lr: 1.0000e-04 eta: 19:34:24 time: 1.2587 data_time: 0.0569 memory: 14432 grad_norm: 59.7564 loss: 5.4472 loss_cls: 0.2902 loss_bbox: 0.5722 d0.loss_cls: 0.3523 d0.loss_bbox: 0.6598 d1.loss_cls: 0.3231 d1.loss_bbox: 0.6124 d2.loss_cls: 0.3083 d2.loss_bbox: 0.5881 d3.loss_cls: 0.3000 d3.loss_bbox: 0.5769 d4.loss_cls: 0.2934 d4.loss_bbox: 0.5706 2022/12/23 19:09:47 - mmengine - INFO - Epoch(train) [13][ 300/4689] lr: 1.0000e-04 eta: 19:33:21 time: 1.2605 data_time: 0.0569 memory: 14432 grad_norm: 53.1242 loss: 5.4759 loss_cls: 0.2859 loss_bbox: 0.5798 d0.loss_cls: 0.3452 d0.loss_bbox: 0.6784 d1.loss_cls: 0.3164 d1.loss_bbox: 0.6220 d2.loss_cls: 0.2999 d2.loss_bbox: 0.5988 d3.loss_cls: 0.2913 d3.loss_bbox: 0.5886 d4.loss_cls: 0.2868 d4.loss_bbox: 0.5828 2022/12/23 19:10:49 - mmengine - INFO - Epoch(train) [13][ 350/4689] lr: 1.0000e-04 eta: 19:32:17 time: 1.2487 data_time: 0.0585 memory: 14432 grad_norm: 76.8054 loss: 5.4798 loss_cls: 0.2866 loss_bbox: 0.5819 d0.loss_cls: 0.3501 d0.loss_bbox: 0.6741 d1.loss_cls: 0.3194 d1.loss_bbox: 0.6179 d2.loss_cls: 0.3012 d2.loss_bbox: 0.5960 d3.loss_cls: 0.2934 d3.loss_bbox: 0.5884 d4.loss_cls: 0.2886 d4.loss_bbox: 0.5822 2022/12/23 19:11:50 - mmengine - INFO - Epoch(train) [13][ 400/4689] lr: 1.0000e-04 eta: 19:31:13 time: 1.2182 data_time: 0.0552 memory: 14432 grad_norm: 67.3878 loss: 5.5534 loss_cls: 0.3005 loss_bbox: 0.5806 d0.loss_cls: 0.3608 d0.loss_bbox: 0.6697 d1.loss_cls: 0.3329 d1.loss_bbox: 0.6171 d2.loss_cls: 0.3209 d2.loss_bbox: 0.5926 d3.loss_cls: 0.3108 d3.loss_bbox: 0.5832 d4.loss_cls: 0.3042 d4.loss_bbox: 0.5803 2022/12/23 19:12:53 - mmengine - INFO - Epoch(train) [13][ 450/4689] lr: 1.0000e-04 eta: 19:30:10 time: 1.2559 data_time: 0.0625 memory: 14432 grad_norm: 65.6468 loss: 5.5052 loss_cls: 0.2901 loss_bbox: 0.5825 d0.loss_cls: 0.3493 d0.loss_bbox: 0.6764 d1.loss_cls: 0.3186 d1.loss_bbox: 0.6230 d2.loss_cls: 0.3052 d2.loss_bbox: 0.6000 d3.loss_cls: 0.2979 d3.loss_bbox: 0.5879 d4.loss_cls: 0.2927 d4.loss_bbox: 0.5816 2022/12/23 19:13:56 - mmengine - INFO - Epoch(train) [13][ 500/4689] lr: 1.0000e-04 eta: 19:29:07 time: 1.2571 data_time: 0.0530 memory: 14432 grad_norm: 62.2604 loss: 5.6155 loss_cls: 0.2965 loss_bbox: 0.5955 d0.loss_cls: 0.3599 d0.loss_bbox: 0.6850 d1.loss_cls: 0.3275 d1.loss_bbox: 0.6279 d2.loss_cls: 0.3154 d2.loss_bbox: 0.6065 d3.loss_cls: 0.3058 d3.loss_bbox: 0.6005 d4.loss_cls: 0.2989 d4.loss_bbox: 0.5961 2022/12/23 19:14:58 - mmengine - INFO - Epoch(train) [13][ 550/4689] lr: 1.0000e-04 eta: 19:28:03 time: 1.2494 data_time: 0.0593 memory: 14432 grad_norm: 62.1539 loss: 5.5171 loss_cls: 0.2934 loss_bbox: 0.5817 d0.loss_cls: 0.3480 d0.loss_bbox: 0.6801 d1.loss_cls: 0.3230 d1.loss_bbox: 0.6208 d2.loss_cls: 0.3057 d2.loss_bbox: 0.5985 d3.loss_cls: 0.2978 d3.loss_bbox: 0.5905 d4.loss_cls: 0.2956 d4.loss_bbox: 0.5820 2022/12/23 19:16:01 - mmengine - INFO - Epoch(train) [13][ 600/4689] lr: 1.0000e-04 eta: 19:27:00 time: 1.2426 data_time: 0.0589 memory: 14432 grad_norm: 60.9202 loss: 5.6410 loss_cls: 0.2977 loss_bbox: 0.5965 d0.loss_cls: 0.3641 d0.loss_bbox: 0.6849 d1.loss_cls: 0.3313 d1.loss_bbox: 0.6349 d2.loss_cls: 0.3161 d2.loss_bbox: 0.6109 d3.loss_cls: 0.3061 d3.loss_bbox: 0.6020 d4.loss_cls: 0.3004 d4.loss_bbox: 0.5960 2022/12/23 19:17:04 - mmengine - INFO - Epoch(train) [13][ 650/4689] lr: 1.0000e-04 eta: 19:25:58 time: 1.2717 data_time: 0.0638 memory: 14432 grad_norm: 59.4079 loss: 5.4303 loss_cls: 0.2897 loss_bbox: 0.5731 d0.loss_cls: 0.3454 d0.loss_bbox: 0.6659 d1.loss_cls: 0.3171 d1.loss_bbox: 0.6104 d2.loss_cls: 0.3025 d2.loss_bbox: 0.5882 d3.loss_cls: 0.2946 d3.loss_bbox: 0.5789 d4.loss_cls: 0.2915 d4.loss_bbox: 0.5728 2022/12/23 19:18:07 - mmengine - INFO - Epoch(train) [13][ 700/4689] lr: 1.0000e-04 eta: 19:24:54 time: 1.2508 data_time: 0.0633 memory: 14432 grad_norm: 79.8654 loss: 5.5670 loss_cls: 0.3043 loss_bbox: 0.5788 d0.loss_cls: 0.3622 d0.loss_bbox: 0.6733 d1.loss_cls: 0.3306 d1.loss_bbox: 0.6221 d2.loss_cls: 0.3196 d2.loss_bbox: 0.5943 d3.loss_cls: 0.3088 d3.loss_bbox: 0.5870 d4.loss_cls: 0.3062 d4.loss_bbox: 0.5798 2022/12/23 19:18:46 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 19:19:09 - mmengine - INFO - Epoch(train) [13][ 750/4689] lr: 1.0000e-04 eta: 19:23:51 time: 1.2528 data_time: 0.0636 memory: 14432 grad_norm: 67.9431 loss: 5.5512 loss_cls: 0.2997 loss_bbox: 0.5785 d0.loss_cls: 0.3702 d0.loss_bbox: 0.6720 d1.loss_cls: 0.3334 d1.loss_bbox: 0.6159 d2.loss_cls: 0.3187 d2.loss_bbox: 0.5903 d3.loss_cls: 0.3071 d3.loss_bbox: 0.5847 d4.loss_cls: 0.3030 d4.loss_bbox: 0.5778 2022/12/23 19:20:13 - mmengine - INFO - Epoch(train) [13][ 800/4689] lr: 1.0000e-04 eta: 19:22:49 time: 1.2735 data_time: 0.0563 memory: 14432 grad_norm: 65.3218 loss: 5.6505 loss_cls: 0.3103 loss_bbox: 0.5877 d0.loss_cls: 0.3695 d0.loss_bbox: 0.6786 d1.loss_cls: 0.3386 d1.loss_bbox: 0.6254 d2.loss_cls: 0.3253 d2.loss_bbox: 0.6039 d3.loss_cls: 0.3170 d3.loss_bbox: 0.5932 d4.loss_cls: 0.3133 d4.loss_bbox: 0.5877 2022/12/23 19:21:16 - mmengine - INFO - Epoch(train) [13][ 850/4689] lr: 1.0000e-04 eta: 19:21:46 time: 1.2535 data_time: 0.0612 memory: 14432 grad_norm: 66.5506 loss: 5.5044 loss_cls: 0.2915 loss_bbox: 0.5792 d0.loss_cls: 0.3535 d0.loss_bbox: 0.6751 d1.loss_cls: 0.3230 d1.loss_bbox: 0.6197 d2.loss_cls: 0.3096 d2.loss_bbox: 0.5948 d3.loss_cls: 0.3004 d3.loss_bbox: 0.5844 d4.loss_cls: 0.2942 d4.loss_bbox: 0.5790 2022/12/23 19:22:18 - mmengine - INFO - Epoch(train) [13][ 900/4689] lr: 1.0000e-04 eta: 19:20:42 time: 1.2450 data_time: 0.0665 memory: 14432 grad_norm: 72.0075 loss: 5.5525 loss_cls: 0.2942 loss_bbox: 0.5874 d0.loss_cls: 0.3577 d0.loss_bbox: 0.6787 d1.loss_cls: 0.3251 d1.loss_bbox: 0.6227 d2.loss_cls: 0.3124 d2.loss_bbox: 0.5965 d3.loss_cls: 0.3030 d3.loss_bbox: 0.5915 d4.loss_cls: 0.2953 d4.loss_bbox: 0.5879 2022/12/23 19:23:21 - mmengine - INFO - Epoch(train) [13][ 950/4689] lr: 1.0000e-04 eta: 19:19:40 time: 1.2629 data_time: 0.0591 memory: 14432 grad_norm: 75.5313 loss: 5.5187 loss_cls: 0.2984 loss_bbox: 0.5776 d0.loss_cls: 0.3590 d0.loss_bbox: 0.6691 d1.loss_cls: 0.3300 d1.loss_bbox: 0.6114 d2.loss_cls: 0.3142 d2.loss_bbox: 0.5898 d3.loss_cls: 0.3072 d3.loss_bbox: 0.5825 d4.loss_cls: 0.3016 d4.loss_bbox: 0.5779 2022/12/23 19:24:25 - mmengine - INFO - Epoch(train) [13][1000/4689] lr: 1.0000e-04 eta: 19:18:37 time: 1.2658 data_time: 0.0646 memory: 14432 grad_norm: 60.3402 loss: 5.5375 loss_cls: 0.2956 loss_bbox: 0.5822 d0.loss_cls: 0.3595 d0.loss_bbox: 0.6729 d1.loss_cls: 0.3273 d1.loss_bbox: 0.6175 d2.loss_cls: 0.3126 d2.loss_bbox: 0.5959 d3.loss_cls: 0.3033 d3.loss_bbox: 0.5893 d4.loss_cls: 0.2985 d4.loss_bbox: 0.5830 2022/12/23 19:25:27 - mmengine - INFO - Epoch(train) [13][1050/4689] lr: 1.0000e-04 eta: 19:17:34 time: 1.2440 data_time: 0.0576 memory: 14432 grad_norm: 63.6029 loss: 5.5905 loss_cls: 0.2971 loss_bbox: 0.5915 d0.loss_cls: 0.3592 d0.loss_bbox: 0.6781 d1.loss_cls: 0.3280 d1.loss_bbox: 0.6264 d2.loss_cls: 0.3147 d2.loss_bbox: 0.6041 d3.loss_cls: 0.3033 d3.loss_bbox: 0.5976 d4.loss_cls: 0.2981 d4.loss_bbox: 0.5925 2022/12/23 19:26:29 - mmengine - INFO - Epoch(train) [13][1100/4689] lr: 1.0000e-04 eta: 19:16:31 time: 1.2525 data_time: 0.0602 memory: 14432 grad_norm: 65.1883 loss: 5.5235 loss_cls: 0.2892 loss_bbox: 0.5853 d0.loss_cls: 0.3572 d0.loss_bbox: 0.6711 d1.loss_cls: 0.3222 d1.loss_bbox: 0.6229 d2.loss_cls: 0.3089 d2.loss_bbox: 0.5996 d3.loss_cls: 0.2957 d3.loss_bbox: 0.5946 d4.loss_cls: 0.2903 d4.loss_bbox: 0.5866 2022/12/23 19:27:32 - mmengine - INFO - Epoch(train) [13][1150/4689] lr: 1.0000e-04 eta: 19:15:28 time: 1.2562 data_time: 0.0710 memory: 14432 grad_norm: 61.9220 loss: 5.6032 loss_cls: 0.2983 loss_bbox: 0.5918 d0.loss_cls: 0.3552 d0.loss_bbox: 0.6819 d1.loss_cls: 0.3256 d1.loss_bbox: 0.6290 d2.loss_cls: 0.3169 d2.loss_bbox: 0.6061 d3.loss_cls: 0.3060 d3.loss_bbox: 0.5989 d4.loss_cls: 0.3002 d4.loss_bbox: 0.5932 2022/12/23 19:28:35 - mmengine - INFO - Epoch(train) [13][1200/4689] lr: 1.0000e-04 eta: 19:14:24 time: 1.2493 data_time: 0.0640 memory: 14432 grad_norm: 57.1773 loss: 5.3978 loss_cls: 0.2861 loss_bbox: 0.5687 d0.loss_cls: 0.3443 d0.loss_bbox: 0.6620 d1.loss_cls: 0.3158 d1.loss_bbox: 0.6077 d2.loss_cls: 0.3040 d2.loss_bbox: 0.5833 d3.loss_cls: 0.2914 d3.loss_bbox: 0.5763 d4.loss_cls: 0.2881 d4.loss_bbox: 0.5701 2022/12/23 19:29:39 - mmengine - INFO - Epoch(train) [13][1250/4689] lr: 1.0000e-04 eta: 19:13:23 time: 1.2881 data_time: 0.0625 memory: 14432 grad_norm: 62.1870 loss: 5.5010 loss_cls: 0.2913 loss_bbox: 0.5823 d0.loss_cls: 0.3492 d0.loss_bbox: 0.6721 d1.loss_cls: 0.3177 d1.loss_bbox: 0.6205 d2.loss_cls: 0.3042 d2.loss_bbox: 0.5981 d3.loss_cls: 0.2975 d3.loss_bbox: 0.5910 d4.loss_cls: 0.2929 d4.loss_bbox: 0.5842 2022/12/23 19:30:42 - mmengine - INFO - Epoch(train) [13][1300/4689] lr: 1.0000e-04 eta: 19:12:20 time: 1.2602 data_time: 0.0747 memory: 14432 grad_norm: 75.5634 loss: 5.3264 loss_cls: 0.2737 loss_bbox: 0.5684 d0.loss_cls: 0.3375 d0.loss_bbox: 0.6598 d1.loss_cls: 0.3053 d1.loss_bbox: 0.6038 d2.loss_cls: 0.2887 d2.loss_bbox: 0.5870 d3.loss_cls: 0.2786 d3.loss_bbox: 0.5783 d4.loss_cls: 0.2763 d4.loss_bbox: 0.5688 2022/12/23 19:31:45 - mmengine - INFO - Epoch(train) [13][1350/4689] lr: 1.0000e-04 eta: 19:11:17 time: 1.2602 data_time: 0.0603 memory: 14432 grad_norm: 59.5862 loss: 5.5681 loss_cls: 0.2981 loss_bbox: 0.5872 d0.loss_cls: 0.3556 d0.loss_bbox: 0.6756 d1.loss_cls: 0.3248 d1.loss_bbox: 0.6261 d2.loss_cls: 0.3111 d2.loss_bbox: 0.6033 d3.loss_cls: 0.3013 d3.loss_bbox: 0.5979 d4.loss_cls: 0.2995 d4.loss_bbox: 0.5876 2022/12/23 19:32:48 - mmengine - INFO - Epoch(train) [13][1400/4689] lr: 1.0000e-04 eta: 19:10:15 time: 1.2593 data_time: 0.0636 memory: 14432 grad_norm: 61.5151 loss: 5.5050 loss_cls: 0.2999 loss_bbox: 0.5724 d0.loss_cls: 0.3559 d0.loss_bbox: 0.6670 d1.loss_cls: 0.3273 d1.loss_bbox: 0.6152 d2.loss_cls: 0.3163 d2.loss_bbox: 0.5890 d3.loss_cls: 0.3053 d3.loss_bbox: 0.5814 d4.loss_cls: 0.3005 d4.loss_bbox: 0.5749 2022/12/23 19:33:51 - mmengine - INFO - Epoch(train) [13][1450/4689] lr: 1.0000e-04 eta: 19:09:12 time: 1.2646 data_time: 0.0643 memory: 14432 grad_norm: 60.4595 loss: 5.4284 loss_cls: 0.2896 loss_bbox: 0.5692 d0.loss_cls: 0.3467 d0.loss_bbox: 0.6621 d1.loss_cls: 0.3203 d1.loss_bbox: 0.6109 d2.loss_cls: 0.3063 d2.loss_bbox: 0.5864 d3.loss_cls: 0.2955 d3.loss_bbox: 0.5792 d4.loss_cls: 0.2908 d4.loss_bbox: 0.5713 2022/12/23 19:34:55 - mmengine - INFO - Epoch(train) [13][1500/4689] lr: 1.0000e-04 eta: 19:08:09 time: 1.2655 data_time: 0.0639 memory: 14432 grad_norm: 60.3307 loss: 5.7779 loss_cls: 0.3066 loss_bbox: 0.6135 d0.loss_cls: 0.3619 d0.loss_bbox: 0.7054 d1.loss_cls: 0.3346 d1.loss_bbox: 0.6527 d2.loss_cls: 0.3230 d2.loss_bbox: 0.6248 d3.loss_cls: 0.3130 d3.loss_bbox: 0.6195 d4.loss_cls: 0.3081 d4.loss_bbox: 0.6147 2022/12/23 19:35:57 - mmengine - INFO - Epoch(train) [13][1550/4689] lr: 1.0000e-04 eta: 19:07:06 time: 1.2478 data_time: 0.0680 memory: 14432 grad_norm: 74.7363 loss: 5.5581 loss_cls: 0.2921 loss_bbox: 0.5872 d0.loss_cls: 0.3584 d0.loss_bbox: 0.6782 d1.loss_cls: 0.3282 d1.loss_bbox: 0.6220 d2.loss_cls: 0.3130 d2.loss_bbox: 0.6006 d3.loss_cls: 0.2998 d3.loss_bbox: 0.5947 d4.loss_cls: 0.2965 d4.loss_bbox: 0.5874 2022/12/23 19:37:00 - mmengine - INFO - Epoch(train) [13][1600/4689] lr: 1.0000e-04 eta: 19:06:03 time: 1.2619 data_time: 0.0667 memory: 14432 grad_norm: 60.5951 loss: 5.4599 loss_cls: 0.2879 loss_bbox: 0.5758 d0.loss_cls: 0.3533 d0.loss_bbox: 0.6644 d1.loss_cls: 0.3194 d1.loss_bbox: 0.6166 d2.loss_cls: 0.3078 d2.loss_bbox: 0.5885 d3.loss_cls: 0.2968 d3.loss_bbox: 0.5814 d4.loss_cls: 0.2910 d4.loss_bbox: 0.5771 2022/12/23 19:38:03 - mmengine - INFO - Epoch(train) [13][1650/4689] lr: 1.0000e-04 eta: 19:05:01 time: 1.2628 data_time: 0.0637 memory: 14432 grad_norm: 56.4396 loss: 5.4438 loss_cls: 0.2827 loss_bbox: 0.5817 d0.loss_cls: 0.3471 d0.loss_bbox: 0.6668 d1.loss_cls: 0.3128 d1.loss_bbox: 0.6161 d2.loss_cls: 0.2985 d2.loss_bbox: 0.5950 d3.loss_cls: 0.2894 d3.loss_bbox: 0.5870 d4.loss_cls: 0.2856 d4.loss_bbox: 0.5810 2022/12/23 19:39:07 - mmengine - INFO - Epoch(train) [13][1700/4689] lr: 1.0000e-04 eta: 19:03:59 time: 1.2800 data_time: 0.0750 memory: 14432 grad_norm: 56.3106 loss: 5.3658 loss_cls: 0.2849 loss_bbox: 0.5653 d0.loss_cls: 0.3450 d0.loss_bbox: 0.6606 d1.loss_cls: 0.3121 d1.loss_bbox: 0.6040 d2.loss_cls: 0.2982 d2.loss_bbox: 0.5810 d3.loss_cls: 0.2899 d3.loss_bbox: 0.5732 d4.loss_cls: 0.2860 d4.loss_bbox: 0.5656 2022/12/23 19:39:47 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 19:40:11 - mmengine - INFO - Epoch(train) [13][1750/4689] lr: 1.0000e-04 eta: 19:02:56 time: 1.2665 data_time: 0.0657 memory: 14432 grad_norm: 53.3174 loss: 5.6157 loss_cls: 0.2956 loss_bbox: 0.5939 d0.loss_cls: 0.3593 d0.loss_bbox: 0.6843 d1.loss_cls: 0.3288 d1.loss_bbox: 0.6337 d2.loss_cls: 0.3148 d2.loss_bbox: 0.6083 d3.loss_cls: 0.3048 d3.loss_bbox: 0.5995 d4.loss_cls: 0.2980 d4.loss_bbox: 0.5946 2022/12/23 19:41:15 - mmengine - INFO - Epoch(train) [13][1800/4689] lr: 1.0000e-04 eta: 19:01:55 time: 1.2817 data_time: 0.0663 memory: 14432 grad_norm: 78.3096 loss: 5.4593 loss_cls: 0.2858 loss_bbox: 0.5805 d0.loss_cls: 0.3520 d0.loss_bbox: 0.6665 d1.loss_cls: 0.3181 d1.loss_bbox: 0.6127 d2.loss_cls: 0.3008 d2.loss_bbox: 0.5942 d3.loss_cls: 0.2912 d3.loss_bbox: 0.5886 d4.loss_cls: 0.2882 d4.loss_bbox: 0.5806 2022/12/23 19:42:18 - mmengine - INFO - Epoch(train) [13][1850/4689] lr: 1.0000e-04 eta: 19:00:52 time: 1.2669 data_time: 0.0705 memory: 14432 grad_norm: 61.0269 loss: 5.4797 loss_cls: 0.2923 loss_bbox: 0.5751 d0.loss_cls: 0.3536 d0.loss_bbox: 0.6715 d1.loss_cls: 0.3191 d1.loss_bbox: 0.6161 d2.loss_cls: 0.3090 d2.loss_bbox: 0.5895 d3.loss_cls: 0.2992 d3.loss_bbox: 0.5834 d4.loss_cls: 0.2947 d4.loss_bbox: 0.5764 2022/12/23 19:43:22 - mmengine - INFO - Epoch(train) [13][1900/4689] lr: 1.0000e-04 eta: 18:59:50 time: 1.2802 data_time: 0.0661 memory: 14432 grad_norm: 59.2362 loss: 5.4192 loss_cls: 0.2878 loss_bbox: 0.5692 d0.loss_cls: 0.3502 d0.loss_bbox: 0.6584 d1.loss_cls: 0.3190 d1.loss_bbox: 0.6071 d2.loss_cls: 0.3061 d2.loss_bbox: 0.5857 d3.loss_cls: 0.2959 d3.loss_bbox: 0.5781 d4.loss_cls: 0.2903 d4.loss_bbox: 0.5714 2022/12/23 19:44:26 - mmengine - INFO - Epoch(train) [13][1950/4689] lr: 1.0000e-04 eta: 18:58:48 time: 1.2687 data_time: 0.0708 memory: 14432 grad_norm: 62.9895 loss: 5.4283 loss_cls: 0.2885 loss_bbox: 0.5736 d0.loss_cls: 0.3484 d0.loss_bbox: 0.6591 d1.loss_cls: 0.3164 d1.loss_bbox: 0.6085 d2.loss_cls: 0.3043 d2.loss_bbox: 0.5878 d3.loss_cls: 0.2964 d3.loss_bbox: 0.5799 d4.loss_cls: 0.2919 d4.loss_bbox: 0.5736 2022/12/23 19:45:29 - mmengine - INFO - Epoch(train) [13][2000/4689] lr: 1.0000e-04 eta: 18:57:46 time: 1.2769 data_time: 0.0646 memory: 14432 grad_norm: 61.3733 loss: 5.5005 loss_cls: 0.2880 loss_bbox: 0.5858 d0.loss_cls: 0.3485 d0.loss_bbox: 0.6725 d1.loss_cls: 0.3195 d1.loss_bbox: 0.6192 d2.loss_cls: 0.3059 d2.loss_bbox: 0.5972 d3.loss_cls: 0.2974 d3.loss_bbox: 0.5897 d4.loss_cls: 0.2904 d4.loss_bbox: 0.5863 2022/12/23 19:46:32 - mmengine - INFO - Epoch(train) [13][2050/4689] lr: 1.0000e-04 eta: 18:56:43 time: 1.2543 data_time: 0.0648 memory: 14432 grad_norm: 58.2259 loss: 5.5378 loss_cls: 0.2922 loss_bbox: 0.5884 d0.loss_cls: 0.3514 d0.loss_bbox: 0.6761 d1.loss_cls: 0.3236 d1.loss_bbox: 0.6202 d2.loss_cls: 0.3095 d2.loss_bbox: 0.6002 d3.loss_cls: 0.2998 d3.loss_bbox: 0.5935 d4.loss_cls: 0.2939 d4.loss_bbox: 0.5891 2022/12/23 19:47:36 - mmengine - INFO - Epoch(train) [13][2100/4689] lr: 1.0000e-04 eta: 18:55:40 time: 1.2696 data_time: 0.0613 memory: 14432 grad_norm: 55.7612 loss: 5.4285 loss_cls: 0.2890 loss_bbox: 0.5728 d0.loss_cls: 0.3469 d0.loss_bbox: 0.6644 d1.loss_cls: 0.3182 d1.loss_bbox: 0.6094 d2.loss_cls: 0.3041 d2.loss_bbox: 0.5844 d3.loss_cls: 0.2966 d3.loss_bbox: 0.5781 d4.loss_cls: 0.2923 d4.loss_bbox: 0.5724 2022/12/23 19:48:40 - mmengine - INFO - Epoch(train) [13][2150/4689] lr: 1.0000e-04 eta: 18:54:39 time: 1.2864 data_time: 0.0642 memory: 14432 grad_norm: 67.0053 loss: 5.6262 loss_cls: 0.2974 loss_bbox: 0.5989 d0.loss_cls: 0.3566 d0.loss_bbox: 0.6827 d1.loss_cls: 0.3268 d1.loss_bbox: 0.6310 d2.loss_cls: 0.3140 d2.loss_bbox: 0.6102 d3.loss_cls: 0.3051 d3.loss_bbox: 0.6040 d4.loss_cls: 0.3013 d4.loss_bbox: 0.5980 2022/12/23 19:49:43 - mmengine - INFO - Epoch(train) [13][2200/4689] lr: 1.0000e-04 eta: 18:53:36 time: 1.2532 data_time: 0.0595 memory: 14432 grad_norm: 57.8243 loss: 5.3721 loss_cls: 0.2799 loss_bbox: 0.5685 d0.loss_cls: 0.3423 d0.loss_bbox: 0.6614 d1.loss_cls: 0.3177 d1.loss_bbox: 0.6045 d2.loss_cls: 0.2996 d2.loss_bbox: 0.5816 d3.loss_cls: 0.2882 d3.loss_bbox: 0.5755 d4.loss_cls: 0.2826 d4.loss_bbox: 0.5703 2022/12/23 19:50:45 - mmengine - INFO - Epoch(train) [13][2250/4689] lr: 1.0000e-04 eta: 18:52:32 time: 1.2384 data_time: 0.0598 memory: 14432 grad_norm: 67.6554 loss: 5.3614 loss_cls: 0.2828 loss_bbox: 0.5665 d0.loss_cls: 0.3406 d0.loss_bbox: 0.6614 d1.loss_cls: 0.3086 d1.loss_bbox: 0.6073 d2.loss_cls: 0.2960 d2.loss_bbox: 0.5831 d3.loss_cls: 0.2862 d3.loss_bbox: 0.5763 d4.loss_cls: 0.2838 d4.loss_bbox: 0.5689 2022/12/23 19:51:47 - mmengine - INFO - Epoch(train) [13][2300/4689] lr: 1.0000e-04 eta: 18:51:28 time: 1.2413 data_time: 0.0614 memory: 14432 grad_norm: 62.1523 loss: 5.2920 loss_cls: 0.2716 loss_bbox: 0.5636 d0.loss_cls: 0.3343 d0.loss_bbox: 0.6612 d1.loss_cls: 0.3038 d1.loss_bbox: 0.6029 d2.loss_cls: 0.2912 d2.loss_bbox: 0.5761 d3.loss_cls: 0.2790 d3.loss_bbox: 0.5705 d4.loss_cls: 0.2741 d4.loss_bbox: 0.5638 2022/12/23 19:52:50 - mmengine - INFO - Epoch(train) [13][2350/4689] lr: 1.0000e-04 eta: 18:50:26 time: 1.2642 data_time: 0.0677 memory: 14432 grad_norm: 54.7325 loss: 5.6405 loss_cls: 0.3006 loss_bbox: 0.5944 d0.loss_cls: 0.3564 d0.loss_bbox: 0.6874 d1.loss_cls: 0.3297 d1.loss_bbox: 0.6357 d2.loss_cls: 0.3152 d2.loss_bbox: 0.6140 d3.loss_cls: 0.3075 d3.loss_bbox: 0.6024 d4.loss_cls: 0.3023 d4.loss_bbox: 0.5949 2022/12/23 19:53:52 - mmengine - INFO - Epoch(train) [13][2400/4689] lr: 1.0000e-04 eta: 18:49:22 time: 1.2471 data_time: 0.0604 memory: 14432 grad_norm: 64.8007 loss: 5.4488 loss_cls: 0.2829 loss_bbox: 0.5829 d0.loss_cls: 0.3439 d0.loss_bbox: 0.6630 d1.loss_cls: 0.3132 d1.loss_bbox: 0.6180 d2.loss_cls: 0.2964 d2.loss_bbox: 0.5978 d3.loss_cls: 0.2870 d3.loss_bbox: 0.5937 d4.loss_cls: 0.2833 d4.loss_bbox: 0.5865 2022/12/23 19:54:56 - mmengine - INFO - Epoch(train) [13][2450/4689] lr: 1.0000e-04 eta: 18:48:20 time: 1.2724 data_time: 0.0647 memory: 14432 grad_norm: 56.5218 loss: 5.3342 loss_cls: 0.2817 loss_bbox: 0.5642 d0.loss_cls: 0.3388 d0.loss_bbox: 0.6542 d1.loss_cls: 0.3136 d1.loss_bbox: 0.5989 d2.loss_cls: 0.2999 d2.loss_bbox: 0.5769 d3.loss_cls: 0.2863 d3.loss_bbox: 0.5718 d4.loss_cls: 0.2833 d4.loss_bbox: 0.5646 2022/12/23 19:55:58 - mmengine - INFO - Epoch(train) [13][2500/4689] lr: 1.0000e-04 eta: 18:47:17 time: 1.2452 data_time: 0.0604 memory: 14432 grad_norm: 57.9661 loss: 5.4988 loss_cls: 0.2864 loss_bbox: 0.5825 d0.loss_cls: 0.3489 d0.loss_bbox: 0.6802 d1.loss_cls: 0.3190 d1.loss_bbox: 0.6207 d2.loss_cls: 0.3044 d2.loss_bbox: 0.5996 d3.loss_cls: 0.2935 d3.loss_bbox: 0.5913 d4.loss_cls: 0.2877 d4.loss_bbox: 0.5847 2022/12/23 19:57:01 - mmengine - INFO - Epoch(train) [13][2550/4689] lr: 1.0000e-04 eta: 18:46:13 time: 1.2538 data_time: 0.0606 memory: 14432 grad_norm: 63.6944 loss: 5.5642 loss_cls: 0.2991 loss_bbox: 0.5837 d0.loss_cls: 0.3639 d0.loss_bbox: 0.6699 d1.loss_cls: 0.3288 d1.loss_bbox: 0.6205 d2.loss_cls: 0.3152 d2.loss_bbox: 0.6002 d3.loss_cls: 0.3066 d3.loss_bbox: 0.5896 d4.loss_cls: 0.3017 d4.loss_bbox: 0.5850 2022/12/23 19:58:05 - mmengine - INFO - Epoch(train) [13][2600/4689] lr: 1.0000e-04 eta: 18:45:11 time: 1.2755 data_time: 0.0558 memory: 14432 grad_norm: 61.6152 loss: 5.3664 loss_cls: 0.2849 loss_bbox: 0.5653 d0.loss_cls: 0.3425 d0.loss_bbox: 0.6560 d1.loss_cls: 0.3134 d1.loss_bbox: 0.6072 d2.loss_cls: 0.2998 d2.loss_bbox: 0.5817 d3.loss_cls: 0.2905 d3.loss_bbox: 0.5725 d4.loss_cls: 0.2867 d4.loss_bbox: 0.5659 2022/12/23 19:59:10 - mmengine - INFO - Epoch(train) [13][2650/4689] lr: 1.0000e-04 eta: 18:44:10 time: 1.3014 data_time: 0.0672 memory: 14432 grad_norm: 68.2940 loss: 5.4578 loss_cls: 0.2870 loss_bbox: 0.5744 d0.loss_cls: 0.3482 d0.loss_bbox: 0.6718 d1.loss_cls: 0.3195 d1.loss_bbox: 0.6158 d2.loss_cls: 0.3059 d2.loss_bbox: 0.5916 d3.loss_cls: 0.2966 d3.loss_bbox: 0.5812 d4.loss_cls: 0.2913 d4.loss_bbox: 0.5745 2022/12/23 20:00:13 - mmengine - INFO - Epoch(train) [13][2700/4689] lr: 1.0000e-04 eta: 18:43:08 time: 1.2657 data_time: 0.0601 memory: 14432 grad_norm: 63.4424 loss: 5.3820 loss_cls: 0.2926 loss_bbox: 0.5580 d0.loss_cls: 0.3498 d0.loss_bbox: 0.6554 d1.loss_cls: 0.3213 d1.loss_bbox: 0.5989 d2.loss_cls: 0.3090 d2.loss_bbox: 0.5761 d3.loss_cls: 0.3010 d3.loss_bbox: 0.5659 d4.loss_cls: 0.2951 d4.loss_bbox: 0.5589 2022/12/23 20:00:53 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 20:01:16 - mmengine - INFO - Epoch(train) [13][2750/4689] lr: 1.0000e-04 eta: 18:42:05 time: 1.2603 data_time: 0.0655 memory: 14432 grad_norm: 59.2034 loss: 5.4696 loss_cls: 0.2926 loss_bbox: 0.5725 d0.loss_cls: 0.3565 d0.loss_bbox: 0.6685 d1.loss_cls: 0.3263 d1.loss_bbox: 0.6112 d2.loss_cls: 0.3096 d2.loss_bbox: 0.5861 d3.loss_cls: 0.2980 d3.loss_bbox: 0.5802 d4.loss_cls: 0.2940 d4.loss_bbox: 0.5739 2022/12/23 20:02:19 - mmengine - INFO - Epoch(train) [13][2800/4689] lr: 1.0000e-04 eta: 18:41:02 time: 1.2627 data_time: 0.0632 memory: 14432 grad_norm: 67.4756 loss: 5.5498 loss_cls: 0.2957 loss_bbox: 0.5884 d0.loss_cls: 0.3501 d0.loss_bbox: 0.6780 d1.loss_cls: 0.3213 d1.loss_bbox: 0.6224 d2.loss_cls: 0.3084 d2.loss_bbox: 0.6043 d3.loss_cls: 0.3010 d3.loss_bbox: 0.5946 d4.loss_cls: 0.2955 d4.loss_bbox: 0.5901 2022/12/23 20:03:23 - mmengine - INFO - Epoch(train) [13][2850/4689] lr: 1.0000e-04 eta: 18:40:00 time: 1.2768 data_time: 0.0762 memory: 14432 grad_norm: 64.1203 loss: 5.3483 loss_cls: 0.2807 loss_bbox: 0.5654 d0.loss_cls: 0.3372 d0.loss_bbox: 0.6648 d1.loss_cls: 0.3095 d1.loss_bbox: 0.6027 d2.loss_cls: 0.2957 d2.loss_bbox: 0.5830 d3.loss_cls: 0.2853 d3.loss_bbox: 0.5742 d4.loss_cls: 0.2830 d4.loss_bbox: 0.5667 2022/12/23 20:04:26 - mmengine - INFO - Epoch(train) [13][2900/4689] lr: 1.0000e-04 eta: 18:38:57 time: 1.2552 data_time: 0.0655 memory: 14432 grad_norm: 67.0871 loss: 5.5536 loss_cls: 0.3028 loss_bbox: 0.5757 d0.loss_cls: 0.3670 d0.loss_bbox: 0.6710 d1.loss_cls: 0.3340 d1.loss_bbox: 0.6168 d2.loss_cls: 0.3166 d2.loss_bbox: 0.5947 d3.loss_cls: 0.3068 d3.loss_bbox: 0.5856 d4.loss_cls: 0.3039 d4.loss_bbox: 0.5785 2022/12/23 20:05:28 - mmengine - INFO - Epoch(train) [13][2950/4689] lr: 1.0000e-04 eta: 18:37:54 time: 1.2443 data_time: 0.0607 memory: 14432 grad_norm: 70.2283 loss: 5.4860 loss_cls: 0.2919 loss_bbox: 0.5778 d0.loss_cls: 0.3484 d0.loss_bbox: 0.6745 d1.loss_cls: 0.3223 d1.loss_bbox: 0.6143 d2.loss_cls: 0.3062 d2.loss_bbox: 0.5939 d3.loss_cls: 0.2993 d3.loss_bbox: 0.5852 d4.loss_cls: 0.2929 d4.loss_bbox: 0.5795 2022/12/23 20:06:30 - mmengine - INFO - Epoch(train) [13][3000/4689] lr: 1.0000e-04 eta: 18:36:50 time: 1.2431 data_time: 0.0606 memory: 14432 grad_norm: 66.7419 loss: 5.5981 loss_cls: 0.3017 loss_bbox: 0.5855 d0.loss_cls: 0.3629 d0.loss_bbox: 0.6801 d1.loss_cls: 0.3318 d1.loss_bbox: 0.6277 d2.loss_cls: 0.3159 d2.loss_bbox: 0.6029 d3.loss_cls: 0.3061 d3.loss_bbox: 0.5938 d4.loss_cls: 0.3024 d4.loss_bbox: 0.5874 2022/12/23 20:07:33 - mmengine - INFO - Epoch(train) [13][3050/4689] lr: 1.0000e-04 eta: 18:35:48 time: 1.2634 data_time: 0.0652 memory: 14432 grad_norm: 62.9138 loss: 5.4528 loss_cls: 0.2868 loss_bbox: 0.5739 d0.loss_cls: 0.3510 d0.loss_bbox: 0.6698 d1.loss_cls: 0.3179 d1.loss_bbox: 0.6182 d2.loss_cls: 0.3050 d2.loss_bbox: 0.5908 d3.loss_cls: 0.2939 d3.loss_bbox: 0.5816 d4.loss_cls: 0.2893 d4.loss_bbox: 0.5747 2022/12/23 20:08:37 - mmengine - INFO - Epoch(train) [13][3100/4689] lr: 1.0000e-04 eta: 18:34:45 time: 1.2715 data_time: 0.0659 memory: 14432 grad_norm: 67.7692 loss: 5.5938 loss_cls: 0.2909 loss_bbox: 0.5993 d0.loss_cls: 0.3518 d0.loss_bbox: 0.6826 d1.loss_cls: 0.3201 d1.loss_bbox: 0.6334 d2.loss_cls: 0.3064 d2.loss_bbox: 0.6147 d3.loss_cls: 0.2952 d3.loss_bbox: 0.6070 d4.loss_cls: 0.2918 d4.loss_bbox: 0.6006 2022/12/23 20:09:41 - mmengine - INFO - Epoch(train) [13][3150/4689] lr: 1.0000e-04 eta: 18:33:43 time: 1.2765 data_time: 0.0682 memory: 14432 grad_norm: 60.4893 loss: 5.5311 loss_cls: 0.2880 loss_bbox: 0.5891 d0.loss_cls: 0.3516 d0.loss_bbox: 0.6832 d1.loss_cls: 0.3175 d1.loss_bbox: 0.6246 d2.loss_cls: 0.3030 d2.loss_bbox: 0.6042 d3.loss_cls: 0.2954 d3.loss_bbox: 0.5947 d4.loss_cls: 0.2915 d4.loss_bbox: 0.5883 2022/12/23 20:10:43 - mmengine - INFO - Epoch(train) [13][3200/4689] lr: 1.0000e-04 eta: 18:32:40 time: 1.2464 data_time: 0.0635 memory: 14432 grad_norm: 59.9177 loss: 5.4346 loss_cls: 0.2924 loss_bbox: 0.5652 d0.loss_cls: 0.3569 d0.loss_bbox: 0.6660 d1.loss_cls: 0.3220 d1.loss_bbox: 0.6080 d2.loss_cls: 0.3084 d2.loss_bbox: 0.5835 d3.loss_cls: 0.3000 d3.loss_bbox: 0.5713 d4.loss_cls: 0.2946 d4.loss_bbox: 0.5662 2022/12/23 20:11:45 - mmengine - INFO - Epoch(train) [13][3250/4689] lr: 1.0000e-04 eta: 18:31:36 time: 1.2327 data_time: 0.0674 memory: 14432 grad_norm: 63.2727 loss: 5.4887 loss_cls: 0.3014 loss_bbox: 0.5683 d0.loss_cls: 0.3617 d0.loss_bbox: 0.6580 d1.loss_cls: 0.3285 d1.loss_bbox: 0.6110 d2.loss_cls: 0.3165 d2.loss_bbox: 0.5855 d3.loss_cls: 0.3086 d3.loss_bbox: 0.5756 d4.loss_cls: 0.3028 d4.loss_bbox: 0.5706 2022/12/23 20:12:48 - mmengine - INFO - Epoch(train) [13][3300/4689] lr: 1.0000e-04 eta: 18:30:33 time: 1.2675 data_time: 0.0660 memory: 14432 grad_norm: 68.6343 loss: 5.5220 loss_cls: 0.2912 loss_bbox: 0.5848 d0.loss_cls: 0.3521 d0.loss_bbox: 0.6796 d1.loss_cls: 0.3200 d1.loss_bbox: 0.6227 d2.loss_cls: 0.3075 d2.loss_bbox: 0.5989 d3.loss_cls: 0.2985 d3.loss_bbox: 0.5890 d4.loss_cls: 0.2932 d4.loss_bbox: 0.5846 2022/12/23 20:13:51 - mmengine - INFO - Epoch(train) [13][3350/4689] lr: 1.0000e-04 eta: 18:29:30 time: 1.2515 data_time: 0.0636 memory: 14432 grad_norm: 69.7843 loss: 5.7114 loss_cls: 0.3037 loss_bbox: 0.6018 d0.loss_cls: 0.3695 d0.loss_bbox: 0.6946 d1.loss_cls: 0.3370 d1.loss_bbox: 0.6386 d2.loss_cls: 0.3223 d2.loss_bbox: 0.6165 d3.loss_cls: 0.3122 d3.loss_bbox: 0.6070 d4.loss_cls: 0.3058 d4.loss_bbox: 0.6024 2022/12/23 20:14:53 - mmengine - INFO - Epoch(train) [13][3400/4689] lr: 1.0000e-04 eta: 18:28:27 time: 1.2492 data_time: 0.0600 memory: 14432 grad_norm: 60.8755 loss: 5.5014 loss_cls: 0.2963 loss_bbox: 0.5759 d0.loss_cls: 0.3579 d0.loss_bbox: 0.6639 d1.loss_cls: 0.3273 d1.loss_bbox: 0.6128 d2.loss_cls: 0.3123 d2.loss_bbox: 0.5930 d3.loss_cls: 0.3021 d3.loss_bbox: 0.5840 d4.loss_cls: 0.2977 d4.loss_bbox: 0.5783 2022/12/23 20:15:57 - mmengine - INFO - Epoch(train) [13][3450/4689] lr: 1.0000e-04 eta: 18:27:25 time: 1.2815 data_time: 0.0666 memory: 14432 grad_norm: 56.4591 loss: 5.4619 loss_cls: 0.2802 loss_bbox: 0.5863 d0.loss_cls: 0.3419 d0.loss_bbox: 0.6770 d1.loss_cls: 0.3126 d1.loss_bbox: 0.6216 d2.loss_cls: 0.2973 d2.loss_bbox: 0.5992 d3.loss_cls: 0.2858 d3.loss_bbox: 0.5923 d4.loss_cls: 0.2823 d4.loss_bbox: 0.5856 2022/12/23 20:17:02 - mmengine - INFO - Epoch(train) [13][3500/4689] lr: 1.0000e-04 eta: 18:26:23 time: 1.2825 data_time: 0.0636 memory: 14432 grad_norm: 62.6330 loss: 5.5342 loss_cls: 0.2965 loss_bbox: 0.5810 d0.loss_cls: 0.3564 d0.loss_bbox: 0.6704 d1.loss_cls: 0.3278 d1.loss_bbox: 0.6189 d2.loss_cls: 0.3147 d2.loss_bbox: 0.5950 d3.loss_cls: 0.3040 d3.loss_bbox: 0.5892 d4.loss_cls: 0.2982 d4.loss_bbox: 0.5822 2022/12/23 20:18:05 - mmengine - INFO - Epoch(train) [13][3550/4689] lr: 1.0000e-04 eta: 18:25:20 time: 1.2590 data_time: 0.0672 memory: 14432 grad_norm: 64.8059 loss: 5.5383 loss_cls: 0.2904 loss_bbox: 0.5892 d0.loss_cls: 0.3560 d0.loss_bbox: 0.6779 d1.loss_cls: 0.3195 d1.loss_bbox: 0.6262 d2.loss_cls: 0.3068 d2.loss_bbox: 0.6007 d3.loss_cls: 0.2973 d3.loss_bbox: 0.5923 d4.loss_cls: 0.2926 d4.loss_bbox: 0.5894 2022/12/23 20:19:07 - mmengine - INFO - Epoch(train) [13][3600/4689] lr: 1.0000e-04 eta: 18:24:17 time: 1.2550 data_time: 0.0586 memory: 14432 grad_norm: 71.8439 loss: 5.5702 loss_cls: 0.3003 loss_bbox: 0.5847 d0.loss_cls: 0.3627 d0.loss_bbox: 0.6723 d1.loss_cls: 0.3274 d1.loss_bbox: 0.6221 d2.loss_cls: 0.3155 d2.loss_bbox: 0.6000 d3.loss_cls: 0.3065 d3.loss_bbox: 0.5910 d4.loss_cls: 0.3010 d4.loss_bbox: 0.5867 2022/12/23 20:20:12 - mmengine - INFO - Epoch(train) [13][3650/4689] lr: 1.0000e-04 eta: 18:23:16 time: 1.2976 data_time: 0.0786 memory: 14432 grad_norm: 61.2930 loss: 5.5217 loss_cls: 0.2908 loss_bbox: 0.5888 d0.loss_cls: 0.3471 d0.loss_bbox: 0.6717 d1.loss_cls: 0.3152 d1.loss_bbox: 0.6282 d2.loss_cls: 0.3047 d2.loss_bbox: 0.6012 d3.loss_cls: 0.2942 d3.loss_bbox: 0.5983 d4.loss_cls: 0.2904 d4.loss_bbox: 0.5912 2022/12/23 20:21:15 - mmengine - INFO - Epoch(train) [13][3700/4689] lr: 1.0000e-04 eta: 18:22:13 time: 1.2473 data_time: 0.0644 memory: 14432 grad_norm: 63.3756 loss: 5.4730 loss_cls: 0.2966 loss_bbox: 0.5716 d0.loss_cls: 0.3526 d0.loss_bbox: 0.6645 d1.loss_cls: 0.3223 d1.loss_bbox: 0.6122 d2.loss_cls: 0.3077 d2.loss_bbox: 0.5922 d3.loss_cls: 0.3005 d3.loss_bbox: 0.5823 d4.loss_cls: 0.2967 d4.loss_bbox: 0.5739 2022/12/23 20:21:55 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 20:22:18 - mmengine - INFO - Epoch(train) [13][3750/4689] lr: 1.0000e-04 eta: 18:21:10 time: 1.2625 data_time: 0.0705 memory: 14432 grad_norm: 63.4555 loss: 5.4665 loss_cls: 0.2917 loss_bbox: 0.5740 d0.loss_cls: 0.3499 d0.loss_bbox: 0.6693 d1.loss_cls: 0.3230 d1.loss_bbox: 0.6115 d2.loss_cls: 0.3077 d2.loss_bbox: 0.5885 d3.loss_cls: 0.2994 d3.loss_bbox: 0.5818 d4.loss_cls: 0.2929 d4.loss_bbox: 0.5769 2022/12/23 20:23:21 - mmengine - INFO - Epoch(train) [13][3800/4689] lr: 1.0000e-04 eta: 18:20:08 time: 1.2721 data_time: 0.0649 memory: 14432 grad_norm: 70.7315 loss: 5.3476 loss_cls: 0.2812 loss_bbox: 0.5649 d0.loss_cls: 0.3367 d0.loss_bbox: 0.6662 d1.loss_cls: 0.3068 d1.loss_bbox: 0.6053 d2.loss_cls: 0.2947 d2.loss_bbox: 0.5821 d3.loss_cls: 0.2861 d3.loss_bbox: 0.5739 d4.loss_cls: 0.2824 d4.loss_bbox: 0.5671 2022/12/23 20:24:24 - mmengine - INFO - Epoch(train) [13][3850/4689] lr: 1.0000e-04 eta: 18:19:04 time: 1.2456 data_time: 0.0593 memory: 14432 grad_norm: 61.0788 loss: 5.5324 loss_cls: 0.2987 loss_bbox: 0.5774 d0.loss_cls: 0.3557 d0.loss_bbox: 0.6729 d1.loss_cls: 0.3290 d1.loss_bbox: 0.6186 d2.loss_cls: 0.3163 d2.loss_bbox: 0.5923 d3.loss_cls: 0.3059 d3.loss_bbox: 0.5857 d4.loss_cls: 0.3009 d4.loss_bbox: 0.5790 2022/12/23 20:25:26 - mmengine - INFO - Epoch(train) [13][3900/4689] lr: 1.0000e-04 eta: 18:18:01 time: 1.2482 data_time: 0.0610 memory: 14432 grad_norm: 64.5918 loss: 5.4539 loss_cls: 0.2900 loss_bbox: 0.5774 d0.loss_cls: 0.3507 d0.loss_bbox: 0.6641 d1.loss_cls: 0.3150 d1.loss_bbox: 0.6143 d2.loss_cls: 0.3027 d2.loss_bbox: 0.5924 d3.loss_cls: 0.2948 d3.loss_bbox: 0.5837 d4.loss_cls: 0.2913 d4.loss_bbox: 0.5776 2022/12/23 20:26:30 - mmengine - INFO - Epoch(train) [13][3950/4689] lr: 1.0000e-04 eta: 18:16:59 time: 1.2884 data_time: 0.0645 memory: 14432 grad_norm: 67.3725 loss: 5.4762 loss_cls: 0.2823 loss_bbox: 0.5873 d0.loss_cls: 0.3406 d0.loss_bbox: 0.6805 d1.loss_cls: 0.3079 d1.loss_bbox: 0.6269 d2.loss_cls: 0.2960 d2.loss_bbox: 0.6019 d3.loss_cls: 0.2871 d3.loss_bbox: 0.5942 d4.loss_cls: 0.2839 d4.loss_bbox: 0.5876 2022/12/23 20:27:33 - mmengine - INFO - Epoch(train) [13][4000/4689] lr: 1.0000e-04 eta: 18:15:56 time: 1.2434 data_time: 0.0557 memory: 14432 grad_norm: 59.7614 loss: 5.4955 loss_cls: 0.2932 loss_bbox: 0.5781 d0.loss_cls: 0.3503 d0.loss_bbox: 0.6775 d1.loss_cls: 0.3186 d1.loss_bbox: 0.6182 d2.loss_cls: 0.3067 d2.loss_bbox: 0.5936 d3.loss_cls: 0.3003 d3.loss_bbox: 0.5841 d4.loss_cls: 0.2955 d4.loss_bbox: 0.5793 2022/12/23 20:28:36 - mmengine - INFO - Epoch(train) [13][4050/4689] lr: 1.0000e-04 eta: 18:14:53 time: 1.2610 data_time: 0.0654 memory: 14432 grad_norm: 67.2286 loss: 5.6246 loss_cls: 0.3017 loss_bbox: 0.5947 d0.loss_cls: 0.3586 d0.loss_bbox: 0.6849 d1.loss_cls: 0.3283 d1.loss_bbox: 0.6301 d2.loss_cls: 0.3162 d2.loss_bbox: 0.6081 d3.loss_cls: 0.3077 d3.loss_bbox: 0.5968 d4.loss_cls: 0.3036 d4.loss_bbox: 0.5940 2022/12/23 20:29:38 - mmengine - INFO - Epoch(train) [13][4100/4689] lr: 1.0000e-04 eta: 18:13:50 time: 1.2483 data_time: 0.0600 memory: 14432 grad_norm: 60.3126 loss: 5.4337 loss_cls: 0.2844 loss_bbox: 0.5766 d0.loss_cls: 0.3449 d0.loss_bbox: 0.6709 d1.loss_cls: 0.3130 d1.loss_bbox: 0.6162 d2.loss_cls: 0.3011 d2.loss_bbox: 0.5905 d3.loss_cls: 0.2932 d3.loss_bbox: 0.5803 d4.loss_cls: 0.2873 d4.loss_bbox: 0.5754 2022/12/23 20:30:40 - mmengine - INFO - Epoch(train) [13][4150/4689] lr: 1.0000e-04 eta: 18:12:46 time: 1.2450 data_time: 0.0607 memory: 14432 grad_norm: 71.6364 loss: 5.5603 loss_cls: 0.2963 loss_bbox: 0.5888 d0.loss_cls: 0.3588 d0.loss_bbox: 0.6751 d1.loss_cls: 0.3251 d1.loss_bbox: 0.6206 d2.loss_cls: 0.3124 d2.loss_bbox: 0.6001 d3.loss_cls: 0.3015 d3.loss_bbox: 0.5933 d4.loss_cls: 0.2985 d4.loss_bbox: 0.5897 2022/12/23 20:31:44 - mmengine - INFO - Epoch(train) [13][4200/4689] lr: 1.0000e-04 eta: 18:11:44 time: 1.2780 data_time: 0.0647 memory: 14432 grad_norm: 59.7587 loss: 5.3796 loss_cls: 0.2727 loss_bbox: 0.5768 d0.loss_cls: 0.3370 d0.loss_bbox: 0.6720 d1.loss_cls: 0.3069 d1.loss_bbox: 0.6109 d2.loss_cls: 0.2928 d2.loss_bbox: 0.5915 d3.loss_cls: 0.2829 d3.loss_bbox: 0.5825 d4.loss_cls: 0.2767 d4.loss_bbox: 0.5769 2022/12/23 20:32:47 - mmengine - INFO - Epoch(train) [13][4250/4689] lr: 1.0000e-04 eta: 18:10:41 time: 1.2441 data_time: 0.0613 memory: 14432 grad_norm: 65.9746 loss: 5.6349 loss_cls: 0.3018 loss_bbox: 0.5942 d0.loss_cls: 0.3647 d0.loss_bbox: 0.6781 d1.loss_cls: 0.3315 d1.loss_bbox: 0.6299 d2.loss_cls: 0.3159 d2.loss_bbox: 0.6105 d3.loss_cls: 0.3075 d3.loss_bbox: 0.6024 d4.loss_cls: 0.3026 d4.loss_bbox: 0.5957 2022/12/23 20:33:49 - mmengine - INFO - Epoch(train) [13][4300/4689] lr: 1.0000e-04 eta: 18:09:37 time: 1.2466 data_time: 0.0636 memory: 14432 grad_norm: 64.0312 loss: 5.5395 loss_cls: 0.2960 loss_bbox: 0.5809 d0.loss_cls: 0.3565 d0.loss_bbox: 0.6796 d1.loss_cls: 0.3228 d1.loss_bbox: 0.6235 d2.loss_cls: 0.3099 d2.loss_bbox: 0.5988 d3.loss_cls: 0.3024 d3.loss_bbox: 0.5895 d4.loss_cls: 0.2979 d4.loss_bbox: 0.5816 2022/12/23 20:34:52 - mmengine - INFO - Epoch(train) [13][4350/4689] lr: 1.0000e-04 eta: 18:08:35 time: 1.2677 data_time: 0.0676 memory: 14432 grad_norm: 63.5561 loss: 5.4295 loss_cls: 0.2881 loss_bbox: 0.5720 d0.loss_cls: 0.3483 d0.loss_bbox: 0.6659 d1.loss_cls: 0.3172 d1.loss_bbox: 0.6074 d2.loss_cls: 0.3020 d2.loss_bbox: 0.5905 d3.loss_cls: 0.2934 d3.loss_bbox: 0.5811 d4.loss_cls: 0.2903 d4.loss_bbox: 0.5733 2022/12/23 20:35:55 - mmengine - INFO - Epoch(train) [13][4400/4689] lr: 1.0000e-04 eta: 18:07:31 time: 1.2455 data_time: 0.0625 memory: 14432 grad_norm: 88.7596 loss: 5.5943 loss_cls: 0.2991 loss_bbox: 0.5845 d0.loss_cls: 0.3638 d0.loss_bbox: 0.6828 d1.loss_cls: 0.3327 d1.loss_bbox: 0.6255 d2.loss_cls: 0.3182 d2.loss_bbox: 0.6000 d3.loss_cls: 0.3076 d3.loss_bbox: 0.5926 d4.loss_cls: 0.3022 d4.loss_bbox: 0.5852 2022/12/23 20:36:59 - mmengine - INFO - Epoch(train) [13][4450/4689] lr: 1.0000e-04 eta: 18:06:29 time: 1.2805 data_time: 0.0760 memory: 14432 grad_norm: 66.8738 loss: 5.4687 loss_cls: 0.2852 loss_bbox: 0.5840 d0.loss_cls: 0.3455 d0.loss_bbox: 0.6724 d1.loss_cls: 0.3165 d1.loss_bbox: 0.6172 d2.loss_cls: 0.3013 d2.loss_bbox: 0.5949 d3.loss_cls: 0.2911 d3.loss_bbox: 0.5894 d4.loss_cls: 0.2882 d4.loss_bbox: 0.5832 2022/12/23 20:38:01 - mmengine - INFO - Epoch(train) [13][4500/4689] lr: 1.0000e-04 eta: 18:05:26 time: 1.2557 data_time: 0.0585 memory: 14432 grad_norm: 63.2925 loss: 5.3770 loss_cls: 0.2845 loss_bbox: 0.5656 d0.loss_cls: 0.3460 d0.loss_bbox: 0.6593 d1.loss_cls: 0.3164 d1.loss_bbox: 0.6046 d2.loss_cls: 0.3016 d2.loss_bbox: 0.5813 d3.loss_cls: 0.2896 d3.loss_bbox: 0.5749 d4.loss_cls: 0.2841 d4.loss_bbox: 0.5690 2022/12/23 20:39:05 - mmengine - INFO - Epoch(train) [13][4550/4689] lr: 1.0000e-04 eta: 18:04:24 time: 1.2649 data_time: 0.0640 memory: 14432 grad_norm: 62.8519 loss: 5.5203 loss_cls: 0.2959 loss_bbox: 0.5788 d0.loss_cls: 0.3539 d0.loss_bbox: 0.6771 d1.loss_cls: 0.3256 d1.loss_bbox: 0.6150 d2.loss_cls: 0.3121 d2.loss_bbox: 0.5937 d3.loss_cls: 0.3044 d3.loss_bbox: 0.5856 d4.loss_cls: 0.2980 d4.loss_bbox: 0.5802 2022/12/23 20:40:08 - mmengine - INFO - Epoch(train) [13][4600/4689] lr: 1.0000e-04 eta: 18:03:21 time: 1.2596 data_time: 0.0620 memory: 14432 grad_norm: 59.2300 loss: 5.4947 loss_cls: 0.2878 loss_bbox: 0.5852 d0.loss_cls: 0.3440 d0.loss_bbox: 0.6751 d1.loss_cls: 0.3134 d1.loss_bbox: 0.6226 d2.loss_cls: 0.3014 d2.loss_bbox: 0.6020 d3.loss_cls: 0.2921 d3.loss_bbox: 0.5950 d4.loss_cls: 0.2885 d4.loss_bbox: 0.5875 2022/12/23 20:41:11 - mmengine - INFO - Epoch(train) [13][4650/4689] lr: 1.0000e-04 eta: 18:02:18 time: 1.2640 data_time: 0.0629 memory: 14432 grad_norm: 62.3818 loss: 5.3407 loss_cls: 0.2720 loss_bbox: 0.5721 d0.loss_cls: 0.3372 d0.loss_bbox: 0.6613 d1.loss_cls: 0.3026 d1.loss_bbox: 0.6101 d2.loss_cls: 0.2869 d2.loss_bbox: 0.5901 d3.loss_cls: 0.2779 d3.loss_bbox: 0.5812 d4.loss_cls: 0.2749 d4.loss_bbox: 0.5743 2022/12/23 20:41:58 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 20:42:54 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 20:43:03 - mmengine - INFO - Epoch(train) [14][ 50/4689] lr: 8.6947e-05 eta: 18:00:26 time: 1.2986 data_time: 0.1137 memory: 14432 grad_norm: 82.6751 loss: 5.2151 loss_cls: 0.2669 loss_bbox: 0.5564 d0.loss_cls: 0.3292 d0.loss_bbox: 0.6465 d1.loss_cls: 0.2982 d1.loss_bbox: 0.5968 d2.loss_cls: 0.2835 d2.loss_bbox: 0.5742 d3.loss_cls: 0.2728 d3.loss_bbox: 0.5641 d4.loss_cls: 0.2694 d4.loss_bbox: 0.5571 2022/12/23 20:44:06 - mmengine - INFO - Epoch(train) [14][ 100/4689] lr: 8.6947e-05 eta: 17:59:24 time: 1.2625 data_time: 0.0662 memory: 14432 grad_norm: 63.6322 loss: 5.3690 loss_cls: 0.2779 loss_bbox: 0.5714 d0.loss_cls: 0.3420 d0.loss_bbox: 0.6652 d1.loss_cls: 0.3109 d1.loss_bbox: 0.6038 d2.loss_cls: 0.2943 d2.loss_bbox: 0.5868 d3.loss_cls: 0.2839 d3.loss_bbox: 0.5796 d4.loss_cls: 0.2793 d4.loss_bbox: 0.5738 2022/12/23 20:45:09 - mmengine - INFO - Epoch(train) [14][ 150/4689] lr: 8.6947e-05 eta: 17:58:21 time: 1.2701 data_time: 0.0651 memory: 14432 grad_norm: 70.9398 loss: 5.3589 loss_cls: 0.2842 loss_bbox: 0.5625 d0.loss_cls: 0.3431 d0.loss_bbox: 0.6604 d1.loss_cls: 0.3130 d1.loss_bbox: 0.6036 d2.loss_cls: 0.2965 d2.loss_bbox: 0.5825 d3.loss_cls: 0.2892 d3.loss_bbox: 0.5725 d4.loss_cls: 0.2858 d4.loss_bbox: 0.5655 2022/12/23 20:46:13 - mmengine - INFO - Epoch(train) [14][ 200/4689] lr: 8.6947e-05 eta: 17:57:19 time: 1.2761 data_time: 0.0644 memory: 14432 grad_norm: 62.8969 loss: 5.2616 loss_cls: 0.2666 loss_bbox: 0.5640 d0.loss_cls: 0.3328 d0.loss_bbox: 0.6575 d1.loss_cls: 0.3006 d1.loss_bbox: 0.5993 d2.loss_cls: 0.2858 d2.loss_bbox: 0.5749 d3.loss_cls: 0.2769 d3.loss_bbox: 0.5685 d4.loss_cls: 0.2700 d4.loss_bbox: 0.5646 2022/12/23 20:47:17 - mmengine - INFO - Epoch(train) [14][ 250/4689] lr: 8.6947e-05 eta: 17:56:17 time: 1.2706 data_time: 0.0604 memory: 14432 grad_norm: 65.3421 loss: 5.1697 loss_cls: 0.2705 loss_bbox: 0.5494 d0.loss_cls: 0.3299 d0.loss_bbox: 0.6369 d1.loss_cls: 0.2985 d1.loss_bbox: 0.5830 d2.loss_cls: 0.2849 d2.loss_bbox: 0.5616 d3.loss_cls: 0.2769 d3.loss_bbox: 0.5560 d4.loss_cls: 0.2728 d4.loss_bbox: 0.5492 2022/12/23 20:48:20 - mmengine - INFO - Epoch(train) [14][ 300/4689] lr: 8.6947e-05 eta: 17:55:14 time: 1.2601 data_time: 0.0604 memory: 14432 grad_norm: 62.7846 loss: 5.2062 loss_cls: 0.2672 loss_bbox: 0.5560 d0.loss_cls: 0.3284 d0.loss_bbox: 0.6466 d1.loss_cls: 0.2976 d1.loss_bbox: 0.5926 d2.loss_cls: 0.2834 d2.loss_bbox: 0.5695 d3.loss_cls: 0.2742 d3.loss_bbox: 0.5644 d4.loss_cls: 0.2697 d4.loss_bbox: 0.5566 2022/12/23 20:49:23 - mmengine - INFO - Epoch(train) [14][ 350/4689] lr: 8.6947e-05 eta: 17:54:11 time: 1.2566 data_time: 0.0642 memory: 14432 grad_norm: 65.5970 loss: 5.4599 loss_cls: 0.2912 loss_bbox: 0.5730 d0.loss_cls: 0.3567 d0.loss_bbox: 0.6702 d1.loss_cls: 0.3252 d1.loss_bbox: 0.6062 d2.loss_cls: 0.3084 d2.loss_bbox: 0.5855 d3.loss_cls: 0.2991 d3.loss_bbox: 0.5785 d4.loss_cls: 0.2913 d4.loss_bbox: 0.5746 2022/12/23 20:50:26 - mmengine - INFO - Epoch(train) [14][ 400/4689] lr: 8.6947e-05 eta: 17:53:08 time: 1.2562 data_time: 0.0612 memory: 14432 grad_norm: 66.4670 loss: 5.5037 loss_cls: 0.2888 loss_bbox: 0.5836 d0.loss_cls: 0.3472 d0.loss_bbox: 0.6806 d1.loss_cls: 0.3190 d1.loss_bbox: 0.6211 d2.loss_cls: 0.3028 d2.loss_bbox: 0.6000 d3.loss_cls: 0.2950 d3.loss_bbox: 0.5906 d4.loss_cls: 0.2904 d4.loss_bbox: 0.5847 2022/12/23 20:51:28 - mmengine - INFO - Epoch(train) [14][ 450/4689] lr: 8.6947e-05 eta: 17:52:05 time: 1.2574 data_time: 0.0710 memory: 14432 grad_norm: 91.1414 loss: 5.3312 loss_cls: 0.2790 loss_bbox: 0.5645 d0.loss_cls: 0.3402 d0.loss_bbox: 0.6586 d1.loss_cls: 0.3080 d1.loss_bbox: 0.6040 d2.loss_cls: 0.2932 d2.loss_bbox: 0.5793 d3.loss_cls: 0.2854 d3.loss_bbox: 0.5707 d4.loss_cls: 0.2803 d4.loss_bbox: 0.5679 2022/12/23 20:52:31 - mmengine - INFO - Epoch(train) [14][ 500/4689] lr: 8.6947e-05 eta: 17:51:02 time: 1.2545 data_time: 0.0594 memory: 14432 grad_norm: 60.2285 loss: 5.4057 loss_cls: 0.2912 loss_bbox: 0.5627 d0.loss_cls: 0.3505 d0.loss_bbox: 0.6653 d1.loss_cls: 0.3211 d1.loss_bbox: 0.6041 d2.loss_cls: 0.3048 d2.loss_bbox: 0.5813 d3.loss_cls: 0.2979 d3.loss_bbox: 0.5701 d4.loss_cls: 0.2927 d4.loss_bbox: 0.5640 2022/12/23 20:53:33 - mmengine - INFO - Epoch(train) [14][ 550/4689] lr: 8.6947e-05 eta: 17:49:58 time: 1.2437 data_time: 0.0594 memory: 14432 grad_norm: 70.8494 loss: 5.3953 loss_cls: 0.2827 loss_bbox: 0.5703 d0.loss_cls: 0.3454 d0.loss_bbox: 0.6642 d1.loss_cls: 0.3109 d1.loss_bbox: 0.6138 d2.loss_cls: 0.2964 d2.loss_bbox: 0.5884 d3.loss_cls: 0.2866 d3.loss_bbox: 0.5806 d4.loss_cls: 0.2843 d4.loss_bbox: 0.5716 2022/12/23 20:54:35 - mmengine - INFO - Epoch(train) [14][ 600/4689] lr: 8.6947e-05 eta: 17:48:55 time: 1.2360 data_time: 0.0597 memory: 14432 grad_norm: 74.2588 loss: 5.4938 loss_cls: 0.2969 loss_bbox: 0.5751 d0.loss_cls: 0.3628 d0.loss_bbox: 0.6619 d1.loss_cls: 0.3278 d1.loss_bbox: 0.6113 d2.loss_cls: 0.3128 d2.loss_bbox: 0.5877 d3.loss_cls: 0.3030 d3.loss_bbox: 0.5800 d4.loss_cls: 0.2984 d4.loss_bbox: 0.5761 2022/12/23 20:55:39 - mmengine - INFO - Epoch(train) [14][ 650/4689] lr: 8.6947e-05 eta: 17:47:52 time: 1.2737 data_time: 0.0663 memory: 14432 grad_norm: 61.1332 loss: 5.3089 loss_cls: 0.2793 loss_bbox: 0.5615 d0.loss_cls: 0.3378 d0.loss_bbox: 0.6546 d1.loss_cls: 0.3085 d1.loss_bbox: 0.5976 d2.loss_cls: 0.2961 d2.loss_bbox: 0.5729 d3.loss_cls: 0.2863 d3.loss_bbox: 0.5698 d4.loss_cls: 0.2823 d4.loss_bbox: 0.5623 2022/12/23 20:56:44 - mmengine - INFO - Epoch(train) [14][ 700/4689] lr: 8.6947e-05 eta: 17:46:51 time: 1.2958 data_time: 0.0669 memory: 14432 grad_norm: 70.0162 loss: 5.3708 loss_cls: 0.2842 loss_bbox: 0.5643 d0.loss_cls: 0.3425 d0.loss_bbox: 0.6622 d1.loss_cls: 0.3123 d1.loss_bbox: 0.6068 d2.loss_cls: 0.2984 d2.loss_bbox: 0.5829 d3.loss_cls: 0.2892 d3.loss_bbox: 0.5749 d4.loss_cls: 0.2860 d4.loss_bbox: 0.5671 2022/12/23 20:57:47 - mmengine - INFO - Epoch(train) [14][ 750/4689] lr: 8.6947e-05 eta: 17:45:48 time: 1.2645 data_time: 0.0661 memory: 14432 grad_norm: 83.6862 loss: 5.2255 loss_cls: 0.2704 loss_bbox: 0.5540 d0.loss_cls: 0.3337 d0.loss_bbox: 0.6486 d1.loss_cls: 0.3022 d1.loss_bbox: 0.5948 d2.loss_cls: 0.2885 d2.loss_bbox: 0.5692 d3.loss_cls: 0.2773 d3.loss_bbox: 0.5603 d4.loss_cls: 0.2714 d4.loss_bbox: 0.5552 2022/12/23 20:58:50 - mmengine - INFO - Epoch(train) [14][ 800/4689] lr: 8.6947e-05 eta: 17:44:46 time: 1.2663 data_time: 0.0662 memory: 14432 grad_norm: 63.2659 loss: 5.3581 loss_cls: 0.2869 loss_bbox: 0.5603 d0.loss_cls: 0.3473 d0.loss_bbox: 0.6585 d1.loss_cls: 0.3181 d1.loss_bbox: 0.5977 d2.loss_cls: 0.3034 d2.loss_bbox: 0.5758 d3.loss_cls: 0.2931 d3.loss_bbox: 0.5672 d4.loss_cls: 0.2876 d4.loss_bbox: 0.5623 2022/12/23 20:59:53 - mmengine - INFO - Epoch(train) [14][ 850/4689] lr: 8.6947e-05 eta: 17:43:43 time: 1.2541 data_time: 0.0647 memory: 14432 grad_norm: 61.0851 loss: 5.4636 loss_cls: 0.2837 loss_bbox: 0.5831 d0.loss_cls: 0.3425 d0.loss_bbox: 0.6751 d1.loss_cls: 0.3149 d1.loss_bbox: 0.6159 d2.loss_cls: 0.2996 d2.loss_bbox: 0.5983 d3.loss_cls: 0.2879 d3.loss_bbox: 0.5922 d4.loss_cls: 0.2856 d4.loss_bbox: 0.5848 2022/12/23 21:00:56 - mmengine - INFO - Epoch(train) [14][ 900/4689] lr: 8.6947e-05 eta: 17:42:40 time: 1.2588 data_time: 0.0608 memory: 14432 grad_norm: 65.2450 loss: 5.3430 loss_cls: 0.2837 loss_bbox: 0.5627 d0.loss_cls: 0.3415 d0.loss_bbox: 0.6579 d1.loss_cls: 0.3119 d1.loss_bbox: 0.5992 d2.loss_cls: 0.2978 d2.loss_bbox: 0.5798 d3.loss_cls: 0.2895 d3.loss_bbox: 0.5700 d4.loss_cls: 0.2856 d4.loss_bbox: 0.5632 2022/12/23 21:01:58 - mmengine - INFO - Epoch(train) [14][ 950/4689] lr: 8.6947e-05 eta: 17:41:36 time: 1.2402 data_time: 0.0612 memory: 14432 grad_norm: 66.2402 loss: 5.3491 loss_cls: 0.2825 loss_bbox: 0.5650 d0.loss_cls: 0.3449 d0.loss_bbox: 0.6577 d1.loss_cls: 0.3127 d1.loss_bbox: 0.5995 d2.loss_cls: 0.2985 d2.loss_bbox: 0.5796 d3.loss_cls: 0.2900 d3.loss_bbox: 0.5695 d4.loss_cls: 0.2850 d4.loss_bbox: 0.5641 2022/12/23 21:03:01 - mmengine - INFO - Epoch(train) [14][1000/4689] lr: 8.6947e-05 eta: 17:40:33 time: 1.2535 data_time: 0.0655 memory: 14432 grad_norm: 63.2319 loss: 5.3783 loss_cls: 0.2835 loss_bbox: 0.5678 d0.loss_cls: 0.3468 d0.loss_bbox: 0.6591 d1.loss_cls: 0.3140 d1.loss_bbox: 0.6060 d2.loss_cls: 0.2965 d2.loss_bbox: 0.5849 d3.loss_cls: 0.2877 d3.loss_bbox: 0.5766 d4.loss_cls: 0.2851 d4.loss_bbox: 0.5703 2022/12/23 21:03:55 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 21:04:04 - mmengine - INFO - Epoch(train) [14][1050/4689] lr: 8.6947e-05 eta: 17:39:30 time: 1.2647 data_time: 0.0651 memory: 14432 grad_norm: 61.3561 loss: 5.3678 loss_cls: 0.2792 loss_bbox: 0.5724 d0.loss_cls: 0.3365 d0.loss_bbox: 0.6646 d1.loss_cls: 0.3085 d1.loss_bbox: 0.6082 d2.loss_cls: 0.2916 d2.loss_bbox: 0.5886 d3.loss_cls: 0.2824 d3.loss_bbox: 0.5819 d4.loss_cls: 0.2784 d4.loss_bbox: 0.5756 2022/12/23 21:05:08 - mmengine - INFO - Epoch(train) [14][1100/4689] lr: 8.6947e-05 eta: 17:38:28 time: 1.2802 data_time: 0.0639 memory: 14432 grad_norm: 62.6740 loss: 5.2242 loss_cls: 0.2740 loss_bbox: 0.5501 d0.loss_cls: 0.3320 d0.loss_bbox: 0.6501 d1.loss_cls: 0.3033 d1.loss_bbox: 0.5902 d2.loss_cls: 0.2878 d2.loss_bbox: 0.5691 d3.loss_cls: 0.2801 d3.loss_bbox: 0.5602 d4.loss_cls: 0.2753 d4.loss_bbox: 0.5519 2022/12/23 21:06:11 - mmengine - INFO - Epoch(train) [14][1150/4689] lr: 8.6947e-05 eta: 17:37:26 time: 1.2657 data_time: 0.0590 memory: 14432 grad_norm: 65.4974 loss: 5.3520 loss_cls: 0.2793 loss_bbox: 0.5687 d0.loss_cls: 0.3436 d0.loss_bbox: 0.6565 d1.loss_cls: 0.3139 d1.loss_bbox: 0.6014 d2.loss_cls: 0.2964 d2.loss_bbox: 0.5815 d3.loss_cls: 0.2872 d3.loss_bbox: 0.5732 d4.loss_cls: 0.2821 d4.loss_bbox: 0.5683 2022/12/23 21:07:16 - mmengine - INFO - Epoch(train) [14][1200/4689] lr: 8.6947e-05 eta: 17:36:24 time: 1.2875 data_time: 0.0624 memory: 14432 grad_norm: 57.4974 loss: 5.4139 loss_cls: 0.2879 loss_bbox: 0.5702 d0.loss_cls: 0.3463 d0.loss_bbox: 0.6637 d1.loss_cls: 0.3147 d1.loss_bbox: 0.6080 d2.loss_cls: 0.3011 d2.loss_bbox: 0.5875 d3.loss_cls: 0.2937 d3.loss_bbox: 0.5792 d4.loss_cls: 0.2892 d4.loss_bbox: 0.5725 2022/12/23 21:08:18 - mmengine - INFO - Epoch(train) [14][1250/4689] lr: 8.6947e-05 eta: 17:35:21 time: 1.2533 data_time: 0.0681 memory: 14432 grad_norm: 61.2340 loss: 5.4111 loss_cls: 0.2880 loss_bbox: 0.5685 d0.loss_cls: 0.3451 d0.loss_bbox: 0.6692 d1.loss_cls: 0.3165 d1.loss_bbox: 0.6072 d2.loss_cls: 0.3035 d2.loss_bbox: 0.5835 d3.loss_cls: 0.2955 d3.loss_bbox: 0.5743 d4.loss_cls: 0.2908 d4.loss_bbox: 0.5689 2022/12/23 21:09:21 - mmengine - INFO - Epoch(train) [14][1300/4689] lr: 8.6947e-05 eta: 17:34:18 time: 1.2564 data_time: 0.0610 memory: 14432 grad_norm: 64.5436 loss: 5.3082 loss_cls: 0.2786 loss_bbox: 0.5595 d0.loss_cls: 0.3423 d0.loss_bbox: 0.6557 d1.loss_cls: 0.3098 d1.loss_bbox: 0.5986 d2.loss_cls: 0.2945 d2.loss_bbox: 0.5761 d3.loss_cls: 0.2858 d3.loss_bbox: 0.5665 d4.loss_cls: 0.2815 d4.loss_bbox: 0.5593 2022/12/23 21:10:24 - mmengine - INFO - Epoch(train) [14][1350/4689] lr: 8.6947e-05 eta: 17:33:15 time: 1.2664 data_time: 0.0597 memory: 14432 grad_norm: 73.4290 loss: 5.4880 loss_cls: 0.2966 loss_bbox: 0.5710 d0.loss_cls: 0.3570 d0.loss_bbox: 0.6703 d1.loss_cls: 0.3287 d1.loss_bbox: 0.6110 d2.loss_cls: 0.3145 d2.loss_bbox: 0.5880 d3.loss_cls: 0.3052 d3.loss_bbox: 0.5750 d4.loss_cls: 0.3007 d4.loss_bbox: 0.5699 2022/12/23 21:11:27 - mmengine - INFO - Epoch(train) [14][1400/4689] lr: 8.6947e-05 eta: 17:32:12 time: 1.2531 data_time: 0.0622 memory: 14432 grad_norm: 64.0348 loss: 5.4521 loss_cls: 0.2868 loss_bbox: 0.5791 d0.loss_cls: 0.3462 d0.loss_bbox: 0.6652 d1.loss_cls: 0.3160 d1.loss_bbox: 0.6129 d2.loss_cls: 0.3016 d2.loss_bbox: 0.5946 d3.loss_cls: 0.2942 d3.loss_bbox: 0.5862 d4.loss_cls: 0.2888 d4.loss_bbox: 0.5805 2022/12/23 21:12:30 - mmengine - INFO - Epoch(train) [14][1450/4689] lr: 8.6947e-05 eta: 17:31:09 time: 1.2587 data_time: 0.0648 memory: 14432 grad_norm: 59.4837 loss: 5.2482 loss_cls: 0.2714 loss_bbox: 0.5587 d0.loss_cls: 0.3311 d0.loss_bbox: 0.6553 d1.loss_cls: 0.2988 d1.loss_bbox: 0.5972 d2.loss_cls: 0.2861 d2.loss_bbox: 0.5730 d3.loss_cls: 0.2763 d3.loss_bbox: 0.5670 d4.loss_cls: 0.2716 d4.loss_bbox: 0.5615 2022/12/23 21:13:33 - mmengine - INFO - Epoch(train) [14][1500/4689] lr: 8.6947e-05 eta: 17:30:06 time: 1.2542 data_time: 0.0702 memory: 14432 grad_norm: 75.2466 loss: 5.3354 loss_cls: 0.2779 loss_bbox: 0.5651 d0.loss_cls: 0.3434 d0.loss_bbox: 0.6551 d1.loss_cls: 0.3118 d1.loss_bbox: 0.6041 d2.loss_cls: 0.2946 d2.loss_bbox: 0.5811 d3.loss_cls: 0.2852 d3.loss_bbox: 0.5720 d4.loss_cls: 0.2805 d4.loss_bbox: 0.5646 2022/12/23 21:14:35 - mmengine - INFO - Epoch(train) [14][1550/4689] lr: 8.6947e-05 eta: 17:29:03 time: 1.2365 data_time: 0.0584 memory: 14432 grad_norm: 70.0060 loss: 5.3895 loss_cls: 0.2832 loss_bbox: 0.5700 d0.loss_cls: 0.3445 d0.loss_bbox: 0.6617 d1.loss_cls: 0.3148 d1.loss_bbox: 0.6066 d2.loss_cls: 0.2978 d2.loss_bbox: 0.5875 d3.loss_cls: 0.2895 d3.loss_bbox: 0.5773 d4.loss_cls: 0.2869 d4.loss_bbox: 0.5699 2022/12/23 21:15:37 - mmengine - INFO - Epoch(train) [14][1600/4689] lr: 8.6947e-05 eta: 17:27:59 time: 1.2407 data_time: 0.0613 memory: 14432 grad_norm: 67.7281 loss: 5.2154 loss_cls: 0.2660 loss_bbox: 0.5603 d0.loss_cls: 0.3279 d0.loss_bbox: 0.6494 d1.loss_cls: 0.2953 d1.loss_bbox: 0.5945 d2.loss_cls: 0.2813 d2.loss_bbox: 0.5734 d3.loss_cls: 0.2728 d3.loss_bbox: 0.5661 d4.loss_cls: 0.2686 d4.loss_bbox: 0.5597 2022/12/23 21:16:40 - mmengine - INFO - Epoch(train) [14][1650/4689] lr: 8.6947e-05 eta: 17:26:56 time: 1.2639 data_time: 0.0769 memory: 14432 grad_norm: 68.8388 loss: 5.5319 loss_cls: 0.3054 loss_bbox: 0.5741 d0.loss_cls: 0.3651 d0.loss_bbox: 0.6633 d1.loss_cls: 0.3330 d1.loss_bbox: 0.6112 d2.loss_cls: 0.3181 d2.loss_bbox: 0.5902 d3.loss_cls: 0.3107 d3.loss_bbox: 0.5804 d4.loss_cls: 0.3057 d4.loss_bbox: 0.5748 2022/12/23 21:17:44 - mmengine - INFO - Epoch(train) [14][1700/4689] lr: 8.6947e-05 eta: 17:25:54 time: 1.2792 data_time: 0.0585 memory: 14432 grad_norm: 65.3110 loss: 5.3663 loss_cls: 0.2807 loss_bbox: 0.5667 d0.loss_cls: 0.3458 d0.loss_bbox: 0.6637 d1.loss_cls: 0.3146 d1.loss_bbox: 0.6023 d2.loss_cls: 0.2995 d2.loss_bbox: 0.5806 d3.loss_cls: 0.2911 d3.loss_bbox: 0.5711 d4.loss_cls: 0.2840 d4.loss_bbox: 0.5661 2022/12/23 21:18:47 - mmengine - INFO - Epoch(train) [14][1750/4689] lr: 8.6947e-05 eta: 17:24:51 time: 1.2617 data_time: 0.0616 memory: 14432 grad_norm: 62.7813 loss: 5.5180 loss_cls: 0.2889 loss_bbox: 0.5876 d0.loss_cls: 0.3501 d0.loss_bbox: 0.6784 d1.loss_cls: 0.3196 d1.loss_bbox: 0.6207 d2.loss_cls: 0.3046 d2.loss_bbox: 0.5999 d3.loss_cls: 0.2973 d3.loss_bbox: 0.5925 d4.loss_cls: 0.2910 d4.loss_bbox: 0.5875 2022/12/23 21:19:49 - mmengine - INFO - Epoch(train) [14][1800/4689] lr: 8.6947e-05 eta: 17:23:48 time: 1.2483 data_time: 0.0575 memory: 14432 grad_norm: 66.1396 loss: 5.4366 loss_cls: 0.2807 loss_bbox: 0.5834 d0.loss_cls: 0.3408 d0.loss_bbox: 0.6724 d1.loss_cls: 0.3118 d1.loss_bbox: 0.6156 d2.loss_cls: 0.2956 d2.loss_bbox: 0.5954 d3.loss_cls: 0.2869 d3.loss_bbox: 0.5874 d4.loss_cls: 0.2827 d4.loss_bbox: 0.5838 2022/12/23 21:20:53 - mmengine - INFO - Epoch(train) [14][1850/4689] lr: 8.6947e-05 eta: 17:22:46 time: 1.2648 data_time: 0.0611 memory: 14432 grad_norm: 73.2251 loss: 5.5454 loss_cls: 0.2988 loss_bbox: 0.5787 d0.loss_cls: 0.3590 d0.loss_bbox: 0.6744 d1.loss_cls: 0.3316 d1.loss_bbox: 0.6178 d2.loss_cls: 0.3136 d2.loss_bbox: 0.5977 d3.loss_cls: 0.3054 d3.loss_bbox: 0.5871 d4.loss_cls: 0.3002 d4.loss_bbox: 0.5811 2022/12/23 21:21:56 - mmengine - INFO - Epoch(train) [14][1900/4689] lr: 8.6947e-05 eta: 17:21:43 time: 1.2575 data_time: 0.0662 memory: 14432 grad_norm: 65.7729 loss: 5.2680 loss_cls: 0.2752 loss_bbox: 0.5548 d0.loss_cls: 0.3392 d0.loss_bbox: 0.6566 d1.loss_cls: 0.3063 d1.loss_bbox: 0.5955 d2.loss_cls: 0.2897 d2.loss_bbox: 0.5738 d3.loss_cls: 0.2814 d3.loss_bbox: 0.5626 d4.loss_cls: 0.2771 d4.loss_bbox: 0.5559 2022/12/23 21:22:59 - mmengine - INFO - Epoch(train) [14][1950/4689] lr: 8.6947e-05 eta: 17:20:40 time: 1.2619 data_time: 0.0621 memory: 14432 grad_norm: 61.4271 loss: 5.3822 loss_cls: 0.2889 loss_bbox: 0.5629 d0.loss_cls: 0.3437 d0.loss_bbox: 0.6615 d1.loss_cls: 0.3163 d1.loss_bbox: 0.6045 d2.loss_cls: 0.3043 d2.loss_bbox: 0.5781 d3.loss_cls: 0.2947 d3.loss_bbox: 0.5723 d4.loss_cls: 0.2916 d4.loss_bbox: 0.5633 2022/12/23 21:24:02 - mmengine - INFO - Epoch(train) [14][2000/4689] lr: 8.6947e-05 eta: 17:19:37 time: 1.2677 data_time: 0.0633 memory: 14432 grad_norm: 60.7851 loss: 5.4236 loss_cls: 0.2905 loss_bbox: 0.5683 d0.loss_cls: 0.3458 d0.loss_bbox: 0.6669 d1.loss_cls: 0.3188 d1.loss_bbox: 0.6092 d2.loss_cls: 0.3055 d2.loss_bbox: 0.5860 d3.loss_cls: 0.2970 d3.loss_bbox: 0.5745 d4.loss_cls: 0.2925 d4.loss_bbox: 0.5685 2022/12/23 21:24:57 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 21:25:06 - mmengine - INFO - Epoch(train) [14][2050/4689] lr: 8.6947e-05 eta: 17:18:35 time: 1.2816 data_time: 0.0752 memory: 14432 grad_norm: 67.0964 loss: 5.3240 loss_cls: 0.2746 loss_bbox: 0.5680 d0.loss_cls: 0.3371 d0.loss_bbox: 0.6622 d1.loss_cls: 0.3078 d1.loss_bbox: 0.6032 d2.loss_cls: 0.2912 d2.loss_bbox: 0.5810 d3.loss_cls: 0.2805 d3.loss_bbox: 0.5733 d4.loss_cls: 0.2764 d4.loss_bbox: 0.5688 2022/12/23 21:26:09 - mmengine - INFO - Epoch(train) [14][2100/4689] lr: 8.6947e-05 eta: 17:17:32 time: 1.2507 data_time: 0.0680 memory: 14432 grad_norm: 71.7618 loss: 5.4222 loss_cls: 0.2871 loss_bbox: 0.5719 d0.loss_cls: 0.3463 d0.loss_bbox: 0.6675 d1.loss_cls: 0.3162 d1.loss_bbox: 0.6087 d2.loss_cls: 0.3021 d2.loss_bbox: 0.5877 d3.loss_cls: 0.2919 d3.loss_bbox: 0.5808 d4.loss_cls: 0.2879 d4.loss_bbox: 0.5741 2022/12/23 21:27:12 - mmengine - INFO - Epoch(train) [14][2150/4689] lr: 8.6947e-05 eta: 17:16:30 time: 1.2668 data_time: 0.0659 memory: 14432 grad_norm: 72.2663 loss: 5.3737 loss_cls: 0.2758 loss_bbox: 0.5734 d0.loss_cls: 0.3397 d0.loss_bbox: 0.6658 d1.loss_cls: 0.3119 d1.loss_bbox: 0.6086 d2.loss_cls: 0.2966 d2.loss_bbox: 0.5852 d3.loss_cls: 0.2837 d3.loss_bbox: 0.5804 d4.loss_cls: 0.2789 d4.loss_bbox: 0.5738 2022/12/23 21:28:15 - mmengine - INFO - Epoch(train) [14][2200/4689] lr: 8.6947e-05 eta: 17:15:27 time: 1.2554 data_time: 0.0649 memory: 14432 grad_norm: 55.0223 loss: 5.1544 loss_cls: 0.2693 loss_bbox: 0.5428 d0.loss_cls: 0.3329 d0.loss_bbox: 0.6390 d1.loss_cls: 0.3013 d1.loss_bbox: 0.5809 d2.loss_cls: 0.2870 d2.loss_bbox: 0.5577 d3.loss_cls: 0.2764 d3.loss_bbox: 0.5519 d4.loss_cls: 0.2718 d4.loss_bbox: 0.5435 2022/12/23 21:29:18 - mmengine - INFO - Epoch(train) [14][2250/4689] lr: 8.6947e-05 eta: 17:14:24 time: 1.2614 data_time: 0.0682 memory: 14432 grad_norm: 57.1955 loss: 5.3440 loss_cls: 0.2811 loss_bbox: 0.5639 d0.loss_cls: 0.3398 d0.loss_bbox: 0.6582 d1.loss_cls: 0.3116 d1.loss_bbox: 0.6041 d2.loss_cls: 0.2983 d2.loss_bbox: 0.5795 d3.loss_cls: 0.2882 d3.loss_bbox: 0.5714 d4.loss_cls: 0.2838 d4.loss_bbox: 0.5642 2022/12/23 21:30:21 - mmengine - INFO - Epoch(train) [14][2300/4689] lr: 8.6947e-05 eta: 17:13:21 time: 1.2624 data_time: 0.0690 memory: 14432 grad_norm: 63.3550 loss: 5.3631 loss_cls: 0.2780 loss_bbox: 0.5692 d0.loss_cls: 0.3434 d0.loss_bbox: 0.6585 d1.loss_cls: 0.3149 d1.loss_bbox: 0.6040 d2.loss_cls: 0.2955 d2.loss_bbox: 0.5851 d3.loss_cls: 0.2845 d3.loss_bbox: 0.5785 d4.loss_cls: 0.2812 d4.loss_bbox: 0.5703 2022/12/23 21:31:24 - mmengine - INFO - Epoch(train) [14][2350/4689] lr: 8.6947e-05 eta: 17:12:18 time: 1.2626 data_time: 0.0594 memory: 14432 grad_norm: 68.7515 loss: 5.3200 loss_cls: 0.2730 loss_bbox: 0.5695 d0.loss_cls: 0.3355 d0.loss_bbox: 0.6590 d1.loss_cls: 0.3056 d1.loss_bbox: 0.6052 d2.loss_cls: 0.2899 d2.loss_bbox: 0.5812 d3.loss_cls: 0.2785 d3.loss_bbox: 0.5774 d4.loss_cls: 0.2750 d4.loss_bbox: 0.5701 2022/12/23 21:32:27 - mmengine - INFO - Epoch(train) [14][2400/4689] lr: 8.6947e-05 eta: 17:11:15 time: 1.2547 data_time: 0.0609 memory: 14432 grad_norm: 66.4173 loss: 5.3084 loss_cls: 0.2812 loss_bbox: 0.5601 d0.loss_cls: 0.3380 d0.loss_bbox: 0.6538 d1.loss_cls: 0.3126 d1.loss_bbox: 0.5962 d2.loss_cls: 0.2958 d2.loss_bbox: 0.5743 d3.loss_cls: 0.2855 d3.loss_bbox: 0.5669 d4.loss_cls: 0.2834 d4.loss_bbox: 0.5606 2022/12/23 21:33:31 - mmengine - INFO - Epoch(train) [14][2450/4689] lr: 8.6947e-05 eta: 17:10:13 time: 1.2796 data_time: 0.0771 memory: 14432 grad_norm: 65.4375 loss: 5.3739 loss_cls: 0.2858 loss_bbox: 0.5637 d0.loss_cls: 0.3416 d0.loss_bbox: 0.6660 d1.loss_cls: 0.3141 d1.loss_bbox: 0.6059 d2.loss_cls: 0.2980 d2.loss_bbox: 0.5822 d3.loss_cls: 0.2888 d3.loss_bbox: 0.5746 d4.loss_cls: 0.2871 d4.loss_bbox: 0.5662 2022/12/23 21:34:34 - mmengine - INFO - Epoch(train) [14][2500/4689] lr: 8.6947e-05 eta: 17:09:11 time: 1.2657 data_time: 0.0600 memory: 14432 grad_norm: 64.3916 loss: 5.3366 loss_cls: 0.2836 loss_bbox: 0.5606 d0.loss_cls: 0.3455 d0.loss_bbox: 0.6545 d1.loss_cls: 0.3144 d1.loss_bbox: 0.5978 d2.loss_cls: 0.2979 d2.loss_bbox: 0.5782 d3.loss_cls: 0.2890 d3.loss_bbox: 0.5692 d4.loss_cls: 0.2844 d4.loss_bbox: 0.5615 2022/12/23 21:35:37 - mmengine - INFO - Epoch(train) [14][2550/4689] lr: 8.6947e-05 eta: 17:08:07 time: 1.2552 data_time: 0.0680 memory: 14432 grad_norm: 64.7682 loss: 5.3401 loss_cls: 0.2796 loss_bbox: 0.5650 d0.loss_cls: 0.3411 d0.loss_bbox: 0.6634 d1.loss_cls: 0.3086 d1.loss_bbox: 0.6046 d2.loss_cls: 0.2956 d2.loss_bbox: 0.5792 d3.loss_cls: 0.2861 d3.loss_bbox: 0.5707 d4.loss_cls: 0.2814 d4.loss_bbox: 0.5649 2022/12/23 21:36:40 - mmengine - INFO - Epoch(train) [14][2600/4689] lr: 8.6947e-05 eta: 17:07:05 time: 1.2654 data_time: 0.0611 memory: 14432 grad_norm: 65.2772 loss: 5.3026 loss_cls: 0.2775 loss_bbox: 0.5599 d0.loss_cls: 0.3354 d0.loss_bbox: 0.6600 d1.loss_cls: 0.3079 d1.loss_bbox: 0.6010 d2.loss_cls: 0.2918 d2.loss_bbox: 0.5765 d3.loss_cls: 0.2819 d3.loss_bbox: 0.5694 d4.loss_cls: 0.2788 d4.loss_bbox: 0.5625 2022/12/23 21:37:44 - mmengine - INFO - Epoch(train) [14][2650/4689] lr: 8.6947e-05 eta: 17:06:03 time: 1.2822 data_time: 0.0605 memory: 14432 grad_norm: 58.4707 loss: 5.3109 loss_cls: 0.2820 loss_bbox: 0.5588 d0.loss_cls: 0.3349 d0.loss_bbox: 0.6598 d1.loss_cls: 0.3059 d1.loss_bbox: 0.5991 d2.loss_cls: 0.2948 d2.loss_bbox: 0.5779 d3.loss_cls: 0.2862 d3.loss_bbox: 0.5681 d4.loss_cls: 0.2841 d4.loss_bbox: 0.5593 2022/12/23 21:38:47 - mmengine - INFO - Epoch(train) [14][2700/4689] lr: 8.6947e-05 eta: 17:05:00 time: 1.2470 data_time: 0.0589 memory: 14432 grad_norm: 59.5036 loss: 5.2193 loss_cls: 0.2654 loss_bbox: 0.5582 d0.loss_cls: 0.3289 d0.loss_bbox: 0.6524 d1.loss_cls: 0.2971 d1.loss_bbox: 0.5945 d2.loss_cls: 0.2809 d2.loss_bbox: 0.5760 d3.loss_cls: 0.2723 d3.loss_bbox: 0.5653 d4.loss_cls: 0.2681 d4.loss_bbox: 0.5600 2022/12/23 21:39:49 - mmengine - INFO - Epoch(train) [14][2750/4689] lr: 8.6947e-05 eta: 17:03:56 time: 1.2532 data_time: 0.0606 memory: 14432 grad_norm: 77.4936 loss: 5.4157 loss_cls: 0.2841 loss_bbox: 0.5720 d0.loss_cls: 0.3434 d0.loss_bbox: 0.6696 d1.loss_cls: 0.3156 d1.loss_bbox: 0.6124 d2.loss_cls: 0.3010 d2.loss_bbox: 0.5889 d3.loss_cls: 0.2912 d3.loss_bbox: 0.5792 d4.loss_cls: 0.2866 d4.loss_bbox: 0.5719 2022/12/23 21:40:52 - mmengine - INFO - Epoch(train) [14][2800/4689] lr: 8.6947e-05 eta: 17:02:53 time: 1.2458 data_time: 0.0580 memory: 14432 grad_norm: 72.3656 loss: 5.4365 loss_cls: 0.2926 loss_bbox: 0.5697 d0.loss_cls: 0.3501 d0.loss_bbox: 0.6622 d1.loss_cls: 0.3239 d1.loss_bbox: 0.6050 d2.loss_cls: 0.3074 d2.loss_bbox: 0.5846 d3.loss_cls: 0.2983 d3.loss_bbox: 0.5772 d4.loss_cls: 0.2935 d4.loss_bbox: 0.5721 2022/12/23 21:41:54 - mmengine - INFO - Epoch(train) [14][2850/4689] lr: 8.6947e-05 eta: 17:01:50 time: 1.2531 data_time: 0.0682 memory: 14432 grad_norm: 64.4807 loss: 5.3310 loss_cls: 0.2758 loss_bbox: 0.5635 d0.loss_cls: 0.3468 d0.loss_bbox: 0.6593 d1.loss_cls: 0.3120 d1.loss_bbox: 0.6044 d2.loss_cls: 0.2941 d2.loss_bbox: 0.5784 d3.loss_cls: 0.2840 d3.loss_bbox: 0.5700 d4.loss_cls: 0.2787 d4.loss_bbox: 0.5640 2022/12/23 21:42:57 - mmengine - INFO - Epoch(train) [14][2900/4689] lr: 8.6947e-05 eta: 17:00:47 time: 1.2450 data_time: 0.0624 memory: 14432 grad_norm: 70.5402 loss: 5.3720 loss_cls: 0.2804 loss_bbox: 0.5689 d0.loss_cls: 0.3457 d0.loss_bbox: 0.6620 d1.loss_cls: 0.3152 d1.loss_bbox: 0.6045 d2.loss_cls: 0.2982 d2.loss_bbox: 0.5824 d3.loss_cls: 0.2894 d3.loss_bbox: 0.5731 d4.loss_cls: 0.2816 d4.loss_bbox: 0.5706 2022/12/23 21:44:00 - mmengine - INFO - Epoch(train) [14][2950/4689] lr: 8.6947e-05 eta: 16:59:44 time: 1.2709 data_time: 0.0584 memory: 14432 grad_norm: 62.9734 loss: 5.3357 loss_cls: 0.2758 loss_bbox: 0.5656 d0.loss_cls: 0.3372 d0.loss_bbox: 0.6682 d1.loss_cls: 0.3058 d1.loss_bbox: 0.6094 d2.loss_cls: 0.2887 d2.loss_bbox: 0.5873 d3.loss_cls: 0.2808 d3.loss_bbox: 0.5728 d4.loss_cls: 0.2776 d4.loss_bbox: 0.5664 2022/12/23 21:45:03 - mmengine - INFO - Epoch(train) [14][3000/4689] lr: 8.6947e-05 eta: 16:58:41 time: 1.2587 data_time: 0.0573 memory: 14432 grad_norm: 68.0607 loss: 5.4969 loss_cls: 0.2934 loss_bbox: 0.5753 d0.loss_cls: 0.3535 d0.loss_bbox: 0.6730 d1.loss_cls: 0.3282 d1.loss_bbox: 0.6135 d2.loss_cls: 0.3141 d2.loss_bbox: 0.5892 d3.loss_cls: 0.3015 d3.loss_bbox: 0.5830 d4.loss_cls: 0.2963 d4.loss_bbox: 0.5759 2022/12/23 21:45:57 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 21:46:06 - mmengine - INFO - Epoch(train) [14][3050/4689] lr: 8.6947e-05 eta: 16:57:38 time: 1.2457 data_time: 0.0651 memory: 14432 grad_norm: 67.8571 loss: 5.4809 loss_cls: 0.2897 loss_bbox: 0.5761 d0.loss_cls: 0.3529 d0.loss_bbox: 0.6745 d1.loss_cls: 0.3246 d1.loss_bbox: 0.6157 d2.loss_cls: 0.3087 d2.loss_bbox: 0.5905 d3.loss_cls: 0.2980 d3.loss_bbox: 0.5824 d4.loss_cls: 0.2932 d4.loss_bbox: 0.5746 2022/12/23 21:47:10 - mmengine - INFO - Epoch(train) [14][3100/4689] lr: 8.6947e-05 eta: 16:56:36 time: 1.2887 data_time: 0.0720 memory: 14432 grad_norm: 71.1243 loss: 5.4748 loss_cls: 0.2891 loss_bbox: 0.5755 d0.loss_cls: 0.3522 d0.loss_bbox: 0.6715 d1.loss_cls: 0.3223 d1.loss_bbox: 0.6173 d2.loss_cls: 0.3078 d2.loss_bbox: 0.5913 d3.loss_cls: 0.2965 d3.loss_bbox: 0.5839 d4.loss_cls: 0.2918 d4.loss_bbox: 0.5755 2022/12/23 21:48:12 - mmengine - INFO - Epoch(train) [14][3150/4689] lr: 8.6947e-05 eta: 16:55:32 time: 1.2405 data_time: 0.0537 memory: 14432 grad_norm: 65.5697 loss: 5.5133 loss_cls: 0.2902 loss_bbox: 0.5830 d0.loss_cls: 0.3557 d0.loss_bbox: 0.6699 d1.loss_cls: 0.3235 d1.loss_bbox: 0.6201 d2.loss_cls: 0.3091 d2.loss_bbox: 0.5964 d3.loss_cls: 0.2968 d3.loss_bbox: 0.5911 d4.loss_cls: 0.2934 d4.loss_bbox: 0.5841 2022/12/23 21:49:14 - mmengine - INFO - Epoch(train) [14][3200/4689] lr: 8.6947e-05 eta: 16:54:29 time: 1.2492 data_time: 0.0584 memory: 14432 grad_norm: 73.9067 loss: 5.3912 loss_cls: 0.2734 loss_bbox: 0.5773 d0.loss_cls: 0.3387 d0.loss_bbox: 0.6753 d1.loss_cls: 0.3073 d1.loss_bbox: 0.6195 d2.loss_cls: 0.2915 d2.loss_bbox: 0.5916 d3.loss_cls: 0.2811 d3.loss_bbox: 0.5828 d4.loss_cls: 0.2739 d4.loss_bbox: 0.5789 2022/12/23 21:50:17 - mmengine - INFO - Epoch(train) [14][3250/4689] lr: 8.6947e-05 eta: 16:53:26 time: 1.2447 data_time: 0.0569 memory: 14432 grad_norm: 67.3383 loss: 5.3890 loss_cls: 0.2760 loss_bbox: 0.5729 d0.loss_cls: 0.3418 d0.loss_bbox: 0.6689 d1.loss_cls: 0.3124 d1.loss_bbox: 0.6122 d2.loss_cls: 0.2948 d2.loss_bbox: 0.5907 d3.loss_cls: 0.2843 d3.loss_bbox: 0.5821 d4.loss_cls: 0.2788 d4.loss_bbox: 0.5738 2022/12/23 21:51:20 - mmengine - INFO - Epoch(train) [14][3300/4689] lr: 8.6947e-05 eta: 16:52:23 time: 1.2621 data_time: 0.0569 memory: 14432 grad_norm: 70.4923 loss: 5.3283 loss_cls: 0.2806 loss_bbox: 0.5621 d0.loss_cls: 0.3387 d0.loss_bbox: 0.6576 d1.loss_cls: 0.3124 d1.loss_bbox: 0.6012 d2.loss_cls: 0.2948 d2.loss_bbox: 0.5792 d3.loss_cls: 0.2862 d3.loss_bbox: 0.5698 d4.loss_cls: 0.2825 d4.loss_bbox: 0.5631 2022/12/23 21:52:22 - mmengine - INFO - Epoch(train) [14][3350/4689] lr: 8.6947e-05 eta: 16:51:20 time: 1.2436 data_time: 0.0573 memory: 14432 grad_norm: 68.9571 loss: 5.3586 loss_cls: 0.2804 loss_bbox: 0.5669 d0.loss_cls: 0.3404 d0.loss_bbox: 0.6637 d1.loss_cls: 0.3091 d1.loss_bbox: 0.6078 d2.loss_cls: 0.2944 d2.loss_bbox: 0.5846 d3.loss_cls: 0.2869 d3.loss_bbox: 0.5741 d4.loss_cls: 0.2823 d4.loss_bbox: 0.5681 2022/12/23 21:53:24 - mmengine - INFO - Epoch(train) [14][3400/4689] lr: 8.6947e-05 eta: 16:50:16 time: 1.2407 data_time: 0.0586 memory: 14432 grad_norm: 66.4973 loss: 5.4757 loss_cls: 0.2932 loss_bbox: 0.5728 d0.loss_cls: 0.3514 d0.loss_bbox: 0.6700 d1.loss_cls: 0.3192 d1.loss_bbox: 0.6168 d2.loss_cls: 0.3088 d2.loss_bbox: 0.5925 d3.loss_cls: 0.3005 d3.loss_bbox: 0.5805 d4.loss_cls: 0.2950 d4.loss_bbox: 0.5749 2022/12/23 21:54:26 - mmengine - INFO - Epoch(train) [14][3450/4689] lr: 8.6947e-05 eta: 16:49:13 time: 1.2468 data_time: 0.0639 memory: 14432 grad_norm: 56.6685 loss: 5.5391 loss_cls: 0.3023 loss_bbox: 0.5740 d0.loss_cls: 0.3626 d0.loss_bbox: 0.6719 d1.loss_cls: 0.3328 d1.loss_bbox: 0.6142 d2.loss_cls: 0.3185 d2.loss_bbox: 0.5917 d3.loss_cls: 0.3069 d3.loss_bbox: 0.5842 d4.loss_cls: 0.3036 d4.loss_bbox: 0.5765 2022/12/23 21:55:30 - mmengine - INFO - Epoch(train) [14][3500/4689] lr: 8.6947e-05 eta: 16:48:10 time: 1.2659 data_time: 0.0661 memory: 14432 grad_norm: 64.4950 loss: 5.4989 loss_cls: 0.2922 loss_bbox: 0.5789 d0.loss_cls: 0.3598 d0.loss_bbox: 0.6659 d1.loss_cls: 0.3247 d1.loss_bbox: 0.6177 d2.loss_cls: 0.3070 d2.loss_bbox: 0.5953 d3.loss_cls: 0.2976 d3.loss_bbox: 0.5865 d4.loss_cls: 0.2937 d4.loss_bbox: 0.5796 2022/12/23 21:56:32 - mmengine - INFO - Epoch(train) [14][3550/4689] lr: 8.6947e-05 eta: 16:47:07 time: 1.2422 data_time: 0.0604 memory: 14432 grad_norm: 79.3455 loss: 5.4389 loss_cls: 0.3003 loss_bbox: 0.5640 d0.loss_cls: 0.3583 d0.loss_bbox: 0.6497 d1.loss_cls: 0.3284 d1.loss_bbox: 0.6017 d2.loss_cls: 0.3125 d2.loss_bbox: 0.5802 d3.loss_cls: 0.3031 d3.loss_bbox: 0.5734 d4.loss_cls: 0.3018 d4.loss_bbox: 0.5655 2022/12/23 21:57:35 - mmengine - INFO - Epoch(train) [14][3600/4689] lr: 8.6947e-05 eta: 16:46:04 time: 1.2562 data_time: 0.0566 memory: 14432 grad_norm: 74.8386 loss: 5.3295 loss_cls: 0.2735 loss_bbox: 0.5686 d0.loss_cls: 0.3334 d0.loss_bbox: 0.6636 d1.loss_cls: 0.3047 d1.loss_bbox: 0.6072 d2.loss_cls: 0.2899 d2.loss_bbox: 0.5855 d3.loss_cls: 0.2790 d3.loss_bbox: 0.5782 d4.loss_cls: 0.2744 d4.loss_bbox: 0.5715 2022/12/23 21:58:37 - mmengine - INFO - Epoch(train) [14][3650/4689] lr: 8.6947e-05 eta: 16:45:00 time: 1.2433 data_time: 0.0572 memory: 14432 grad_norm: 54.7787 loss: 5.2426 loss_cls: 0.2678 loss_bbox: 0.5579 d0.loss_cls: 0.3245 d0.loss_bbox: 0.6610 d1.loss_cls: 0.2986 d1.loss_bbox: 0.6029 d2.loss_cls: 0.2827 d2.loss_bbox: 0.5779 d3.loss_cls: 0.2729 d3.loss_bbox: 0.5676 d4.loss_cls: 0.2685 d4.loss_bbox: 0.5602 2022/12/23 21:59:39 - mmengine - INFO - Epoch(train) [14][3700/4689] lr: 8.6947e-05 eta: 16:43:57 time: 1.2510 data_time: 0.0573 memory: 14432 grad_norm: 67.9456 loss: 5.3153 loss_cls: 0.2720 loss_bbox: 0.5661 d0.loss_cls: 0.3431 d0.loss_bbox: 0.6569 d1.loss_cls: 0.3086 d1.loss_bbox: 0.6023 d2.loss_cls: 0.2926 d2.loss_bbox: 0.5778 d3.loss_cls: 0.2812 d3.loss_bbox: 0.5728 d4.loss_cls: 0.2748 d4.loss_bbox: 0.5672 2022/12/23 22:00:42 - mmengine - INFO - Epoch(train) [14][3750/4689] lr: 8.6947e-05 eta: 16:42:54 time: 1.2436 data_time: 0.0575 memory: 14432 grad_norm: 59.4719 loss: 5.2494 loss_cls: 0.2712 loss_bbox: 0.5572 d0.loss_cls: 0.3363 d0.loss_bbox: 0.6490 d1.loss_cls: 0.3082 d1.loss_bbox: 0.5916 d2.loss_cls: 0.2880 d2.loss_bbox: 0.5732 d3.loss_cls: 0.2780 d3.loss_bbox: 0.5653 d4.loss_cls: 0.2741 d4.loss_bbox: 0.5571 2022/12/23 22:01:45 - mmengine - INFO - Epoch(train) [14][3800/4689] lr: 8.6947e-05 eta: 16:41:51 time: 1.2599 data_time: 0.0598 memory: 14432 grad_norm: 69.9412 loss: 5.4090 loss_cls: 0.2846 loss_bbox: 0.5721 d0.loss_cls: 0.3463 d0.loss_bbox: 0.6590 d1.loss_cls: 0.3175 d1.loss_bbox: 0.6095 d2.loss_cls: 0.3041 d2.loss_bbox: 0.5859 d3.loss_cls: 0.2928 d3.loss_bbox: 0.5778 d4.loss_cls: 0.2867 d4.loss_bbox: 0.5728 2022/12/23 22:02:47 - mmengine - INFO - Epoch(train) [14][3850/4689] lr: 8.6947e-05 eta: 16:40:47 time: 1.2430 data_time: 0.0588 memory: 14432 grad_norm: 64.9849 loss: 5.4851 loss_cls: 0.2859 loss_bbox: 0.5805 d0.loss_cls: 0.3456 d0.loss_bbox: 0.6822 d1.loss_cls: 0.3177 d1.loss_bbox: 0.6199 d2.loss_cls: 0.3056 d2.loss_bbox: 0.5966 d3.loss_cls: 0.2939 d3.loss_bbox: 0.5871 d4.loss_cls: 0.2879 d4.loss_bbox: 0.5819 2022/12/23 22:03:49 - mmengine - INFO - Epoch(train) [14][3900/4689] lr: 8.6947e-05 eta: 16:39:44 time: 1.2488 data_time: 0.0673 memory: 14432 grad_norm: 63.0739 loss: 5.2636 loss_cls: 0.2744 loss_bbox: 0.5591 d0.loss_cls: 0.3389 d0.loss_bbox: 0.6494 d1.loss_cls: 0.3063 d1.loss_bbox: 0.5905 d2.loss_cls: 0.2898 d2.loss_bbox: 0.5719 d3.loss_cls: 0.2799 d3.loss_bbox: 0.5672 d4.loss_cls: 0.2760 d4.loss_bbox: 0.5600 2022/12/23 22:04:53 - mmengine - INFO - Epoch(train) [14][3950/4689] lr: 8.6947e-05 eta: 16:38:42 time: 1.2747 data_time: 0.0608 memory: 14432 grad_norm: 76.3958 loss: 5.4312 loss_cls: 0.2902 loss_bbox: 0.5693 d0.loss_cls: 0.3490 d0.loss_bbox: 0.6683 d1.loss_cls: 0.3176 d1.loss_bbox: 0.6083 d2.loss_cls: 0.3034 d2.loss_bbox: 0.5877 d3.loss_cls: 0.2948 d3.loss_bbox: 0.5791 d4.loss_cls: 0.2919 d4.loss_bbox: 0.5716 2022/12/23 22:05:56 - mmengine - INFO - Epoch(train) [14][4000/4689] lr: 8.6947e-05 eta: 16:37:39 time: 1.2590 data_time: 0.0582 memory: 14432 grad_norm: 60.5770 loss: 5.2856 loss_cls: 0.2729 loss_bbox: 0.5624 d0.loss_cls: 0.3269 d0.loss_bbox: 0.6593 d1.loss_cls: 0.2984 d1.loss_bbox: 0.6081 d2.loss_cls: 0.2854 d2.loss_bbox: 0.5823 d3.loss_cls: 0.2773 d3.loss_bbox: 0.5734 d4.loss_cls: 0.2741 d4.loss_bbox: 0.5652 2022/12/23 22:06:50 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 22:06:58 - mmengine - INFO - Epoch(train) [14][4050/4689] lr: 8.6947e-05 eta: 16:36:35 time: 1.2415 data_time: 0.0598 memory: 14432 grad_norm: 68.2225 loss: 5.3656 loss_cls: 0.2798 loss_bbox: 0.5698 d0.loss_cls: 0.3394 d0.loss_bbox: 0.6653 d1.loss_cls: 0.3086 d1.loss_bbox: 0.6091 d2.loss_cls: 0.2927 d2.loss_bbox: 0.5876 d3.loss_cls: 0.2855 d3.loss_bbox: 0.5767 d4.loss_cls: 0.2802 d4.loss_bbox: 0.5710 2022/12/23 22:08:01 - mmengine - INFO - Epoch(train) [14][4100/4689] lr: 8.6947e-05 eta: 16:35:33 time: 1.2655 data_time: 0.0596 memory: 14432 grad_norm: 71.5187 loss: 5.3870 loss_cls: 0.2853 loss_bbox: 0.5652 d0.loss_cls: 0.3453 d0.loss_bbox: 0.6636 d1.loss_cls: 0.3145 d1.loss_bbox: 0.6092 d2.loss_cls: 0.2984 d2.loss_bbox: 0.5850 d3.loss_cls: 0.2911 d3.loss_bbox: 0.5753 d4.loss_cls: 0.2863 d4.loss_bbox: 0.5677 2022/12/23 22:09:04 - mmengine - INFO - Epoch(train) [14][4150/4689] lr: 8.6947e-05 eta: 16:34:30 time: 1.2617 data_time: 0.0591 memory: 14432 grad_norm: 64.8321 loss: 5.4013 loss_cls: 0.2804 loss_bbox: 0.5738 d0.loss_cls: 0.3455 d0.loss_bbox: 0.6673 d1.loss_cls: 0.3129 d1.loss_bbox: 0.6115 d2.loss_cls: 0.2970 d2.loss_bbox: 0.5871 d3.loss_cls: 0.2886 d3.loss_bbox: 0.5804 d4.loss_cls: 0.2811 d4.loss_bbox: 0.5756 2022/12/23 22:10:08 - mmengine - INFO - Epoch(train) [14][4200/4689] lr: 8.6947e-05 eta: 16:33:27 time: 1.2677 data_time: 0.0686 memory: 14432 grad_norm: 72.9395 loss: 5.5536 loss_cls: 0.2925 loss_bbox: 0.5854 d0.loss_cls: 0.3585 d0.loss_bbox: 0.6810 d1.loss_cls: 0.3265 d1.loss_bbox: 0.6234 d2.loss_cls: 0.3090 d2.loss_bbox: 0.6018 d3.loss_cls: 0.2986 d3.loss_bbox: 0.5948 d4.loss_cls: 0.2969 d4.loss_bbox: 0.5852 2022/12/23 22:11:11 - mmengine - INFO - Epoch(train) [14][4250/4689] lr: 8.6947e-05 eta: 16:32:25 time: 1.2686 data_time: 0.0603 memory: 14432 grad_norm: 64.9322 loss: 5.2507 loss_cls: 0.2761 loss_bbox: 0.5521 d0.loss_cls: 0.3419 d0.loss_bbox: 0.6455 d1.loss_cls: 0.3115 d1.loss_bbox: 0.5877 d2.loss_cls: 0.2946 d2.loss_bbox: 0.5668 d3.loss_cls: 0.2841 d3.loss_bbox: 0.5583 d4.loss_cls: 0.2788 d4.loss_bbox: 0.5534 2022/12/23 22:12:15 - mmengine - INFO - Epoch(train) [14][4300/4689] lr: 8.6947e-05 eta: 16:31:22 time: 1.2678 data_time: 0.0587 memory: 14432 grad_norm: 76.5586 loss: 5.4688 loss_cls: 0.2828 loss_bbox: 0.5842 d0.loss_cls: 0.3454 d0.loss_bbox: 0.6750 d1.loss_cls: 0.3120 d1.loss_bbox: 0.6213 d2.loss_cls: 0.2993 d2.loss_bbox: 0.5980 d3.loss_cls: 0.2900 d3.loss_bbox: 0.5910 d4.loss_cls: 0.2850 d4.loss_bbox: 0.5848 2022/12/23 22:13:18 - mmengine - INFO - Epoch(train) [14][4350/4689] lr: 8.6947e-05 eta: 16:30:20 time: 1.2715 data_time: 0.0607 memory: 14432 grad_norm: 55.3702 loss: 5.5558 loss_cls: 0.3061 loss_bbox: 0.5765 d0.loss_cls: 0.3639 d0.loss_bbox: 0.6661 d1.loss_cls: 0.3354 d1.loss_bbox: 0.6173 d2.loss_cls: 0.3197 d2.loss_bbox: 0.5929 d3.loss_cls: 0.3126 d3.loss_bbox: 0.5811 d4.loss_cls: 0.3085 d4.loss_bbox: 0.5758 2022/12/23 22:14:20 - mmengine - INFO - Epoch(train) [14][4400/4689] lr: 8.6947e-05 eta: 16:29:16 time: 1.2354 data_time: 0.0596 memory: 14432 grad_norm: 75.6874 loss: 5.3636 loss_cls: 0.2878 loss_bbox: 0.5589 d0.loss_cls: 0.3505 d0.loss_bbox: 0.6594 d1.loss_cls: 0.3188 d1.loss_bbox: 0.6017 d2.loss_cls: 0.3033 d2.loss_bbox: 0.5743 d3.loss_cls: 0.2951 d3.loss_bbox: 0.5644 d4.loss_cls: 0.2919 d4.loss_bbox: 0.5577 2022/12/23 22:15:22 - mmengine - INFO - Epoch(train) [14][4450/4689] lr: 8.6947e-05 eta: 16:28:13 time: 1.2408 data_time: 0.0583 memory: 14432 grad_norm: 79.0298 loss: 5.5753 loss_cls: 0.2985 loss_bbox: 0.5828 d0.loss_cls: 0.3590 d0.loss_bbox: 0.6917 d1.loss_cls: 0.3282 d1.loss_bbox: 0.6266 d2.loss_cls: 0.3101 d2.loss_bbox: 0.6010 d3.loss_cls: 0.3042 d3.loss_bbox: 0.5897 d4.loss_cls: 0.3011 d4.loss_bbox: 0.5824 2022/12/23 22:16:25 - mmengine - INFO - Epoch(train) [14][4500/4689] lr: 8.6947e-05 eta: 16:27:10 time: 1.2605 data_time: 0.0645 memory: 14432 grad_norm: 77.3448 loss: 5.3708 loss_cls: 0.2870 loss_bbox: 0.5632 d0.loss_cls: 0.3482 d0.loss_bbox: 0.6592 d1.loss_cls: 0.3160 d1.loss_bbox: 0.6011 d2.loss_cls: 0.3020 d2.loss_bbox: 0.5770 d3.loss_cls: 0.2959 d3.loss_bbox: 0.5681 d4.loss_cls: 0.2908 d4.loss_bbox: 0.5624 2022/12/23 22:17:27 - mmengine - INFO - Epoch(train) [14][4550/4689] lr: 8.6947e-05 eta: 16:26:06 time: 1.2267 data_time: 0.0633 memory: 14432 grad_norm: 71.2534 loss: 5.1964 loss_cls: 0.2731 loss_bbox: 0.5475 d0.loss_cls: 0.3420 d0.loss_bbox: 0.6385 d1.loss_cls: 0.3078 d1.loss_bbox: 0.5837 d2.loss_cls: 0.2880 d2.loss_bbox: 0.5599 d3.loss_cls: 0.2783 d3.loss_bbox: 0.5542 d4.loss_cls: 0.2747 d4.loss_bbox: 0.5487 2022/12/23 22:18:29 - mmengine - INFO - Epoch(train) [14][4600/4689] lr: 8.6947e-05 eta: 16:25:03 time: 1.2572 data_time: 0.0655 memory: 14432 grad_norm: 61.3991 loss: 5.2034 loss_cls: 0.2683 loss_bbox: 0.5529 d0.loss_cls: 0.3301 d0.loss_bbox: 0.6453 d1.loss_cls: 0.2985 d1.loss_bbox: 0.5945 d2.loss_cls: 0.2845 d2.loss_bbox: 0.5695 d3.loss_cls: 0.2734 d3.loss_bbox: 0.5625 d4.loss_cls: 0.2695 d4.loss_bbox: 0.5544 2022/12/23 22:19:32 - mmengine - INFO - Epoch(train) [14][4650/4689] lr: 8.6947e-05 eta: 16:24:00 time: 1.2495 data_time: 0.0598 memory: 14432 grad_norm: 60.1448 loss: 5.2392 loss_cls: 0.2737 loss_bbox: 0.5527 d0.loss_cls: 0.3327 d0.loss_bbox: 0.6484 d1.loss_cls: 0.3049 d1.loss_bbox: 0.5925 d2.loss_cls: 0.2900 d2.loss_bbox: 0.5710 d3.loss_cls: 0.2799 d3.loss_bbox: 0.5643 d4.loss_cls: 0.2754 d4.loss_bbox: 0.5538 2022/12/23 22:20:20 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 22:21:27 - mmengine - INFO - Epoch(train) [15][ 50/4689] lr: 7.4118e-05 eta: 16:22:10 time: 1.3292 data_time: 0.1146 memory: 14432 grad_norm: 80.2096 loss: 5.2604 loss_cls: 0.2753 loss_bbox: 0.5524 d0.loss_cls: 0.3422 d0.loss_bbox: 0.6531 d1.loss_cls: 0.3090 d1.loss_bbox: 0.5936 d2.loss_cls: 0.2923 d2.loss_bbox: 0.5687 d3.loss_cls: 0.2813 d3.loss_bbox: 0.5610 d4.loss_cls: 0.2776 d4.loss_bbox: 0.5539 2022/12/23 22:22:30 - mmengine - INFO - Epoch(train) [15][ 100/4689] lr: 7.4118e-05 eta: 16:21:07 time: 1.2660 data_time: 0.0624 memory: 14432 grad_norm: 65.9572 loss: 5.3253 loss_cls: 0.2826 loss_bbox: 0.5569 d0.loss_cls: 0.3463 d0.loss_bbox: 0.6576 d1.loss_cls: 0.3150 d1.loss_bbox: 0.5971 d2.loss_cls: 0.2986 d2.loss_bbox: 0.5737 d3.loss_cls: 0.2885 d3.loss_bbox: 0.5654 d4.loss_cls: 0.2857 d4.loss_bbox: 0.5578 2022/12/23 22:23:32 - mmengine - INFO - Epoch(train) [15][ 150/4689] lr: 7.4118e-05 eta: 16:20:04 time: 1.2496 data_time: 0.0601 memory: 14432 grad_norm: 73.7652 loss: 5.4539 loss_cls: 0.2880 loss_bbox: 0.5752 d0.loss_cls: 0.3496 d0.loss_bbox: 0.6690 d1.loss_cls: 0.3223 d1.loss_bbox: 0.6106 d2.loss_cls: 0.3063 d2.loss_bbox: 0.5888 d3.loss_cls: 0.2947 d3.loss_bbox: 0.5829 d4.loss_cls: 0.2912 d4.loss_bbox: 0.5752 2022/12/23 22:24:36 - mmengine - INFO - Epoch(train) [15][ 200/4689] lr: 7.4118e-05 eta: 16:19:01 time: 1.2640 data_time: 0.0590 memory: 14432 grad_norm: 60.5221 loss: 5.3267 loss_cls: 0.2874 loss_bbox: 0.5540 d0.loss_cls: 0.3474 d0.loss_bbox: 0.6475 d1.loss_cls: 0.3190 d1.loss_bbox: 0.5929 d2.loss_cls: 0.3061 d2.loss_bbox: 0.5691 d3.loss_cls: 0.2942 d3.loss_bbox: 0.5636 d4.loss_cls: 0.2909 d4.loss_bbox: 0.5546 2022/12/23 22:25:38 - mmengine - INFO - Epoch(train) [15][ 250/4689] lr: 7.4118e-05 eta: 16:17:58 time: 1.2490 data_time: 0.0593 memory: 14432 grad_norm: 64.9722 loss: 5.2893 loss_cls: 0.2802 loss_bbox: 0.5538 d0.loss_cls: 0.3415 d0.loss_bbox: 0.6562 d1.loss_cls: 0.3108 d1.loss_bbox: 0.5950 d2.loss_cls: 0.2945 d2.loss_bbox: 0.5725 d3.loss_cls: 0.2869 d3.loss_bbox: 0.5614 d4.loss_cls: 0.2805 d4.loss_bbox: 0.5559 2022/12/23 22:26:42 - mmengine - INFO - Epoch(train) [15][ 300/4689] lr: 7.4118e-05 eta: 16:16:56 time: 1.2855 data_time: 0.0591 memory: 14432 grad_norm: 71.3259 loss: 5.2830 loss_cls: 0.2749 loss_bbox: 0.5583 d0.loss_cls: 0.3364 d0.loss_bbox: 0.6550 d1.loss_cls: 0.3052 d1.loss_bbox: 0.6018 d2.loss_cls: 0.2921 d2.loss_bbox: 0.5735 d3.loss_cls: 0.2823 d3.loss_bbox: 0.5674 d4.loss_cls: 0.2773 d4.loss_bbox: 0.5589 2022/12/23 22:27:45 - mmengine - INFO - Epoch(train) [15][ 350/4689] lr: 7.4118e-05 eta: 16:15:53 time: 1.2608 data_time: 0.0634 memory: 14432 grad_norm: 64.2008 loss: 5.1608 loss_cls: 0.2668 loss_bbox: 0.5488 d0.loss_cls: 0.3267 d0.loss_bbox: 0.6445 d1.loss_cls: 0.2955 d1.loss_bbox: 0.5873 d2.loss_cls: 0.2821 d2.loss_bbox: 0.5635 d3.loss_cls: 0.2732 d3.loss_bbox: 0.5551 d4.loss_cls: 0.2687 d4.loss_bbox: 0.5485 2022/12/23 22:27:51 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 22:28:48 - mmengine - INFO - Epoch(train) [15][ 400/4689] lr: 7.4118e-05 eta: 16:14:50 time: 1.2547 data_time: 0.0614 memory: 14432 grad_norm: 70.1074 loss: 5.0856 loss_cls: 0.2615 loss_bbox: 0.5384 d0.loss_cls: 0.3224 d0.loss_bbox: 0.6398 d1.loss_cls: 0.2947 d1.loss_bbox: 0.5786 d2.loss_cls: 0.2773 d2.loss_bbox: 0.5551 d3.loss_cls: 0.2664 d3.loss_bbox: 0.5484 d4.loss_cls: 0.2641 d4.loss_bbox: 0.5388 2022/12/23 22:29:51 - mmengine - INFO - Epoch(train) [15][ 450/4689] lr: 7.4118e-05 eta: 16:13:47 time: 1.2646 data_time: 0.0662 memory: 14432 grad_norm: 73.2881 loss: 5.2088 loss_cls: 0.2728 loss_bbox: 0.5487 d0.loss_cls: 0.3362 d0.loss_bbox: 0.6465 d1.loss_cls: 0.3029 d1.loss_bbox: 0.5883 d2.loss_cls: 0.2885 d2.loss_bbox: 0.5665 d3.loss_cls: 0.2778 d3.loss_bbox: 0.5562 d4.loss_cls: 0.2743 d4.loss_bbox: 0.5500 2022/12/23 22:30:55 - mmengine - INFO - Epoch(train) [15][ 500/4689] lr: 7.4118e-05 eta: 16:12:45 time: 1.2624 data_time: 0.0642 memory: 14432 grad_norm: 62.1185 loss: 5.1587 loss_cls: 0.2596 loss_bbox: 0.5538 d0.loss_cls: 0.3200 d0.loss_bbox: 0.6537 d1.loss_cls: 0.2879 d1.loss_bbox: 0.5964 d2.loss_cls: 0.2736 d2.loss_bbox: 0.5700 d3.loss_cls: 0.2650 d3.loss_bbox: 0.5628 d4.loss_cls: 0.2619 d4.loss_bbox: 0.5542 2022/12/23 22:31:58 - mmengine - INFO - Epoch(train) [15][ 550/4689] lr: 7.4118e-05 eta: 16:11:42 time: 1.2723 data_time: 0.0631 memory: 14432 grad_norm: 77.9297 loss: 5.1372 loss_cls: 0.2660 loss_bbox: 0.5395 d0.loss_cls: 0.3328 d0.loss_bbox: 0.6386 d1.loss_cls: 0.2999 d1.loss_bbox: 0.5832 d2.loss_cls: 0.2862 d2.loss_bbox: 0.5578 d3.loss_cls: 0.2764 d3.loss_bbox: 0.5470 d4.loss_cls: 0.2681 d4.loss_bbox: 0.5419 2022/12/23 22:33:02 - mmengine - INFO - Epoch(train) [15][ 600/4689] lr: 7.4118e-05 eta: 16:10:40 time: 1.2724 data_time: 0.0611 memory: 14432 grad_norm: 81.0943 loss: 5.3700 loss_cls: 0.2785 loss_bbox: 0.5711 d0.loss_cls: 0.3409 d0.loss_bbox: 0.6643 d1.loss_cls: 0.3115 d1.loss_bbox: 0.6085 d2.loss_cls: 0.2953 d2.loss_bbox: 0.5842 d3.loss_cls: 0.2866 d3.loss_bbox: 0.5766 d4.loss_cls: 0.2821 d4.loss_bbox: 0.5703 2022/12/23 22:34:05 - mmengine - INFO - Epoch(train) [15][ 650/4689] lr: 7.4118e-05 eta: 16:09:37 time: 1.2604 data_time: 0.0590 memory: 14432 grad_norm: 58.6422 loss: 5.2170 loss_cls: 0.2694 loss_bbox: 0.5532 d0.loss_cls: 0.3333 d0.loss_bbox: 0.6502 d1.loss_cls: 0.3014 d1.loss_bbox: 0.5923 d2.loss_cls: 0.2857 d2.loss_bbox: 0.5691 d3.loss_cls: 0.2763 d3.loss_bbox: 0.5609 d4.loss_cls: 0.2717 d4.loss_bbox: 0.5536 2022/12/23 22:35:08 - mmengine - INFO - Epoch(train) [15][ 700/4689] lr: 7.4118e-05 eta: 16:08:34 time: 1.2578 data_time: 0.0603 memory: 14432 grad_norm: 62.4588 loss: 5.2812 loss_cls: 0.2811 loss_bbox: 0.5524 d0.loss_cls: 0.3404 d0.loss_bbox: 0.6543 d1.loss_cls: 0.3098 d1.loss_bbox: 0.5932 d2.loss_cls: 0.2964 d2.loss_bbox: 0.5710 d3.loss_cls: 0.2867 d3.loss_bbox: 0.5607 d4.loss_cls: 0.2824 d4.loss_bbox: 0.5529 2022/12/23 22:36:11 - mmengine - INFO - Epoch(train) [15][ 750/4689] lr: 7.4118e-05 eta: 16:07:31 time: 1.2592 data_time: 0.0602 memory: 14432 grad_norm: 71.9974 loss: 5.2201 loss_cls: 0.2716 loss_bbox: 0.5493 d0.loss_cls: 0.3401 d0.loss_bbox: 0.6431 d1.loss_cls: 0.3062 d1.loss_bbox: 0.5909 d2.loss_cls: 0.2899 d2.loss_bbox: 0.5659 d3.loss_cls: 0.2778 d3.loss_bbox: 0.5606 d4.loss_cls: 0.2731 d4.loss_bbox: 0.5516 2022/12/23 22:37:14 - mmengine - INFO - Epoch(train) [15][ 800/4689] lr: 7.4118e-05 eta: 16:06:28 time: 1.2585 data_time: 0.0620 memory: 14432 grad_norm: 70.6964 loss: 5.3040 loss_cls: 0.2778 loss_bbox: 0.5606 d0.loss_cls: 0.3416 d0.loss_bbox: 0.6562 d1.loss_cls: 0.3091 d1.loss_bbox: 0.5980 d2.loss_cls: 0.2940 d2.loss_bbox: 0.5757 d3.loss_cls: 0.2833 d3.loss_bbox: 0.5669 d4.loss_cls: 0.2799 d4.loss_bbox: 0.5609 2022/12/23 22:38:17 - mmengine - INFO - Epoch(train) [15][ 850/4689] lr: 7.4118e-05 eta: 16:05:26 time: 1.2750 data_time: 0.0671 memory: 14432 grad_norm: 74.6549 loss: 5.2776 loss_cls: 0.2704 loss_bbox: 0.5638 d0.loss_cls: 0.3333 d0.loss_bbox: 0.6519 d1.loss_cls: 0.3006 d1.loss_bbox: 0.6030 d2.loss_cls: 0.2882 d2.loss_bbox: 0.5788 d3.loss_cls: 0.2798 d3.loss_bbox: 0.5699 d4.loss_cls: 0.2748 d4.loss_bbox: 0.5629 2022/12/23 22:39:21 - mmengine - INFO - Epoch(train) [15][ 900/4689] lr: 7.4118e-05 eta: 16:04:24 time: 1.2791 data_time: 0.0691 memory: 14432 grad_norm: 68.0704 loss: 5.3491 loss_cls: 0.2892 loss_bbox: 0.5551 d0.loss_cls: 0.3473 d0.loss_bbox: 0.6561 d1.loss_cls: 0.3198 d1.loss_bbox: 0.5949 d2.loss_cls: 0.3032 d2.loss_bbox: 0.5748 d3.loss_cls: 0.2942 d3.loss_bbox: 0.5663 d4.loss_cls: 0.2897 d4.loss_bbox: 0.5586 2022/12/23 22:40:24 - mmengine - INFO - Epoch(train) [15][ 950/4689] lr: 7.4118e-05 eta: 16:03:21 time: 1.2575 data_time: 0.0589 memory: 14432 grad_norm: 59.5640 loss: 5.2401 loss_cls: 0.2759 loss_bbox: 0.5466 d0.loss_cls: 0.3357 d0.loss_bbox: 0.6561 d1.loss_cls: 0.3060 d1.loss_bbox: 0.5938 d2.loss_cls: 0.2898 d2.loss_bbox: 0.5699 d3.loss_cls: 0.2812 d3.loss_bbox: 0.5589 d4.loss_cls: 0.2778 d4.loss_bbox: 0.5483 2022/12/23 22:41:28 - mmengine - INFO - Epoch(train) [15][1000/4689] lr: 7.4118e-05 eta: 16:02:19 time: 1.2773 data_time: 0.0626 memory: 14432 grad_norm: 62.7162 loss: 5.1801 loss_cls: 0.2711 loss_bbox: 0.5483 d0.loss_cls: 0.3223 d0.loss_bbox: 0.6503 d1.loss_cls: 0.2980 d1.loss_bbox: 0.5889 d2.loss_cls: 0.2826 d2.loss_bbox: 0.5661 d3.loss_cls: 0.2746 d3.loss_bbox: 0.5564 d4.loss_cls: 0.2715 d4.loss_bbox: 0.5501 2022/12/23 22:42:32 - mmengine - INFO - Epoch(train) [15][1050/4689] lr: 7.4118e-05 eta: 16:01:16 time: 1.2799 data_time: 0.0598 memory: 14432 grad_norm: 77.7293 loss: 5.1059 loss_cls: 0.2692 loss_bbox: 0.5352 d0.loss_cls: 0.3302 d0.loss_bbox: 0.6344 d1.loss_cls: 0.2991 d1.loss_bbox: 0.5752 d2.loss_cls: 0.2860 d2.loss_bbox: 0.5515 d3.loss_cls: 0.2756 d3.loss_bbox: 0.5424 d4.loss_cls: 0.2714 d4.loss_bbox: 0.5358 2022/12/23 22:43:34 - mmengine - INFO - Epoch(train) [15][1100/4689] lr: 7.4118e-05 eta: 16:00:13 time: 1.2409 data_time: 0.0592 memory: 14432 grad_norm: 66.6886 loss: 5.2334 loss_cls: 0.2750 loss_bbox: 0.5532 d0.loss_cls: 0.3367 d0.loss_bbox: 0.6423 d1.loss_cls: 0.3058 d1.loss_bbox: 0.5905 d2.loss_cls: 0.2912 d2.loss_bbox: 0.5665 d3.loss_cls: 0.2815 d3.loss_bbox: 0.5599 d4.loss_cls: 0.2749 d4.loss_bbox: 0.5558 2022/12/23 22:44:38 - mmengine - INFO - Epoch(train) [15][1150/4689] lr: 7.4118e-05 eta: 15:59:10 time: 1.2743 data_time: 0.0614 memory: 14432 grad_norm: 64.6745 loss: 5.2947 loss_cls: 0.2731 loss_bbox: 0.5644 d0.loss_cls: 0.3380 d0.loss_bbox: 0.6574 d1.loss_cls: 0.3047 d1.loss_bbox: 0.5989 d2.loss_cls: 0.2903 d2.loss_bbox: 0.5771 d3.loss_cls: 0.2815 d3.loss_bbox: 0.5691 d4.loss_cls: 0.2779 d4.loss_bbox: 0.5623 2022/12/23 22:45:41 - mmengine - INFO - Epoch(train) [15][1200/4689] lr: 7.4118e-05 eta: 15:58:08 time: 1.2665 data_time: 0.0597 memory: 14432 grad_norm: 72.9174 loss: 5.1803 loss_cls: 0.2626 loss_bbox: 0.5525 d0.loss_cls: 0.3335 d0.loss_bbox: 0.6433 d1.loss_cls: 0.3028 d1.loss_bbox: 0.5871 d2.loss_cls: 0.2842 d2.loss_bbox: 0.5658 d3.loss_cls: 0.2720 d3.loss_bbox: 0.5574 d4.loss_cls: 0.2645 d4.loss_bbox: 0.5544 2022/12/23 22:46:45 - mmengine - INFO - Epoch(train) [15][1250/4689] lr: 7.4118e-05 eta: 15:57:05 time: 1.2685 data_time: 0.0668 memory: 14432 grad_norm: 73.0735 loss: 5.2034 loss_cls: 0.2742 loss_bbox: 0.5471 d0.loss_cls: 0.3330 d0.loss_bbox: 0.6462 d1.loss_cls: 0.3027 d1.loss_bbox: 0.5866 d2.loss_cls: 0.2892 d2.loss_bbox: 0.5636 d3.loss_cls: 0.2790 d3.loss_bbox: 0.5567 d4.loss_cls: 0.2752 d4.loss_bbox: 0.5499 2022/12/23 22:47:47 - mmengine - INFO - Epoch(train) [15][1300/4689] lr: 7.4118e-05 eta: 15:56:02 time: 1.2516 data_time: 0.0638 memory: 14432 grad_norm: 69.5833 loss: 5.2267 loss_cls: 0.2722 loss_bbox: 0.5543 d0.loss_cls: 0.3351 d0.loss_bbox: 0.6478 d1.loss_cls: 0.3026 d1.loss_bbox: 0.5916 d2.loss_cls: 0.2882 d2.loss_bbox: 0.5675 d3.loss_cls: 0.2795 d3.loss_bbox: 0.5591 d4.loss_cls: 0.2736 d4.loss_bbox: 0.5553 2022/12/23 22:48:50 - mmengine - INFO - Epoch(train) [15][1350/4689] lr: 7.4118e-05 eta: 15:54:59 time: 1.2557 data_time: 0.0635 memory: 14432 grad_norm: 66.6015 loss: 5.2402 loss_cls: 0.2707 loss_bbox: 0.5544 d0.loss_cls: 0.3371 d0.loss_bbox: 0.6511 d1.loss_cls: 0.3045 d1.loss_bbox: 0.5946 d2.loss_cls: 0.2897 d2.loss_bbox: 0.5703 d3.loss_cls: 0.2776 d3.loss_bbox: 0.5624 d4.loss_cls: 0.2725 d4.loss_bbox: 0.5554 2022/12/23 22:48:55 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 22:49:52 - mmengine - INFO - Epoch(train) [15][1400/4689] lr: 7.4118e-05 eta: 15:53:56 time: 1.2401 data_time: 0.0588 memory: 14432 grad_norm: 70.7176 loss: 5.3324 loss_cls: 0.2798 loss_bbox: 0.5609 d0.loss_cls: 0.3445 d0.loss_bbox: 0.6564 d1.loss_cls: 0.3152 d1.loss_bbox: 0.5981 d2.loss_cls: 0.2979 d2.loss_bbox: 0.5772 d3.loss_cls: 0.2892 d3.loss_bbox: 0.5690 d4.loss_cls: 0.2816 d4.loss_bbox: 0.5627 2022/12/23 22:50:55 - mmengine - INFO - Epoch(train) [15][1450/4689] lr: 7.4118e-05 eta: 15:52:53 time: 1.2519 data_time: 0.0590 memory: 14432 grad_norm: 64.8618 loss: 5.2451 loss_cls: 0.2747 loss_bbox: 0.5505 d0.loss_cls: 0.3364 d0.loss_bbox: 0.6520 d1.loss_cls: 0.3089 d1.loss_bbox: 0.5914 d2.loss_cls: 0.2943 d2.loss_bbox: 0.5678 d3.loss_cls: 0.2828 d3.loss_bbox: 0.5581 d4.loss_cls: 0.2751 d4.loss_bbox: 0.5532 2022/12/23 22:51:57 - mmengine - INFO - Epoch(train) [15][1500/4689] lr: 7.4118e-05 eta: 15:51:49 time: 1.2484 data_time: 0.0633 memory: 14432 grad_norm: 62.6047 loss: 5.2357 loss_cls: 0.2801 loss_bbox: 0.5487 d0.loss_cls: 0.3370 d0.loss_bbox: 0.6462 d1.loss_cls: 0.3100 d1.loss_bbox: 0.5848 d2.loss_cls: 0.2952 d2.loss_bbox: 0.5611 d3.loss_cls: 0.2864 d3.loss_bbox: 0.5555 d4.loss_cls: 0.2806 d4.loss_bbox: 0.5501 2022/12/23 22:53:00 - mmengine - INFO - Epoch(train) [15][1550/4689] lr: 7.4118e-05 eta: 15:50:46 time: 1.2471 data_time: 0.0574 memory: 14432 grad_norm: 65.2895 loss: 5.3513 loss_cls: 0.2814 loss_bbox: 0.5653 d0.loss_cls: 0.3416 d0.loss_bbox: 0.6590 d1.loss_cls: 0.3104 d1.loss_bbox: 0.6045 d2.loss_cls: 0.2961 d2.loss_bbox: 0.5815 d3.loss_cls: 0.2872 d3.loss_bbox: 0.5739 d4.loss_cls: 0.2823 d4.loss_bbox: 0.5680 2022/12/23 22:54:03 - mmengine - INFO - Epoch(train) [15][1600/4689] lr: 7.4118e-05 eta: 15:49:43 time: 1.2684 data_time: 0.0575 memory: 14432 grad_norm: 58.4964 loss: 5.2824 loss_cls: 0.2778 loss_bbox: 0.5565 d0.loss_cls: 0.3359 d0.loss_bbox: 0.6558 d1.loss_cls: 0.3062 d1.loss_bbox: 0.5979 d2.loss_cls: 0.2935 d2.loss_bbox: 0.5720 d3.loss_cls: 0.2862 d3.loss_bbox: 0.5629 d4.loss_cls: 0.2803 d4.loss_bbox: 0.5574 2022/12/23 22:55:06 - mmengine - INFO - Epoch(train) [15][1650/4689] lr: 7.4118e-05 eta: 15:48:40 time: 1.2496 data_time: 0.0674 memory: 14432 grad_norm: 74.5965 loss: 5.2892 loss_cls: 0.2833 loss_bbox: 0.5520 d0.loss_cls: 0.3413 d0.loss_bbox: 0.6530 d1.loss_cls: 0.3104 d1.loss_bbox: 0.5943 d2.loss_cls: 0.2967 d2.loss_bbox: 0.5711 d3.loss_cls: 0.2864 d3.loss_bbox: 0.5620 d4.loss_cls: 0.2843 d4.loss_bbox: 0.5544 2022/12/23 22:56:09 - mmengine - INFO - Epoch(train) [15][1700/4689] lr: 7.4118e-05 eta: 15:47:38 time: 1.2733 data_time: 0.0642 memory: 14432 grad_norm: 61.3355 loss: 5.2483 loss_cls: 0.2704 loss_bbox: 0.5602 d0.loss_cls: 0.3266 d0.loss_bbox: 0.6572 d1.loss_cls: 0.3010 d1.loss_bbox: 0.5963 d2.loss_cls: 0.2879 d2.loss_bbox: 0.5730 d3.loss_cls: 0.2768 d3.loss_bbox: 0.5663 d4.loss_cls: 0.2728 d4.loss_bbox: 0.5599 2022/12/23 22:57:13 - mmengine - INFO - Epoch(train) [15][1750/4689] lr: 7.4118e-05 eta: 15:46:35 time: 1.2701 data_time: 0.0608 memory: 14432 grad_norm: 84.4280 loss: 5.0978 loss_cls: 0.2618 loss_bbox: 0.5397 d0.loss_cls: 0.3258 d0.loss_bbox: 0.6385 d1.loss_cls: 0.2942 d1.loss_bbox: 0.5824 d2.loss_cls: 0.2770 d2.loss_bbox: 0.5579 d3.loss_cls: 0.2667 d3.loss_bbox: 0.5495 d4.loss_cls: 0.2626 d4.loss_bbox: 0.5417 2022/12/23 22:58:16 - mmengine - INFO - Epoch(train) [15][1800/4689] lr: 7.4118e-05 eta: 15:45:32 time: 1.2553 data_time: 0.0610 memory: 14432 grad_norm: 79.2845 loss: 5.0961 loss_cls: 0.2579 loss_bbox: 0.5476 d0.loss_cls: 0.3190 d0.loss_bbox: 0.6433 d1.loss_cls: 0.2864 d1.loss_bbox: 0.5860 d2.loss_cls: 0.2740 d2.loss_bbox: 0.5588 d3.loss_cls: 0.2634 d3.loss_bbox: 0.5528 d4.loss_cls: 0.2587 d4.loss_bbox: 0.5482 2022/12/23 22:59:19 - mmengine - INFO - Epoch(train) [15][1850/4689] lr: 7.4118e-05 eta: 15:44:30 time: 1.2784 data_time: 0.0638 memory: 14432 grad_norm: 66.1704 loss: 5.3111 loss_cls: 0.2803 loss_bbox: 0.5582 d0.loss_cls: 0.3438 d0.loss_bbox: 0.6563 d1.loss_cls: 0.3133 d1.loss_bbox: 0.5956 d2.loss_cls: 0.2968 d2.loss_bbox: 0.5729 d3.loss_cls: 0.2874 d3.loss_bbox: 0.5653 d4.loss_cls: 0.2828 d4.loss_bbox: 0.5586 2022/12/23 23:00:23 - mmengine - INFO - Epoch(train) [15][1900/4689] lr: 7.4118e-05 eta: 15:43:27 time: 1.2671 data_time: 0.0672 memory: 14432 grad_norm: 78.7247 loss: 5.1496 loss_cls: 0.2664 loss_bbox: 0.5435 d0.loss_cls: 0.3267 d0.loss_bbox: 0.6471 d1.loss_cls: 0.2973 d1.loss_bbox: 0.5836 d2.loss_cls: 0.2831 d2.loss_bbox: 0.5599 d3.loss_cls: 0.2747 d3.loss_bbox: 0.5532 d4.loss_cls: 0.2692 d4.loss_bbox: 0.5449 2022/12/23 23:01:26 - mmengine - INFO - Epoch(train) [15][1950/4689] lr: 7.4118e-05 eta: 15:42:25 time: 1.2652 data_time: 0.0616 memory: 14432 grad_norm: 80.1101 loss: 5.0921 loss_cls: 0.2597 loss_bbox: 0.5401 d0.loss_cls: 0.3250 d0.loss_bbox: 0.6393 d1.loss_cls: 0.2937 d1.loss_bbox: 0.5797 d2.loss_cls: 0.2782 d2.loss_bbox: 0.5565 d3.loss_cls: 0.2684 d3.loss_bbox: 0.5484 d4.loss_cls: 0.2639 d4.loss_bbox: 0.5391 2022/12/23 23:02:29 - mmengine - INFO - Epoch(train) [15][2000/4689] lr: 7.4118e-05 eta: 15:41:22 time: 1.2562 data_time: 0.0658 memory: 14432 grad_norm: 63.8890 loss: 5.2823 loss_cls: 0.2794 loss_bbox: 0.5523 d0.loss_cls: 0.3452 d0.loss_bbox: 0.6504 d1.loss_cls: 0.3142 d1.loss_bbox: 0.5913 d2.loss_cls: 0.2969 d2.loss_bbox: 0.5689 d3.loss_cls: 0.2876 d3.loss_bbox: 0.5602 d4.loss_cls: 0.2840 d4.loss_bbox: 0.5519 2022/12/23 23:03:31 - mmengine - INFO - Epoch(train) [15][2050/4689] lr: 7.4118e-05 eta: 15:40:19 time: 1.2489 data_time: 0.0640 memory: 14432 grad_norm: 62.5919 loss: 5.0815 loss_cls: 0.2624 loss_bbox: 0.5356 d0.loss_cls: 0.3284 d0.loss_bbox: 0.6338 d1.loss_cls: 0.2942 d1.loss_bbox: 0.5801 d2.loss_cls: 0.2799 d2.loss_bbox: 0.5537 d3.loss_cls: 0.2694 d3.loss_bbox: 0.5431 d4.loss_cls: 0.2652 d4.loss_bbox: 0.5358 2022/12/23 23:04:34 - mmengine - INFO - Epoch(train) [15][2100/4689] lr: 7.4118e-05 eta: 15:39:15 time: 1.2536 data_time: 0.0632 memory: 14432 grad_norm: 68.0391 loss: 5.1928 loss_cls: 0.2701 loss_bbox: 0.5480 d0.loss_cls: 0.3378 d0.loss_bbox: 0.6424 d1.loss_cls: 0.3008 d1.loss_bbox: 0.5892 d2.loss_cls: 0.2868 d2.loss_bbox: 0.5635 d3.loss_cls: 0.2755 d3.loss_bbox: 0.5573 d4.loss_cls: 0.2725 d4.loss_bbox: 0.5490 2022/12/23 23:05:38 - mmengine - INFO - Epoch(train) [15][2150/4689] lr: 7.4118e-05 eta: 15:38:13 time: 1.2787 data_time: 0.0608 memory: 14432 grad_norm: 62.9831 loss: 5.0829 loss_cls: 0.2551 loss_bbox: 0.5432 d0.loss_cls: 0.3146 d0.loss_bbox: 0.6476 d1.loss_cls: 0.2856 d1.loss_bbox: 0.5852 d2.loss_cls: 0.2726 d2.loss_bbox: 0.5623 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5524 d4.loss_cls: 0.2575 d4.loss_bbox: 0.5447 2022/12/23 23:06:41 - mmengine - INFO - Epoch(train) [15][2200/4689] lr: 7.4118e-05 eta: 15:37:10 time: 1.2572 data_time: 0.0613 memory: 14432 grad_norm: 66.9476 loss: 5.2375 loss_cls: 0.2688 loss_bbox: 0.5571 d0.loss_cls: 0.3329 d0.loss_bbox: 0.6546 d1.loss_cls: 0.3009 d1.loss_bbox: 0.5968 d2.loss_cls: 0.2865 d2.loss_bbox: 0.5723 d3.loss_cls: 0.2775 d3.loss_bbox: 0.5624 d4.loss_cls: 0.2712 d4.loss_bbox: 0.5566 2022/12/23 23:07:44 - mmengine - INFO - Epoch(train) [15][2250/4689] lr: 7.4118e-05 eta: 15:36:08 time: 1.2669 data_time: 0.0599 memory: 14432 grad_norm: 71.1875 loss: 5.1376 loss_cls: 0.2719 loss_bbox: 0.5382 d0.loss_cls: 0.3328 d0.loss_bbox: 0.6333 d1.loss_cls: 0.3034 d1.loss_bbox: 0.5778 d2.loss_cls: 0.2868 d2.loss_bbox: 0.5551 d3.loss_cls: 0.2773 d3.loss_bbox: 0.5476 d4.loss_cls: 0.2731 d4.loss_bbox: 0.5403 2022/12/23 23:08:47 - mmengine - INFO - Epoch(train) [15][2300/4689] lr: 7.4118e-05 eta: 15:35:05 time: 1.2505 data_time: 0.0562 memory: 14432 grad_norm: 58.4307 loss: 5.2525 loss_cls: 0.2770 loss_bbox: 0.5536 d0.loss_cls: 0.3357 d0.loss_bbox: 0.6472 d1.loss_cls: 0.3061 d1.loss_bbox: 0.5922 d2.loss_cls: 0.2903 d2.loss_bbox: 0.5711 d3.loss_cls: 0.2827 d3.loss_bbox: 0.5625 d4.loss_cls: 0.2777 d4.loss_bbox: 0.5565 2022/12/23 23:09:49 - mmengine - INFO - Epoch(train) [15][2350/4689] lr: 7.4118e-05 eta: 15:34:01 time: 1.2496 data_time: 0.0547 memory: 14432 grad_norm: 66.9832 loss: 5.2583 loss_cls: 0.2745 loss_bbox: 0.5533 d0.loss_cls: 0.3387 d0.loss_bbox: 0.6509 d1.loss_cls: 0.3071 d1.loss_bbox: 0.5940 d2.loss_cls: 0.2926 d2.loss_bbox: 0.5703 d3.loss_cls: 0.2828 d3.loss_bbox: 0.5619 d4.loss_cls: 0.2771 d4.loss_bbox: 0.5552 2022/12/23 23:09:55 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 23:10:52 - mmengine - INFO - Epoch(train) [15][2400/4689] lr: 7.4118e-05 eta: 15:32:58 time: 1.2497 data_time: 0.0579 memory: 14432 grad_norm: 64.8527 loss: 5.2080 loss_cls: 0.2781 loss_bbox: 0.5436 d0.loss_cls: 0.3371 d0.loss_bbox: 0.6420 d1.loss_cls: 0.3072 d1.loss_bbox: 0.5859 d2.loss_cls: 0.2917 d2.loss_bbox: 0.5618 d3.loss_cls: 0.2832 d3.loss_bbox: 0.5514 d4.loss_cls: 0.2803 d4.loss_bbox: 0.5456 2022/12/23 23:11:54 - mmengine - INFO - Epoch(train) [15][2450/4689] lr: 7.4118e-05 eta: 15:31:55 time: 1.2497 data_time: 0.0619 memory: 14432 grad_norm: 73.4373 loss: 5.0949 loss_cls: 0.2616 loss_bbox: 0.5393 d0.loss_cls: 0.3282 d0.loss_bbox: 0.6334 d1.loss_cls: 0.2974 d1.loss_bbox: 0.5803 d2.loss_cls: 0.2812 d2.loss_bbox: 0.5541 d3.loss_cls: 0.2694 d3.loss_bbox: 0.5466 d4.loss_cls: 0.2636 d4.loss_bbox: 0.5398 2022/12/23 23:12:57 - mmengine - INFO - Epoch(train) [15][2500/4689] lr: 7.4118e-05 eta: 15:30:52 time: 1.2471 data_time: 0.0560 memory: 14432 grad_norm: 65.3930 loss: 5.2473 loss_cls: 0.2741 loss_bbox: 0.5562 d0.loss_cls: 0.3309 d0.loss_bbox: 0.6534 d1.loss_cls: 0.3038 d1.loss_bbox: 0.5922 d2.loss_cls: 0.2892 d2.loss_bbox: 0.5711 d3.loss_cls: 0.2804 d3.loss_bbox: 0.5629 d4.loss_cls: 0.2764 d4.loss_bbox: 0.5567 2022/12/23 23:13:59 - mmengine - INFO - Epoch(train) [15][2550/4689] lr: 7.4118e-05 eta: 15:29:49 time: 1.2515 data_time: 0.0539 memory: 14432 grad_norm: 69.9674 loss: 5.2769 loss_cls: 0.2792 loss_bbox: 0.5526 d0.loss_cls: 0.3413 d0.loss_bbox: 0.6579 d1.loss_cls: 0.3078 d1.loss_bbox: 0.5932 d2.loss_cls: 0.2923 d2.loss_bbox: 0.5724 d3.loss_cls: 0.2852 d3.loss_bbox: 0.5604 d4.loss_cls: 0.2814 d4.loss_bbox: 0.5534 2022/12/23 23:15:03 - mmengine - INFO - Epoch(train) [15][2600/4689] lr: 7.4118e-05 eta: 15:28:46 time: 1.2651 data_time: 0.0545 memory: 14432 grad_norm: 59.7024 loss: 5.3414 loss_cls: 0.2800 loss_bbox: 0.5657 d0.loss_cls: 0.3389 d0.loss_bbox: 0.6624 d1.loss_cls: 0.3109 d1.loss_bbox: 0.6034 d2.loss_cls: 0.2961 d2.loss_bbox: 0.5785 d3.loss_cls: 0.2859 d3.loss_bbox: 0.5719 d4.loss_cls: 0.2805 d4.loss_bbox: 0.5671 2022/12/23 23:16:04 - mmengine - INFO - Epoch(train) [15][2650/4689] lr: 7.4118e-05 eta: 15:27:42 time: 1.2317 data_time: 0.0545 memory: 14432 grad_norm: 75.0630 loss: 5.3048 loss_cls: 0.2756 loss_bbox: 0.5602 d0.loss_cls: 0.3385 d0.loss_bbox: 0.6597 d1.loss_cls: 0.3086 d1.loss_bbox: 0.5986 d2.loss_cls: 0.2949 d2.loss_bbox: 0.5760 d3.loss_cls: 0.2840 d3.loss_bbox: 0.5686 d4.loss_cls: 0.2778 d4.loss_bbox: 0.5623 2022/12/23 23:17:06 - mmengine - INFO - Epoch(train) [15][2700/4689] lr: 7.4118e-05 eta: 15:26:39 time: 1.2387 data_time: 0.0527 memory: 14432 grad_norm: 72.5938 loss: 5.2459 loss_cls: 0.2716 loss_bbox: 0.5571 d0.loss_cls: 0.3384 d0.loss_bbox: 0.6478 d1.loss_cls: 0.3054 d1.loss_bbox: 0.5942 d2.loss_cls: 0.2875 d2.loss_bbox: 0.5722 d3.loss_cls: 0.2780 d3.loss_bbox: 0.5630 d4.loss_cls: 0.2733 d4.loss_bbox: 0.5574 2022/12/23 23:18:08 - mmengine - INFO - Epoch(train) [15][2750/4689] lr: 7.4118e-05 eta: 15:25:35 time: 1.2373 data_time: 0.0607 memory: 14432 grad_norm: 74.4499 loss: 5.3474 loss_cls: 0.2800 loss_bbox: 0.5695 d0.loss_cls: 0.3429 d0.loss_bbox: 0.6528 d1.loss_cls: 0.3101 d1.loss_bbox: 0.6008 d2.loss_cls: 0.2952 d2.loss_bbox: 0.5825 d3.loss_cls: 0.2869 d3.loss_bbox: 0.5754 d4.loss_cls: 0.2836 d4.loss_bbox: 0.5677 2022/12/23 23:19:10 - mmengine - INFO - Epoch(train) [15][2800/4689] lr: 7.4118e-05 eta: 15:24:32 time: 1.2411 data_time: 0.0582 memory: 14432 grad_norm: 65.0262 loss: 5.1816 loss_cls: 0.2698 loss_bbox: 0.5458 d0.loss_cls: 0.3326 d0.loss_bbox: 0.6456 d1.loss_cls: 0.3014 d1.loss_bbox: 0.5900 d2.loss_cls: 0.2843 d2.loss_bbox: 0.5637 d3.loss_cls: 0.2749 d3.loss_bbox: 0.5548 d4.loss_cls: 0.2709 d4.loss_bbox: 0.5478 2022/12/23 23:20:12 - mmengine - INFO - Epoch(train) [15][2850/4689] lr: 7.4118e-05 eta: 15:23:28 time: 1.2420 data_time: 0.0576 memory: 14432 grad_norm: 68.9162 loss: 5.2117 loss_cls: 0.2727 loss_bbox: 0.5505 d0.loss_cls: 0.3347 d0.loss_bbox: 0.6508 d1.loss_cls: 0.3012 d1.loss_bbox: 0.5913 d2.loss_cls: 0.2857 d2.loss_bbox: 0.5661 d3.loss_cls: 0.2745 d3.loss_bbox: 0.5598 d4.loss_cls: 0.2726 d4.loss_bbox: 0.5518 2022/12/23 23:21:15 - mmengine - INFO - Epoch(train) [15][2900/4689] lr: 7.4118e-05 eta: 15:22:25 time: 1.2577 data_time: 0.0606 memory: 14432 grad_norm: 61.4090 loss: 5.1644 loss_cls: 0.2719 loss_bbox: 0.5412 d0.loss_cls: 0.3337 d0.loss_bbox: 0.6462 d1.loss_cls: 0.3021 d1.loss_bbox: 0.5823 d2.loss_cls: 0.2838 d2.loss_bbox: 0.5589 d3.loss_cls: 0.2740 d3.loss_bbox: 0.5531 d4.loss_cls: 0.2726 d4.loss_bbox: 0.5445 2022/12/23 23:22:18 - mmengine - INFO - Epoch(train) [15][2950/4689] lr: 7.4118e-05 eta: 15:21:22 time: 1.2632 data_time: 0.0546 memory: 14432 grad_norm: 66.0826 loss: 5.1737 loss_cls: 0.2699 loss_bbox: 0.5459 d0.loss_cls: 0.3278 d0.loss_bbox: 0.6467 d1.loss_cls: 0.2967 d1.loss_bbox: 0.5906 d2.loss_cls: 0.2853 d2.loss_bbox: 0.5632 d3.loss_cls: 0.2757 d3.loss_bbox: 0.5538 d4.loss_cls: 0.2701 d4.loss_bbox: 0.5482 2022/12/23 23:23:20 - mmengine - INFO - Epoch(train) [15][3000/4689] lr: 7.4118e-05 eta: 15:20:19 time: 1.2411 data_time: 0.0587 memory: 14432 grad_norm: 62.7862 loss: 5.2787 loss_cls: 0.2845 loss_bbox: 0.5491 d0.loss_cls: 0.3409 d0.loss_bbox: 0.6566 d1.loss_cls: 0.3120 d1.loss_bbox: 0.5899 d2.loss_cls: 0.2965 d2.loss_bbox: 0.5672 d3.loss_cls: 0.2891 d3.loss_bbox: 0.5570 d4.loss_cls: 0.2866 d4.loss_bbox: 0.5494 2022/12/23 23:24:24 - mmengine - INFO - Epoch(train) [15][3050/4689] lr: 7.4118e-05 eta: 15:19:17 time: 1.2766 data_time: 0.0582 memory: 14432 grad_norm: 61.5272 loss: 5.1828 loss_cls: 0.2635 loss_bbox: 0.5542 d0.loss_cls: 0.3259 d0.loss_bbox: 0.6494 d1.loss_cls: 0.2936 d1.loss_bbox: 0.5952 d2.loss_cls: 0.2794 d2.loss_bbox: 0.5692 d3.loss_cls: 0.2701 d3.loss_bbox: 0.5609 d4.loss_cls: 0.2652 d4.loss_bbox: 0.5561 2022/12/23 23:25:27 - mmengine - INFO - Epoch(train) [15][3100/4689] lr: 7.4118e-05 eta: 15:18:14 time: 1.2635 data_time: 0.0704 memory: 14432 grad_norm: 71.6452 loss: 5.3517 loss_cls: 0.2790 loss_bbox: 0.5674 d0.loss_cls: 0.3416 d0.loss_bbox: 0.6612 d1.loss_cls: 0.3102 d1.loss_bbox: 0.6023 d2.loss_cls: 0.2957 d2.loss_bbox: 0.5810 d3.loss_cls: 0.2884 d3.loss_bbox: 0.5742 d4.loss_cls: 0.2829 d4.loss_bbox: 0.5676 2022/12/23 23:26:30 - mmengine - INFO - Epoch(train) [15][3150/4689] lr: 7.4118e-05 eta: 15:17:11 time: 1.2479 data_time: 0.0606 memory: 14432 grad_norm: 71.5182 loss: 5.2688 loss_cls: 0.2796 loss_bbox: 0.5520 d0.loss_cls: 0.3384 d0.loss_bbox: 0.6505 d1.loss_cls: 0.3094 d1.loss_bbox: 0.5913 d2.loss_cls: 0.2930 d2.loss_bbox: 0.5720 d3.loss_cls: 0.2846 d3.loss_bbox: 0.5627 d4.loss_cls: 0.2806 d4.loss_bbox: 0.5545 2022/12/23 23:27:32 - mmengine - INFO - Epoch(train) [15][3200/4689] lr: 7.4118e-05 eta: 15:16:07 time: 1.2492 data_time: 0.0603 memory: 14432 grad_norm: 83.6511 loss: 5.3382 loss_cls: 0.2749 loss_bbox: 0.5687 d0.loss_cls: 0.3408 d0.loss_bbox: 0.6627 d1.loss_cls: 0.3088 d1.loss_bbox: 0.6039 d2.loss_cls: 0.2939 d2.loss_bbox: 0.5816 d3.loss_cls: 0.2825 d3.loss_bbox: 0.5746 d4.loss_cls: 0.2788 d4.loss_bbox: 0.5669 2022/12/23 23:28:36 - mmengine - INFO - Epoch(train) [15][3250/4689] lr: 7.4118e-05 eta: 15:15:05 time: 1.2742 data_time: 0.0622 memory: 14432 grad_norm: 73.5836 loss: 5.1906 loss_cls: 0.2688 loss_bbox: 0.5515 d0.loss_cls: 0.3263 d0.loss_bbox: 0.6500 d1.loss_cls: 0.2960 d1.loss_bbox: 0.5903 d2.loss_cls: 0.2853 d2.loss_bbox: 0.5668 d3.loss_cls: 0.2733 d3.loss_bbox: 0.5593 d4.loss_cls: 0.2703 d4.loss_bbox: 0.5527 2022/12/23 23:29:38 - mmengine - INFO - Epoch(train) [15][3300/4689] lr: 7.4118e-05 eta: 15:14:02 time: 1.2463 data_time: 0.0593 memory: 14432 grad_norm: 58.5264 loss: 5.2938 loss_cls: 0.2839 loss_bbox: 0.5489 d0.loss_cls: 0.3452 d0.loss_bbox: 0.6538 d1.loss_cls: 0.3174 d1.loss_bbox: 0.5930 d2.loss_cls: 0.3005 d2.loss_bbox: 0.5667 d3.loss_cls: 0.2914 d3.loss_bbox: 0.5573 d4.loss_cls: 0.2848 d4.loss_bbox: 0.5510 2022/12/23 23:30:41 - mmengine - INFO - Epoch(train) [15][3350/4689] lr: 7.4118e-05 eta: 15:12:59 time: 1.2607 data_time: 0.0575 memory: 14432 grad_norm: 78.7259 loss: 5.2843 loss_cls: 0.2773 loss_bbox: 0.5569 d0.loss_cls: 0.3430 d0.loss_bbox: 0.6524 d1.loss_cls: 0.3080 d1.loss_bbox: 0.5947 d2.loss_cls: 0.2962 d2.loss_bbox: 0.5689 d3.loss_cls: 0.2839 d3.loss_bbox: 0.5653 d4.loss_cls: 0.2794 d4.loss_bbox: 0.5584 2022/12/23 23:30:46 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 23:31:44 - mmengine - INFO - Epoch(train) [15][3400/4689] lr: 7.4118e-05 eta: 15:11:56 time: 1.2515 data_time: 0.0587 memory: 14432 grad_norm: 66.2225 loss: 5.2957 loss_cls: 0.2779 loss_bbox: 0.5588 d0.loss_cls: 0.3424 d0.loss_bbox: 0.6509 d1.loss_cls: 0.3153 d1.loss_bbox: 0.5930 d2.loss_cls: 0.2951 d2.loss_bbox: 0.5731 d3.loss_cls: 0.2844 d3.loss_bbox: 0.5654 d4.loss_cls: 0.2788 d4.loss_bbox: 0.5606 2022/12/23 23:32:47 - mmengine - INFO - Epoch(train) [15][3450/4689] lr: 7.4118e-05 eta: 15:10:53 time: 1.2516 data_time: 0.0573 memory: 14432 grad_norm: 63.3645 loss: 5.1813 loss_cls: 0.2655 loss_bbox: 0.5524 d0.loss_cls: 0.3296 d0.loss_bbox: 0.6468 d1.loss_cls: 0.2974 d1.loss_bbox: 0.5893 d2.loss_cls: 0.2821 d2.loss_bbox: 0.5662 d3.loss_cls: 0.2706 d3.loss_bbox: 0.5604 d4.loss_cls: 0.2666 d4.loss_bbox: 0.5544 2022/12/23 23:33:50 - mmengine - INFO - Epoch(train) [15][3500/4689] lr: 7.4118e-05 eta: 15:09:50 time: 1.2599 data_time: 0.0662 memory: 14432 grad_norm: 60.3934 loss: 5.1410 loss_cls: 0.2647 loss_bbox: 0.5467 d0.loss_cls: 0.3279 d0.loss_bbox: 0.6390 d1.loss_cls: 0.2970 d1.loss_bbox: 0.5841 d2.loss_cls: 0.2820 d2.loss_bbox: 0.5607 d3.loss_cls: 0.2717 d3.loss_bbox: 0.5532 d4.loss_cls: 0.2662 d4.loss_bbox: 0.5477 2022/12/23 23:34:53 - mmengine - INFO - Epoch(train) [15][3550/4689] lr: 7.4118e-05 eta: 15:08:47 time: 1.2678 data_time: 0.0656 memory: 14432 grad_norm: 65.2767 loss: 5.3031 loss_cls: 0.2793 loss_bbox: 0.5560 d0.loss_cls: 0.3455 d0.loss_bbox: 0.6550 d1.loss_cls: 0.3173 d1.loss_bbox: 0.5914 d2.loss_cls: 0.2996 d2.loss_bbox: 0.5701 d3.loss_cls: 0.2856 d3.loss_bbox: 0.5647 d4.loss_cls: 0.2820 d4.loss_bbox: 0.5565 2022/12/23 23:35:56 - mmengine - INFO - Epoch(train) [15][3600/4689] lr: 7.4118e-05 eta: 15:07:44 time: 1.2513 data_time: 0.0581 memory: 14432 grad_norm: 63.9040 loss: 5.1364 loss_cls: 0.2668 loss_bbox: 0.5433 d0.loss_cls: 0.3256 d0.loss_bbox: 0.6436 d1.loss_cls: 0.2956 d1.loss_bbox: 0.5854 d2.loss_cls: 0.2797 d2.loss_bbox: 0.5607 d3.loss_cls: 0.2721 d3.loss_bbox: 0.5507 d4.loss_cls: 0.2682 d4.loss_bbox: 0.5446 2022/12/23 23:36:58 - mmengine - INFO - Epoch(train) [15][3650/4689] lr: 7.4118e-05 eta: 15:06:41 time: 1.2469 data_time: 0.0591 memory: 14432 grad_norm: 66.1054 loss: 5.2412 loss_cls: 0.2666 loss_bbox: 0.5596 d0.loss_cls: 0.3346 d0.loss_bbox: 0.6506 d1.loss_cls: 0.3016 d1.loss_bbox: 0.5959 d2.loss_cls: 0.2856 d2.loss_bbox: 0.5746 d3.loss_cls: 0.2755 d3.loss_bbox: 0.5670 d4.loss_cls: 0.2683 d4.loss_bbox: 0.5614 2022/12/23 23:38:01 - mmengine - INFO - Epoch(train) [15][3700/4689] lr: 7.4118e-05 eta: 15:05:38 time: 1.2551 data_time: 0.0632 memory: 14432 grad_norm: 57.6495 loss: 5.2483 loss_cls: 0.2817 loss_bbox: 0.5476 d0.loss_cls: 0.3433 d0.loss_bbox: 0.6391 d1.loss_cls: 0.3116 d1.loss_bbox: 0.5877 d2.loss_cls: 0.3001 d2.loss_bbox: 0.5610 d3.loss_cls: 0.2892 d3.loss_bbox: 0.5539 d4.loss_cls: 0.2834 d4.loss_bbox: 0.5497 2022/12/23 23:39:04 - mmengine - INFO - Epoch(train) [15][3750/4689] lr: 7.4118e-05 eta: 15:04:35 time: 1.2607 data_time: 0.0596 memory: 14432 grad_norm: 64.1912 loss: 5.2510 loss_cls: 0.2725 loss_bbox: 0.5544 d0.loss_cls: 0.3341 d0.loss_bbox: 0.6566 d1.loss_cls: 0.3031 d1.loss_bbox: 0.5992 d2.loss_cls: 0.2864 d2.loss_bbox: 0.5747 d3.loss_cls: 0.2777 d3.loss_bbox: 0.5625 d4.loss_cls: 0.2732 d4.loss_bbox: 0.5567 2022/12/23 23:40:06 - mmengine - INFO - Epoch(train) [15][3800/4689] lr: 7.4118e-05 eta: 15:03:32 time: 1.2361 data_time: 0.0629 memory: 14432 grad_norm: 66.7212 loss: 5.0426 loss_cls: 0.2501 loss_bbox: 0.5422 d0.loss_cls: 0.3157 d0.loss_bbox: 0.6414 d1.loss_cls: 0.2805 d1.loss_bbox: 0.5821 d2.loss_cls: 0.2674 d2.loss_bbox: 0.5598 d3.loss_cls: 0.2552 d3.loss_bbox: 0.5520 d4.loss_cls: 0.2528 d4.loss_bbox: 0.5433 2022/12/23 23:41:08 - mmengine - INFO - Epoch(train) [15][3850/4689] lr: 7.4118e-05 eta: 15:02:28 time: 1.2548 data_time: 0.0593 memory: 14432 grad_norm: 76.9541 loss: 5.3425 loss_cls: 0.2808 loss_bbox: 0.5638 d0.loss_cls: 0.3422 d0.loss_bbox: 0.6588 d1.loss_cls: 0.3145 d1.loss_bbox: 0.6003 d2.loss_cls: 0.2989 d2.loss_bbox: 0.5782 d3.loss_cls: 0.2864 d3.loss_bbox: 0.5710 d4.loss_cls: 0.2830 d4.loss_bbox: 0.5646 2022/12/23 23:42:11 - mmengine - INFO - Epoch(train) [15][3900/4689] lr: 7.4118e-05 eta: 15:01:25 time: 1.2522 data_time: 0.0706 memory: 14432 grad_norm: 84.9228 loss: 5.2976 loss_cls: 0.2791 loss_bbox: 0.5568 d0.loss_cls: 0.3445 d0.loss_bbox: 0.6531 d1.loss_cls: 0.3118 d1.loss_bbox: 0.5945 d2.loss_cls: 0.2963 d2.loss_bbox: 0.5721 d3.loss_cls: 0.2856 d3.loss_bbox: 0.5646 d4.loss_cls: 0.2814 d4.loss_bbox: 0.5580 2022/12/23 23:43:13 - mmengine - INFO - Epoch(train) [15][3950/4689] lr: 7.4118e-05 eta: 15:00:22 time: 1.2478 data_time: 0.0633 memory: 14432 grad_norm: 65.4220 loss: 5.3325 loss_cls: 0.2799 loss_bbox: 0.5612 d0.loss_cls: 0.3440 d0.loss_bbox: 0.6572 d1.loss_cls: 0.3074 d1.loss_bbox: 0.6055 d2.loss_cls: 0.2962 d2.loss_bbox: 0.5798 d3.loss_cls: 0.2849 d3.loss_bbox: 0.5712 d4.loss_cls: 0.2812 d4.loss_bbox: 0.5641 2022/12/23 23:44:16 - mmengine - INFO - Epoch(train) [15][4000/4689] lr: 7.4118e-05 eta: 14:59:19 time: 1.2523 data_time: 0.0584 memory: 14432 grad_norm: 63.9429 loss: 5.2848 loss_cls: 0.2790 loss_bbox: 0.5534 d0.loss_cls: 0.3441 d0.loss_bbox: 0.6558 d1.loss_cls: 0.3107 d1.loss_bbox: 0.5957 d2.loss_cls: 0.2957 d2.loss_bbox: 0.5692 d3.loss_cls: 0.2860 d3.loss_bbox: 0.5602 d4.loss_cls: 0.2814 d4.loss_bbox: 0.5535 2022/12/23 23:45:18 - mmengine - INFO - Epoch(train) [15][4050/4689] lr: 7.4118e-05 eta: 14:58:16 time: 1.2497 data_time: 0.0627 memory: 14432 grad_norm: 75.0193 loss: 5.2757 loss_cls: 0.2770 loss_bbox: 0.5551 d0.loss_cls: 0.3433 d0.loss_bbox: 0.6510 d1.loss_cls: 0.3110 d1.loss_bbox: 0.5927 d2.loss_cls: 0.2915 d2.loss_bbox: 0.5730 d3.loss_cls: 0.2823 d3.loss_bbox: 0.5650 d4.loss_cls: 0.2761 d4.loss_bbox: 0.5577 2022/12/23 23:46:21 - mmengine - INFO - Epoch(train) [15][4100/4689] lr: 7.4118e-05 eta: 14:57:13 time: 1.2417 data_time: 0.0590 memory: 14432 grad_norm: 73.4283 loss: 5.0093 loss_cls: 0.2519 loss_bbox: 0.5351 d0.loss_cls: 0.3215 d0.loss_bbox: 0.6312 d1.loss_cls: 0.2855 d1.loss_bbox: 0.5733 d2.loss_cls: 0.2682 d2.loss_bbox: 0.5517 d3.loss_cls: 0.2585 d3.loss_bbox: 0.5431 d4.loss_cls: 0.2535 d4.loss_bbox: 0.5356 2022/12/23 23:47:23 - mmengine - INFO - Epoch(train) [15][4150/4689] lr: 7.4118e-05 eta: 14:56:09 time: 1.2479 data_time: 0.0594 memory: 14432 grad_norm: 69.2810 loss: 5.1833 loss_cls: 0.2645 loss_bbox: 0.5507 d0.loss_cls: 0.3242 d0.loss_bbox: 0.6572 d1.loss_cls: 0.2943 d1.loss_bbox: 0.5932 d2.loss_cls: 0.2778 d2.loss_bbox: 0.5712 d3.loss_cls: 0.2699 d3.loss_bbox: 0.5619 d4.loss_cls: 0.2655 d4.loss_bbox: 0.5528 2022/12/23 23:48:26 - mmengine - INFO - Epoch(train) [15][4200/4689] lr: 7.4118e-05 eta: 14:55:07 time: 1.2636 data_time: 0.0663 memory: 14432 grad_norm: 63.8968 loss: 5.1660 loss_cls: 0.2692 loss_bbox: 0.5443 d0.loss_cls: 0.3311 d0.loss_bbox: 0.6461 d1.loss_cls: 0.2966 d1.loss_bbox: 0.5875 d2.loss_cls: 0.2840 d2.loss_bbox: 0.5619 d3.loss_cls: 0.2729 d3.loss_bbox: 0.5546 d4.loss_cls: 0.2690 d4.loss_bbox: 0.5487 2022/12/23 23:49:30 - mmengine - INFO - Epoch(train) [15][4250/4689] lr: 7.4118e-05 eta: 14:54:04 time: 1.2680 data_time: 0.0600 memory: 14432 grad_norm: 71.5359 loss: 5.1937 loss_cls: 0.2694 loss_bbox: 0.5435 d0.loss_cls: 0.3304 d0.loss_bbox: 0.6577 d1.loss_cls: 0.3023 d1.loss_bbox: 0.5904 d2.loss_cls: 0.2866 d2.loss_bbox: 0.5642 d3.loss_cls: 0.2777 d3.loss_bbox: 0.5546 d4.loss_cls: 0.2708 d4.loss_bbox: 0.5460 2022/12/23 23:50:33 - mmengine - INFO - Epoch(train) [15][4300/4689] lr: 7.4118e-05 eta: 14:53:02 time: 1.2753 data_time: 0.0641 memory: 14432 grad_norm: 68.9111 loss: 5.0723 loss_cls: 0.2613 loss_bbox: 0.5375 d0.loss_cls: 0.3245 d0.loss_bbox: 0.6361 d1.loss_cls: 0.2948 d1.loss_bbox: 0.5734 d2.loss_cls: 0.2768 d2.loss_bbox: 0.5535 d3.loss_cls: 0.2675 d3.loss_bbox: 0.5455 d4.loss_cls: 0.2618 d4.loss_bbox: 0.5396 2022/12/23 23:51:36 - mmengine - INFO - Epoch(train) [15][4350/4689] lr: 7.4118e-05 eta: 14:51:59 time: 1.2530 data_time: 0.0615 memory: 14432 grad_norm: 72.4106 loss: 5.1807 loss_cls: 0.2610 loss_bbox: 0.5545 d0.loss_cls: 0.3290 d0.loss_bbox: 0.6515 d1.loss_cls: 0.3004 d1.loss_bbox: 0.5919 d2.loss_cls: 0.2786 d2.loss_bbox: 0.5687 d3.loss_cls: 0.2681 d3.loss_bbox: 0.5595 d4.loss_cls: 0.2634 d4.loss_bbox: 0.5540 2022/12/23 23:51:41 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 23:52:40 - mmengine - INFO - Epoch(train) [15][4400/4689] lr: 7.4118e-05 eta: 14:50:56 time: 1.2766 data_time: 0.0655 memory: 14432 grad_norm: 70.8582 loss: 5.2328 loss_cls: 0.2654 loss_bbox: 0.5605 d0.loss_cls: 0.3247 d0.loss_bbox: 0.6549 d1.loss_cls: 0.2992 d1.loss_bbox: 0.6008 d2.loss_cls: 0.2813 d2.loss_bbox: 0.5787 d3.loss_cls: 0.2719 d3.loss_bbox: 0.5668 d4.loss_cls: 0.2678 d4.loss_bbox: 0.5608 2022/12/23 23:53:43 - mmengine - INFO - Epoch(train) [15][4450/4689] lr: 7.4118e-05 eta: 14:49:53 time: 1.2594 data_time: 0.0629 memory: 14432 grad_norm: 63.7101 loss: 5.2343 loss_cls: 0.2697 loss_bbox: 0.5540 d0.loss_cls: 0.3368 d0.loss_bbox: 0.6504 d1.loss_cls: 0.3056 d1.loss_bbox: 0.5904 d2.loss_cls: 0.2873 d2.loss_bbox: 0.5704 d3.loss_cls: 0.2789 d3.loss_bbox: 0.5622 d4.loss_cls: 0.2723 d4.loss_bbox: 0.5564 2022/12/23 23:54:45 - mmengine - INFO - Epoch(train) [15][4500/4689] lr: 7.4118e-05 eta: 14:48:50 time: 1.2475 data_time: 0.0660 memory: 14432 grad_norm: 59.5902 loss: 5.3077 loss_cls: 0.2787 loss_bbox: 0.5579 d0.loss_cls: 0.3458 d0.loss_bbox: 0.6525 d1.loss_cls: 0.3120 d1.loss_bbox: 0.5969 d2.loss_cls: 0.2974 d2.loss_bbox: 0.5728 d3.loss_cls: 0.2866 d3.loss_bbox: 0.5663 d4.loss_cls: 0.2813 d4.loss_bbox: 0.5594 2022/12/23 23:55:48 - mmengine - INFO - Epoch(train) [15][4550/4689] lr: 7.4118e-05 eta: 14:47:47 time: 1.2509 data_time: 0.0649 memory: 14432 grad_norm: 69.7458 loss: 5.2773 loss_cls: 0.2736 loss_bbox: 0.5562 d0.loss_cls: 0.3444 d0.loss_bbox: 0.6547 d1.loss_cls: 0.3108 d1.loss_bbox: 0.5955 d2.loss_cls: 0.2925 d2.loss_bbox: 0.5729 d3.loss_cls: 0.2795 d3.loss_bbox: 0.5654 d4.loss_cls: 0.2750 d4.loss_bbox: 0.5569 2022/12/23 23:56:50 - mmengine - INFO - Epoch(train) [15][4600/4689] lr: 7.4118e-05 eta: 14:46:43 time: 1.2358 data_time: 0.0622 memory: 14432 grad_norm: 78.9661 loss: 5.2575 loss_cls: 0.2720 loss_bbox: 0.5544 d0.loss_cls: 0.3373 d0.loss_bbox: 0.6547 d1.loss_cls: 0.3067 d1.loss_bbox: 0.5968 d2.loss_cls: 0.2900 d2.loss_bbox: 0.5726 d3.loss_cls: 0.2794 d3.loss_bbox: 0.5633 d4.loss_cls: 0.2733 d4.loss_bbox: 0.5570 2022/12/23 23:57:52 - mmengine - INFO - Epoch(train) [15][4650/4689] lr: 7.4118e-05 eta: 14:45:40 time: 1.2465 data_time: 0.0616 memory: 14432 grad_norm: 58.6586 loss: 5.4538 loss_cls: 0.2897 loss_bbox: 0.5707 d0.loss_cls: 0.3514 d0.loss_bbox: 0.6722 d1.loss_cls: 0.3208 d1.loss_bbox: 0.6133 d2.loss_cls: 0.3075 d2.loss_bbox: 0.5884 d3.loss_cls: 0.2960 d3.loss_bbox: 0.5793 d4.loss_cls: 0.2924 d4.loss_bbox: 0.5721 2022/12/23 23:58:39 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/23 23:59:45 - mmengine - INFO - Epoch(train) [16][ 50/4689] lr: 6.1732e-05 eta: 14:43:49 time: 1.3047 data_time: 0.1075 memory: 14432 grad_norm: 70.1002 loss: 5.2048 loss_cls: 0.2639 loss_bbox: 0.5525 d0.loss_cls: 0.3330 d0.loss_bbox: 0.6554 d1.loss_cls: 0.3014 d1.loss_bbox: 0.5931 d2.loss_cls: 0.2843 d2.loss_bbox: 0.5680 d3.loss_cls: 0.2725 d3.loss_bbox: 0.5601 d4.loss_cls: 0.2668 d4.loss_bbox: 0.5539 2022/12/24 00:00:47 - mmengine - INFO - Epoch(train) [16][ 100/4689] lr: 6.1732e-05 eta: 14:42:46 time: 1.2539 data_time: 0.0557 memory: 14432 grad_norm: 64.5732 loss: 5.2634 loss_cls: 0.2744 loss_bbox: 0.5555 d0.loss_cls: 0.3351 d0.loss_bbox: 0.6565 d1.loss_cls: 0.3051 d1.loss_bbox: 0.5957 d2.loss_cls: 0.2902 d2.loss_bbox: 0.5727 d3.loss_cls: 0.2820 d3.loss_bbox: 0.5632 d4.loss_cls: 0.2768 d4.loss_bbox: 0.5563 2022/12/24 00:01:51 - mmengine - INFO - Epoch(train) [16][ 150/4689] lr: 6.1732e-05 eta: 14:41:43 time: 1.2655 data_time: 0.0592 memory: 14432 grad_norm: 66.6557 loss: 5.1603 loss_cls: 0.2657 loss_bbox: 0.5437 d0.loss_cls: 0.3275 d0.loss_bbox: 0.6528 d1.loss_cls: 0.2985 d1.loss_bbox: 0.5872 d2.loss_cls: 0.2827 d2.loss_bbox: 0.5634 d3.loss_cls: 0.2715 d3.loss_bbox: 0.5534 d4.loss_cls: 0.2676 d4.loss_bbox: 0.5461 2022/12/24 00:02:53 - mmengine - INFO - Epoch(train) [16][ 200/4689] lr: 6.1732e-05 eta: 14:40:40 time: 1.2492 data_time: 0.0573 memory: 14432 grad_norm: 68.3885 loss: 5.1303 loss_cls: 0.2728 loss_bbox: 0.5338 d0.loss_cls: 0.3394 d0.loss_bbox: 0.6329 d1.loss_cls: 0.3077 d1.loss_bbox: 0.5740 d2.loss_cls: 0.2904 d2.loss_bbox: 0.5487 d3.loss_cls: 0.2793 d3.loss_bbox: 0.5410 d4.loss_cls: 0.2738 d4.loss_bbox: 0.5365 2022/12/24 00:03:57 - mmengine - INFO - Epoch(train) [16][ 250/4689] lr: 6.1732e-05 eta: 14:39:37 time: 1.2719 data_time: 0.0598 memory: 14432 grad_norm: 67.5589 loss: 5.2258 loss_cls: 0.2752 loss_bbox: 0.5499 d0.loss_cls: 0.3366 d0.loss_bbox: 0.6448 d1.loss_cls: 0.3083 d1.loss_bbox: 0.5890 d2.loss_cls: 0.2917 d2.loss_bbox: 0.5643 d3.loss_cls: 0.2828 d3.loss_bbox: 0.5559 d4.loss_cls: 0.2788 d4.loss_bbox: 0.5485 2022/12/24 00:05:00 - mmengine - INFO - Epoch(train) [16][ 300/4689] lr: 6.1732e-05 eta: 14:38:35 time: 1.2631 data_time: 0.0604 memory: 14432 grad_norm: 74.0900 loss: 5.1202 loss_cls: 0.2687 loss_bbox: 0.5352 d0.loss_cls: 0.3282 d0.loss_bbox: 0.6420 d1.loss_cls: 0.2980 d1.loss_bbox: 0.5837 d2.loss_cls: 0.2836 d2.loss_bbox: 0.5534 d3.loss_cls: 0.2739 d3.loss_bbox: 0.5454 d4.loss_cls: 0.2701 d4.loss_bbox: 0.5379 2022/12/24 00:06:03 - mmengine - INFO - Epoch(train) [16][ 350/4689] lr: 6.1732e-05 eta: 14:37:31 time: 1.2535 data_time: 0.0613 memory: 14432 grad_norm: 73.9599 loss: 5.0681 loss_cls: 0.2652 loss_bbox: 0.5304 d0.loss_cls: 0.3254 d0.loss_bbox: 0.6392 d1.loss_cls: 0.2959 d1.loss_bbox: 0.5732 d2.loss_cls: 0.2820 d2.loss_bbox: 0.5468 d3.loss_cls: 0.2739 d3.loss_bbox: 0.5372 d4.loss_cls: 0.2676 d4.loss_bbox: 0.5313 2022/12/24 00:07:05 - mmengine - INFO - Epoch(train) [16][ 400/4689] lr: 6.1732e-05 eta: 14:36:28 time: 1.2444 data_time: 0.0624 memory: 14432 grad_norm: 72.0559 loss: 5.0415 loss_cls: 0.2511 loss_bbox: 0.5412 d0.loss_cls: 0.3128 d0.loss_bbox: 0.6436 d1.loss_cls: 0.2821 d1.loss_bbox: 0.5810 d2.loss_cls: 0.2659 d2.loss_bbox: 0.5604 d3.loss_cls: 0.2576 d3.loss_bbox: 0.5504 d4.loss_cls: 0.2526 d4.loss_bbox: 0.5427 2022/12/24 00:08:08 - mmengine - INFO - Epoch(train) [16][ 450/4689] lr: 6.1732e-05 eta: 14:35:26 time: 1.2661 data_time: 0.0747 memory: 14432 grad_norm: 75.5425 loss: 5.0286 loss_cls: 0.2578 loss_bbox: 0.5312 d0.loss_cls: 0.3249 d0.loss_bbox: 0.6356 d1.loss_cls: 0.2900 d1.loss_bbox: 0.5732 d2.loss_cls: 0.2737 d2.loss_bbox: 0.5463 d3.loss_cls: 0.2629 d3.loss_bbox: 0.5397 d4.loss_cls: 0.2594 d4.loss_bbox: 0.5339 2022/12/24 00:09:12 - mmengine - INFO - Epoch(train) [16][ 500/4689] lr: 6.1732e-05 eta: 14:34:23 time: 1.2766 data_time: 0.0585 memory: 14432 grad_norm: 73.3475 loss: 5.2007 loss_cls: 0.2731 loss_bbox: 0.5478 d0.loss_cls: 0.3318 d0.loss_bbox: 0.6485 d1.loss_cls: 0.3019 d1.loss_bbox: 0.5856 d2.loss_cls: 0.2885 d2.loss_bbox: 0.5642 d3.loss_cls: 0.2794 d3.loss_bbox: 0.5560 d4.loss_cls: 0.2764 d4.loss_bbox: 0.5475 2022/12/24 00:10:14 - mmengine - INFO - Epoch(train) [16][ 550/4689] lr: 6.1732e-05 eta: 14:33:20 time: 1.2434 data_time: 0.0609 memory: 14432 grad_norm: 65.1134 loss: 5.1630 loss_cls: 0.2678 loss_bbox: 0.5437 d0.loss_cls: 0.3346 d0.loss_bbox: 0.6431 d1.loss_cls: 0.3024 d1.loss_bbox: 0.5848 d2.loss_cls: 0.2833 d2.loss_bbox: 0.5607 d3.loss_cls: 0.2752 d3.loss_bbox: 0.5512 d4.loss_cls: 0.2713 d4.loss_bbox: 0.5449 2022/12/24 00:11:17 - mmengine - INFO - Epoch(train) [16][ 600/4689] lr: 6.1732e-05 eta: 14:32:17 time: 1.2600 data_time: 0.0588 memory: 14432 grad_norm: 79.3021 loss: 5.3076 loss_cls: 0.2836 loss_bbox: 0.5514 d0.loss_cls: 0.3420 d0.loss_bbox: 0.6628 d1.loss_cls: 0.3133 d1.loss_bbox: 0.5961 d2.loss_cls: 0.2996 d2.loss_bbox: 0.5700 d3.loss_cls: 0.2889 d3.loss_bbox: 0.5612 d4.loss_cls: 0.2843 d4.loss_bbox: 0.5544 2022/12/24 00:12:20 - mmengine - INFO - Epoch(train) [16][ 650/4689] lr: 6.1732e-05 eta: 14:31:14 time: 1.2622 data_time: 0.0584 memory: 14432 grad_norm: 68.7053 loss: 5.2533 loss_cls: 0.2754 loss_bbox: 0.5517 d0.loss_cls: 0.3357 d0.loss_bbox: 0.6555 d1.loss_cls: 0.3038 d1.loss_bbox: 0.5964 d2.loss_cls: 0.2907 d2.loss_bbox: 0.5695 d3.loss_cls: 0.2800 d3.loss_bbox: 0.5623 d4.loss_cls: 0.2766 d4.loss_bbox: 0.5557 2022/12/24 00:12:40 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 00:13:23 - mmengine - INFO - Epoch(train) [16][ 700/4689] lr: 6.1732e-05 eta: 14:30:11 time: 1.2604 data_time: 0.0592 memory: 14432 grad_norm: 64.5058 loss: 5.1631 loss_cls: 0.2664 loss_bbox: 0.5453 d0.loss_cls: 0.3291 d0.loss_bbox: 0.6505 d1.loss_cls: 0.2989 d1.loss_bbox: 0.5860 d2.loss_cls: 0.2841 d2.loss_bbox: 0.5599 d3.loss_cls: 0.2733 d3.loss_bbox: 0.5532 d4.loss_cls: 0.2682 d4.loss_bbox: 0.5481 2022/12/24 00:14:27 - mmengine - INFO - Epoch(train) [16][ 750/4689] lr: 6.1732e-05 eta: 14:29:09 time: 1.2621 data_time: 0.0635 memory: 14432 grad_norm: 62.0755 loss: 5.3494 loss_cls: 0.2808 loss_bbox: 0.5605 d0.loss_cls: 0.3493 d0.loss_bbox: 0.6613 d1.loss_cls: 0.3154 d1.loss_bbox: 0.6006 d2.loss_cls: 0.3001 d2.loss_bbox: 0.5791 d3.loss_cls: 0.2867 d3.loss_bbox: 0.5708 d4.loss_cls: 0.2833 d4.loss_bbox: 0.5615 2022/12/24 00:15:30 - mmengine - INFO - Epoch(train) [16][ 800/4689] lr: 6.1732e-05 eta: 14:28:06 time: 1.2694 data_time: 0.0733 memory: 14432 grad_norm: 65.1421 loss: 5.1878 loss_cls: 0.2755 loss_bbox: 0.5433 d0.loss_cls: 0.3318 d0.loss_bbox: 0.6419 d1.loss_cls: 0.3045 d1.loss_bbox: 0.5830 d2.loss_cls: 0.2932 d2.loss_bbox: 0.5582 d3.loss_cls: 0.2819 d3.loss_bbox: 0.5519 d4.loss_cls: 0.2775 d4.loss_bbox: 0.5451 2022/12/24 00:16:33 - mmengine - INFO - Epoch(train) [16][ 850/4689] lr: 6.1732e-05 eta: 14:27:03 time: 1.2608 data_time: 0.0671 memory: 14432 grad_norm: 71.3524 loss: 5.0473 loss_cls: 0.2591 loss_bbox: 0.5362 d0.loss_cls: 0.3249 d0.loss_bbox: 0.6309 d1.loss_cls: 0.2918 d1.loss_bbox: 0.5727 d2.loss_cls: 0.2751 d2.loss_bbox: 0.5517 d3.loss_cls: 0.2646 d3.loss_bbox: 0.5435 d4.loss_cls: 0.2626 d4.loss_bbox: 0.5341 2022/12/24 00:17:36 - mmengine - INFO - Epoch(train) [16][ 900/4689] lr: 6.1732e-05 eta: 14:26:00 time: 1.2650 data_time: 0.0653 memory: 14432 grad_norm: 65.3281 loss: 4.9237 loss_cls: 0.2442 loss_bbox: 0.5250 d0.loss_cls: 0.3108 d0.loss_bbox: 0.6334 d1.loss_cls: 0.2757 d1.loss_bbox: 0.5711 d2.loss_cls: 0.2621 d2.loss_bbox: 0.5448 d3.loss_cls: 0.2511 d3.loss_bbox: 0.5333 d4.loss_cls: 0.2469 d4.loss_bbox: 0.5252 2022/12/24 00:18:41 - mmengine - INFO - Epoch(train) [16][ 950/4689] lr: 6.1732e-05 eta: 14:24:58 time: 1.2875 data_time: 0.0646 memory: 14432 grad_norm: 73.7617 loss: 5.2235 loss_cls: 0.2825 loss_bbox: 0.5420 d0.loss_cls: 0.3417 d0.loss_bbox: 0.6391 d1.loss_cls: 0.3116 d1.loss_bbox: 0.5824 d2.loss_cls: 0.2996 d2.loss_bbox: 0.5569 d3.loss_cls: 0.2899 d3.loss_bbox: 0.5486 d4.loss_cls: 0.2849 d4.loss_bbox: 0.5443 2022/12/24 00:19:44 - mmengine - INFO - Epoch(train) [16][1000/4689] lr: 6.1732e-05 eta: 14:23:56 time: 1.2659 data_time: 0.0611 memory: 14432 grad_norm: 64.2447 loss: 5.1758 loss_cls: 0.2708 loss_bbox: 0.5455 d0.loss_cls: 0.3348 d0.loss_bbox: 0.6422 d1.loss_cls: 0.3025 d1.loss_bbox: 0.5812 d2.loss_cls: 0.2865 d2.loss_bbox: 0.5626 d3.loss_cls: 0.2789 d3.loss_bbox: 0.5514 d4.loss_cls: 0.2729 d4.loss_bbox: 0.5464 2022/12/24 00:20:46 - mmengine - INFO - Epoch(train) [16][1050/4689] lr: 6.1732e-05 eta: 14:22:52 time: 1.2455 data_time: 0.0582 memory: 14432 grad_norm: 66.7406 loss: 5.1195 loss_cls: 0.2638 loss_bbox: 0.5418 d0.loss_cls: 0.3297 d0.loss_bbox: 0.6386 d1.loss_cls: 0.3005 d1.loss_bbox: 0.5782 d2.loss_cls: 0.2838 d2.loss_bbox: 0.5549 d3.loss_cls: 0.2728 d3.loss_bbox: 0.5469 d4.loss_cls: 0.2673 d4.loss_bbox: 0.5412 2022/12/24 00:21:48 - mmengine - INFO - Epoch(train) [16][1100/4689] lr: 6.1732e-05 eta: 14:21:49 time: 1.2335 data_time: 0.0617 memory: 14432 grad_norm: 81.2001 loss: 5.2377 loss_cls: 0.2785 loss_bbox: 0.5468 d0.loss_cls: 0.3406 d0.loss_bbox: 0.6490 d1.loss_cls: 0.3101 d1.loss_bbox: 0.5866 d2.loss_cls: 0.2928 d2.loss_bbox: 0.5624 d3.loss_cls: 0.2839 d3.loss_bbox: 0.5577 d4.loss_cls: 0.2799 d4.loss_bbox: 0.5494 2022/12/24 00:22:50 - mmengine - INFO - Epoch(train) [16][1150/4689] lr: 6.1732e-05 eta: 14:20:46 time: 1.2436 data_time: 0.0590 memory: 14432 grad_norm: 57.6844 loss: 5.1971 loss_cls: 0.2727 loss_bbox: 0.5465 d0.loss_cls: 0.3347 d0.loss_bbox: 0.6436 d1.loss_cls: 0.3040 d1.loss_bbox: 0.5876 d2.loss_cls: 0.2865 d2.loss_bbox: 0.5663 d3.loss_cls: 0.2791 d3.loss_bbox: 0.5542 d4.loss_cls: 0.2749 d4.loss_bbox: 0.5470 2022/12/24 00:23:54 - mmengine - INFO - Epoch(train) [16][1200/4689] lr: 6.1732e-05 eta: 14:19:43 time: 1.2690 data_time: 0.0703 memory: 14432 grad_norm: 80.3797 loss: 5.1483 loss_cls: 0.2761 loss_bbox: 0.5358 d0.loss_cls: 0.3343 d0.loss_bbox: 0.6363 d1.loss_cls: 0.3047 d1.loss_bbox: 0.5762 d2.loss_cls: 0.2898 d2.loss_bbox: 0.5531 d3.loss_cls: 0.2812 d3.loss_bbox: 0.5447 d4.loss_cls: 0.2777 d4.loss_bbox: 0.5382 2022/12/24 00:24:55 - mmengine - INFO - Epoch(train) [16][1250/4689] lr: 6.1732e-05 eta: 14:18:39 time: 1.2339 data_time: 0.0590 memory: 14432 grad_norm: 67.5578 loss: 5.1089 loss_cls: 0.2677 loss_bbox: 0.5357 d0.loss_cls: 0.3335 d0.loss_bbox: 0.6390 d1.loss_cls: 0.3011 d1.loss_bbox: 0.5726 d2.loss_cls: 0.2843 d2.loss_bbox: 0.5511 d3.loss_cls: 0.2731 d3.loss_bbox: 0.5442 d4.loss_cls: 0.2699 d4.loss_bbox: 0.5365 2022/12/24 00:25:58 - mmengine - INFO - Epoch(train) [16][1300/4689] lr: 6.1732e-05 eta: 14:17:36 time: 1.2441 data_time: 0.0586 memory: 14432 grad_norm: 73.4520 loss: 5.1944 loss_cls: 0.2719 loss_bbox: 0.5463 d0.loss_cls: 0.3394 d0.loss_bbox: 0.6435 d1.loss_cls: 0.3047 d1.loss_bbox: 0.5844 d2.loss_cls: 0.2857 d2.loss_bbox: 0.5643 d3.loss_cls: 0.2776 d3.loss_bbox: 0.5554 d4.loss_cls: 0.2744 d4.loss_bbox: 0.5469 2022/12/24 00:27:00 - mmengine - INFO - Epoch(train) [16][1350/4689] lr: 6.1732e-05 eta: 14:16:33 time: 1.2556 data_time: 0.0605 memory: 14432 grad_norm: 68.1828 loss: 5.1738 loss_cls: 0.2730 loss_bbox: 0.5417 d0.loss_cls: 0.3332 d0.loss_bbox: 0.6452 d1.loss_cls: 0.3025 d1.loss_bbox: 0.5840 d2.loss_cls: 0.2880 d2.loss_bbox: 0.5588 d3.loss_cls: 0.2789 d3.loss_bbox: 0.5500 d4.loss_cls: 0.2744 d4.loss_bbox: 0.5442 2022/12/24 00:28:02 - mmengine - INFO - Epoch(train) [16][1400/4689] lr: 6.1732e-05 eta: 14:15:30 time: 1.2394 data_time: 0.0595 memory: 14432 grad_norm: 71.6783 loss: 5.2006 loss_cls: 0.2760 loss_bbox: 0.5425 d0.loss_cls: 0.3394 d0.loss_bbox: 0.6485 d1.loss_cls: 0.3075 d1.loss_bbox: 0.5815 d2.loss_cls: 0.2935 d2.loss_bbox: 0.5576 d3.loss_cls: 0.2838 d3.loss_bbox: 0.5492 d4.loss_cls: 0.2782 d4.loss_bbox: 0.5428 2022/12/24 00:29:05 - mmengine - INFO - Epoch(train) [16][1450/4689] lr: 6.1732e-05 eta: 14:14:27 time: 1.2604 data_time: 0.0617 memory: 14432 grad_norm: 72.8595 loss: 5.0554 loss_cls: 0.2604 loss_bbox: 0.5335 d0.loss_cls: 0.3210 d0.loss_bbox: 0.6382 d1.loss_cls: 0.2915 d1.loss_bbox: 0.5763 d2.loss_cls: 0.2741 d2.loss_bbox: 0.5526 d3.loss_cls: 0.2653 d3.loss_bbox: 0.5447 d4.loss_cls: 0.2621 d4.loss_bbox: 0.5358 2022/12/24 00:30:08 - mmengine - INFO - Epoch(train) [16][1500/4689] lr: 6.1732e-05 eta: 14:13:24 time: 1.2518 data_time: 0.0632 memory: 14432 grad_norm: 82.9922 loss: 5.0747 loss_cls: 0.2614 loss_bbox: 0.5361 d0.loss_cls: 0.3197 d0.loss_bbox: 0.6394 d1.loss_cls: 0.2909 d1.loss_bbox: 0.5818 d2.loss_cls: 0.2747 d2.loss_bbox: 0.5550 d3.loss_cls: 0.2668 d3.loss_bbox: 0.5477 d4.loss_cls: 0.2631 d4.loss_bbox: 0.5383 2022/12/24 00:31:12 - mmengine - INFO - Epoch(train) [16][1550/4689] lr: 6.1732e-05 eta: 14:12:21 time: 1.2771 data_time: 0.0798 memory: 14432 grad_norm: 68.1215 loss: 5.1314 loss_cls: 0.2669 loss_bbox: 0.5432 d0.loss_cls: 0.3240 d0.loss_bbox: 0.6401 d1.loss_cls: 0.2941 d1.loss_bbox: 0.5837 d2.loss_cls: 0.2817 d2.loss_bbox: 0.5608 d3.loss_cls: 0.2727 d3.loss_bbox: 0.5512 d4.loss_cls: 0.2678 d4.loss_bbox: 0.5452 2022/12/24 00:32:16 - mmengine - INFO - Epoch(train) [16][1600/4689] lr: 6.1732e-05 eta: 14:11:19 time: 1.2725 data_time: 0.0621 memory: 14432 grad_norm: 73.2692 loss: 4.9853 loss_cls: 0.2571 loss_bbox: 0.5236 d0.loss_cls: 0.3259 d0.loss_bbox: 0.6244 d1.loss_cls: 0.2914 d1.loss_bbox: 0.5657 d2.loss_cls: 0.2731 d2.loss_bbox: 0.5431 d3.loss_cls: 0.2637 d3.loss_bbox: 0.5336 d4.loss_cls: 0.2585 d4.loss_bbox: 0.5252 2022/12/24 00:33:18 - mmengine - INFO - Epoch(train) [16][1650/4689] lr: 6.1732e-05 eta: 14:10:16 time: 1.2558 data_time: 0.0642 memory: 14432 grad_norm: 75.1444 loss: 4.9103 loss_cls: 0.2411 loss_bbox: 0.5265 d0.loss_cls: 0.3100 d0.loss_bbox: 0.6318 d1.loss_cls: 0.2769 d1.loss_bbox: 0.5674 d2.loss_cls: 0.2600 d2.loss_bbox: 0.5424 d3.loss_cls: 0.2481 d3.loss_bbox: 0.5351 d4.loss_cls: 0.2437 d4.loss_bbox: 0.5273 2022/12/24 00:33:37 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 00:34:22 - mmengine - INFO - Epoch(train) [16][1700/4689] lr: 6.1732e-05 eta: 14:09:13 time: 1.2696 data_time: 0.0683 memory: 14432 grad_norm: 76.5072 loss: 5.0403 loss_cls: 0.2623 loss_bbox: 0.5300 d0.loss_cls: 0.3240 d0.loss_bbox: 0.6283 d1.loss_cls: 0.2953 d1.loss_bbox: 0.5701 d2.loss_cls: 0.2795 d2.loss_bbox: 0.5473 d3.loss_cls: 0.2685 d3.loss_bbox: 0.5387 d4.loss_cls: 0.2640 d4.loss_bbox: 0.5323 2022/12/24 00:35:24 - mmengine - INFO - Epoch(train) [16][1750/4689] lr: 6.1732e-05 eta: 14:08:10 time: 1.2484 data_time: 0.0614 memory: 14432 grad_norm: 78.6639 loss: 5.1513 loss_cls: 0.2666 loss_bbox: 0.5428 d0.loss_cls: 0.3296 d0.loss_bbox: 0.6445 d1.loss_cls: 0.2978 d1.loss_bbox: 0.5864 d2.loss_cls: 0.2838 d2.loss_bbox: 0.5608 d3.loss_cls: 0.2742 d3.loss_bbox: 0.5513 d4.loss_cls: 0.2687 d4.loss_bbox: 0.5449 2022/12/24 00:36:28 - mmengine - INFO - Epoch(train) [16][1800/4689] lr: 6.1732e-05 eta: 14:07:07 time: 1.2671 data_time: 0.0632 memory: 14432 grad_norm: 77.8505 loss: 5.2426 loss_cls: 0.2768 loss_bbox: 0.5522 d0.loss_cls: 0.3377 d0.loss_bbox: 0.6478 d1.loss_cls: 0.3079 d1.loss_bbox: 0.5855 d2.loss_cls: 0.2959 d2.loss_bbox: 0.5654 d3.loss_cls: 0.2862 d3.loss_bbox: 0.5557 d4.loss_cls: 0.2805 d4.loss_bbox: 0.5511 2022/12/24 00:37:31 - mmengine - INFO - Epoch(train) [16][1850/4689] lr: 6.1732e-05 eta: 14:06:05 time: 1.2643 data_time: 0.0622 memory: 14432 grad_norm: 66.7354 loss: 5.2231 loss_cls: 0.2750 loss_bbox: 0.5467 d0.loss_cls: 0.3350 d0.loss_bbox: 0.6494 d1.loss_cls: 0.3094 d1.loss_bbox: 0.5881 d2.loss_cls: 0.2922 d2.loss_bbox: 0.5656 d3.loss_cls: 0.2808 d3.loss_bbox: 0.5556 d4.loss_cls: 0.2773 d4.loss_bbox: 0.5480 2022/12/24 00:38:33 - mmengine - INFO - Epoch(train) [16][1900/4689] lr: 6.1732e-05 eta: 14:05:01 time: 1.2394 data_time: 0.0580 memory: 14432 grad_norm: 64.4628 loss: 5.2918 loss_cls: 0.2788 loss_bbox: 0.5565 d0.loss_cls: 0.3399 d0.loss_bbox: 0.6554 d1.loss_cls: 0.3099 d1.loss_bbox: 0.5960 d2.loss_cls: 0.2943 d2.loss_bbox: 0.5740 d3.loss_cls: 0.2841 d3.loss_bbox: 0.5652 d4.loss_cls: 0.2791 d4.loss_bbox: 0.5586 2022/12/24 00:39:36 - mmengine - INFO - Epoch(train) [16][1950/4689] lr: 6.1732e-05 eta: 14:03:58 time: 1.2535 data_time: 0.0690 memory: 14432 grad_norm: 68.2605 loss: 5.1524 loss_cls: 0.2726 loss_bbox: 0.5372 d0.loss_cls: 0.3338 d0.loss_bbox: 0.6400 d1.loss_cls: 0.3025 d1.loss_bbox: 0.5814 d2.loss_cls: 0.2883 d2.loss_bbox: 0.5569 d3.loss_cls: 0.2792 d3.loss_bbox: 0.5469 d4.loss_cls: 0.2738 d4.loss_bbox: 0.5398 2022/12/24 00:40:38 - mmengine - INFO - Epoch(train) [16][2000/4689] lr: 6.1732e-05 eta: 14:02:55 time: 1.2521 data_time: 0.0601 memory: 14432 grad_norm: 66.8732 loss: 5.1772 loss_cls: 0.2811 loss_bbox: 0.5371 d0.loss_cls: 0.3381 d0.loss_bbox: 0.6339 d1.loss_cls: 0.3098 d1.loss_bbox: 0.5762 d2.loss_cls: 0.2956 d2.loss_bbox: 0.5521 d3.loss_cls: 0.2884 d3.loss_bbox: 0.5435 d4.loss_cls: 0.2830 d4.loss_bbox: 0.5385 2022/12/24 00:41:41 - mmengine - INFO - Epoch(train) [16][2050/4689] lr: 6.1732e-05 eta: 14:01:52 time: 1.2465 data_time: 0.0531 memory: 14432 grad_norm: 66.3456 loss: 4.9846 loss_cls: 0.2530 loss_bbox: 0.5306 d0.loss_cls: 0.3147 d0.loss_bbox: 0.6289 d1.loss_cls: 0.2848 d1.loss_bbox: 0.5702 d2.loss_cls: 0.2699 d2.loss_bbox: 0.5466 d3.loss_cls: 0.2600 d3.loss_bbox: 0.5385 d4.loss_cls: 0.2553 d4.loss_bbox: 0.5322 2022/12/24 00:42:44 - mmengine - INFO - Epoch(train) [16][2100/4689] lr: 6.1732e-05 eta: 14:00:50 time: 1.2778 data_time: 0.0665 memory: 14432 grad_norm: 71.9433 loss: 5.0614 loss_cls: 0.2590 loss_bbox: 0.5348 d0.loss_cls: 0.3261 d0.loss_bbox: 0.6395 d1.loss_cls: 0.2944 d1.loss_bbox: 0.5734 d2.loss_cls: 0.2750 d2.loss_bbox: 0.5518 d3.loss_cls: 0.2668 d3.loss_bbox: 0.5421 d4.loss_cls: 0.2614 d4.loss_bbox: 0.5370 2022/12/24 00:43:49 - mmengine - INFO - Epoch(train) [16][2150/4689] lr: 6.1732e-05 eta: 13:59:47 time: 1.2806 data_time: 0.0678 memory: 14432 grad_norm: 63.5457 loss: 4.8705 loss_cls: 0.2445 loss_bbox: 0.5202 d0.loss_cls: 0.3065 d0.loss_bbox: 0.6205 d1.loss_cls: 0.2744 d1.loss_bbox: 0.5596 d2.loss_cls: 0.2602 d2.loss_bbox: 0.5368 d3.loss_cls: 0.2492 d3.loss_bbox: 0.5309 d4.loss_cls: 0.2449 d4.loss_bbox: 0.5227 2022/12/24 00:44:51 - mmengine - INFO - Epoch(train) [16][2200/4689] lr: 6.1732e-05 eta: 13:58:44 time: 1.2491 data_time: 0.0613 memory: 14432 grad_norm: 69.0682 loss: 4.9905 loss_cls: 0.2585 loss_bbox: 0.5253 d0.loss_cls: 0.3176 d0.loss_bbox: 0.6275 d1.loss_cls: 0.2887 d1.loss_bbox: 0.5699 d2.loss_cls: 0.2723 d2.loss_bbox: 0.5446 d3.loss_cls: 0.2622 d3.loss_bbox: 0.5363 d4.loss_cls: 0.2588 d4.loss_bbox: 0.5287 2022/12/24 00:45:54 - mmengine - INFO - Epoch(train) [16][2250/4689] lr: 6.1732e-05 eta: 13:57:41 time: 1.2642 data_time: 0.0677 memory: 14432 grad_norm: 65.9584 loss: 5.1765 loss_cls: 0.2676 loss_bbox: 0.5476 d0.loss_cls: 0.3291 d0.loss_bbox: 0.6516 d1.loss_cls: 0.2977 d1.loss_bbox: 0.5901 d2.loss_cls: 0.2812 d2.loss_bbox: 0.5658 d3.loss_cls: 0.2739 d3.loss_bbox: 0.5548 d4.loss_cls: 0.2685 d4.loss_bbox: 0.5488 2022/12/24 00:46:57 - mmengine - INFO - Epoch(train) [16][2300/4689] lr: 6.1732e-05 eta: 13:56:38 time: 1.2500 data_time: 0.0601 memory: 14432 grad_norm: 61.4609 loss: 5.1457 loss_cls: 0.2749 loss_bbox: 0.5317 d0.loss_cls: 0.3341 d0.loss_bbox: 0.6415 d1.loss_cls: 0.3076 d1.loss_bbox: 0.5765 d2.loss_cls: 0.2937 d2.loss_bbox: 0.5501 d3.loss_cls: 0.2835 d3.loss_bbox: 0.5407 d4.loss_cls: 0.2785 d4.loss_bbox: 0.5329 2022/12/24 00:48:00 - mmengine - INFO - Epoch(train) [16][2350/4689] lr: 6.1732e-05 eta: 13:55:35 time: 1.2549 data_time: 0.0643 memory: 14432 grad_norm: 60.6044 loss: 5.0169 loss_cls: 0.2542 loss_bbox: 0.5351 d0.loss_cls: 0.3180 d0.loss_bbox: 0.6309 d1.loss_cls: 0.2851 d1.loss_bbox: 0.5731 d2.loss_cls: 0.2693 d2.loss_bbox: 0.5522 d3.loss_cls: 0.2622 d3.loss_bbox: 0.5424 d4.loss_cls: 0.2568 d4.loss_bbox: 0.5375 2022/12/24 00:49:04 - mmengine - INFO - Epoch(train) [16][2400/4689] lr: 6.1732e-05 eta: 13:54:33 time: 1.2924 data_time: 0.0864 memory: 14432 grad_norm: 70.1564 loss: 5.2233 loss_cls: 0.2704 loss_bbox: 0.5557 d0.loss_cls: 0.3307 d0.loss_bbox: 0.6489 d1.loss_cls: 0.2982 d1.loss_bbox: 0.5985 d2.loss_cls: 0.2826 d2.loss_bbox: 0.5731 d3.loss_cls: 0.2757 d3.loss_bbox: 0.5619 d4.loss_cls: 0.2713 d4.loss_bbox: 0.5563 2022/12/24 00:50:08 - mmengine - INFO - Epoch(train) [16][2450/4689] lr: 6.1732e-05 eta: 13:53:31 time: 1.2676 data_time: 0.0675 memory: 14432 grad_norm: 67.7244 loss: 5.1436 loss_cls: 0.2674 loss_bbox: 0.5420 d0.loss_cls: 0.3297 d0.loss_bbox: 0.6401 d1.loss_cls: 0.2979 d1.loss_bbox: 0.5813 d2.loss_cls: 0.2823 d2.loss_bbox: 0.5622 d3.loss_cls: 0.2750 d3.loss_bbox: 0.5514 d4.loss_cls: 0.2696 d4.loss_bbox: 0.5446 2022/12/24 00:51:11 - mmengine - INFO - Epoch(train) [16][2500/4689] lr: 6.1732e-05 eta: 13:52:28 time: 1.2601 data_time: 0.0633 memory: 14432 grad_norm: 72.1081 loss: 5.1030 loss_cls: 0.2573 loss_bbox: 0.5424 d0.loss_cls: 0.3250 d0.loss_bbox: 0.6503 d1.loss_cls: 0.2911 d1.loss_bbox: 0.5850 d2.loss_cls: 0.2741 d2.loss_bbox: 0.5593 d3.loss_cls: 0.2640 d3.loss_bbox: 0.5504 d4.loss_cls: 0.2592 d4.loss_bbox: 0.5449 2022/12/24 00:52:13 - mmengine - INFO - Epoch(train) [16][2550/4689] lr: 6.1732e-05 eta: 13:51:25 time: 1.2457 data_time: 0.0615 memory: 14432 grad_norm: 65.8704 loss: 5.1276 loss_cls: 0.2735 loss_bbox: 0.5332 d0.loss_cls: 0.3370 d0.loss_bbox: 0.6368 d1.loss_cls: 0.3024 d1.loss_bbox: 0.5765 d2.loss_cls: 0.2898 d2.loss_bbox: 0.5485 d3.loss_cls: 0.2802 d3.loss_bbox: 0.5405 d4.loss_cls: 0.2743 d4.loss_bbox: 0.5349 2022/12/24 00:53:16 - mmengine - INFO - Epoch(train) [16][2600/4689] lr: 6.1732e-05 eta: 13:50:22 time: 1.2617 data_time: 0.0674 memory: 14432 grad_norm: 65.0735 loss: 5.1840 loss_cls: 0.2727 loss_bbox: 0.5441 d0.loss_cls: 0.3307 d0.loss_bbox: 0.6487 d1.loss_cls: 0.3005 d1.loss_bbox: 0.5871 d2.loss_cls: 0.2865 d2.loss_bbox: 0.5629 d3.loss_cls: 0.2779 d3.loss_bbox: 0.5526 d4.loss_cls: 0.2732 d4.loss_bbox: 0.5470 2022/12/24 00:54:20 - mmengine - INFO - Epoch(train) [16][2650/4689] lr: 6.1732e-05 eta: 13:49:19 time: 1.2754 data_time: 0.0671 memory: 14432 grad_norm: 78.1035 loss: 5.1273 loss_cls: 0.2706 loss_bbox: 0.5362 d0.loss_cls: 0.3303 d0.loss_bbox: 0.6391 d1.loss_cls: 0.3001 d1.loss_bbox: 0.5794 d2.loss_cls: 0.2849 d2.loss_bbox: 0.5549 d3.loss_cls: 0.2775 d3.loss_bbox: 0.5431 d4.loss_cls: 0.2740 d4.loss_bbox: 0.5372 2022/12/24 00:54:38 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 00:55:22 - mmengine - INFO - Epoch(train) [16][2700/4689] lr: 6.1732e-05 eta: 13:48:16 time: 1.2517 data_time: 0.0608 memory: 14432 grad_norm: 61.8545 loss: 5.2363 loss_cls: 0.2834 loss_bbox: 0.5404 d0.loss_cls: 0.3502 d0.loss_bbox: 0.6443 d1.loss_cls: 0.3153 d1.loss_bbox: 0.5813 d2.loss_cls: 0.2996 d2.loss_bbox: 0.5564 d3.loss_cls: 0.2898 d3.loss_bbox: 0.5488 d4.loss_cls: 0.2842 d4.loss_bbox: 0.5427 2022/12/24 00:56:26 - mmengine - INFO - Epoch(train) [16][2750/4689] lr: 6.1732e-05 eta: 13:47:14 time: 1.2716 data_time: 0.0613 memory: 14432 grad_norm: 71.7976 loss: 5.1534 loss_cls: 0.2641 loss_bbox: 0.5476 d0.loss_cls: 0.3267 d0.loss_bbox: 0.6466 d1.loss_cls: 0.2948 d1.loss_bbox: 0.5869 d2.loss_cls: 0.2806 d2.loss_bbox: 0.5655 d3.loss_cls: 0.2726 d3.loss_bbox: 0.5537 d4.loss_cls: 0.2666 d4.loss_bbox: 0.5477 2022/12/24 00:57:30 - mmengine - INFO - Epoch(train) [16][2800/4689] lr: 6.1732e-05 eta: 13:46:11 time: 1.2721 data_time: 0.0685 memory: 14432 grad_norm: 60.8660 loss: 5.0117 loss_cls: 0.2546 loss_bbox: 0.5310 d0.loss_cls: 0.3199 d0.loss_bbox: 0.6334 d1.loss_cls: 0.2887 d1.loss_bbox: 0.5714 d2.loss_cls: 0.2712 d2.loss_bbox: 0.5505 d3.loss_cls: 0.2623 d3.loss_bbox: 0.5394 d4.loss_cls: 0.2569 d4.loss_bbox: 0.5324 2022/12/24 00:58:33 - mmengine - INFO - Epoch(train) [16][2850/4689] lr: 6.1732e-05 eta: 13:45:08 time: 1.2618 data_time: 0.0626 memory: 14432 grad_norm: 66.8486 loss: 5.0546 loss_cls: 0.2572 loss_bbox: 0.5364 d0.loss_cls: 0.3218 d0.loss_bbox: 0.6386 d1.loss_cls: 0.2884 d1.loss_bbox: 0.5779 d2.loss_cls: 0.2732 d2.loss_bbox: 0.5541 d3.loss_cls: 0.2631 d3.loss_bbox: 0.5469 d4.loss_cls: 0.2587 d4.loss_bbox: 0.5383 2022/12/24 00:59:35 - mmengine - INFO - Epoch(train) [16][2900/4689] lr: 6.1732e-05 eta: 13:44:05 time: 1.2549 data_time: 0.0612 memory: 14432 grad_norm: 71.8955 loss: 5.5181 loss_cls: 0.3071 loss_bbox: 0.5698 d0.loss_cls: 0.3649 d0.loss_bbox: 0.6581 d1.loss_cls: 0.3325 d1.loss_bbox: 0.6095 d2.loss_cls: 0.3190 d2.loss_bbox: 0.5863 d3.loss_cls: 0.3125 d3.loss_bbox: 0.5782 d4.loss_cls: 0.3087 d4.loss_bbox: 0.5714 2022/12/24 01:00:38 - mmengine - INFO - Epoch(train) [16][2950/4689] lr: 6.1732e-05 eta: 13:43:02 time: 1.2499 data_time: 0.0605 memory: 14432 grad_norm: 77.6370 loss: 5.2733 loss_cls: 0.2814 loss_bbox: 0.5507 d0.loss_cls: 0.3423 d0.loss_bbox: 0.6480 d1.loss_cls: 0.3122 d1.loss_bbox: 0.5934 d2.loss_cls: 0.2963 d2.loss_bbox: 0.5682 d3.loss_cls: 0.2865 d3.loss_bbox: 0.5593 d4.loss_cls: 0.2833 d4.loss_bbox: 0.5517 2022/12/24 01:01:41 - mmengine - INFO - Epoch(train) [16][3000/4689] lr: 6.1732e-05 eta: 13:42:00 time: 1.2677 data_time: 0.0628 memory: 14432 grad_norm: 72.0901 loss: 5.1466 loss_cls: 0.2673 loss_bbox: 0.5450 d0.loss_cls: 0.3246 d0.loss_bbox: 0.6411 d1.loss_cls: 0.2957 d1.loss_bbox: 0.5863 d2.loss_cls: 0.2822 d2.loss_bbox: 0.5618 d3.loss_cls: 0.2747 d3.loss_bbox: 0.5514 d4.loss_cls: 0.2700 d4.loss_bbox: 0.5466 2022/12/24 01:02:45 - mmengine - INFO - Epoch(train) [16][3050/4689] lr: 6.1732e-05 eta: 13:40:57 time: 1.2717 data_time: 0.0641 memory: 14432 grad_norm: 75.4625 loss: 5.0559 loss_cls: 0.2658 loss_bbox: 0.5300 d0.loss_cls: 0.3268 d0.loss_bbox: 0.6315 d1.loss_cls: 0.2950 d1.loss_bbox: 0.5729 d2.loss_cls: 0.2823 d2.loss_bbox: 0.5446 d3.loss_cls: 0.2712 d3.loss_bbox: 0.5369 d4.loss_cls: 0.2674 d4.loss_bbox: 0.5313 2022/12/24 01:03:49 - mmengine - INFO - Epoch(train) [16][3100/4689] lr: 6.1732e-05 eta: 13:39:55 time: 1.2774 data_time: 0.0618 memory: 14432 grad_norm: 74.8236 loss: 5.0304 loss_cls: 0.2595 loss_bbox: 0.5317 d0.loss_cls: 0.3225 d0.loss_bbox: 0.6303 d1.loss_cls: 0.2908 d1.loss_bbox: 0.5718 d2.loss_cls: 0.2765 d2.loss_bbox: 0.5467 d3.loss_cls: 0.2677 d3.loss_bbox: 0.5386 d4.loss_cls: 0.2625 d4.loss_bbox: 0.5318 2022/12/24 01:04:52 - mmengine - INFO - Epoch(train) [16][3150/4689] lr: 6.1732e-05 eta: 13:38:52 time: 1.2601 data_time: 0.0622 memory: 14432 grad_norm: 82.6321 loss: 5.0548 loss_cls: 0.2590 loss_bbox: 0.5334 d0.loss_cls: 0.3223 d0.loss_bbox: 0.6362 d1.loss_cls: 0.2918 d1.loss_bbox: 0.5778 d2.loss_cls: 0.2770 d2.loss_bbox: 0.5518 d3.loss_cls: 0.2661 d3.loss_bbox: 0.5427 d4.loss_cls: 0.2615 d4.loss_bbox: 0.5353 2022/12/24 01:05:57 - mmengine - INFO - Epoch(train) [16][3200/4689] lr: 6.1732e-05 eta: 13:37:50 time: 1.2961 data_time: 0.0708 memory: 14432 grad_norm: 63.7315 loss: 5.0746 loss_cls: 0.2589 loss_bbox: 0.5401 d0.loss_cls: 0.3161 d0.loss_bbox: 0.6426 d1.loss_cls: 0.2887 d1.loss_bbox: 0.5792 d2.loss_cls: 0.2750 d2.loss_bbox: 0.5573 d3.loss_cls: 0.2656 d3.loss_bbox: 0.5487 d4.loss_cls: 0.2616 d4.loss_bbox: 0.5408 2022/12/24 01:07:00 - mmengine - INFO - Epoch(train) [16][3250/4689] lr: 6.1732e-05 eta: 13:36:47 time: 1.2713 data_time: 0.0667 memory: 14432 grad_norm: 64.3760 loss: 5.0332 loss_cls: 0.2595 loss_bbox: 0.5306 d0.loss_cls: 0.3239 d0.loss_bbox: 0.6352 d1.loss_cls: 0.2889 d1.loss_bbox: 0.5725 d2.loss_cls: 0.2738 d2.loss_bbox: 0.5498 d3.loss_cls: 0.2659 d3.loss_bbox: 0.5404 d4.loss_cls: 0.2607 d4.loss_bbox: 0.5319 2022/12/24 01:08:03 - mmengine - INFO - Epoch(train) [16][3300/4689] lr: 6.1732e-05 eta: 13:35:44 time: 1.2585 data_time: 0.0656 memory: 14432 grad_norm: 66.1160 loss: 5.1087 loss_cls: 0.2608 loss_bbox: 0.5429 d0.loss_cls: 0.3206 d0.loss_bbox: 0.6469 d1.loss_cls: 0.2933 d1.loss_bbox: 0.5830 d2.loss_cls: 0.2782 d2.loss_bbox: 0.5586 d3.loss_cls: 0.2677 d3.loss_bbox: 0.5489 d4.loss_cls: 0.2625 d4.loss_bbox: 0.5453 2022/12/24 01:09:06 - mmengine - INFO - Epoch(train) [16][3350/4689] lr: 6.1732e-05 eta: 13:34:41 time: 1.2514 data_time: 0.0668 memory: 14432 grad_norm: 68.9189 loss: 5.1101 loss_cls: 0.2657 loss_bbox: 0.5382 d0.loss_cls: 0.3270 d0.loss_bbox: 0.6393 d1.loss_cls: 0.2967 d1.loss_bbox: 0.5791 d2.loss_cls: 0.2823 d2.loss_bbox: 0.5562 d3.loss_cls: 0.2714 d3.loss_bbox: 0.5476 d4.loss_cls: 0.2665 d4.loss_bbox: 0.5401 2022/12/24 01:10:09 - mmengine - INFO - Epoch(train) [16][3400/4689] lr: 6.1732e-05 eta: 13:33:38 time: 1.2539 data_time: 0.0657 memory: 14432 grad_norm: 72.1023 loss: 5.1672 loss_cls: 0.2722 loss_bbox: 0.5405 d0.loss_cls: 0.3313 d0.loss_bbox: 0.6501 d1.loss_cls: 0.3019 d1.loss_bbox: 0.5825 d2.loss_cls: 0.2852 d2.loss_bbox: 0.5612 d3.loss_cls: 0.2767 d3.loss_bbox: 0.5496 d4.loss_cls: 0.2739 d4.loss_bbox: 0.5423 2022/12/24 01:11:11 - mmengine - INFO - Epoch(train) [16][3450/4689] lr: 6.1732e-05 eta: 13:32:35 time: 1.2409 data_time: 0.0585 memory: 14432 grad_norm: 63.1302 loss: 5.2127 loss_cls: 0.2791 loss_bbox: 0.5433 d0.loss_cls: 0.3414 d0.loss_bbox: 0.6385 d1.loss_cls: 0.3110 d1.loss_bbox: 0.5831 d2.loss_cls: 0.2949 d2.loss_bbox: 0.5576 d3.loss_cls: 0.2858 d3.loss_bbox: 0.5516 d4.loss_cls: 0.2813 d4.loss_bbox: 0.5451 2022/12/24 01:12:14 - mmengine - INFO - Epoch(train) [16][3500/4689] lr: 6.1732e-05 eta: 13:31:32 time: 1.2582 data_time: 0.0592 memory: 14432 grad_norm: 72.8870 loss: 5.1623 loss_cls: 0.2726 loss_bbox: 0.5413 d0.loss_cls: 0.3292 d0.loss_bbox: 0.6457 d1.loss_cls: 0.2986 d1.loss_bbox: 0.5854 d2.loss_cls: 0.2839 d2.loss_bbox: 0.5608 d3.loss_cls: 0.2750 d3.loss_bbox: 0.5533 d4.loss_cls: 0.2736 d4.loss_bbox: 0.5429 2022/12/24 01:13:17 - mmengine - INFO - Epoch(train) [16][3550/4689] lr: 6.1732e-05 eta: 13:30:29 time: 1.2703 data_time: 0.0623 memory: 14432 grad_norm: 72.8784 loss: 5.1336 loss_cls: 0.2684 loss_bbox: 0.5381 d0.loss_cls: 0.3305 d0.loss_bbox: 0.6445 d1.loss_cls: 0.2970 d1.loss_bbox: 0.5830 d2.loss_cls: 0.2827 d2.loss_bbox: 0.5586 d3.loss_cls: 0.2737 d3.loss_bbox: 0.5471 d4.loss_cls: 0.2692 d4.loss_bbox: 0.5409 2022/12/24 01:14:21 - mmengine - INFO - Epoch(train) [16][3600/4689] lr: 6.1732e-05 eta: 13:29:27 time: 1.2745 data_time: 0.0673 memory: 14432 grad_norm: 69.0462 loss: 4.9642 loss_cls: 0.2527 loss_bbox: 0.5267 d0.loss_cls: 0.3114 d0.loss_bbox: 0.6310 d1.loss_cls: 0.2800 d1.loss_bbox: 0.5721 d2.loss_cls: 0.2655 d2.loss_bbox: 0.5472 d3.loss_cls: 0.2573 d3.loss_bbox: 0.5370 d4.loss_cls: 0.2550 d4.loss_bbox: 0.5284 2022/12/24 01:15:24 - mmengine - INFO - Epoch(train) [16][3650/4689] lr: 6.1732e-05 eta: 13:28:24 time: 1.2691 data_time: 0.0663 memory: 14432 grad_norm: 68.2382 loss: 5.0348 loss_cls: 0.2654 loss_bbox: 0.5278 d0.loss_cls: 0.3243 d0.loss_bbox: 0.6255 d1.loss_cls: 0.2934 d1.loss_bbox: 0.5673 d2.loss_cls: 0.2802 d2.loss_bbox: 0.5462 d3.loss_cls: 0.2705 d3.loss_bbox: 0.5375 d4.loss_cls: 0.2663 d4.loss_bbox: 0.5304 2022/12/24 01:15:44 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 01:16:27 - mmengine - INFO - Epoch(train) [16][3700/4689] lr: 6.1732e-05 eta: 13:27:21 time: 1.2519 data_time: 0.0637 memory: 14432 grad_norm: 68.1836 loss: 5.0961 loss_cls: 0.2718 loss_bbox: 0.5286 d0.loss_cls: 0.3380 d0.loss_bbox: 0.6312 d1.loss_cls: 0.3025 d1.loss_bbox: 0.5694 d2.loss_cls: 0.2865 d2.loss_bbox: 0.5466 d3.loss_cls: 0.2784 d3.loss_bbox: 0.5386 d4.loss_cls: 0.2742 d4.loss_bbox: 0.5303 2022/12/24 01:17:30 - mmengine - INFO - Epoch(train) [16][3750/4689] lr: 6.1732e-05 eta: 13:26:18 time: 1.2527 data_time: 0.0635 memory: 14432 grad_norm: 66.5706 loss: 4.9830 loss_cls: 0.2590 loss_bbox: 0.5258 d0.loss_cls: 0.3247 d0.loss_bbox: 0.6217 d1.loss_cls: 0.2869 d1.loss_bbox: 0.5657 d2.loss_cls: 0.2718 d2.loss_bbox: 0.5430 d3.loss_cls: 0.2629 d3.loss_bbox: 0.5346 d4.loss_cls: 0.2595 d4.loss_bbox: 0.5274 2022/12/24 01:18:34 - mmengine - INFO - Epoch(train) [16][3800/4689] lr: 6.1732e-05 eta: 13:25:16 time: 1.2845 data_time: 0.0641 memory: 14432 grad_norm: 64.6874 loss: 4.9146 loss_cls: 0.2469 loss_bbox: 0.5238 d0.loss_cls: 0.3060 d0.loss_bbox: 0.6266 d1.loss_cls: 0.2788 d1.loss_bbox: 0.5682 d2.loss_cls: 0.2626 d2.loss_bbox: 0.5419 d3.loss_cls: 0.2530 d3.loss_bbox: 0.5328 d4.loss_cls: 0.2474 d4.loss_bbox: 0.5265 2022/12/24 01:19:37 - mmengine - INFO - Epoch(train) [16][3850/4689] lr: 6.1732e-05 eta: 13:24:13 time: 1.2644 data_time: 0.0666 memory: 14432 grad_norm: 55.8063 loss: 5.0043 loss_cls: 0.2563 loss_bbox: 0.5317 d0.loss_cls: 0.3224 d0.loss_bbox: 0.6264 d1.loss_cls: 0.2887 d1.loss_bbox: 0.5673 d2.loss_cls: 0.2700 d2.loss_bbox: 0.5488 d3.loss_cls: 0.2610 d3.loss_bbox: 0.5402 d4.loss_cls: 0.2578 d4.loss_bbox: 0.5337 2022/12/24 01:20:41 - mmengine - INFO - Epoch(train) [16][3900/4689] lr: 6.1732e-05 eta: 13:23:11 time: 1.2835 data_time: 0.0642 memory: 14432 grad_norm: 76.5361 loss: 5.0776 loss_cls: 0.2614 loss_bbox: 0.5404 d0.loss_cls: 0.3253 d0.loss_bbox: 0.6298 d1.loss_cls: 0.2914 d1.loss_bbox: 0.5766 d2.loss_cls: 0.2765 d2.loss_bbox: 0.5559 d3.loss_cls: 0.2671 d3.loss_bbox: 0.5483 d4.loss_cls: 0.2633 d4.loss_bbox: 0.5414 2022/12/24 01:21:44 - mmengine - INFO - Epoch(train) [16][3950/4689] lr: 6.1732e-05 eta: 13:22:08 time: 1.2642 data_time: 0.0615 memory: 14432 grad_norm: 59.5095 loss: 4.9188 loss_cls: 0.2542 loss_bbox: 0.5197 d0.loss_cls: 0.3190 d0.loss_bbox: 0.6164 d1.loss_cls: 0.2854 d1.loss_bbox: 0.5550 d2.loss_cls: 0.2710 d2.loss_bbox: 0.5346 d3.loss_cls: 0.2610 d3.loss_bbox: 0.5253 d4.loss_cls: 0.2558 d4.loss_bbox: 0.5216 2022/12/24 01:22:47 - mmengine - INFO - Epoch(train) [16][4000/4689] lr: 6.1732e-05 eta: 13:21:05 time: 1.2494 data_time: 0.0681 memory: 14432 grad_norm: 59.5439 loss: 5.2106 loss_cls: 0.2730 loss_bbox: 0.5490 d0.loss_cls: 0.3390 d0.loss_bbox: 0.6420 d1.loss_cls: 0.3069 d1.loss_bbox: 0.5834 d2.loss_cls: 0.2883 d2.loss_bbox: 0.5671 d3.loss_cls: 0.2792 d3.loss_bbox: 0.5578 d4.loss_cls: 0.2741 d4.loss_bbox: 0.5510 2022/12/24 01:23:49 - mmengine - INFO - Epoch(train) [16][4050/4689] lr: 6.1732e-05 eta: 13:20:02 time: 1.2461 data_time: 0.0620 memory: 14432 grad_norm: 62.9899 loss: 5.1868 loss_cls: 0.2682 loss_bbox: 0.5506 d0.loss_cls: 0.3309 d0.loss_bbox: 0.6444 d1.loss_cls: 0.3027 d1.loss_bbox: 0.5842 d2.loss_cls: 0.2838 d2.loss_bbox: 0.5677 d3.loss_cls: 0.2760 d3.loss_bbox: 0.5561 d4.loss_cls: 0.2705 d4.loss_bbox: 0.5518 2022/12/24 01:24:52 - mmengine - INFO - Epoch(train) [16][4100/4689] lr: 6.1732e-05 eta: 13:18:59 time: 1.2522 data_time: 0.0611 memory: 14432 grad_norm: 63.5937 loss: 5.1142 loss_cls: 0.2690 loss_bbox: 0.5370 d0.loss_cls: 0.3292 d0.loss_bbox: 0.6346 d1.loss_cls: 0.3005 d1.loss_bbox: 0.5730 d2.loss_cls: 0.2859 d2.loss_bbox: 0.5534 d3.loss_cls: 0.2762 d3.loss_bbox: 0.5459 d4.loss_cls: 0.2709 d4.loss_bbox: 0.5385 2022/12/24 01:25:55 - mmengine - INFO - Epoch(train) [16][4150/4689] lr: 6.1732e-05 eta: 13:17:56 time: 1.2566 data_time: 0.0621 memory: 14432 grad_norm: 60.4558 loss: 4.9332 loss_cls: 0.2564 loss_bbox: 0.5192 d0.loss_cls: 0.3155 d0.loss_bbox: 0.6186 d1.loss_cls: 0.2833 d1.loss_bbox: 0.5621 d2.loss_cls: 0.2725 d2.loss_bbox: 0.5368 d3.loss_cls: 0.2622 d3.loss_bbox: 0.5266 d4.loss_cls: 0.2581 d4.loss_bbox: 0.5219 2022/12/24 01:26:58 - mmengine - INFO - Epoch(train) [16][4200/4689] lr: 6.1732e-05 eta: 13:16:53 time: 1.2708 data_time: 0.0608 memory: 14432 grad_norm: 81.1911 loss: 5.0492 loss_cls: 0.2630 loss_bbox: 0.5341 d0.loss_cls: 0.3198 d0.loss_bbox: 0.6325 d1.loss_cls: 0.2915 d1.loss_bbox: 0.5727 d2.loss_cls: 0.2757 d2.loss_bbox: 0.5521 d3.loss_cls: 0.2673 d3.loss_bbox: 0.5412 d4.loss_cls: 0.2634 d4.loss_bbox: 0.5359 2022/12/24 01:28:01 - mmengine - INFO - Epoch(train) [16][4250/4689] lr: 6.1732e-05 eta: 13:15:50 time: 1.2507 data_time: 0.0603 memory: 14432 grad_norm: 62.5980 loss: 5.0942 loss_cls: 0.2672 loss_bbox: 0.5355 d0.loss_cls: 0.3256 d0.loss_bbox: 0.6376 d1.loss_cls: 0.2956 d1.loss_bbox: 0.5757 d2.loss_cls: 0.2831 d2.loss_bbox: 0.5511 d3.loss_cls: 0.2736 d3.loss_bbox: 0.5429 d4.loss_cls: 0.2686 d4.loss_bbox: 0.5375 2022/12/24 01:29:05 - mmengine - INFO - Epoch(train) [16][4300/4689] lr: 6.1732e-05 eta: 13:14:48 time: 1.2927 data_time: 0.0645 memory: 14432 grad_norm: 63.2885 loss: 5.1176 loss_cls: 0.2637 loss_bbox: 0.5429 d0.loss_cls: 0.3182 d0.loss_bbox: 0.6430 d1.loss_cls: 0.2907 d1.loss_bbox: 0.5840 d2.loss_cls: 0.2775 d2.loss_bbox: 0.5637 d3.loss_cls: 0.2676 d3.loss_bbox: 0.5548 d4.loss_cls: 0.2632 d4.loss_bbox: 0.5484 2022/12/24 01:30:09 - mmengine - INFO - Epoch(train) [16][4350/4689] lr: 6.1732e-05 eta: 13:13:46 time: 1.2774 data_time: 0.0670 memory: 14432 grad_norm: 72.7599 loss: 5.1571 loss_cls: 0.2685 loss_bbox: 0.5453 d0.loss_cls: 0.3294 d0.loss_bbox: 0.6419 d1.loss_cls: 0.2982 d1.loss_bbox: 0.5834 d2.loss_cls: 0.2836 d2.loss_bbox: 0.5618 d3.loss_cls: 0.2749 d3.loss_bbox: 0.5529 d4.loss_cls: 0.2708 d4.loss_bbox: 0.5466 2022/12/24 01:31:13 - mmengine - INFO - Epoch(train) [16][4400/4689] lr: 6.1732e-05 eta: 13:12:43 time: 1.2758 data_time: 0.0758 memory: 14432 grad_norm: 65.1370 loss: 5.0180 loss_cls: 0.2663 loss_bbox: 0.5257 d0.loss_cls: 0.3281 d0.loss_bbox: 0.6205 d1.loss_cls: 0.2962 d1.loss_bbox: 0.5616 d2.loss_cls: 0.2825 d2.loss_bbox: 0.5391 d3.loss_cls: 0.2714 d3.loss_bbox: 0.5325 d4.loss_cls: 0.2676 d4.loss_bbox: 0.5267 2022/12/24 01:32:16 - mmengine - INFO - Epoch(train) [16][4450/4689] lr: 6.1732e-05 eta: 13:11:40 time: 1.2487 data_time: 0.0594 memory: 14432 grad_norm: 64.2758 loss: 5.0957 loss_cls: 0.2683 loss_bbox: 0.5354 d0.loss_cls: 0.3254 d0.loss_bbox: 0.6312 d1.loss_cls: 0.2941 d1.loss_bbox: 0.5785 d2.loss_cls: 0.2837 d2.loss_bbox: 0.5526 d3.loss_cls: 0.2731 d3.loss_bbox: 0.5460 d4.loss_cls: 0.2694 d4.loss_bbox: 0.5380 2022/12/24 01:33:19 - mmengine - INFO - Epoch(train) [16][4500/4689] lr: 6.1732e-05 eta: 13:10:37 time: 1.2574 data_time: 0.0619 memory: 14432 grad_norm: 65.7098 loss: 5.0480 loss_cls: 0.2619 loss_bbox: 0.5299 d0.loss_cls: 0.3207 d0.loss_bbox: 0.6371 d1.loss_cls: 0.2919 d1.loss_bbox: 0.5762 d2.loss_cls: 0.2765 d2.loss_bbox: 0.5500 d3.loss_cls: 0.2695 d3.loss_bbox: 0.5385 d4.loss_cls: 0.2633 d4.loss_bbox: 0.5325 2022/12/24 01:34:22 - mmengine - INFO - Epoch(train) [16][4550/4689] lr: 6.1732e-05 eta: 13:09:35 time: 1.2692 data_time: 0.0617 memory: 14432 grad_norm: 77.2251 loss: 5.1804 loss_cls: 0.2746 loss_bbox: 0.5419 d0.loss_cls: 0.3406 d0.loss_bbox: 0.6364 d1.loss_cls: 0.3047 d1.loss_bbox: 0.5817 d2.loss_cls: 0.2890 d2.loss_bbox: 0.5596 d3.loss_cls: 0.2813 d3.loss_bbox: 0.5502 d4.loss_cls: 0.2767 d4.loss_bbox: 0.5438 2022/12/24 01:35:24 - mmengine - INFO - Epoch(train) [16][4600/4689] lr: 6.1732e-05 eta: 13:08:31 time: 1.2451 data_time: 0.0570 memory: 14432 grad_norm: 74.5366 loss: 5.2764 loss_cls: 0.2751 loss_bbox: 0.5596 d0.loss_cls: 0.3384 d0.loss_bbox: 0.6523 d1.loss_cls: 0.3037 d1.loss_bbox: 0.5964 d2.loss_cls: 0.2874 d2.loss_bbox: 0.5777 d3.loss_cls: 0.2789 d3.loss_bbox: 0.5694 d4.loss_cls: 0.2748 d4.loss_bbox: 0.5625 2022/12/24 01:36:28 - mmengine - INFO - Epoch(train) [16][4650/4689] lr: 6.1732e-05 eta: 13:07:29 time: 1.2750 data_time: 0.0600 memory: 14432 grad_norm: 73.1226 loss: 5.0300 loss_cls: 0.2591 loss_bbox: 0.5313 d0.loss_cls: 0.3213 d0.loss_bbox: 0.6327 d1.loss_cls: 0.2894 d1.loss_bbox: 0.5731 d2.loss_cls: 0.2724 d2.loss_bbox: 0.5522 d3.loss_cls: 0.2634 d3.loss_bbox: 0.5422 d4.loss_cls: 0.2599 d4.loss_bbox: 0.5331 2022/12/24 01:36:47 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 01:37:16 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 01:38:21 - mmengine - INFO - Epoch(train) [17][ 50/4689] lr: 5.0000e-05 eta: 13:05:37 time: 1.2982 data_time: 0.1026 memory: 14432 grad_norm: 77.2957 loss: 4.9759 loss_cls: 0.2557 loss_bbox: 0.5235 d0.loss_cls: 0.3164 d0.loss_bbox: 0.6294 d1.loss_cls: 0.2866 d1.loss_bbox: 0.5704 d2.loss_cls: 0.2719 d2.loss_bbox: 0.5452 d3.loss_cls: 0.2619 d3.loss_bbox: 0.5333 d4.loss_cls: 0.2568 d4.loss_bbox: 0.5247 2022/12/24 01:39:24 - mmengine - INFO - Epoch(train) [17][ 100/4689] lr: 5.0000e-05 eta: 13:04:34 time: 1.2650 data_time: 0.0659 memory: 14432 grad_norm: 62.2375 loss: 4.9594 loss_cls: 0.2524 loss_bbox: 0.5253 d0.loss_cls: 0.3152 d0.loss_bbox: 0.6283 d1.loss_cls: 0.2842 d1.loss_bbox: 0.5692 d2.loss_cls: 0.2679 d2.loss_bbox: 0.5425 d3.loss_cls: 0.2585 d3.loss_bbox: 0.5340 d4.loss_cls: 0.2549 d4.loss_bbox: 0.5270 2022/12/24 01:40:27 - mmengine - INFO - Epoch(train) [17][ 150/4689] lr: 5.0000e-05 eta: 13:03:32 time: 1.2632 data_time: 0.0616 memory: 14432 grad_norm: 66.4762 loss: 4.7887 loss_cls: 0.2380 loss_bbox: 0.5126 d0.loss_cls: 0.3059 d0.loss_bbox: 0.6135 d1.loss_cls: 0.2725 d1.loss_bbox: 0.5487 d2.loss_cls: 0.2533 d2.loss_bbox: 0.5279 d3.loss_cls: 0.2428 d3.loss_bbox: 0.5199 d4.loss_cls: 0.2391 d4.loss_bbox: 0.5144 2022/12/24 01:41:30 - mmengine - INFO - Epoch(train) [17][ 200/4689] lr: 5.0000e-05 eta: 13:02:29 time: 1.2577 data_time: 0.0621 memory: 14432 grad_norm: 62.7876 loss: 4.9212 loss_cls: 0.2467 loss_bbox: 0.5270 d0.loss_cls: 0.3095 d0.loss_bbox: 0.6243 d1.loss_cls: 0.2769 d1.loss_bbox: 0.5661 d2.loss_cls: 0.2638 d2.loss_bbox: 0.5425 d3.loss_cls: 0.2515 d3.loss_bbox: 0.5358 d4.loss_cls: 0.2495 d4.loss_bbox: 0.5274 2022/12/24 01:42:34 - mmengine - INFO - Epoch(train) [17][ 250/4689] lr: 5.0000e-05 eta: 13:01:26 time: 1.2728 data_time: 0.0637 memory: 14432 grad_norm: 76.5716 loss: 4.9011 loss_cls: 0.2491 loss_bbox: 0.5204 d0.loss_cls: 0.3148 d0.loss_bbox: 0.6173 d1.loss_cls: 0.2801 d1.loss_bbox: 0.5592 d2.loss_cls: 0.2653 d2.loss_bbox: 0.5380 d3.loss_cls: 0.2558 d3.loss_bbox: 0.5284 d4.loss_cls: 0.2518 d4.loss_bbox: 0.5209 2022/12/24 01:43:36 - mmengine - INFO - Epoch(train) [17][ 300/4689] lr: 5.0000e-05 eta: 13:00:23 time: 1.2493 data_time: 0.0632 memory: 14432 grad_norm: 73.1554 loss: 5.0240 loss_cls: 0.2635 loss_bbox: 0.5259 d0.loss_cls: 0.3261 d0.loss_bbox: 0.6262 d1.loss_cls: 0.2940 d1.loss_bbox: 0.5656 d2.loss_cls: 0.2785 d2.loss_bbox: 0.5453 d3.loss_cls: 0.2695 d3.loss_bbox: 0.5358 d4.loss_cls: 0.2655 d4.loss_bbox: 0.5280 2022/12/24 01:44:39 - mmengine - INFO - Epoch(train) [17][ 350/4689] lr: 5.0000e-05 eta: 12:59:20 time: 1.2522 data_time: 0.0616 memory: 14432 grad_norm: 68.1787 loss: 5.1064 loss_cls: 0.2687 loss_bbox: 0.5377 d0.loss_cls: 0.3260 d0.loss_bbox: 0.6391 d1.loss_cls: 0.2967 d1.loss_bbox: 0.5757 d2.loss_cls: 0.2822 d2.loss_bbox: 0.5519 d3.loss_cls: 0.2735 d3.loss_bbox: 0.5455 d4.loss_cls: 0.2701 d4.loss_bbox: 0.5392 2022/12/24 01:45:42 - mmengine - INFO - Epoch(train) [17][ 400/4689] lr: 5.0000e-05 eta: 12:58:17 time: 1.2650 data_time: 0.0655 memory: 14432 grad_norm: 67.1867 loss: 4.9238 loss_cls: 0.2438 loss_bbox: 0.5279 d0.loss_cls: 0.3080 d0.loss_bbox: 0.6269 d1.loss_cls: 0.2739 d1.loss_bbox: 0.5720 d2.loss_cls: 0.2593 d2.loss_bbox: 0.5474 d3.loss_cls: 0.2523 d3.loss_bbox: 0.5367 d4.loss_cls: 0.2456 d4.loss_bbox: 0.5298 2022/12/24 01:46:46 - mmengine - INFO - Epoch(train) [17][ 450/4689] lr: 5.0000e-05 eta: 12:57:15 time: 1.2747 data_time: 0.0648 memory: 14432 grad_norm: 73.0195 loss: 4.9967 loss_cls: 0.2617 loss_bbox: 0.5256 d0.loss_cls: 0.3197 d0.loss_bbox: 0.6223 d1.loss_cls: 0.2914 d1.loss_bbox: 0.5658 d2.loss_cls: 0.2772 d2.loss_bbox: 0.5408 d3.loss_cls: 0.2697 d3.loss_bbox: 0.5315 d4.loss_cls: 0.2632 d4.loss_bbox: 0.5277 2022/12/24 01:47:49 - mmengine - INFO - Epoch(train) [17][ 500/4689] lr: 5.0000e-05 eta: 12:56:12 time: 1.2698 data_time: 0.0672 memory: 14432 grad_norm: 66.3358 loss: 5.0818 loss_cls: 0.2739 loss_bbox: 0.5233 d0.loss_cls: 0.3319 d0.loss_bbox: 0.6376 d1.loss_cls: 0.3005 d1.loss_bbox: 0.5714 d2.loss_cls: 0.2862 d2.loss_bbox: 0.5438 d3.loss_cls: 0.2789 d3.loss_bbox: 0.5334 d4.loss_cls: 0.2739 d4.loss_bbox: 0.5269 2022/12/24 01:48:52 - mmengine - INFO - Epoch(train) [17][ 550/4689] lr: 5.0000e-05 eta: 12:55:09 time: 1.2590 data_time: 0.0642 memory: 14432 grad_norm: 69.5353 loss: 4.9639 loss_cls: 0.2553 loss_bbox: 0.5232 d0.loss_cls: 0.3162 d0.loss_bbox: 0.6260 d1.loss_cls: 0.2860 d1.loss_bbox: 0.5666 d2.loss_cls: 0.2702 d2.loss_bbox: 0.5431 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5325 d4.loss_cls: 0.2564 d4.loss_bbox: 0.5262 2022/12/24 01:49:56 - mmengine - INFO - Epoch(train) [17][ 600/4689] lr: 5.0000e-05 eta: 12:54:06 time: 1.2665 data_time: 0.0666 memory: 14432 grad_norm: 66.5161 loss: 4.9428 loss_cls: 0.2466 loss_bbox: 0.5286 d0.loss_cls: 0.3081 d0.loss_bbox: 0.6349 d1.loss_cls: 0.2771 d1.loss_bbox: 0.5717 d2.loss_cls: 0.2615 d2.loss_bbox: 0.5462 d3.loss_cls: 0.2526 d3.loss_bbox: 0.5373 d4.loss_cls: 0.2477 d4.loss_bbox: 0.5306 2022/12/24 01:50:58 - mmengine - INFO - Epoch(train) [17][ 650/4689] lr: 5.0000e-05 eta: 12:53:03 time: 1.2525 data_time: 0.0627 memory: 14432 grad_norm: 69.2998 loss: 5.1286 loss_cls: 0.2699 loss_bbox: 0.5391 d0.loss_cls: 0.3271 d0.loss_bbox: 0.6347 d1.loss_cls: 0.2981 d1.loss_bbox: 0.5805 d2.loss_cls: 0.2851 d2.loss_bbox: 0.5569 d3.loss_cls: 0.2762 d3.loss_bbox: 0.5481 d4.loss_cls: 0.2725 d4.loss_bbox: 0.5405 2022/12/24 01:52:02 - mmengine - INFO - Epoch(train) [17][ 700/4689] lr: 5.0000e-05 eta: 12:52:01 time: 1.2784 data_time: 0.0641 memory: 14432 grad_norm: 71.4200 loss: 4.9352 loss_cls: 0.2487 loss_bbox: 0.5247 d0.loss_cls: 0.3143 d0.loss_bbox: 0.6256 d1.loss_cls: 0.2829 d1.loss_bbox: 0.5637 d2.loss_cls: 0.2678 d2.loss_bbox: 0.5412 d3.loss_cls: 0.2573 d3.loss_bbox: 0.5314 d4.loss_cls: 0.2520 d4.loss_bbox: 0.5257 2022/12/24 01:53:06 - mmengine - INFO - Epoch(train) [17][ 750/4689] lr: 5.0000e-05 eta: 12:50:59 time: 1.2801 data_time: 0.0659 memory: 14432 grad_norm: 61.6217 loss: 5.0670 loss_cls: 0.2652 loss_bbox: 0.5343 d0.loss_cls: 0.3216 d0.loss_bbox: 0.6303 d1.loss_cls: 0.2920 d1.loss_bbox: 0.5752 d2.loss_cls: 0.2804 d2.loss_bbox: 0.5519 d3.loss_cls: 0.2714 d3.loss_bbox: 0.5420 d4.loss_cls: 0.2670 d4.loss_bbox: 0.5357 2022/12/24 01:54:09 - mmengine - INFO - Epoch(train) [17][ 800/4689] lr: 5.0000e-05 eta: 12:49:56 time: 1.2613 data_time: 0.0659 memory: 14432 grad_norm: 59.0694 loss: 5.0192 loss_cls: 0.2597 loss_bbox: 0.5309 d0.loss_cls: 0.3194 d0.loss_bbox: 0.6289 d1.loss_cls: 0.2899 d1.loss_bbox: 0.5700 d2.loss_cls: 0.2740 d2.loss_bbox: 0.5484 d3.loss_cls: 0.2649 d3.loss_bbox: 0.5398 d4.loss_cls: 0.2620 d4.loss_bbox: 0.5313 2022/12/24 01:55:12 - mmengine - INFO - Epoch(train) [17][ 850/4689] lr: 5.0000e-05 eta: 12:48:53 time: 1.2551 data_time: 0.0644 memory: 14432 grad_norm: 84.5794 loss: 5.0111 loss_cls: 0.2629 loss_bbox: 0.5278 d0.loss_cls: 0.3233 d0.loss_bbox: 0.6228 d1.loss_cls: 0.2925 d1.loss_bbox: 0.5649 d2.loss_cls: 0.2779 d2.loss_bbox: 0.5418 d3.loss_cls: 0.2685 d3.loss_bbox: 0.5342 d4.loss_cls: 0.2659 d4.loss_bbox: 0.5286 2022/12/24 01:56:16 - mmengine - INFO - Epoch(train) [17][ 900/4689] lr: 5.0000e-05 eta: 12:47:50 time: 1.2775 data_time: 0.0779 memory: 14432 grad_norm: 66.0580 loss: 4.8814 loss_cls: 0.2549 loss_bbox: 0.5115 d0.loss_cls: 0.3137 d0.loss_bbox: 0.6170 d1.loss_cls: 0.2827 d1.loss_bbox: 0.5524 d2.loss_cls: 0.2694 d2.loss_bbox: 0.5314 d3.loss_cls: 0.2601 d3.loss_bbox: 0.5193 d4.loss_cls: 0.2573 d4.loss_bbox: 0.5118 2022/12/24 01:57:20 - mmengine - INFO - Epoch(train) [17][ 950/4689] lr: 5.0000e-05 eta: 12:46:48 time: 1.2711 data_time: 0.0674 memory: 14432 grad_norm: 61.8692 loss: 5.0622 loss_cls: 0.2646 loss_bbox: 0.5312 d0.loss_cls: 0.3212 d0.loss_bbox: 0.6393 d1.loss_cls: 0.2893 d1.loss_bbox: 0.5775 d2.loss_cls: 0.2786 d2.loss_bbox: 0.5509 d3.loss_cls: 0.2689 d3.loss_bbox: 0.5412 d4.loss_cls: 0.2660 d4.loss_bbox: 0.5335 2022/12/24 01:57:52 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 01:58:22 - mmengine - INFO - Epoch(train) [17][1000/4689] lr: 5.0000e-05 eta: 12:45:44 time: 1.2456 data_time: 0.0644 memory: 14432 grad_norm: 77.8886 loss: 4.9843 loss_cls: 0.2592 loss_bbox: 0.5236 d0.loss_cls: 0.3205 d0.loss_bbox: 0.6263 d1.loss_cls: 0.2890 d1.loss_bbox: 0.5669 d2.loss_cls: 0.2769 d2.loss_bbox: 0.5395 d3.loss_cls: 0.2643 d3.loss_bbox: 0.5324 d4.loss_cls: 0.2616 d4.loss_bbox: 0.5242 2022/12/24 01:59:25 - mmengine - INFO - Epoch(train) [17][1050/4689] lr: 5.0000e-05 eta: 12:44:41 time: 1.2555 data_time: 0.0626 memory: 14432 grad_norm: 92.9195 loss: 4.9107 loss_cls: 0.2531 loss_bbox: 0.5197 d0.loss_cls: 0.3130 d0.loss_bbox: 0.6186 d1.loss_cls: 0.2834 d1.loss_bbox: 0.5568 d2.loss_cls: 0.2697 d2.loss_bbox: 0.5358 d3.loss_cls: 0.2583 d3.loss_bbox: 0.5274 d4.loss_cls: 0.2539 d4.loss_bbox: 0.5210 2022/12/24 02:00:28 - mmengine - INFO - Epoch(train) [17][1100/4689] lr: 5.0000e-05 eta: 12:43:39 time: 1.2684 data_time: 0.0656 memory: 14432 grad_norm: 67.1569 loss: 4.9959 loss_cls: 0.2612 loss_bbox: 0.5220 d0.loss_cls: 0.3210 d0.loss_bbox: 0.6260 d1.loss_cls: 0.2912 d1.loss_bbox: 0.5692 d2.loss_cls: 0.2767 d2.loss_bbox: 0.5410 d3.loss_cls: 0.2662 d3.loss_bbox: 0.5337 d4.loss_cls: 0.2623 d4.loss_bbox: 0.5253 2022/12/24 02:01:31 - mmengine - INFO - Epoch(train) [17][1150/4689] lr: 5.0000e-05 eta: 12:42:36 time: 1.2477 data_time: 0.0683 memory: 14432 grad_norm: 75.0188 loss: 4.9104 loss_cls: 0.2528 loss_bbox: 0.5170 d0.loss_cls: 0.3119 d0.loss_bbox: 0.6229 d1.loss_cls: 0.2828 d1.loss_bbox: 0.5605 d2.loss_cls: 0.2679 d2.loss_bbox: 0.5365 d3.loss_cls: 0.2583 d3.loss_bbox: 0.5268 d4.loss_cls: 0.2539 d4.loss_bbox: 0.5191 2022/12/24 02:02:34 - mmengine - INFO - Epoch(train) [17][1200/4689] lr: 5.0000e-05 eta: 12:41:33 time: 1.2590 data_time: 0.0646 memory: 14432 grad_norm: 66.8033 loss: 4.9331 loss_cls: 0.2551 loss_bbox: 0.5186 d0.loss_cls: 0.3168 d0.loss_bbox: 0.6224 d1.loss_cls: 0.2834 d1.loss_bbox: 0.5628 d2.loss_cls: 0.2709 d2.loss_bbox: 0.5363 d3.loss_cls: 0.2594 d3.loss_bbox: 0.5296 d4.loss_cls: 0.2564 d4.loss_bbox: 0.5215 2022/12/24 02:03:37 - mmengine - INFO - Epoch(train) [17][1250/4689] lr: 5.0000e-05 eta: 12:40:30 time: 1.2769 data_time: 0.0773 memory: 14432 grad_norm: 66.3837 loss: 4.9798 loss_cls: 0.2592 loss_bbox: 0.5223 d0.loss_cls: 0.3184 d0.loss_bbox: 0.6286 d1.loss_cls: 0.2868 d1.loss_bbox: 0.5672 d2.loss_cls: 0.2730 d2.loss_bbox: 0.5423 d3.loss_cls: 0.2624 d3.loss_bbox: 0.5343 d4.loss_cls: 0.2607 d4.loss_bbox: 0.5246 2022/12/24 02:04:41 - mmengine - INFO - Epoch(train) [17][1300/4689] lr: 5.0000e-05 eta: 12:39:28 time: 1.2699 data_time: 0.0601 memory: 14432 grad_norm: 88.8116 loss: 4.9760 loss_cls: 0.2578 loss_bbox: 0.5260 d0.loss_cls: 0.3177 d0.loss_bbox: 0.6210 d1.loss_cls: 0.2873 d1.loss_bbox: 0.5680 d2.loss_cls: 0.2717 d2.loss_bbox: 0.5431 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5348 d4.loss_cls: 0.2589 d4.loss_bbox: 0.5276 2022/12/24 02:05:44 - mmengine - INFO - Epoch(train) [17][1350/4689] lr: 5.0000e-05 eta: 12:38:25 time: 1.2600 data_time: 0.0636 memory: 14432 grad_norm: 66.7092 loss: 5.0606 loss_cls: 0.2690 loss_bbox: 0.5255 d0.loss_cls: 0.3316 d0.loss_bbox: 0.6293 d1.loss_cls: 0.3014 d1.loss_bbox: 0.5676 d2.loss_cls: 0.2825 d2.loss_bbox: 0.5442 d3.loss_cls: 0.2757 d3.loss_bbox: 0.5344 d4.loss_cls: 0.2709 d4.loss_bbox: 0.5283 2022/12/24 02:06:48 - mmengine - INFO - Epoch(train) [17][1400/4689] lr: 5.0000e-05 eta: 12:37:22 time: 1.2780 data_time: 0.0573 memory: 14432 grad_norm: 66.6891 loss: 5.0302 loss_cls: 0.2622 loss_bbox: 0.5285 d0.loss_cls: 0.3247 d0.loss_bbox: 0.6272 d1.loss_cls: 0.2945 d1.loss_bbox: 0.5701 d2.loss_cls: 0.2800 d2.loss_bbox: 0.5433 d3.loss_cls: 0.2687 d3.loss_bbox: 0.5370 d4.loss_cls: 0.2640 d4.loss_bbox: 0.5299 2022/12/24 02:07:52 - mmengine - INFO - Epoch(train) [17][1450/4689] lr: 5.0000e-05 eta: 12:36:20 time: 1.2742 data_time: 0.0599 memory: 14432 grad_norm: 56.2907 loss: 4.9845 loss_cls: 0.2574 loss_bbox: 0.5261 d0.loss_cls: 0.3188 d0.loss_bbox: 0.6247 d1.loss_cls: 0.2884 d1.loss_bbox: 0.5663 d2.loss_cls: 0.2740 d2.loss_bbox: 0.5426 d3.loss_cls: 0.2654 d3.loss_bbox: 0.5337 d4.loss_cls: 0.2604 d4.loss_bbox: 0.5267 2022/12/24 02:08:55 - mmengine - INFO - Epoch(train) [17][1500/4689] lr: 5.0000e-05 eta: 12:35:17 time: 1.2658 data_time: 0.0626 memory: 14432 grad_norm: 77.8241 loss: 5.0286 loss_cls: 0.2622 loss_bbox: 0.5297 d0.loss_cls: 0.3268 d0.loss_bbox: 0.6252 d1.loss_cls: 0.2932 d1.loss_bbox: 0.5649 d2.loss_cls: 0.2791 d2.loss_bbox: 0.5459 d3.loss_cls: 0.2695 d3.loss_bbox: 0.5367 d4.loss_cls: 0.2644 d4.loss_bbox: 0.5310 2022/12/24 02:09:58 - mmengine - INFO - Epoch(train) [17][1550/4689] lr: 5.0000e-05 eta: 12:34:14 time: 1.2521 data_time: 0.0588 memory: 14432 grad_norm: 87.0739 loss: 5.0117 loss_cls: 0.2611 loss_bbox: 0.5295 d0.loss_cls: 0.3229 d0.loss_bbox: 0.6245 d1.loss_cls: 0.2909 d1.loss_bbox: 0.5656 d2.loss_cls: 0.2772 d2.loss_bbox: 0.5432 d3.loss_cls: 0.2683 d3.loss_bbox: 0.5350 d4.loss_cls: 0.2627 d4.loss_bbox: 0.5308 2022/12/24 02:11:00 - mmengine - INFO - Epoch(train) [17][1600/4689] lr: 5.0000e-05 eta: 12:33:11 time: 1.2581 data_time: 0.0667 memory: 14432 grad_norm: 66.1496 loss: 4.9675 loss_cls: 0.2535 loss_bbox: 0.5272 d0.loss_cls: 0.3191 d0.loss_bbox: 0.6212 d1.loss_cls: 0.2841 d1.loss_bbox: 0.5677 d2.loss_cls: 0.2683 d2.loss_bbox: 0.5467 d3.loss_cls: 0.2605 d3.loss_bbox: 0.5354 d4.loss_cls: 0.2557 d4.loss_bbox: 0.5281 2022/12/24 02:12:04 - mmengine - INFO - Epoch(train) [17][1650/4689] lr: 5.0000e-05 eta: 12:32:08 time: 1.2651 data_time: 0.0700 memory: 14432 grad_norm: 68.5043 loss: 4.9061 loss_cls: 0.2510 loss_bbox: 0.5210 d0.loss_cls: 0.3142 d0.loss_bbox: 0.6185 d1.loss_cls: 0.2827 d1.loss_bbox: 0.5570 d2.loss_cls: 0.2685 d2.loss_bbox: 0.5341 d3.loss_cls: 0.2582 d3.loss_bbox: 0.5251 d4.loss_cls: 0.2532 d4.loss_bbox: 0.5225 2022/12/24 02:13:07 - mmengine - INFO - Epoch(train) [17][1700/4689] lr: 5.0000e-05 eta: 12:31:06 time: 1.2707 data_time: 0.0589 memory: 14432 grad_norm: 73.4856 loss: 4.9122 loss_cls: 0.2487 loss_bbox: 0.5232 d0.loss_cls: 0.3124 d0.loss_bbox: 0.6219 d1.loss_cls: 0.2821 d1.loss_bbox: 0.5603 d2.loss_cls: 0.2647 d2.loss_bbox: 0.5394 d3.loss_cls: 0.2548 d3.loss_bbox: 0.5298 d4.loss_cls: 0.2497 d4.loss_bbox: 0.5253 2022/12/24 02:14:11 - mmengine - INFO - Epoch(train) [17][1750/4689] lr: 5.0000e-05 eta: 12:30:03 time: 1.2666 data_time: 0.0597 memory: 14432 grad_norm: 70.1489 loss: 4.8193 loss_cls: 0.2467 loss_bbox: 0.5072 d0.loss_cls: 0.3088 d0.loss_bbox: 0.6105 d1.loss_cls: 0.2732 d1.loss_bbox: 0.5551 d2.loss_cls: 0.2611 d2.loss_bbox: 0.5282 d3.loss_cls: 0.2526 d3.loss_bbox: 0.5177 d4.loss_cls: 0.2474 d4.loss_bbox: 0.5108 2022/12/24 02:15:14 - mmengine - INFO - Epoch(train) [17][1800/4689] lr: 5.0000e-05 eta: 12:29:00 time: 1.2637 data_time: 0.0603 memory: 14432 grad_norm: 67.6717 loss: 4.9760 loss_cls: 0.2634 loss_bbox: 0.5207 d0.loss_cls: 0.3260 d0.loss_bbox: 0.6165 d1.loss_cls: 0.2941 d1.loss_bbox: 0.5585 d2.loss_cls: 0.2798 d2.loss_bbox: 0.5352 d3.loss_cls: 0.2691 d3.loss_bbox: 0.5266 d4.loss_cls: 0.2656 d4.loss_bbox: 0.5205 2022/12/24 02:16:17 - mmengine - INFO - Epoch(train) [17][1850/4689] lr: 5.0000e-05 eta: 12:27:57 time: 1.2684 data_time: 0.0584 memory: 14432 grad_norm: 77.4933 loss: 5.0506 loss_cls: 0.2670 loss_bbox: 0.5278 d0.loss_cls: 0.3293 d0.loss_bbox: 0.6282 d1.loss_cls: 0.2983 d1.loss_bbox: 0.5662 d2.loss_cls: 0.2823 d2.loss_bbox: 0.5431 d3.loss_cls: 0.2741 d3.loss_bbox: 0.5354 d4.loss_cls: 0.2700 d4.loss_bbox: 0.5289 2022/12/24 02:17:20 - mmengine - INFO - Epoch(train) [17][1900/4689] lr: 5.0000e-05 eta: 12:26:54 time: 1.2577 data_time: 0.0592 memory: 14432 grad_norm: 82.9866 loss: 4.7759 loss_cls: 0.2444 loss_bbox: 0.5038 d0.loss_cls: 0.3053 d0.loss_bbox: 0.6076 d1.loss_cls: 0.2767 d1.loss_bbox: 0.5424 d2.loss_cls: 0.2620 d2.loss_bbox: 0.5195 d3.loss_cls: 0.2520 d3.loss_bbox: 0.5104 d4.loss_cls: 0.2457 d4.loss_bbox: 0.5061 2022/12/24 02:18:23 - mmengine - INFO - Epoch(train) [17][1950/4689] lr: 5.0000e-05 eta: 12:25:52 time: 1.2608 data_time: 0.0614 memory: 14432 grad_norm: 67.9601 loss: 4.8966 loss_cls: 0.2542 loss_bbox: 0.5126 d0.loss_cls: 0.3106 d0.loss_bbox: 0.6228 d1.loss_cls: 0.2836 d1.loss_bbox: 0.5582 d2.loss_cls: 0.2711 d2.loss_bbox: 0.5322 d3.loss_cls: 0.2606 d3.loss_bbox: 0.5209 d4.loss_cls: 0.2561 d4.loss_bbox: 0.5139 2022/12/24 02:18:56 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 02:19:26 - mmengine - INFO - Epoch(train) [17][2000/4689] lr: 5.0000e-05 eta: 12:24:48 time: 1.2478 data_time: 0.0587 memory: 14432 grad_norm: 79.9757 loss: 4.8041 loss_cls: 0.2355 loss_bbox: 0.5181 d0.loss_cls: 0.3007 d0.loss_bbox: 0.6167 d1.loss_cls: 0.2654 d1.loss_bbox: 0.5587 d2.loss_cls: 0.2508 d2.loss_bbox: 0.5344 d3.loss_cls: 0.2420 d3.loss_bbox: 0.5254 d4.loss_cls: 0.2372 d4.loss_bbox: 0.5191 2022/12/24 02:20:28 - mmengine - INFO - Epoch(train) [17][2050/4689] lr: 5.0000e-05 eta: 12:23:45 time: 1.2549 data_time: 0.0714 memory: 14432 grad_norm: 63.9342 loss: 4.7781 loss_cls: 0.2401 loss_bbox: 0.5088 d0.loss_cls: 0.3034 d0.loss_bbox: 0.6094 d1.loss_cls: 0.2740 d1.loss_bbox: 0.5457 d2.loss_cls: 0.2567 d2.loss_bbox: 0.5235 d3.loss_cls: 0.2481 d3.loss_bbox: 0.5157 d4.loss_cls: 0.2429 d4.loss_bbox: 0.5099 2022/12/24 02:21:31 - mmengine - INFO - Epoch(train) [17][2100/4689] lr: 5.0000e-05 eta: 12:22:42 time: 1.2468 data_time: 0.0597 memory: 14432 grad_norm: 62.9625 loss: 5.0014 loss_cls: 0.2642 loss_bbox: 0.5225 d0.loss_cls: 0.3248 d0.loss_bbox: 0.6214 d1.loss_cls: 0.2923 d1.loss_bbox: 0.5645 d2.loss_cls: 0.2808 d2.loss_bbox: 0.5381 d3.loss_cls: 0.2715 d3.loss_bbox: 0.5300 d4.loss_cls: 0.2671 d4.loss_bbox: 0.5242 2022/12/24 02:22:33 - mmengine - INFO - Epoch(train) [17][2150/4689] lr: 5.0000e-05 eta: 12:21:39 time: 1.2423 data_time: 0.0623 memory: 14432 grad_norm: 69.2151 loss: 4.8338 loss_cls: 0.2491 loss_bbox: 0.5098 d0.loss_cls: 0.3143 d0.loss_bbox: 0.6059 d1.loss_cls: 0.2807 d1.loss_bbox: 0.5470 d2.loss_cls: 0.2678 d2.loss_bbox: 0.5212 d3.loss_cls: 0.2581 d3.loss_bbox: 0.5174 d4.loss_cls: 0.2517 d4.loss_bbox: 0.5108 2022/12/24 02:23:36 - mmengine - INFO - Epoch(train) [17][2200/4689] lr: 5.0000e-05 eta: 12:20:36 time: 1.2528 data_time: 0.0594 memory: 14432 grad_norm: 69.2497 loss: 4.8992 loss_cls: 0.2475 loss_bbox: 0.5207 d0.loss_cls: 0.3116 d0.loss_bbox: 0.6204 d1.loss_cls: 0.2765 d1.loss_bbox: 0.5628 d2.loss_cls: 0.2660 d2.loss_bbox: 0.5370 d3.loss_cls: 0.2556 d3.loss_bbox: 0.5291 d4.loss_cls: 0.2501 d4.loss_bbox: 0.5219 2022/12/24 02:24:39 - mmengine - INFO - Epoch(train) [17][2250/4689] lr: 5.0000e-05 eta: 12:19:33 time: 1.2618 data_time: 0.0606 memory: 14432 grad_norm: 70.6726 loss: 4.8747 loss_cls: 0.2535 loss_bbox: 0.5102 d0.loss_cls: 0.3173 d0.loss_bbox: 0.6094 d1.loss_cls: 0.2867 d1.loss_bbox: 0.5511 d2.loss_cls: 0.2700 d2.loss_bbox: 0.5275 d3.loss_cls: 0.2612 d3.loss_bbox: 0.5198 d4.loss_cls: 0.2556 d4.loss_bbox: 0.5123 2022/12/24 02:25:42 - mmengine - INFO - Epoch(train) [17][2300/4689] lr: 5.0000e-05 eta: 12:18:30 time: 1.2627 data_time: 0.0616 memory: 14432 grad_norm: 66.6630 loss: 4.9408 loss_cls: 0.2599 loss_bbox: 0.5160 d0.loss_cls: 0.3196 d0.loss_bbox: 0.6153 d1.loss_cls: 0.2917 d1.loss_bbox: 0.5571 d2.loss_cls: 0.2766 d2.loss_bbox: 0.5318 d3.loss_cls: 0.2676 d3.loss_bbox: 0.5244 d4.loss_cls: 0.2629 d4.loss_bbox: 0.5179 2022/12/24 02:26:45 - mmengine - INFO - Epoch(train) [17][2350/4689] lr: 5.0000e-05 eta: 12:17:27 time: 1.2547 data_time: 0.0570 memory: 14432 grad_norm: 67.4286 loss: 5.0784 loss_cls: 0.2679 loss_bbox: 0.5314 d0.loss_cls: 0.3285 d0.loss_bbox: 0.6318 d1.loss_cls: 0.3001 d1.loss_bbox: 0.5705 d2.loss_cls: 0.2856 d2.loss_bbox: 0.5469 d3.loss_cls: 0.2742 d3.loss_bbox: 0.5397 d4.loss_cls: 0.2682 d4.loss_bbox: 0.5336 2022/12/24 02:27:48 - mmengine - INFO - Epoch(train) [17][2400/4689] lr: 5.0000e-05 eta: 12:16:24 time: 1.2646 data_time: 0.0578 memory: 14432 grad_norm: 65.4531 loss: 4.9455 loss_cls: 0.2532 loss_bbox: 0.5257 d0.loss_cls: 0.3171 d0.loss_bbox: 0.6160 d1.loss_cls: 0.2858 d1.loss_bbox: 0.5629 d2.loss_cls: 0.2701 d2.loss_bbox: 0.5402 d3.loss_cls: 0.2599 d3.loss_bbox: 0.5322 d4.loss_cls: 0.2547 d4.loss_bbox: 0.5278 2022/12/24 02:28:52 - mmengine - INFO - Epoch(train) [17][2450/4689] lr: 5.0000e-05 eta: 12:15:22 time: 1.2754 data_time: 0.0727 memory: 14432 grad_norm: 71.4127 loss: 5.1204 loss_cls: 0.2661 loss_bbox: 0.5398 d0.loss_cls: 0.3235 d0.loss_bbox: 0.6467 d1.loss_cls: 0.2928 d1.loss_bbox: 0.5835 d2.loss_cls: 0.2799 d2.loss_bbox: 0.5578 d3.loss_cls: 0.2704 d3.loss_bbox: 0.5499 d4.loss_cls: 0.2673 d4.loss_bbox: 0.5427 2022/12/24 02:29:55 - mmengine - INFO - Epoch(train) [17][2500/4689] lr: 5.0000e-05 eta: 12:14:19 time: 1.2647 data_time: 0.0605 memory: 14432 grad_norm: 69.1230 loss: 4.9544 loss_cls: 0.2632 loss_bbox: 0.5155 d0.loss_cls: 0.3251 d0.loss_bbox: 0.6134 d1.loss_cls: 0.2957 d1.loss_bbox: 0.5539 d2.loss_cls: 0.2795 d2.loss_bbox: 0.5321 d3.loss_cls: 0.2702 d3.loss_bbox: 0.5232 d4.loss_cls: 0.2659 d4.loss_bbox: 0.5166 2022/12/24 02:30:59 - mmengine - INFO - Epoch(train) [17][2550/4689] lr: 5.0000e-05 eta: 12:13:17 time: 1.2771 data_time: 0.0562 memory: 14432 grad_norm: 68.6026 loss: 5.0101 loss_cls: 0.2629 loss_bbox: 0.5261 d0.loss_cls: 0.3202 d0.loss_bbox: 0.6265 d1.loss_cls: 0.2880 d1.loss_bbox: 0.5685 d2.loss_cls: 0.2758 d2.loss_bbox: 0.5468 d3.loss_cls: 0.2694 d3.loss_bbox: 0.5346 d4.loss_cls: 0.2638 d4.loss_bbox: 0.5275 2022/12/24 02:32:01 - mmengine - INFO - Epoch(train) [17][2600/4689] lr: 5.0000e-05 eta: 12:12:13 time: 1.2442 data_time: 0.0618 memory: 14432 grad_norm: 70.4140 loss: 5.0173 loss_cls: 0.2674 loss_bbox: 0.5203 d0.loss_cls: 0.3287 d0.loss_bbox: 0.6255 d1.loss_cls: 0.2918 d1.loss_bbox: 0.5691 d2.loss_cls: 0.2793 d2.loss_bbox: 0.5413 d3.loss_cls: 0.2740 d3.loss_bbox: 0.5287 d4.loss_cls: 0.2696 d4.loss_bbox: 0.5216 2022/12/24 02:33:04 - mmengine - INFO - Epoch(train) [17][2650/4689] lr: 5.0000e-05 eta: 12:11:11 time: 1.2629 data_time: 0.0620 memory: 14432 grad_norm: 62.0934 loss: 5.0041 loss_cls: 0.2582 loss_bbox: 0.5303 d0.loss_cls: 0.3174 d0.loss_bbox: 0.6243 d1.loss_cls: 0.2876 d1.loss_bbox: 0.5702 d2.loss_cls: 0.2725 d2.loss_bbox: 0.5494 d3.loss_cls: 0.2635 d3.loss_bbox: 0.5393 d4.loss_cls: 0.2591 d4.loss_bbox: 0.5325 2022/12/24 02:34:08 - mmengine - INFO - Epoch(train) [17][2700/4689] lr: 5.0000e-05 eta: 12:10:08 time: 1.2822 data_time: 0.0626 memory: 14432 grad_norm: 91.4884 loss: 4.9730 loss_cls: 0.2638 loss_bbox: 0.5202 d0.loss_cls: 0.3233 d0.loss_bbox: 0.6145 d1.loss_cls: 0.2938 d1.loss_bbox: 0.5570 d2.loss_cls: 0.2789 d2.loss_bbox: 0.5363 d3.loss_cls: 0.2698 d3.loss_bbox: 0.5291 d4.loss_cls: 0.2651 d4.loss_bbox: 0.5214 2022/12/24 02:35:13 - mmengine - INFO - Epoch(train) [17][2750/4689] lr: 5.0000e-05 eta: 12:09:06 time: 1.2922 data_time: 0.0630 memory: 14432 grad_norm: 79.4022 loss: 5.0013 loss_cls: 0.2615 loss_bbox: 0.5234 d0.loss_cls: 0.3264 d0.loss_bbox: 0.6257 d1.loss_cls: 0.2949 d1.loss_bbox: 0.5637 d2.loss_cls: 0.2760 d2.loss_bbox: 0.5418 d3.loss_cls: 0.2689 d3.loss_bbox: 0.5308 d4.loss_cls: 0.2630 d4.loss_bbox: 0.5251 2022/12/24 02:36:16 - mmengine - INFO - Epoch(train) [17][2800/4689] lr: 5.0000e-05 eta: 12:08:03 time: 1.2571 data_time: 0.0563 memory: 14432 grad_norm: 76.5067 loss: 4.8851 loss_cls: 0.2488 loss_bbox: 0.5179 d0.loss_cls: 0.3156 d0.loss_bbox: 0.6126 d1.loss_cls: 0.2843 d1.loss_bbox: 0.5532 d2.loss_cls: 0.2659 d2.loss_bbox: 0.5346 d3.loss_cls: 0.2561 d3.loss_bbox: 0.5263 d4.loss_cls: 0.2510 d4.loss_bbox: 0.5189 2022/12/24 02:37:19 - mmengine - INFO - Epoch(train) [17][2850/4689] lr: 5.0000e-05 eta: 12:07:00 time: 1.2698 data_time: 0.0617 memory: 14432 grad_norm: 66.7595 loss: 4.9107 loss_cls: 0.2526 loss_bbox: 0.5163 d0.loss_cls: 0.3162 d0.loss_bbox: 0.6194 d1.loss_cls: 0.2853 d1.loss_bbox: 0.5603 d2.loss_cls: 0.2681 d2.loss_bbox: 0.5353 d3.loss_cls: 0.2601 d3.loss_bbox: 0.5239 d4.loss_cls: 0.2543 d4.loss_bbox: 0.5189 2022/12/24 02:38:24 - mmengine - INFO - Epoch(train) [17][2900/4689] lr: 5.0000e-05 eta: 12:05:58 time: 1.2854 data_time: 0.0648 memory: 14432 grad_norm: 75.6654 loss: 4.7754 loss_cls: 0.2393 loss_bbox: 0.5120 d0.loss_cls: 0.3005 d0.loss_bbox: 0.6074 d1.loss_cls: 0.2689 d1.loss_bbox: 0.5477 d2.loss_cls: 0.2544 d2.loss_bbox: 0.5262 d3.loss_cls: 0.2477 d3.loss_bbox: 0.5174 d4.loss_cls: 0.2409 d4.loss_bbox: 0.5131 2022/12/24 02:39:26 - mmengine - INFO - Epoch(train) [17][2950/4689] lr: 5.0000e-05 eta: 12:04:55 time: 1.2563 data_time: 0.0609 memory: 14432 grad_norm: 74.5593 loss: 5.0267 loss_cls: 0.2617 loss_bbox: 0.5286 d0.loss_cls: 0.3224 d0.loss_bbox: 0.6293 d1.loss_cls: 0.2931 d1.loss_bbox: 0.5704 d2.loss_cls: 0.2786 d2.loss_bbox: 0.5450 d3.loss_cls: 0.2681 d3.loss_bbox: 0.5359 d4.loss_cls: 0.2634 d4.loss_bbox: 0.5301 2022/12/24 02:39:59 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 02:40:30 - mmengine - INFO - Epoch(train) [17][3000/4689] lr: 5.0000e-05 eta: 12:03:52 time: 1.2658 data_time: 0.0580 memory: 14432 grad_norm: 68.8320 loss: 4.9784 loss_cls: 0.2589 loss_bbox: 0.5239 d0.loss_cls: 0.3181 d0.loss_bbox: 0.6270 d1.loss_cls: 0.2892 d1.loss_bbox: 0.5657 d2.loss_cls: 0.2753 d2.loss_bbox: 0.5397 d3.loss_cls: 0.2656 d3.loss_bbox: 0.5299 d4.loss_cls: 0.2620 d4.loss_bbox: 0.5231 2022/12/24 02:41:32 - mmengine - INFO - Epoch(train) [17][3050/4689] lr: 5.0000e-05 eta: 12:02:49 time: 1.2480 data_time: 0.0554 memory: 14432 grad_norm: 82.6147 loss: 5.0254 loss_cls: 0.2702 loss_bbox: 0.5213 d0.loss_cls: 0.3278 d0.loss_bbox: 0.6223 d1.loss_cls: 0.2974 d1.loss_bbox: 0.5631 d2.loss_cls: 0.2832 d2.loss_bbox: 0.5402 d3.loss_cls: 0.2747 d3.loss_bbox: 0.5304 d4.loss_cls: 0.2707 d4.loss_bbox: 0.5241 2022/12/24 02:42:35 - mmengine - INFO - Epoch(train) [17][3100/4689] lr: 5.0000e-05 eta: 12:01:46 time: 1.2522 data_time: 0.0631 memory: 14432 grad_norm: 80.0588 loss: 4.9525 loss_cls: 0.2524 loss_bbox: 0.5244 d0.loss_cls: 0.3127 d0.loss_bbox: 0.6258 d1.loss_cls: 0.2855 d1.loss_bbox: 0.5659 d2.loss_cls: 0.2686 d2.loss_bbox: 0.5452 d3.loss_cls: 0.2576 d3.loss_bbox: 0.5336 d4.loss_cls: 0.2542 d4.loss_bbox: 0.5267 2022/12/24 02:43:38 - mmengine - INFO - Epoch(train) [17][3150/4689] lr: 5.0000e-05 eta: 12:00:43 time: 1.2587 data_time: 0.0628 memory: 14432 grad_norm: 60.9130 loss: 5.0445 loss_cls: 0.2704 loss_bbox: 0.5261 d0.loss_cls: 0.3244 d0.loss_bbox: 0.6238 d1.loss_cls: 0.2949 d1.loss_bbox: 0.5686 d2.loss_cls: 0.2838 d2.loss_bbox: 0.5431 d3.loss_cls: 0.2754 d3.loss_bbox: 0.5347 d4.loss_cls: 0.2706 d4.loss_bbox: 0.5289 2022/12/24 02:44:41 - mmengine - INFO - Epoch(train) [17][3200/4689] lr: 5.0000e-05 eta: 11:59:40 time: 1.2650 data_time: 0.0600 memory: 14432 grad_norm: 80.5099 loss: 5.0143 loss_cls: 0.2526 loss_bbox: 0.5382 d0.loss_cls: 0.3105 d0.loss_bbox: 0.6346 d1.loss_cls: 0.2809 d1.loss_bbox: 0.5791 d2.loss_cls: 0.2687 d2.loss_bbox: 0.5526 d3.loss_cls: 0.2590 d3.loss_bbox: 0.5444 d4.loss_cls: 0.2544 d4.loss_bbox: 0.5393 2022/12/24 02:45:43 - mmengine - INFO - Epoch(train) [17][3250/4689] lr: 5.0000e-05 eta: 11:58:37 time: 1.2446 data_time: 0.0622 memory: 14432 grad_norm: 80.1825 loss: 4.9199 loss_cls: 0.2500 loss_bbox: 0.5251 d0.loss_cls: 0.3087 d0.loss_bbox: 0.6210 d1.loss_cls: 0.2790 d1.loss_bbox: 0.5634 d2.loss_cls: 0.2660 d2.loss_bbox: 0.5402 d3.loss_cls: 0.2557 d3.loss_bbox: 0.5332 d4.loss_cls: 0.2514 d4.loss_bbox: 0.5262 2022/12/24 02:46:46 - mmengine - INFO - Epoch(train) [17][3300/4689] lr: 5.0000e-05 eta: 11:57:34 time: 1.2568 data_time: 0.0663 memory: 14432 grad_norm: 64.9814 loss: 4.8238 loss_cls: 0.2396 loss_bbox: 0.5205 d0.loss_cls: 0.3037 d0.loss_bbox: 0.6093 d1.loss_cls: 0.2711 d1.loss_bbox: 0.5528 d2.loss_cls: 0.2579 d2.loss_bbox: 0.5315 d3.loss_cls: 0.2489 d3.loss_bbox: 0.5253 d4.loss_cls: 0.2436 d4.loss_bbox: 0.5195 2022/12/24 02:47:50 - mmengine - INFO - Epoch(train) [17][3350/4689] lr: 5.0000e-05 eta: 11:56:31 time: 1.2688 data_time: 0.0605 memory: 14432 grad_norm: 63.8399 loss: 5.0515 loss_cls: 0.2641 loss_bbox: 0.5297 d0.loss_cls: 0.3221 d0.loss_bbox: 0.6336 d1.loss_cls: 0.2922 d1.loss_bbox: 0.5742 d2.loss_cls: 0.2786 d2.loss_bbox: 0.5506 d3.loss_cls: 0.2707 d3.loss_bbox: 0.5398 d4.loss_cls: 0.2653 d4.loss_bbox: 0.5307 2022/12/24 02:48:52 - mmengine - INFO - Epoch(train) [17][3400/4689] lr: 5.0000e-05 eta: 11:55:28 time: 1.2482 data_time: 0.0606 memory: 14432 grad_norm: 70.5790 loss: 4.9799 loss_cls: 0.2644 loss_bbox: 0.5165 d0.loss_cls: 0.3323 d0.loss_bbox: 0.6166 d1.loss_cls: 0.2983 d1.loss_bbox: 0.5580 d2.loss_cls: 0.2835 d2.loss_bbox: 0.5309 d3.loss_cls: 0.2725 d3.loss_bbox: 0.5224 d4.loss_cls: 0.2667 d4.loss_bbox: 0.5177 2022/12/24 02:49:54 - mmengine - INFO - Epoch(train) [17][3450/4689] lr: 5.0000e-05 eta: 11:54:25 time: 1.2351 data_time: 0.0585 memory: 14432 grad_norm: 65.3043 loss: 4.9620 loss_cls: 0.2598 loss_bbox: 0.5212 d0.loss_cls: 0.3185 d0.loss_bbox: 0.6202 d1.loss_cls: 0.2894 d1.loss_bbox: 0.5601 d2.loss_cls: 0.2765 d2.loss_bbox: 0.5382 d3.loss_cls: 0.2651 d3.loss_bbox: 0.5287 d4.loss_cls: 0.2614 d4.loss_bbox: 0.5229 2022/12/24 02:50:56 - mmengine - INFO - Epoch(train) [17][3500/4689] lr: 5.0000e-05 eta: 11:53:22 time: 1.2540 data_time: 0.0662 memory: 14432 grad_norm: 64.6729 loss: 5.0690 loss_cls: 0.2722 loss_bbox: 0.5247 d0.loss_cls: 0.3318 d0.loss_bbox: 0.6292 d1.loss_cls: 0.3003 d1.loss_bbox: 0.5701 d2.loss_cls: 0.2860 d2.loss_bbox: 0.5435 d3.loss_cls: 0.2771 d3.loss_bbox: 0.5340 d4.loss_cls: 0.2730 d4.loss_bbox: 0.5270 2022/12/24 02:51:59 - mmengine - INFO - Epoch(train) [17][3550/4689] lr: 5.0000e-05 eta: 11:52:19 time: 1.2547 data_time: 0.0655 memory: 14432 grad_norm: 69.3795 loss: 5.1189 loss_cls: 0.2765 loss_bbox: 0.5299 d0.loss_cls: 0.3376 d0.loss_bbox: 0.6276 d1.loss_cls: 0.3035 d1.loss_bbox: 0.5714 d2.loss_cls: 0.2920 d2.loss_bbox: 0.5480 d3.loss_cls: 0.2828 d3.loss_bbox: 0.5392 d4.loss_cls: 0.2778 d4.loss_bbox: 0.5328 2022/12/24 02:53:02 - mmengine - INFO - Epoch(train) [17][3600/4689] lr: 5.0000e-05 eta: 11:51:16 time: 1.2520 data_time: 0.0584 memory: 14432 grad_norm: 63.6577 loss: 4.9305 loss_cls: 0.2561 loss_bbox: 0.5174 d0.loss_cls: 0.3209 d0.loss_bbox: 0.6181 d1.loss_cls: 0.2844 d1.loss_bbox: 0.5587 d2.loss_cls: 0.2713 d2.loss_bbox: 0.5359 d3.loss_cls: 0.2637 d3.loss_bbox: 0.5268 d4.loss_cls: 0.2590 d4.loss_bbox: 0.5183 2022/12/24 02:54:05 - mmengine - INFO - Epoch(train) [17][3650/4689] lr: 5.0000e-05 eta: 11:50:13 time: 1.2565 data_time: 0.0602 memory: 14432 grad_norm: 72.1730 loss: 5.0648 loss_cls: 0.2706 loss_bbox: 0.5268 d0.loss_cls: 0.3291 d0.loss_bbox: 0.6278 d1.loss_cls: 0.2978 d1.loss_bbox: 0.5704 d2.loss_cls: 0.2829 d2.loss_bbox: 0.5472 d3.loss_cls: 0.2769 d3.loss_bbox: 0.5350 d4.loss_cls: 0.2702 d4.loss_bbox: 0.5301 2022/12/24 02:55:08 - mmengine - INFO - Epoch(train) [17][3700/4689] lr: 5.0000e-05 eta: 11:49:10 time: 1.2647 data_time: 0.0700 memory: 14432 grad_norm: 63.4155 loss: 5.0259 loss_cls: 0.2688 loss_bbox: 0.5202 d0.loss_cls: 0.3327 d0.loss_bbox: 0.6253 d1.loss_cls: 0.2988 d1.loss_bbox: 0.5619 d2.loss_cls: 0.2857 d2.loss_bbox: 0.5371 d3.loss_cls: 0.2766 d3.loss_bbox: 0.5269 d4.loss_cls: 0.2712 d4.loss_bbox: 0.5208 2022/12/24 02:56:11 - mmengine - INFO - Epoch(train) [17][3750/4689] lr: 5.0000e-05 eta: 11:48:07 time: 1.2634 data_time: 0.0627 memory: 14432 grad_norm: 100.9543 loss: 4.8765 loss_cls: 0.2440 loss_bbox: 0.5190 d0.loss_cls: 0.3110 d0.loss_bbox: 0.6198 d1.loss_cls: 0.2787 d1.loss_bbox: 0.5598 d2.loss_cls: 0.2622 d2.loss_bbox: 0.5344 d3.loss_cls: 0.2513 d3.loss_bbox: 0.5286 d4.loss_cls: 0.2468 d4.loss_bbox: 0.5209 2022/12/24 02:57:15 - mmengine - INFO - Epoch(train) [17][3800/4689] lr: 5.0000e-05 eta: 11:47:05 time: 1.2703 data_time: 0.0631 memory: 14432 grad_norm: 67.9970 loss: 4.8667 loss_cls: 0.2497 loss_bbox: 0.5105 d0.loss_cls: 0.3149 d0.loss_bbox: 0.6176 d1.loss_cls: 0.2825 d1.loss_bbox: 0.5550 d2.loss_cls: 0.2665 d2.loss_bbox: 0.5285 d3.loss_cls: 0.2580 d3.loss_bbox: 0.5196 d4.loss_cls: 0.2529 d4.loss_bbox: 0.5110 2022/12/24 02:58:17 - mmengine - INFO - Epoch(train) [17][3850/4689] lr: 5.0000e-05 eta: 11:46:01 time: 1.2420 data_time: 0.0605 memory: 14432 grad_norm: 80.7588 loss: 4.9849 loss_cls: 0.2547 loss_bbox: 0.5262 d0.loss_cls: 0.3216 d0.loss_bbox: 0.6276 d1.loss_cls: 0.2904 d1.loss_bbox: 0.5658 d2.loss_cls: 0.2738 d2.loss_bbox: 0.5421 d3.loss_cls: 0.2642 d3.loss_bbox: 0.5338 d4.loss_cls: 0.2584 d4.loss_bbox: 0.5262 2022/12/24 02:59:20 - mmengine - INFO - Epoch(train) [17][3900/4689] lr: 5.0000e-05 eta: 11:44:58 time: 1.2566 data_time: 0.0613 memory: 14432 grad_norm: 65.3115 loss: 4.9291 loss_cls: 0.2510 loss_bbox: 0.5231 d0.loss_cls: 0.3143 d0.loss_bbox: 0.6229 d1.loss_cls: 0.2847 d1.loss_bbox: 0.5592 d2.loss_cls: 0.2682 d2.loss_bbox: 0.5400 d3.loss_cls: 0.2577 d3.loss_bbox: 0.5307 d4.loss_cls: 0.2528 d4.loss_bbox: 0.5245 2022/12/24 03:00:23 - mmengine - INFO - Epoch(train) [17][3950/4689] lr: 5.0000e-05 eta: 11:43:56 time: 1.2659 data_time: 0.0645 memory: 14432 grad_norm: 80.1559 loss: 5.0029 loss_cls: 0.2577 loss_bbox: 0.5285 d0.loss_cls: 0.3214 d0.loss_bbox: 0.6309 d1.loss_cls: 0.2888 d1.loss_bbox: 0.5680 d2.loss_cls: 0.2753 d2.loss_bbox: 0.5437 d3.loss_cls: 0.2653 d3.loss_bbox: 0.5351 d4.loss_cls: 0.2597 d4.loss_bbox: 0.5285 2022/12/24 03:00:56 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 03:01:25 - mmengine - INFO - Epoch(train) [17][4000/4689] lr: 5.0000e-05 eta: 11:42:52 time: 1.2515 data_time: 0.0641 memory: 14432 grad_norm: 64.2481 loss: 4.9849 loss_cls: 0.2589 loss_bbox: 0.5245 d0.loss_cls: 0.3226 d0.loss_bbox: 0.6230 d1.loss_cls: 0.2889 d1.loss_bbox: 0.5652 d2.loss_cls: 0.2760 d2.loss_bbox: 0.5405 d3.loss_cls: 0.2666 d3.loss_bbox: 0.5318 d4.loss_cls: 0.2617 d4.loss_bbox: 0.5251 2022/12/24 03:02:28 - mmengine - INFO - Epoch(train) [17][4050/4689] lr: 5.0000e-05 eta: 11:41:49 time: 1.2534 data_time: 0.0603 memory: 14432 grad_norm: 71.1937 loss: 5.0850 loss_cls: 0.2670 loss_bbox: 0.5358 d0.loss_cls: 0.3270 d0.loss_bbox: 0.6296 d1.loss_cls: 0.2972 d1.loss_bbox: 0.5715 d2.loss_cls: 0.2835 d2.loss_bbox: 0.5490 d3.loss_cls: 0.2742 d3.loss_bbox: 0.5436 d4.loss_cls: 0.2697 d4.loss_bbox: 0.5369 2022/12/24 03:03:31 - mmengine - INFO - Epoch(train) [17][4100/4689] lr: 5.0000e-05 eta: 11:40:46 time: 1.2555 data_time: 0.0701 memory: 14432 grad_norm: 71.7024 loss: 4.9611 loss_cls: 0.2575 loss_bbox: 0.5190 d0.loss_cls: 0.3276 d0.loss_bbox: 0.6244 d1.loss_cls: 0.2910 d1.loss_bbox: 0.5610 d2.loss_cls: 0.2753 d2.loss_bbox: 0.5359 d3.loss_cls: 0.2644 d3.loss_bbox: 0.5261 d4.loss_cls: 0.2613 d4.loss_bbox: 0.5179 2022/12/24 03:04:33 - mmengine - INFO - Epoch(train) [17][4150/4689] lr: 5.0000e-05 eta: 11:39:43 time: 1.2457 data_time: 0.0592 memory: 14432 grad_norm: 70.5451 loss: 4.8059 loss_cls: 0.2450 loss_bbox: 0.5068 d0.loss_cls: 0.3105 d0.loss_bbox: 0.6083 d1.loss_cls: 0.2766 d1.loss_bbox: 0.5486 d2.loss_cls: 0.2599 d2.loss_bbox: 0.5260 d3.loss_cls: 0.2516 d3.loss_bbox: 0.5168 d4.loss_cls: 0.2472 d4.loss_bbox: 0.5086 2022/12/24 03:05:36 - mmengine - INFO - Epoch(train) [17][4200/4689] lr: 5.0000e-05 eta: 11:38:40 time: 1.2544 data_time: 0.0638 memory: 14432 grad_norm: 70.1681 loss: 4.9834 loss_cls: 0.2529 loss_bbox: 0.5319 d0.loss_cls: 0.3163 d0.loss_bbox: 0.6265 d1.loss_cls: 0.2832 d1.loss_bbox: 0.5700 d2.loss_cls: 0.2682 d2.loss_bbox: 0.5481 d3.loss_cls: 0.2595 d3.loss_bbox: 0.5391 d4.loss_cls: 0.2559 d4.loss_bbox: 0.5317 2022/12/24 03:06:38 - mmengine - INFO - Epoch(train) [17][4250/4689] lr: 5.0000e-05 eta: 11:37:37 time: 1.2394 data_time: 0.0599 memory: 14432 grad_norm: 71.2859 loss: 4.9690 loss_cls: 0.2561 loss_bbox: 0.5283 d0.loss_cls: 0.3221 d0.loss_bbox: 0.6191 d1.loss_cls: 0.2894 d1.loss_bbox: 0.5593 d2.loss_cls: 0.2698 d2.loss_bbox: 0.5408 d3.loss_cls: 0.2612 d3.loss_bbox: 0.5351 d4.loss_cls: 0.2580 d4.loss_bbox: 0.5297 2022/12/24 03:07:42 - mmengine - INFO - Epoch(train) [17][4300/4689] lr: 5.0000e-05 eta: 11:36:34 time: 1.2765 data_time: 0.0639 memory: 14432 grad_norm: 74.6461 loss: 4.8091 loss_cls: 0.2463 loss_bbox: 0.5078 d0.loss_cls: 0.3127 d0.loss_bbox: 0.6061 d1.loss_cls: 0.2763 d1.loss_bbox: 0.5497 d2.loss_cls: 0.2620 d2.loss_bbox: 0.5241 d3.loss_cls: 0.2523 d3.loss_bbox: 0.5150 d4.loss_cls: 0.2469 d4.loss_bbox: 0.5099 2022/12/24 03:08:45 - mmengine - INFO - Epoch(train) [17][4350/4689] lr: 5.0000e-05 eta: 11:35:31 time: 1.2577 data_time: 0.0627 memory: 14432 grad_norm: 83.7411 loss: 5.0510 loss_cls: 0.2631 loss_bbox: 0.5326 d0.loss_cls: 0.3242 d0.loss_bbox: 0.6329 d1.loss_cls: 0.2932 d1.loss_bbox: 0.5706 d2.loss_cls: 0.2772 d2.loss_bbox: 0.5484 d3.loss_cls: 0.2694 d3.loss_bbox: 0.5399 d4.loss_cls: 0.2656 d4.loss_bbox: 0.5339 2022/12/24 03:09:48 - mmengine - INFO - Epoch(train) [17][4400/4689] lr: 5.0000e-05 eta: 11:34:29 time: 1.2624 data_time: 0.0600 memory: 14432 grad_norm: 61.8523 loss: 4.9103 loss_cls: 0.2521 loss_bbox: 0.5200 d0.loss_cls: 0.3127 d0.loss_bbox: 0.6206 d1.loss_cls: 0.2794 d1.loss_bbox: 0.5601 d2.loss_cls: 0.2672 d2.loss_bbox: 0.5365 d3.loss_cls: 0.2576 d3.loss_bbox: 0.5292 d4.loss_cls: 0.2536 d4.loss_bbox: 0.5214 2022/12/24 03:10:50 - mmengine - INFO - Epoch(train) [17][4450/4689] lr: 5.0000e-05 eta: 11:33:25 time: 1.2469 data_time: 0.0591 memory: 14432 grad_norm: 78.5505 loss: 4.9304 loss_cls: 0.2543 loss_bbox: 0.5177 d0.loss_cls: 0.3245 d0.loss_bbox: 0.6170 d1.loss_cls: 0.2878 d1.loss_bbox: 0.5609 d2.loss_cls: 0.2702 d2.loss_bbox: 0.5359 d3.loss_cls: 0.2611 d3.loss_bbox: 0.5254 d4.loss_cls: 0.2566 d4.loss_bbox: 0.5192 2022/12/24 03:11:54 - mmengine - INFO - Epoch(train) [17][4500/4689] lr: 5.0000e-05 eta: 11:32:23 time: 1.2653 data_time: 0.0687 memory: 14432 grad_norm: 75.7030 loss: 4.8315 loss_cls: 0.2480 loss_bbox: 0.5107 d0.loss_cls: 0.3134 d0.loss_bbox: 0.6031 d1.loss_cls: 0.2783 d1.loss_bbox: 0.5489 d2.loss_cls: 0.2650 d2.loss_bbox: 0.5267 d3.loss_cls: 0.2549 d3.loss_bbox: 0.5195 d4.loss_cls: 0.2506 d4.loss_bbox: 0.5124 2022/12/24 03:12:56 - mmengine - INFO - Epoch(train) [17][4550/4689] lr: 5.0000e-05 eta: 11:31:20 time: 1.2468 data_time: 0.0600 memory: 14432 grad_norm: 64.9269 loss: 4.9218 loss_cls: 0.2531 loss_bbox: 0.5186 d0.loss_cls: 0.3161 d0.loss_bbox: 0.6184 d1.loss_cls: 0.2822 d1.loss_bbox: 0.5622 d2.loss_cls: 0.2717 d2.loss_bbox: 0.5362 d3.loss_cls: 0.2597 d3.loss_bbox: 0.5282 d4.loss_cls: 0.2560 d4.loss_bbox: 0.5195 2022/12/24 03:13:59 - mmengine - INFO - Epoch(train) [17][4600/4689] lr: 5.0000e-05 eta: 11:30:17 time: 1.2684 data_time: 0.0689 memory: 14432 grad_norm: 93.8637 loss: 4.9924 loss_cls: 0.2574 loss_bbox: 0.5255 d0.loss_cls: 0.3245 d0.loss_bbox: 0.6264 d1.loss_cls: 0.2878 d1.loss_bbox: 0.5662 d2.loss_cls: 0.2741 d2.loss_bbox: 0.5446 d3.loss_cls: 0.2637 d3.loss_bbox: 0.5356 d4.loss_cls: 0.2602 d4.loss_bbox: 0.5265 2022/12/24 03:15:02 - mmengine - INFO - Epoch(train) [17][4650/4689] lr: 5.0000e-05 eta: 11:29:14 time: 1.2574 data_time: 0.0567 memory: 14432 grad_norm: 79.1385 loss: 4.9004 loss_cls: 0.2516 loss_bbox: 0.5197 d0.loss_cls: 0.3158 d0.loss_bbox: 0.6162 d1.loss_cls: 0.2793 d1.loss_bbox: 0.5591 d2.loss_cls: 0.2654 d2.loss_bbox: 0.5346 d3.loss_cls: 0.2568 d3.loss_bbox: 0.5275 d4.loss_cls: 0.2533 d4.loss_bbox: 0.5208 2022/12/24 03:15:50 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 03:16:55 - mmengine - INFO - Epoch(train) [18][ 50/4689] lr: 3.9124e-05 eta: 11:27:22 time: 1.3086 data_time: 0.1084 memory: 14432 grad_norm: 84.5591 loss: 4.9900 loss_cls: 0.2581 loss_bbox: 0.5244 d0.loss_cls: 0.3253 d0.loss_bbox: 0.6255 d1.loss_cls: 0.2924 d1.loss_bbox: 0.5639 d2.loss_cls: 0.2734 d2.loss_bbox: 0.5420 d3.loss_cls: 0.2643 d3.loss_bbox: 0.5341 d4.loss_cls: 0.2599 d4.loss_bbox: 0.5268 2022/12/24 03:17:59 - mmengine - INFO - Epoch(train) [18][ 100/4689] lr: 3.9124e-05 eta: 11:26:20 time: 1.2686 data_time: 0.0689 memory: 14432 grad_norm: 59.2889 loss: 4.8177 loss_cls: 0.2470 loss_bbox: 0.5097 d0.loss_cls: 0.3072 d0.loss_bbox: 0.6105 d1.loss_cls: 0.2752 d1.loss_bbox: 0.5495 d2.loss_cls: 0.2613 d2.loss_bbox: 0.5269 d3.loss_cls: 0.2522 d3.loss_bbox: 0.5190 d4.loss_cls: 0.2474 d4.loss_bbox: 0.5120 2022/12/24 03:19:02 - mmengine - INFO - Epoch(train) [18][ 150/4689] lr: 3.9124e-05 eta: 11:25:17 time: 1.2677 data_time: 0.0593 memory: 14432 grad_norm: 66.8741 loss: 4.8152 loss_cls: 0.2405 loss_bbox: 0.5124 d0.loss_cls: 0.3052 d0.loss_bbox: 0.6157 d1.loss_cls: 0.2718 d1.loss_bbox: 0.5568 d2.loss_cls: 0.2576 d2.loss_bbox: 0.5305 d3.loss_cls: 0.2464 d3.loss_bbox: 0.5216 d4.loss_cls: 0.2426 d4.loss_bbox: 0.5143 2022/12/24 03:20:06 - mmengine - INFO - Epoch(train) [18][ 200/4689] lr: 3.9124e-05 eta: 11:24:14 time: 1.2781 data_time: 0.0638 memory: 14432 grad_norm: 93.2072 loss: 4.9678 loss_cls: 0.2543 loss_bbox: 0.5244 d0.loss_cls: 0.3187 d0.loss_bbox: 0.6261 d1.loss_cls: 0.2876 d1.loss_bbox: 0.5645 d2.loss_cls: 0.2719 d2.loss_bbox: 0.5414 d3.loss_cls: 0.2632 d3.loss_bbox: 0.5329 d4.loss_cls: 0.2565 d4.loss_bbox: 0.5263 2022/12/24 03:21:09 - mmengine - INFO - Epoch(train) [18][ 250/4689] lr: 3.9124e-05 eta: 11:23:11 time: 1.2487 data_time: 0.0593 memory: 14432 grad_norm: 75.8862 loss: 4.8524 loss_cls: 0.2539 loss_bbox: 0.5057 d0.loss_cls: 0.3152 d0.loss_bbox: 0.6104 d1.loss_cls: 0.2835 d1.loss_bbox: 0.5515 d2.loss_cls: 0.2692 d2.loss_bbox: 0.5258 d3.loss_cls: 0.2619 d3.loss_bbox: 0.5127 d4.loss_cls: 0.2553 d4.loss_bbox: 0.5073 2022/12/24 03:21:56 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 03:22:12 - mmengine - INFO - Epoch(train) [18][ 300/4689] lr: 3.9124e-05 eta: 11:22:09 time: 1.2691 data_time: 0.0623 memory: 14432 grad_norm: 90.6375 loss: 4.9566 loss_cls: 0.2591 loss_bbox: 0.5187 d0.loss_cls: 0.3184 d0.loss_bbox: 0.6236 d1.loss_cls: 0.2863 d1.loss_bbox: 0.5656 d2.loss_cls: 0.2743 d2.loss_bbox: 0.5372 d3.loss_cls: 0.2640 d3.loss_bbox: 0.5276 d4.loss_cls: 0.2590 d4.loss_bbox: 0.5227 2022/12/24 03:23:14 - mmengine - INFO - Epoch(train) [18][ 350/4689] lr: 3.9124e-05 eta: 11:21:05 time: 1.2467 data_time: 0.0631 memory: 14432 grad_norm: 80.8696 loss: 4.7971 loss_cls: 0.2464 loss_bbox: 0.5051 d0.loss_cls: 0.3106 d0.loss_bbox: 0.6075 d1.loss_cls: 0.2762 d1.loss_bbox: 0.5442 d2.loss_cls: 0.2640 d2.loss_bbox: 0.5196 d3.loss_cls: 0.2558 d3.loss_bbox: 0.5116 d4.loss_cls: 0.2494 d4.loss_bbox: 0.5065 2022/12/24 03:24:17 - mmengine - INFO - Epoch(train) [18][ 400/4689] lr: 3.9124e-05 eta: 11:20:02 time: 1.2492 data_time: 0.0614 memory: 14432 grad_norm: 63.3067 loss: 4.8879 loss_cls: 0.2537 loss_bbox: 0.5145 d0.loss_cls: 0.3160 d0.loss_bbox: 0.6130 d1.loss_cls: 0.2825 d1.loss_bbox: 0.5533 d2.loss_cls: 0.2684 d2.loss_bbox: 0.5307 d3.loss_cls: 0.2604 d3.loss_bbox: 0.5223 d4.loss_cls: 0.2565 d4.loss_bbox: 0.5166 2022/12/24 03:25:19 - mmengine - INFO - Epoch(train) [18][ 450/4689] lr: 3.9124e-05 eta: 11:18:59 time: 1.2438 data_time: 0.0663 memory: 14432 grad_norm: 67.5483 loss: 4.9783 loss_cls: 0.2636 loss_bbox: 0.5181 d0.loss_cls: 0.3255 d0.loss_bbox: 0.6228 d1.loss_cls: 0.2947 d1.loss_bbox: 0.5574 d2.loss_cls: 0.2794 d2.loss_bbox: 0.5337 d3.loss_cls: 0.2692 d3.loss_bbox: 0.5283 d4.loss_cls: 0.2672 d4.loss_bbox: 0.5185 2022/12/24 03:26:22 - mmengine - INFO - Epoch(train) [18][ 500/4689] lr: 3.9124e-05 eta: 11:17:56 time: 1.2646 data_time: 0.0613 memory: 14432 grad_norm: 70.8389 loss: 4.9282 loss_cls: 0.2533 loss_bbox: 0.5176 d0.loss_cls: 0.3145 d0.loss_bbox: 0.6258 d1.loss_cls: 0.2831 d1.loss_bbox: 0.5647 d2.loss_cls: 0.2681 d2.loss_bbox: 0.5384 d3.loss_cls: 0.2615 d3.loss_bbox: 0.5257 d4.loss_cls: 0.2560 d4.loss_bbox: 0.5195 2022/12/24 03:27:25 - mmengine - INFO - Epoch(train) [18][ 550/4689] lr: 3.9124e-05 eta: 11:16:53 time: 1.2584 data_time: 0.0641 memory: 14432 grad_norm: 74.6073 loss: 4.9434 loss_cls: 0.2556 loss_bbox: 0.5196 d0.loss_cls: 0.3217 d0.loss_bbox: 0.6199 d1.loss_cls: 0.2890 d1.loss_bbox: 0.5589 d2.loss_cls: 0.2744 d2.loss_bbox: 0.5350 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5271 d4.loss_cls: 0.2582 d4.loss_bbox: 0.5218 2022/12/24 03:28:28 - mmengine - INFO - Epoch(train) [18][ 600/4689] lr: 3.9124e-05 eta: 11:15:50 time: 1.2580 data_time: 0.0599 memory: 14432 grad_norm: 74.0954 loss: 4.8881 loss_cls: 0.2473 loss_bbox: 0.5179 d0.loss_cls: 0.3111 d0.loss_bbox: 0.6242 d1.loss_cls: 0.2777 d1.loss_bbox: 0.5629 d2.loss_cls: 0.2626 d2.loss_bbox: 0.5358 d3.loss_cls: 0.2538 d3.loss_bbox: 0.5262 d4.loss_cls: 0.2489 d4.loss_bbox: 0.5198 2022/12/24 03:29:31 - mmengine - INFO - Epoch(train) [18][ 650/4689] lr: 3.9124e-05 eta: 11:14:47 time: 1.2511 data_time: 0.0600 memory: 14432 grad_norm: 79.4769 loss: 5.0708 loss_cls: 0.2678 loss_bbox: 0.5281 d0.loss_cls: 0.3334 d0.loss_bbox: 0.6337 d1.loss_cls: 0.2987 d1.loss_bbox: 0.5710 d2.loss_cls: 0.2831 d2.loss_bbox: 0.5466 d3.loss_cls: 0.2740 d3.loss_bbox: 0.5359 d4.loss_cls: 0.2697 d4.loss_bbox: 0.5288 2022/12/24 03:30:34 - mmengine - INFO - Epoch(train) [18][ 700/4689] lr: 3.9124e-05 eta: 11:13:44 time: 1.2627 data_time: 0.0722 memory: 14432 grad_norm: 64.6922 loss: 4.9761 loss_cls: 0.2631 loss_bbox: 0.5173 d0.loss_cls: 0.3265 d0.loss_bbox: 0.6180 d1.loss_cls: 0.2931 d1.loss_bbox: 0.5621 d2.loss_cls: 0.2777 d2.loss_bbox: 0.5388 d3.loss_cls: 0.2669 d3.loss_bbox: 0.5287 d4.loss_cls: 0.2641 d4.loss_bbox: 0.5199 2022/12/24 03:31:37 - mmengine - INFO - Epoch(train) [18][ 750/4689] lr: 3.9124e-05 eta: 11:12:42 time: 1.2586 data_time: 0.0633 memory: 14432 grad_norm: 72.5922 loss: 4.7242 loss_cls: 0.2432 loss_bbox: 0.4965 d0.loss_cls: 0.3087 d0.loss_bbox: 0.5946 d1.loss_cls: 0.2740 d1.loss_bbox: 0.5379 d2.loss_cls: 0.2579 d2.loss_bbox: 0.5139 d3.loss_cls: 0.2497 d3.loss_bbox: 0.5042 d4.loss_cls: 0.2446 d4.loss_bbox: 0.4990 2022/12/24 03:32:40 - mmengine - INFO - Epoch(train) [18][ 800/4689] lr: 3.9124e-05 eta: 11:11:39 time: 1.2578 data_time: 0.0658 memory: 14432 grad_norm: 64.9353 loss: 4.9331 loss_cls: 0.2589 loss_bbox: 0.5155 d0.loss_cls: 0.3208 d0.loss_bbox: 0.6157 d1.loss_cls: 0.2927 d1.loss_bbox: 0.5543 d2.loss_cls: 0.2769 d2.loss_bbox: 0.5308 d3.loss_cls: 0.2651 d3.loss_bbox: 0.5243 d4.loss_cls: 0.2616 d4.loss_bbox: 0.5166 2022/12/24 03:33:43 - mmengine - INFO - Epoch(train) [18][ 850/4689] lr: 3.9124e-05 eta: 11:10:36 time: 1.2615 data_time: 0.0725 memory: 14432 grad_norm: 89.9635 loss: 4.7400 loss_cls: 0.2410 loss_bbox: 0.4997 d0.loss_cls: 0.3072 d0.loss_bbox: 0.6000 d1.loss_cls: 0.2771 d1.loss_bbox: 0.5377 d2.loss_cls: 0.2585 d2.loss_bbox: 0.5162 d3.loss_cls: 0.2494 d3.loss_bbox: 0.5079 d4.loss_cls: 0.2420 d4.loss_bbox: 0.5032 2022/12/24 03:34:46 - mmengine - INFO - Epoch(train) [18][ 900/4689] lr: 3.9124e-05 eta: 11:09:33 time: 1.2696 data_time: 0.0688 memory: 14432 grad_norm: 66.4741 loss: 4.7467 loss_cls: 0.2382 loss_bbox: 0.5067 d0.loss_cls: 0.3023 d0.loss_bbox: 0.6035 d1.loss_cls: 0.2708 d1.loss_bbox: 0.5424 d2.loss_cls: 0.2550 d2.loss_bbox: 0.5209 d3.loss_cls: 0.2467 d3.loss_bbox: 0.5125 d4.loss_cls: 0.2389 d4.loss_bbox: 0.5088 2022/12/24 03:35:50 - mmengine - INFO - Epoch(train) [18][ 950/4689] lr: 3.9124e-05 eta: 11:08:30 time: 1.2631 data_time: 0.0620 memory: 14432 grad_norm: 63.7156 loss: 4.8775 loss_cls: 0.2487 loss_bbox: 0.5175 d0.loss_cls: 0.3156 d0.loss_bbox: 0.6135 d1.loss_cls: 0.2811 d1.loss_bbox: 0.5567 d2.loss_cls: 0.2648 d2.loss_bbox: 0.5313 d3.loss_cls: 0.2549 d3.loss_bbox: 0.5246 d4.loss_cls: 0.2496 d4.loss_bbox: 0.5193 2022/12/24 03:36:53 - mmengine - INFO - Epoch(train) [18][1000/4689] lr: 3.9124e-05 eta: 11:07:28 time: 1.2727 data_time: 0.0647 memory: 14432 grad_norm: 72.8544 loss: 4.9819 loss_cls: 0.2659 loss_bbox: 0.5161 d0.loss_cls: 0.3283 d0.loss_bbox: 0.6201 d1.loss_cls: 0.2965 d1.loss_bbox: 0.5572 d2.loss_cls: 0.2808 d2.loss_bbox: 0.5339 d3.loss_cls: 0.2699 d3.loss_bbox: 0.5274 d4.loss_cls: 0.2681 d4.loss_bbox: 0.5176 2022/12/24 03:37:56 - mmengine - INFO - Epoch(train) [18][1050/4689] lr: 3.9124e-05 eta: 11:06:25 time: 1.2573 data_time: 0.0601 memory: 14432 grad_norm: 65.1548 loss: 4.9570 loss_cls: 0.2629 loss_bbox: 0.5154 d0.loss_cls: 0.3238 d0.loss_bbox: 0.6176 d1.loss_cls: 0.2942 d1.loss_bbox: 0.5554 d2.loss_cls: 0.2787 d2.loss_bbox: 0.5319 d3.loss_cls: 0.2715 d3.loss_bbox: 0.5238 d4.loss_cls: 0.2652 d4.loss_bbox: 0.5167 2022/12/24 03:38:58 - mmengine - INFO - Epoch(train) [18][1100/4689] lr: 3.9124e-05 eta: 11:05:21 time: 1.2425 data_time: 0.0593 memory: 14432 grad_norm: 88.3351 loss: 4.8342 loss_cls: 0.2472 loss_bbox: 0.5077 d0.loss_cls: 0.3147 d0.loss_bbox: 0.6121 d1.loss_cls: 0.2791 d1.loss_bbox: 0.5516 d2.loss_cls: 0.2632 d2.loss_bbox: 0.5278 d3.loss_cls: 0.2541 d3.loss_bbox: 0.5175 d4.loss_cls: 0.2503 d4.loss_bbox: 0.5090 2022/12/24 03:40:01 - mmengine - INFO - Epoch(train) [18][1150/4689] lr: 3.9124e-05 eta: 11:04:19 time: 1.2641 data_time: 0.0630 memory: 14432 grad_norm: 78.3004 loss: 4.8901 loss_cls: 0.2480 loss_bbox: 0.5179 d0.loss_cls: 0.3103 d0.loss_bbox: 0.6205 d1.loss_cls: 0.2785 d1.loss_bbox: 0.5623 d2.loss_cls: 0.2643 d2.loss_bbox: 0.5375 d3.loss_cls: 0.2548 d3.loss_bbox: 0.5269 d4.loss_cls: 0.2498 d4.loss_bbox: 0.5193 2022/12/24 03:41:05 - mmengine - INFO - Epoch(train) [18][1200/4689] lr: 3.9124e-05 eta: 11:03:16 time: 1.2644 data_time: 0.0582 memory: 14432 grad_norm: 66.0442 loss: 4.8000 loss_cls: 0.2456 loss_bbox: 0.5043 d0.loss_cls: 0.3089 d0.loss_bbox: 0.6097 d1.loss_cls: 0.2743 d1.loss_bbox: 0.5512 d2.loss_cls: 0.2625 d2.loss_bbox: 0.5256 d3.loss_cls: 0.2515 d3.loss_bbox: 0.5134 d4.loss_cls: 0.2475 d4.loss_bbox: 0.5055 2022/12/24 03:42:09 - mmengine - INFO - Epoch(train) [18][1250/4689] lr: 3.9124e-05 eta: 11:02:13 time: 1.2828 data_time: 0.0589 memory: 14432 grad_norm: 59.5919 loss: 4.7766 loss_cls: 0.2444 loss_bbox: 0.5035 d0.loss_cls: 0.3052 d0.loss_bbox: 0.6047 d1.loss_cls: 0.2738 d1.loss_bbox: 0.5461 d2.loss_cls: 0.2590 d2.loss_bbox: 0.5235 d3.loss_cls: 0.2509 d3.loss_bbox: 0.5134 d4.loss_cls: 0.2456 d4.loss_bbox: 0.5064 2022/12/24 03:42:56 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 03:43:12 - mmengine - INFO - Epoch(train) [18][1300/4689] lr: 3.9124e-05 eta: 11:01:10 time: 1.2605 data_time: 0.0718 memory: 14432 grad_norm: 97.9179 loss: 4.9982 loss_cls: 0.2603 loss_bbox: 0.5256 d0.loss_cls: 0.3239 d0.loss_bbox: 0.6280 d1.loss_cls: 0.2891 d1.loss_bbox: 0.5657 d2.loss_cls: 0.2741 d2.loss_bbox: 0.5424 d3.loss_cls: 0.2663 d3.loss_bbox: 0.5334 d4.loss_cls: 0.2622 d4.loss_bbox: 0.5272 2022/12/24 03:44:15 - mmengine - INFO - Epoch(train) [18][1350/4689] lr: 3.9124e-05 eta: 11:00:08 time: 1.2597 data_time: 0.0600 memory: 14432 grad_norm: 66.4930 loss: 4.8453 loss_cls: 0.2547 loss_bbox: 0.5064 d0.loss_cls: 0.3153 d0.loss_bbox: 0.6024 d1.loss_cls: 0.2836 d1.loss_bbox: 0.5492 d2.loss_cls: 0.2686 d2.loss_bbox: 0.5249 d3.loss_cls: 0.2600 d3.loss_bbox: 0.5154 d4.loss_cls: 0.2560 d4.loss_bbox: 0.5088 2022/12/24 03:45:17 - mmengine - INFO - Epoch(train) [18][1400/4689] lr: 3.9124e-05 eta: 10:59:04 time: 1.2452 data_time: 0.0604 memory: 14432 grad_norm: 83.0818 loss: 4.8715 loss_cls: 0.2529 loss_bbox: 0.5117 d0.loss_cls: 0.3155 d0.loss_bbox: 0.6114 d1.loss_cls: 0.2818 d1.loss_bbox: 0.5529 d2.loss_cls: 0.2688 d2.loss_bbox: 0.5286 d3.loss_cls: 0.2600 d3.loss_bbox: 0.5193 d4.loss_cls: 0.2544 d4.loss_bbox: 0.5140 2022/12/24 03:46:21 - mmengine - INFO - Epoch(train) [18][1450/4689] lr: 3.9124e-05 eta: 10:58:02 time: 1.2716 data_time: 0.0614 memory: 14432 grad_norm: 77.3392 loss: 4.8122 loss_cls: 0.2428 loss_bbox: 0.5118 d0.loss_cls: 0.3028 d0.loss_bbox: 0.6164 d1.loss_cls: 0.2697 d1.loss_bbox: 0.5551 d2.loss_cls: 0.2560 d2.loss_bbox: 0.5306 d3.loss_cls: 0.2480 d3.loss_bbox: 0.5210 d4.loss_cls: 0.2444 d4.loss_bbox: 0.5135 2022/12/24 03:47:24 - mmengine - INFO - Epoch(train) [18][1500/4689] lr: 3.9124e-05 eta: 10:56:59 time: 1.2666 data_time: 0.0636 memory: 14432 grad_norm: 71.0372 loss: 4.7482 loss_cls: 0.2475 loss_bbox: 0.4938 d0.loss_cls: 0.3107 d0.loss_bbox: 0.5997 d1.loss_cls: 0.2791 d1.loss_bbox: 0.5393 d2.loss_cls: 0.2637 d2.loss_bbox: 0.5120 d3.loss_cls: 0.2551 d3.loss_bbox: 0.5021 d4.loss_cls: 0.2489 d4.loss_bbox: 0.4965 2022/12/24 03:48:27 - mmengine - INFO - Epoch(train) [18][1550/4689] lr: 3.9124e-05 eta: 10:55:56 time: 1.2553 data_time: 0.0574 memory: 14432 grad_norm: 91.0866 loss: 4.6807 loss_cls: 0.2310 loss_bbox: 0.4999 d0.loss_cls: 0.2982 d0.loss_bbox: 0.6007 d1.loss_cls: 0.2639 d1.loss_bbox: 0.5395 d2.loss_cls: 0.2501 d2.loss_bbox: 0.5167 d3.loss_cls: 0.2388 d3.loss_bbox: 0.5079 d4.loss_cls: 0.2333 d4.loss_bbox: 0.5007 2022/12/24 03:49:29 - mmengine - INFO - Epoch(train) [18][1600/4689] lr: 3.9124e-05 eta: 10:54:53 time: 1.2421 data_time: 0.0582 memory: 14432 grad_norm: 82.9560 loss: 4.8746 loss_cls: 0.2544 loss_bbox: 0.5109 d0.loss_cls: 0.3181 d0.loss_bbox: 0.6094 d1.loss_cls: 0.2871 d1.loss_bbox: 0.5502 d2.loss_cls: 0.2730 d2.loss_bbox: 0.5241 d3.loss_cls: 0.2629 d3.loss_bbox: 0.5162 d4.loss_cls: 0.2565 d4.loss_bbox: 0.5118 2022/12/24 03:50:32 - mmengine - INFO - Epoch(train) [18][1650/4689] lr: 3.9124e-05 eta: 10:53:50 time: 1.2574 data_time: 0.0565 memory: 14432 grad_norm: 60.2755 loss: 4.8938 loss_cls: 0.2582 loss_bbox: 0.5089 d0.loss_cls: 0.3217 d0.loss_bbox: 0.6116 d1.loss_cls: 0.2880 d1.loss_bbox: 0.5527 d2.loss_cls: 0.2735 d2.loss_bbox: 0.5273 d3.loss_cls: 0.2643 d3.loss_bbox: 0.5175 d4.loss_cls: 0.2604 d4.loss_bbox: 0.5095 2022/12/24 03:51:36 - mmengine - INFO - Epoch(train) [18][1700/4689] lr: 3.9124e-05 eta: 10:52:47 time: 1.2822 data_time: 0.0688 memory: 14432 grad_norm: 74.3473 loss: 4.7622 loss_cls: 0.2413 loss_bbox: 0.5024 d0.loss_cls: 0.3013 d0.loss_bbox: 0.6140 d1.loss_cls: 0.2712 d1.loss_bbox: 0.5461 d2.loss_cls: 0.2555 d2.loss_bbox: 0.5217 d3.loss_cls: 0.2470 d3.loss_bbox: 0.5132 d4.loss_cls: 0.2444 d4.loss_bbox: 0.5042 2022/12/24 03:52:38 - mmengine - INFO - Epoch(train) [18][1750/4689] lr: 3.9124e-05 eta: 10:51:44 time: 1.2421 data_time: 0.0568 memory: 14432 grad_norm: 62.0604 loss: 4.8874 loss_cls: 0.2572 loss_bbox: 0.5085 d0.loss_cls: 0.3178 d0.loss_bbox: 0.6146 d1.loss_cls: 0.2835 d1.loss_bbox: 0.5546 d2.loss_cls: 0.2722 d2.loss_bbox: 0.5267 d3.loss_cls: 0.2649 d3.loss_bbox: 0.5170 d4.loss_cls: 0.2593 d4.loss_bbox: 0.5109 2022/12/24 03:53:42 - mmengine - INFO - Epoch(train) [18][1800/4689] lr: 3.9124e-05 eta: 10:50:42 time: 1.2792 data_time: 0.0597 memory: 14432 grad_norm: 76.8535 loss: 4.8301 loss_cls: 0.2494 loss_bbox: 0.5072 d0.loss_cls: 0.3097 d0.loss_bbox: 0.6105 d1.loss_cls: 0.2821 d1.loss_bbox: 0.5474 d2.loss_cls: 0.2649 d2.loss_bbox: 0.5262 d3.loss_cls: 0.2556 d3.loss_bbox: 0.5172 d4.loss_cls: 0.2507 d4.loss_bbox: 0.5090 2022/12/24 03:54:45 - mmengine - INFO - Epoch(train) [18][1850/4689] lr: 3.9124e-05 eta: 10:49:39 time: 1.2606 data_time: 0.0635 memory: 14432 grad_norm: 78.5941 loss: 4.8169 loss_cls: 0.2461 loss_bbox: 0.5043 d0.loss_cls: 0.3140 d0.loss_bbox: 0.6119 d1.loss_cls: 0.2833 d1.loss_bbox: 0.5449 d2.loss_cls: 0.2675 d2.loss_bbox: 0.5217 d3.loss_cls: 0.2552 d3.loss_bbox: 0.5129 d4.loss_cls: 0.2487 d4.loss_bbox: 0.5063 2022/12/24 03:55:49 - mmengine - INFO - Epoch(train) [18][1900/4689] lr: 3.9124e-05 eta: 10:48:36 time: 1.2734 data_time: 0.0637 memory: 14432 grad_norm: 63.5594 loss: 4.7914 loss_cls: 0.2485 loss_bbox: 0.5015 d0.loss_cls: 0.3060 d0.loss_bbox: 0.6091 d1.loss_cls: 0.2776 d1.loss_bbox: 0.5447 d2.loss_cls: 0.2652 d2.loss_bbox: 0.5209 d3.loss_cls: 0.2556 d3.loss_bbox: 0.5088 d4.loss_cls: 0.2508 d4.loss_bbox: 0.5028 2022/12/24 03:56:52 - mmengine - INFO - Epoch(train) [18][1950/4689] lr: 3.9124e-05 eta: 10:47:33 time: 1.2676 data_time: 0.0567 memory: 14432 grad_norm: 66.2843 loss: 4.8658 loss_cls: 0.2537 loss_bbox: 0.5076 d0.loss_cls: 0.3134 d0.loss_bbox: 0.6192 d1.loss_cls: 0.2845 d1.loss_bbox: 0.5520 d2.loss_cls: 0.2707 d2.loss_bbox: 0.5243 d3.loss_cls: 0.2600 d3.loss_bbox: 0.5160 d4.loss_cls: 0.2556 d4.loss_bbox: 0.5089 2022/12/24 03:57:56 - mmengine - INFO - Epoch(train) [18][2000/4689] lr: 3.9124e-05 eta: 10:46:30 time: 1.2662 data_time: 0.0605 memory: 14432 grad_norm: 91.3643 loss: 5.0235 loss_cls: 0.2687 loss_bbox: 0.5186 d0.loss_cls: 0.3328 d0.loss_bbox: 0.6211 d1.loss_cls: 0.2994 d1.loss_bbox: 0.5627 d2.loss_cls: 0.2861 d2.loss_bbox: 0.5383 d3.loss_cls: 0.2771 d3.loss_bbox: 0.5281 d4.loss_cls: 0.2714 d4.loss_bbox: 0.5193 2022/12/24 03:58:59 - mmengine - INFO - Epoch(train) [18][2050/4689] lr: 3.9124e-05 eta: 10:45:28 time: 1.2691 data_time: 0.0569 memory: 14432 grad_norm: 75.3725 loss: 5.0308 loss_cls: 0.2635 loss_bbox: 0.5259 d0.loss_cls: 0.3238 d0.loss_bbox: 0.6307 d1.loss_cls: 0.2963 d1.loss_bbox: 0.5655 d2.loss_cls: 0.2815 d2.loss_bbox: 0.5424 d3.loss_cls: 0.2702 d3.loss_bbox: 0.5368 d4.loss_cls: 0.2655 d4.loss_bbox: 0.5288 2022/12/24 04:00:02 - mmengine - INFO - Epoch(train) [18][2100/4689] lr: 3.9124e-05 eta: 10:44:25 time: 1.2628 data_time: 0.0689 memory: 14432 grad_norm: 68.0121 loss: 4.7387 loss_cls: 0.2405 loss_bbox: 0.4989 d0.loss_cls: 0.3100 d0.loss_bbox: 0.5976 d1.loss_cls: 0.2746 d1.loss_bbox: 0.5417 d2.loss_cls: 0.2580 d2.loss_bbox: 0.5190 d3.loss_cls: 0.2466 d3.loss_bbox: 0.5089 d4.loss_cls: 0.2422 d4.loss_bbox: 0.5007 2022/12/24 04:01:05 - mmengine - INFO - Epoch(train) [18][2150/4689] lr: 3.9124e-05 eta: 10:43:22 time: 1.2466 data_time: 0.0580 memory: 14432 grad_norm: 80.4649 loss: 4.8771 loss_cls: 0.2538 loss_bbox: 0.5125 d0.loss_cls: 0.3144 d0.loss_bbox: 0.6106 d1.loss_cls: 0.2833 d1.loss_bbox: 0.5528 d2.loss_cls: 0.2689 d2.loss_bbox: 0.5295 d3.loss_cls: 0.2603 d3.loss_bbox: 0.5220 d4.loss_cls: 0.2553 d4.loss_bbox: 0.5138 2022/12/24 04:02:08 - mmengine - INFO - Epoch(train) [18][2200/4689] lr: 3.9124e-05 eta: 10:42:19 time: 1.2598 data_time: 0.0588 memory: 14432 grad_norm: 83.3905 loss: 4.8158 loss_cls: 0.2503 loss_bbox: 0.5059 d0.loss_cls: 0.3112 d0.loss_bbox: 0.6089 d1.loss_cls: 0.2789 d1.loss_bbox: 0.5432 d2.loss_cls: 0.2644 d2.loss_bbox: 0.5226 d3.loss_cls: 0.2553 d3.loss_bbox: 0.5156 d4.loss_cls: 0.2516 d4.loss_bbox: 0.5078 2022/12/24 04:03:12 - mmengine - INFO - Epoch(train) [18][2250/4689] lr: 3.9124e-05 eta: 10:41:16 time: 1.2848 data_time: 0.0658 memory: 14432 grad_norm: 65.5211 loss: 4.8708 loss_cls: 0.2510 loss_bbox: 0.5139 d0.loss_cls: 0.3126 d0.loss_bbox: 0.6155 d1.loss_cls: 0.2799 d1.loss_bbox: 0.5545 d2.loss_cls: 0.2657 d2.loss_bbox: 0.5311 d3.loss_cls: 0.2559 d3.loss_bbox: 0.5228 d4.loss_cls: 0.2516 d4.loss_bbox: 0.5164 2022/12/24 04:03:59 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 04:04:15 - mmengine - INFO - Epoch(train) [18][2300/4689] lr: 3.9124e-05 eta: 10:40:13 time: 1.2581 data_time: 0.0671 memory: 14432 grad_norm: 72.7359 loss: 4.9201 loss_cls: 0.2525 loss_bbox: 0.5185 d0.loss_cls: 0.3140 d0.loss_bbox: 0.6234 d1.loss_cls: 0.2842 d1.loss_bbox: 0.5605 d2.loss_cls: 0.2693 d2.loss_bbox: 0.5365 d3.loss_cls: 0.2604 d3.loss_bbox: 0.5266 d4.loss_cls: 0.2536 d4.loss_bbox: 0.5205 2022/12/24 04:05:18 - mmengine - INFO - Epoch(train) [18][2350/4689] lr: 3.9124e-05 eta: 10:39:11 time: 1.2668 data_time: 0.0645 memory: 14432 grad_norm: 63.5665 loss: 4.7786 loss_cls: 0.2471 loss_bbox: 0.5015 d0.loss_cls: 0.3142 d0.loss_bbox: 0.6010 d1.loss_cls: 0.2770 d1.loss_bbox: 0.5398 d2.loss_cls: 0.2644 d2.loss_bbox: 0.5177 d3.loss_cls: 0.2536 d3.loss_bbox: 0.5103 d4.loss_cls: 0.2502 d4.loss_bbox: 0.5018 2022/12/24 04:06:22 - mmengine - INFO - Epoch(train) [18][2400/4689] lr: 3.9124e-05 eta: 10:38:08 time: 1.2761 data_time: 0.0704 memory: 14432 grad_norm: 66.8851 loss: 4.8801 loss_cls: 0.2493 loss_bbox: 0.5153 d0.loss_cls: 0.3134 d0.loss_bbox: 0.6204 d1.loss_cls: 0.2805 d1.loss_bbox: 0.5558 d2.loss_cls: 0.2668 d2.loss_bbox: 0.5306 d3.loss_cls: 0.2554 d3.loss_bbox: 0.5252 d4.loss_cls: 0.2506 d4.loss_bbox: 0.5169 2022/12/24 04:07:24 - mmengine - INFO - Epoch(train) [18][2450/4689] lr: 3.9124e-05 eta: 10:37:05 time: 1.2477 data_time: 0.0651 memory: 14432 grad_norm: 66.1505 loss: 4.7301 loss_cls: 0.2421 loss_bbox: 0.4971 d0.loss_cls: 0.3093 d0.loss_bbox: 0.6038 d1.loss_cls: 0.2730 d1.loss_bbox: 0.5366 d2.loss_cls: 0.2596 d2.loss_bbox: 0.5126 d3.loss_cls: 0.2488 d3.loss_bbox: 0.5039 d4.loss_cls: 0.2452 d4.loss_bbox: 0.4980 2022/12/24 04:08:28 - mmengine - INFO - Epoch(train) [18][2500/4689] lr: 3.9124e-05 eta: 10:36:02 time: 1.2663 data_time: 0.0703 memory: 14432 grad_norm: 76.3853 loss: 4.8132 loss_cls: 0.2451 loss_bbox: 0.5071 d0.loss_cls: 0.3103 d0.loss_bbox: 0.6092 d1.loss_cls: 0.2751 d1.loss_bbox: 0.5527 d2.loss_cls: 0.2624 d2.loss_bbox: 0.5261 d3.loss_cls: 0.2521 d3.loss_bbox: 0.5166 d4.loss_cls: 0.2466 d4.loss_bbox: 0.5099 2022/12/24 04:09:31 - mmengine - INFO - Epoch(train) [18][2550/4689] lr: 3.9124e-05 eta: 10:34:59 time: 1.2674 data_time: 0.0692 memory: 14432 grad_norm: 68.2570 loss: 4.8860 loss_cls: 0.2505 loss_bbox: 0.5153 d0.loss_cls: 0.3128 d0.loss_bbox: 0.6164 d1.loss_cls: 0.2807 d1.loss_bbox: 0.5584 d2.loss_cls: 0.2647 d2.loss_bbox: 0.5367 d3.loss_cls: 0.2548 d3.loss_bbox: 0.5252 d4.loss_cls: 0.2518 d4.loss_bbox: 0.5187 2022/12/24 04:10:34 - mmengine - INFO - Epoch(train) [18][2600/4689] lr: 3.9124e-05 eta: 10:33:56 time: 1.2494 data_time: 0.0626 memory: 14432 grad_norm: 62.6465 loss: 4.8164 loss_cls: 0.2482 loss_bbox: 0.5080 d0.loss_cls: 0.3085 d0.loss_bbox: 0.6105 d1.loss_cls: 0.2765 d1.loss_bbox: 0.5509 d2.loss_cls: 0.2628 d2.loss_bbox: 0.5250 d3.loss_cls: 0.2534 d3.loss_bbox: 0.5145 d4.loss_cls: 0.2501 d4.loss_bbox: 0.5080 2022/12/24 04:11:37 - mmengine - INFO - Epoch(train) [18][2650/4689] lr: 3.9124e-05 eta: 10:32:53 time: 1.2584 data_time: 0.0650 memory: 14432 grad_norm: 73.3287 loss: 4.7883 loss_cls: 0.2491 loss_bbox: 0.5013 d0.loss_cls: 0.3114 d0.loss_bbox: 0.6063 d1.loss_cls: 0.2763 d1.loss_bbox: 0.5450 d2.loss_cls: 0.2616 d2.loss_bbox: 0.5205 d3.loss_cls: 0.2527 d3.loss_bbox: 0.5101 d4.loss_cls: 0.2505 d4.loss_bbox: 0.5034 2022/12/24 04:12:39 - mmengine - INFO - Epoch(train) [18][2700/4689] lr: 3.9124e-05 eta: 10:31:50 time: 1.2569 data_time: 0.0629 memory: 14432 grad_norm: 78.3814 loss: 5.0086 loss_cls: 0.2579 loss_bbox: 0.5288 d0.loss_cls: 0.3222 d0.loss_bbox: 0.6319 d1.loss_cls: 0.2868 d1.loss_bbox: 0.5694 d2.loss_cls: 0.2740 d2.loss_bbox: 0.5458 d3.loss_cls: 0.2652 d3.loss_bbox: 0.5365 d4.loss_cls: 0.2591 d4.loss_bbox: 0.5310 2022/12/24 04:13:42 - mmengine - INFO - Epoch(train) [18][2750/4689] lr: 3.9124e-05 eta: 10:30:47 time: 1.2562 data_time: 0.0667 memory: 14432 grad_norm: 67.6114 loss: 4.8330 loss_cls: 0.2506 loss_bbox: 0.5094 d0.loss_cls: 0.3121 d0.loss_bbox: 0.6065 d1.loss_cls: 0.2820 d1.loss_bbox: 0.5473 d2.loss_cls: 0.2659 d2.loss_bbox: 0.5236 d3.loss_cls: 0.2554 d3.loss_bbox: 0.5170 d4.loss_cls: 0.2529 d4.loss_bbox: 0.5102 2022/12/24 04:14:45 - mmengine - INFO - Epoch(train) [18][2800/4689] lr: 3.9124e-05 eta: 10:29:45 time: 1.2560 data_time: 0.0630 memory: 14432 grad_norm: 61.3631 loss: 4.7455 loss_cls: 0.2437 loss_bbox: 0.4993 d0.loss_cls: 0.3037 d0.loss_bbox: 0.6013 d1.loss_cls: 0.2728 d1.loss_bbox: 0.5424 d2.loss_cls: 0.2564 d2.loss_bbox: 0.5209 d3.loss_cls: 0.2480 d3.loss_bbox: 0.5096 d4.loss_cls: 0.2433 d4.loss_bbox: 0.5042 2022/12/24 04:15:48 - mmengine - INFO - Epoch(train) [18][2850/4689] lr: 3.9124e-05 eta: 10:28:42 time: 1.2633 data_time: 0.0687 memory: 14432 grad_norm: 88.0523 loss: 4.6201 loss_cls: 0.2263 loss_bbox: 0.4969 d0.loss_cls: 0.2904 d0.loss_bbox: 0.5933 d1.loss_cls: 0.2581 d1.loss_bbox: 0.5375 d2.loss_cls: 0.2414 d2.loss_bbox: 0.5132 d3.loss_cls: 0.2328 d3.loss_bbox: 0.5044 d4.loss_cls: 0.2275 d4.loss_bbox: 0.4984 2022/12/24 04:16:52 - mmengine - INFO - Epoch(train) [18][2900/4689] lr: 3.9124e-05 eta: 10:27:39 time: 1.2846 data_time: 0.0814 memory: 14432 grad_norm: 69.1094 loss: 4.6761 loss_cls: 0.2392 loss_bbox: 0.4915 d0.loss_cls: 0.3039 d0.loss_bbox: 0.5939 d1.loss_cls: 0.2712 d1.loss_bbox: 0.5311 d2.loss_cls: 0.2570 d2.loss_bbox: 0.5070 d3.loss_cls: 0.2443 d3.loss_bbox: 0.5017 d4.loss_cls: 0.2390 d4.loss_bbox: 0.4963 2022/12/24 04:17:55 - mmengine - INFO - Epoch(train) [18][2950/4689] lr: 3.9124e-05 eta: 10:26:36 time: 1.2583 data_time: 0.0513 memory: 14432 grad_norm: 64.6697 loss: 4.8423 loss_cls: 0.2428 loss_bbox: 0.5170 d0.loss_cls: 0.3008 d0.loss_bbox: 0.6225 d1.loss_cls: 0.2729 d1.loss_bbox: 0.5577 d2.loss_cls: 0.2582 d2.loss_bbox: 0.5345 d3.loss_cls: 0.2482 d3.loss_bbox: 0.5252 d4.loss_cls: 0.2421 d4.loss_bbox: 0.5204 2022/12/24 04:18:58 - mmengine - INFO - Epoch(train) [18][3000/4689] lr: 3.9124e-05 eta: 10:25:33 time: 1.2550 data_time: 0.0585 memory: 14432 grad_norm: 71.9784 loss: 4.8858 loss_cls: 0.2527 loss_bbox: 0.5148 d0.loss_cls: 0.3177 d0.loss_bbox: 0.6095 d1.loss_cls: 0.2839 d1.loss_bbox: 0.5520 d2.loss_cls: 0.2708 d2.loss_bbox: 0.5296 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5221 d4.loss_cls: 0.2543 d4.loss_bbox: 0.5164 2022/12/24 04:20:01 - mmengine - INFO - Epoch(train) [18][3050/4689] lr: 3.9124e-05 eta: 10:24:30 time: 1.2479 data_time: 0.0587 memory: 14432 grad_norm: 80.6390 loss: 4.7775 loss_cls: 0.2413 loss_bbox: 0.5056 d0.loss_cls: 0.3059 d0.loss_bbox: 0.6079 d1.loss_cls: 0.2745 d1.loss_bbox: 0.5485 d2.loss_cls: 0.2577 d2.loss_bbox: 0.5246 d3.loss_cls: 0.2482 d3.loss_bbox: 0.5139 d4.loss_cls: 0.2432 d4.loss_bbox: 0.5061 2022/12/24 04:21:04 - mmengine - INFO - Epoch(train) [18][3100/4689] lr: 3.9124e-05 eta: 10:23:27 time: 1.2642 data_time: 0.0702 memory: 14432 grad_norm: 76.7962 loss: 4.8581 loss_cls: 0.2471 loss_bbox: 0.5138 d0.loss_cls: 0.3091 d0.loss_bbox: 0.6166 d1.loss_cls: 0.2791 d1.loss_bbox: 0.5565 d2.loss_cls: 0.2628 d2.loss_bbox: 0.5329 d3.loss_cls: 0.2540 d3.loss_bbox: 0.5217 d4.loss_cls: 0.2496 d4.loss_bbox: 0.5148 2022/12/24 04:22:08 - mmengine - INFO - Epoch(train) [18][3150/4689] lr: 3.9124e-05 eta: 10:22:25 time: 1.2784 data_time: 0.0699 memory: 14432 grad_norm: 66.2850 loss: 4.9795 loss_cls: 0.2647 loss_bbox: 0.5172 d0.loss_cls: 0.3274 d0.loss_bbox: 0.6246 d1.loss_cls: 0.2970 d1.loss_bbox: 0.5565 d2.loss_cls: 0.2803 d2.loss_bbox: 0.5319 d3.loss_cls: 0.2699 d3.loss_bbox: 0.5248 d4.loss_cls: 0.2654 d4.loss_bbox: 0.5199 2022/12/24 04:23:11 - mmengine - INFO - Epoch(train) [18][3200/4689] lr: 3.9124e-05 eta: 10:21:22 time: 1.2708 data_time: 0.0622 memory: 14432 grad_norm: 69.7798 loss: 4.8765 loss_cls: 0.2544 loss_bbox: 0.5073 d0.loss_cls: 0.3165 d0.loss_bbox: 0.6161 d1.loss_cls: 0.2856 d1.loss_bbox: 0.5534 d2.loss_cls: 0.2709 d2.loss_bbox: 0.5273 d3.loss_cls: 0.2614 d3.loss_bbox: 0.5174 d4.loss_cls: 0.2551 d4.loss_bbox: 0.5112 2022/12/24 04:24:15 - mmengine - INFO - Epoch(train) [18][3250/4689] lr: 3.9124e-05 eta: 10:20:19 time: 1.2658 data_time: 0.0636 memory: 14432 grad_norm: 65.9848 loss: 5.0639 loss_cls: 0.2714 loss_bbox: 0.5253 d0.loss_cls: 0.3275 d0.loss_bbox: 0.6301 d1.loss_cls: 0.3002 d1.loss_bbox: 0.5674 d2.loss_cls: 0.2876 d2.loss_bbox: 0.5429 d3.loss_cls: 0.2790 d3.loss_bbox: 0.5327 d4.loss_cls: 0.2723 d4.loss_bbox: 0.5275 2022/12/24 04:25:00 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 04:25:16 - mmengine - INFO - Epoch(train) [18][3300/4689] lr: 3.9124e-05 eta: 10:19:16 time: 1.2339 data_time: 0.0606 memory: 14432 grad_norm: 89.9350 loss: 4.8413 loss_cls: 0.2456 loss_bbox: 0.5135 d0.loss_cls: 0.3154 d0.loss_bbox: 0.6080 d1.loss_cls: 0.2833 d1.loss_bbox: 0.5453 d2.loss_cls: 0.2647 d2.loss_bbox: 0.5272 d3.loss_cls: 0.2553 d3.loss_bbox: 0.5192 d4.loss_cls: 0.2476 d4.loss_bbox: 0.5160 2022/12/24 04:26:20 - mmengine - INFO - Epoch(train) [18][3350/4689] lr: 3.9124e-05 eta: 10:18:13 time: 1.2668 data_time: 0.0608 memory: 14432 grad_norm: 71.5170 loss: 4.9741 loss_cls: 0.2575 loss_bbox: 0.5245 d0.loss_cls: 0.3210 d0.loss_bbox: 0.6202 d1.loss_cls: 0.2896 d1.loss_bbox: 0.5641 d2.loss_cls: 0.2738 d2.loss_bbox: 0.5397 d3.loss_cls: 0.2638 d3.loss_bbox: 0.5330 d4.loss_cls: 0.2602 d4.loss_bbox: 0.5267 2022/12/24 04:27:21 - mmengine - INFO - Epoch(train) [18][3400/4689] lr: 3.9124e-05 eta: 10:17:10 time: 1.2336 data_time: 0.0574 memory: 14432 grad_norm: 74.5129 loss: 4.8459 loss_cls: 0.2544 loss_bbox: 0.5035 d0.loss_cls: 0.3192 d0.loss_bbox: 0.6106 d1.loss_cls: 0.2862 d1.loss_bbox: 0.5464 d2.loss_cls: 0.2688 d2.loss_bbox: 0.5216 d3.loss_cls: 0.2605 d3.loss_bbox: 0.5127 d4.loss_cls: 0.2551 d4.loss_bbox: 0.5068 2022/12/24 04:28:24 - mmengine - INFO - Epoch(train) [18][3450/4689] lr: 3.9124e-05 eta: 10:16:07 time: 1.2606 data_time: 0.0610 memory: 14432 grad_norm: 63.2185 loss: 4.8233 loss_cls: 0.2471 loss_bbox: 0.5080 d0.loss_cls: 0.3098 d0.loss_bbox: 0.6130 d1.loss_cls: 0.2794 d1.loss_bbox: 0.5498 d2.loss_cls: 0.2602 d2.loss_bbox: 0.5273 d3.loss_cls: 0.2529 d3.loss_bbox: 0.5168 d4.loss_cls: 0.2489 d4.loss_bbox: 0.5099 2022/12/24 04:29:28 - mmengine - INFO - Epoch(train) [18][3500/4689] lr: 3.9124e-05 eta: 10:15:04 time: 1.2700 data_time: 0.0602 memory: 14432 grad_norm: 73.1514 loss: 4.8943 loss_cls: 0.2507 loss_bbox: 0.5182 d0.loss_cls: 0.3093 d0.loss_bbox: 0.6228 d1.loss_cls: 0.2795 d1.loss_bbox: 0.5606 d2.loss_cls: 0.2657 d2.loss_bbox: 0.5358 d3.loss_cls: 0.2548 d3.loss_bbox: 0.5256 d4.loss_cls: 0.2509 d4.loss_bbox: 0.5204 2022/12/24 04:30:32 - mmengine - INFO - Epoch(train) [18][3550/4689] lr: 3.9124e-05 eta: 10:14:02 time: 1.2877 data_time: 0.0679 memory: 14432 grad_norm: 74.5873 loss: 4.9862 loss_cls: 0.2604 loss_bbox: 0.5244 d0.loss_cls: 0.3209 d0.loss_bbox: 0.6265 d1.loss_cls: 0.2884 d1.loss_bbox: 0.5650 d2.loss_cls: 0.2740 d2.loss_bbox: 0.5426 d3.loss_cls: 0.2655 d3.loss_bbox: 0.5320 d4.loss_cls: 0.2610 d4.loss_bbox: 0.5255 2022/12/24 04:31:35 - mmengine - INFO - Epoch(train) [18][3600/4689] lr: 3.9124e-05 eta: 10:12:59 time: 1.2476 data_time: 0.0577 memory: 14432 grad_norm: 83.0289 loss: 4.8110 loss_cls: 0.2471 loss_bbox: 0.5080 d0.loss_cls: 0.3111 d0.loss_bbox: 0.6024 d1.loss_cls: 0.2786 d1.loss_bbox: 0.5484 d2.loss_cls: 0.2645 d2.loss_bbox: 0.5246 d3.loss_cls: 0.2546 d3.loss_bbox: 0.5147 d4.loss_cls: 0.2475 d4.loss_bbox: 0.5095 2022/12/24 04:32:38 - mmengine - INFO - Epoch(train) [18][3650/4689] lr: 3.9124e-05 eta: 10:11:56 time: 1.2660 data_time: 0.0682 memory: 14432 grad_norm: 66.5484 loss: 4.7355 loss_cls: 0.2385 loss_bbox: 0.4995 d0.loss_cls: 0.3026 d0.loss_bbox: 0.6060 d1.loss_cls: 0.2708 d1.loss_bbox: 0.5458 d2.loss_cls: 0.2563 d2.loss_bbox: 0.5175 d3.loss_cls: 0.2466 d3.loss_bbox: 0.5079 d4.loss_cls: 0.2413 d4.loss_bbox: 0.5027 2022/12/24 04:33:41 - mmengine - INFO - Epoch(train) [18][3700/4689] lr: 3.9124e-05 eta: 10:10:53 time: 1.2518 data_time: 0.0596 memory: 14432 grad_norm: 67.4920 loss: 4.9129 loss_cls: 0.2521 loss_bbox: 0.5186 d0.loss_cls: 0.3166 d0.loss_bbox: 0.6199 d1.loss_cls: 0.2829 d1.loss_bbox: 0.5588 d2.loss_cls: 0.2690 d2.loss_bbox: 0.5361 d3.loss_cls: 0.2593 d3.loss_bbox: 0.5264 d4.loss_cls: 0.2544 d4.loss_bbox: 0.5190 2022/12/24 04:34:43 - mmengine - INFO - Epoch(train) [18][3750/4689] lr: 3.9124e-05 eta: 10:09:50 time: 1.2548 data_time: 0.0697 memory: 14432 grad_norm: 62.7179 loss: 4.8331 loss_cls: 0.2507 loss_bbox: 0.5078 d0.loss_cls: 0.3107 d0.loss_bbox: 0.6105 d1.loss_cls: 0.2818 d1.loss_bbox: 0.5463 d2.loss_cls: 0.2667 d2.loss_bbox: 0.5244 d3.loss_cls: 0.2567 d3.loss_bbox: 0.5155 d4.loss_cls: 0.2523 d4.loss_bbox: 0.5097 2022/12/24 04:35:46 - mmengine - INFO - Epoch(train) [18][3800/4689] lr: 3.9124e-05 eta: 10:08:47 time: 1.2466 data_time: 0.0573 memory: 14432 grad_norm: 67.7136 loss: 4.8129 loss_cls: 0.2450 loss_bbox: 0.5085 d0.loss_cls: 0.3106 d0.loss_bbox: 0.6090 d1.loss_cls: 0.2771 d1.loss_bbox: 0.5501 d2.loss_cls: 0.2622 d2.loss_bbox: 0.5246 d3.loss_cls: 0.2520 d3.loss_bbox: 0.5166 d4.loss_cls: 0.2476 d4.loss_bbox: 0.5096 2022/12/24 04:36:48 - mmengine - INFO - Epoch(train) [18][3850/4689] lr: 3.9124e-05 eta: 10:07:44 time: 1.2488 data_time: 0.0546 memory: 14432 grad_norm: 84.7309 loss: 4.9683 loss_cls: 0.2528 loss_bbox: 0.5289 d0.loss_cls: 0.3168 d0.loss_bbox: 0.6240 d1.loss_cls: 0.2848 d1.loss_bbox: 0.5663 d2.loss_cls: 0.2691 d2.loss_bbox: 0.5461 d3.loss_cls: 0.2602 d3.loss_bbox: 0.5348 d4.loss_cls: 0.2553 d4.loss_bbox: 0.5291 2022/12/24 04:37:51 - mmengine - INFO - Epoch(train) [18][3900/4689] lr: 3.9124e-05 eta: 10:06:41 time: 1.2568 data_time: 0.0613 memory: 14432 grad_norm: 58.8156 loss: 4.9068 loss_cls: 0.2530 loss_bbox: 0.5146 d0.loss_cls: 0.3195 d0.loss_bbox: 0.6198 d1.loss_cls: 0.2871 d1.loss_bbox: 0.5575 d2.loss_cls: 0.2693 d2.loss_bbox: 0.5326 d3.loss_cls: 0.2606 d3.loss_bbox: 0.5218 d4.loss_cls: 0.2539 d4.loss_bbox: 0.5172 2022/12/24 04:38:54 - mmengine - INFO - Epoch(train) [18][3950/4689] lr: 3.9124e-05 eta: 10:05:38 time: 1.2614 data_time: 0.0562 memory: 14432 grad_norm: 64.7087 loss: 4.7511 loss_cls: 0.2457 loss_bbox: 0.4993 d0.loss_cls: 0.3042 d0.loss_bbox: 0.6027 d1.loss_cls: 0.2724 d1.loss_bbox: 0.5436 d2.loss_cls: 0.2557 d2.loss_bbox: 0.5217 d3.loss_cls: 0.2505 d3.loss_bbox: 0.5078 d4.loss_cls: 0.2465 d4.loss_bbox: 0.5011 2022/12/24 04:39:57 - mmengine - INFO - Epoch(train) [18][4000/4689] lr: 3.9124e-05 eta: 10:04:35 time: 1.2477 data_time: 0.0577 memory: 14432 grad_norm: 80.0890 loss: 4.8783 loss_cls: 0.2520 loss_bbox: 0.5118 d0.loss_cls: 0.3127 d0.loss_bbox: 0.6212 d1.loss_cls: 0.2811 d1.loss_bbox: 0.5569 d2.loss_cls: 0.2668 d2.loss_bbox: 0.5290 d3.loss_cls: 0.2605 d3.loss_bbox: 0.5185 d4.loss_cls: 0.2545 d4.loss_bbox: 0.5133 2022/12/24 04:41:00 - mmengine - INFO - Epoch(train) [18][4050/4689] lr: 3.9124e-05 eta: 10:03:32 time: 1.2598 data_time: 0.0585 memory: 14432 grad_norm: 69.0133 loss: 4.9162 loss_cls: 0.2550 loss_bbox: 0.5160 d0.loss_cls: 0.3201 d0.loss_bbox: 0.6173 d1.loss_cls: 0.2851 d1.loss_bbox: 0.5573 d2.loss_cls: 0.2684 d2.loss_bbox: 0.5368 d3.loss_cls: 0.2627 d3.loss_bbox: 0.5230 d4.loss_cls: 0.2572 d4.loss_bbox: 0.5175 2022/12/24 04:42:03 - mmengine - INFO - Epoch(train) [18][4100/4689] lr: 3.9124e-05 eta: 10:02:29 time: 1.2697 data_time: 0.0657 memory: 14432 grad_norm: 66.5497 loss: 4.8625 loss_cls: 0.2478 loss_bbox: 0.5136 d0.loss_cls: 0.3151 d0.loss_bbox: 0.6137 d1.loss_cls: 0.2804 d1.loss_bbox: 0.5564 d2.loss_cls: 0.2667 d2.loss_bbox: 0.5291 d3.loss_cls: 0.2560 d3.loss_bbox: 0.5200 d4.loss_cls: 0.2504 d4.loss_bbox: 0.5132 2022/12/24 04:43:07 - mmengine - INFO - Epoch(train) [18][4150/4689] lr: 3.9124e-05 eta: 10:01:26 time: 1.2723 data_time: 0.0615 memory: 14432 grad_norm: 73.3323 loss: 4.7016 loss_cls: 0.2381 loss_bbox: 0.4962 d0.loss_cls: 0.3037 d0.loss_bbox: 0.5980 d1.loss_cls: 0.2723 d1.loss_bbox: 0.5376 d2.loss_cls: 0.2576 d2.loss_bbox: 0.5115 d3.loss_cls: 0.2465 d3.loss_bbox: 0.5029 d4.loss_cls: 0.2408 d4.loss_bbox: 0.4965 2022/12/24 04:44:09 - mmengine - INFO - Epoch(train) [18][4200/4689] lr: 3.9124e-05 eta: 10:00:23 time: 1.2438 data_time: 0.0584 memory: 14432 grad_norm: 70.6276 loss: 4.8880 loss_cls: 0.2521 loss_bbox: 0.5125 d0.loss_cls: 0.3222 d0.loss_bbox: 0.6102 d1.loss_cls: 0.2861 d1.loss_bbox: 0.5526 d2.loss_cls: 0.2712 d2.loss_bbox: 0.5299 d3.loss_cls: 0.2597 d3.loss_bbox: 0.5220 d4.loss_cls: 0.2548 d4.loss_bbox: 0.5148 2022/12/24 04:45:12 - mmengine - INFO - Epoch(train) [18][4250/4689] lr: 3.9124e-05 eta: 9:59:20 time: 1.2595 data_time: 0.0618 memory: 14432 grad_norm: 82.5543 loss: 4.9590 loss_cls: 0.2573 loss_bbox: 0.5228 d0.loss_cls: 0.3206 d0.loss_bbox: 0.6223 d1.loss_cls: 0.2871 d1.loss_bbox: 0.5619 d2.loss_cls: 0.2704 d2.loss_bbox: 0.5401 d3.loss_cls: 0.2641 d3.loss_bbox: 0.5293 d4.loss_cls: 0.2597 d4.loss_bbox: 0.5235 2022/12/24 04:45:58 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 04:46:15 - mmengine - INFO - Epoch(train) [18][4300/4689] lr: 3.9124e-05 eta: 9:58:17 time: 1.2611 data_time: 0.0690 memory: 14432 grad_norm: 60.0652 loss: 4.6335 loss_cls: 0.2299 loss_bbox: 0.4927 d0.loss_cls: 0.2940 d0.loss_bbox: 0.5966 d1.loss_cls: 0.2606 d1.loss_bbox: 0.5371 d2.loss_cls: 0.2451 d2.loss_bbox: 0.5117 d3.loss_cls: 0.2376 d3.loss_bbox: 0.5015 d4.loss_cls: 0.2328 d4.loss_bbox: 0.4940 2022/12/24 04:47:17 - mmengine - INFO - Epoch(train) [18][4350/4689] lr: 3.9124e-05 eta: 9:57:14 time: 1.2438 data_time: 0.0593 memory: 14432 grad_norm: 77.2530 loss: 4.8210 loss_cls: 0.2525 loss_bbox: 0.5035 d0.loss_cls: 0.3136 d0.loss_bbox: 0.6065 d1.loss_cls: 0.2811 d1.loss_bbox: 0.5467 d2.loss_cls: 0.2644 d2.loss_bbox: 0.5227 d3.loss_cls: 0.2561 d3.loss_bbox: 0.5137 d4.loss_cls: 0.2538 d4.loss_bbox: 0.5064 2022/12/24 04:48:21 - mmengine - INFO - Epoch(train) [18][4400/4689] lr: 3.9124e-05 eta: 9:56:12 time: 1.2837 data_time: 0.0617 memory: 14432 grad_norm: 88.7688 loss: 5.1005 loss_cls: 0.2729 loss_bbox: 0.5277 d0.loss_cls: 0.3270 d0.loss_bbox: 0.6361 d1.loss_cls: 0.3006 d1.loss_bbox: 0.5750 d2.loss_cls: 0.2866 d2.loss_bbox: 0.5525 d3.loss_cls: 0.2799 d3.loss_bbox: 0.5374 d4.loss_cls: 0.2744 d4.loss_bbox: 0.5304 2022/12/24 04:49:25 - mmengine - INFO - Epoch(train) [18][4450/4689] lr: 3.9124e-05 eta: 9:55:09 time: 1.2698 data_time: 0.0654 memory: 14432 grad_norm: 102.5327 loss: 4.8992 loss_cls: 0.2557 loss_bbox: 0.5134 d0.loss_cls: 0.3168 d0.loss_bbox: 0.6141 d1.loss_cls: 0.2848 d1.loss_bbox: 0.5528 d2.loss_cls: 0.2737 d2.loss_bbox: 0.5298 d3.loss_cls: 0.2636 d3.loss_bbox: 0.5209 d4.loss_cls: 0.2589 d4.loss_bbox: 0.5146 2022/12/24 04:50:28 - mmengine - INFO - Epoch(train) [18][4500/4689] lr: 3.9124e-05 eta: 9:54:06 time: 1.2667 data_time: 0.0666 memory: 14432 grad_norm: 62.8851 loss: 4.7872 loss_cls: 0.2453 loss_bbox: 0.5039 d0.loss_cls: 0.3068 d0.loss_bbox: 0.6084 d1.loss_cls: 0.2758 d1.loss_bbox: 0.5466 d2.loss_cls: 0.2604 d2.loss_bbox: 0.5227 d3.loss_cls: 0.2518 d3.loss_bbox: 0.5127 d4.loss_cls: 0.2463 d4.loss_bbox: 0.5066 2022/12/24 04:51:32 - mmengine - INFO - Epoch(train) [18][4550/4689] lr: 3.9124e-05 eta: 9:53:03 time: 1.2696 data_time: 0.0619 memory: 14432 grad_norm: 70.5813 loss: 4.8613 loss_cls: 0.2419 loss_bbox: 0.5187 d0.loss_cls: 0.3052 d0.loss_bbox: 0.6270 d1.loss_cls: 0.2740 d1.loss_bbox: 0.5604 d2.loss_cls: 0.2605 d2.loss_bbox: 0.5345 d3.loss_cls: 0.2503 d3.loss_bbox: 0.5246 d4.loss_cls: 0.2447 d4.loss_bbox: 0.5195 2022/12/24 04:52:35 - mmengine - INFO - Epoch(train) [18][4600/4689] lr: 3.9124e-05 eta: 9:52:01 time: 1.2664 data_time: 0.0619 memory: 14432 grad_norm: 75.2190 loss: 4.9469 loss_cls: 0.2596 loss_bbox: 0.5196 d0.loss_cls: 0.3189 d0.loss_bbox: 0.6174 d1.loss_cls: 0.2867 d1.loss_bbox: 0.5609 d2.loss_cls: 0.2731 d2.loss_bbox: 0.5368 d3.loss_cls: 0.2649 d3.loss_bbox: 0.5268 d4.loss_cls: 0.2607 d4.loss_bbox: 0.5215 2022/12/24 04:53:38 - mmengine - INFO - Epoch(train) [18][4650/4689] lr: 3.9124e-05 eta: 9:50:58 time: 1.2547 data_time: 0.0662 memory: 14432 grad_norm: 63.8860 loss: 4.8878 loss_cls: 0.2533 loss_bbox: 0.5134 d0.loss_cls: 0.3183 d0.loss_bbox: 0.6155 d1.loss_cls: 0.2867 d1.loss_bbox: 0.5513 d2.loss_cls: 0.2696 d2.loss_bbox: 0.5286 d3.loss_cls: 0.2620 d3.loss_bbox: 0.5198 d4.loss_cls: 0.2551 d4.loss_bbox: 0.5141 2022/12/24 04:54:26 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 04:55:31 - mmengine - INFO - Epoch(train) [19][ 50/4689] lr: 2.9289e-05 eta: 9:49:06 time: 1.3048 data_time: 0.1174 memory: 14432 grad_norm: 68.8336 loss: 4.8005 loss_cls: 0.2519 loss_bbox: 0.5006 d0.loss_cls: 0.3127 d0.loss_bbox: 0.6053 d1.loss_cls: 0.2817 d1.loss_bbox: 0.5413 d2.loss_cls: 0.2692 d2.loss_bbox: 0.5163 d3.loss_cls: 0.2597 d3.loss_bbox: 0.5064 d4.loss_cls: 0.2541 d4.loss_bbox: 0.5014 2022/12/24 04:56:36 - mmengine - INFO - Epoch(train) [19][ 100/4689] lr: 2.9289e-05 eta: 9:48:04 time: 1.2904 data_time: 0.0682 memory: 14432 grad_norm: 77.3803 loss: 4.7569 loss_cls: 0.2465 loss_bbox: 0.4985 d0.loss_cls: 0.3076 d0.loss_bbox: 0.5990 d1.loss_cls: 0.2761 d1.loss_bbox: 0.5438 d2.loss_cls: 0.2604 d2.loss_bbox: 0.5176 d3.loss_cls: 0.2508 d3.loss_bbox: 0.5082 d4.loss_cls: 0.2481 d4.loss_bbox: 0.5002 2022/12/24 04:57:40 - mmengine - INFO - Epoch(train) [19][ 150/4689] lr: 2.9289e-05 eta: 9:47:01 time: 1.2802 data_time: 0.0661 memory: 14432 grad_norm: 59.0621 loss: 4.8505 loss_cls: 0.2479 loss_bbox: 0.5122 d0.loss_cls: 0.3053 d0.loss_bbox: 0.6196 d1.loss_cls: 0.2749 d1.loss_bbox: 0.5584 d2.loss_cls: 0.2612 d2.loss_bbox: 0.5321 d3.loss_cls: 0.2557 d3.loss_bbox: 0.5192 d4.loss_cls: 0.2492 d4.loss_bbox: 0.5147 2022/12/24 04:58:43 - mmengine - INFO - Epoch(train) [19][ 200/4689] lr: 2.9289e-05 eta: 9:45:58 time: 1.2531 data_time: 0.0628 memory: 14432 grad_norm: 91.5637 loss: 4.9171 loss_cls: 0.2567 loss_bbox: 0.5139 d0.loss_cls: 0.3192 d0.loss_bbox: 0.6208 d1.loss_cls: 0.2853 d1.loss_bbox: 0.5582 d2.loss_cls: 0.2693 d2.loss_bbox: 0.5345 d3.loss_cls: 0.2624 d3.loss_bbox: 0.5225 d4.loss_cls: 0.2589 d4.loss_bbox: 0.5152 2022/12/24 04:59:46 - mmengine - INFO - Epoch(train) [19][ 250/4689] lr: 2.9289e-05 eta: 9:44:55 time: 1.2677 data_time: 0.0673 memory: 14432 grad_norm: 66.6150 loss: 4.9180 loss_cls: 0.2549 loss_bbox: 0.5181 d0.loss_cls: 0.3147 d0.loss_bbox: 0.6153 d1.loss_cls: 0.2827 d1.loss_bbox: 0.5607 d2.loss_cls: 0.2682 d2.loss_bbox: 0.5380 d3.loss_cls: 0.2612 d3.loss_bbox: 0.5283 d4.loss_cls: 0.2562 d4.loss_bbox: 0.5198 2022/12/24 05:00:49 - mmengine - INFO - Epoch(train) [19][ 300/4689] lr: 2.9289e-05 eta: 9:43:52 time: 1.2609 data_time: 0.0607 memory: 14432 grad_norm: 74.1226 loss: 4.8843 loss_cls: 0.2598 loss_bbox: 0.5029 d0.loss_cls: 0.3222 d0.loss_bbox: 0.6148 d1.loss_cls: 0.2896 d1.loss_bbox: 0.5491 d2.loss_cls: 0.2760 d2.loss_bbox: 0.5232 d3.loss_cls: 0.2662 d3.loss_bbox: 0.5136 d4.loss_cls: 0.2612 d4.loss_bbox: 0.5056 2022/12/24 05:01:52 - mmengine - INFO - Epoch(train) [19][ 350/4689] lr: 2.9289e-05 eta: 9:42:49 time: 1.2561 data_time: 0.0634 memory: 14432 grad_norm: 69.5232 loss: 4.7488 loss_cls: 0.2406 loss_bbox: 0.5007 d0.loss_cls: 0.3045 d0.loss_bbox: 0.6078 d1.loss_cls: 0.2709 d1.loss_bbox: 0.5454 d2.loss_cls: 0.2580 d2.loss_bbox: 0.5184 d3.loss_cls: 0.2485 d3.loss_bbox: 0.5087 d4.loss_cls: 0.2428 d4.loss_bbox: 0.5025 2022/12/24 05:02:54 - mmengine - INFO - Epoch(train) [19][ 400/4689] lr: 2.9289e-05 eta: 9:41:46 time: 1.2342 data_time: 0.0616 memory: 14432 grad_norm: 76.1076 loss: 4.9903 loss_cls: 0.2708 loss_bbox: 0.5141 d0.loss_cls: 0.3299 d0.loss_bbox: 0.6154 d1.loss_cls: 0.2991 d1.loss_bbox: 0.5562 d2.loss_cls: 0.2857 d2.loss_bbox: 0.5320 d3.loss_cls: 0.2782 d3.loss_bbox: 0.5207 d4.loss_cls: 0.2735 d4.loss_bbox: 0.5149 2022/12/24 05:03:58 - mmengine - INFO - Epoch(train) [19][ 450/4689] lr: 2.9289e-05 eta: 9:40:43 time: 1.2799 data_time: 0.0750 memory: 14432 grad_norm: 93.8981 loss: 4.6954 loss_cls: 0.2457 loss_bbox: 0.4881 d0.loss_cls: 0.3060 d0.loss_bbox: 0.5942 d1.loss_cls: 0.2738 d1.loss_bbox: 0.5327 d2.loss_cls: 0.2599 d2.loss_bbox: 0.5080 d3.loss_cls: 0.2522 d3.loss_bbox: 0.4971 d4.loss_cls: 0.2471 d4.loss_bbox: 0.4905 2022/12/24 05:05:01 - mmengine - INFO - Epoch(train) [19][ 500/4689] lr: 2.9289e-05 eta: 9:39:41 time: 1.2633 data_time: 0.0616 memory: 14432 grad_norm: 57.9079 loss: 4.8176 loss_cls: 0.2455 loss_bbox: 0.5076 d0.loss_cls: 0.3050 d0.loss_bbox: 0.6149 d1.loss_cls: 0.2754 d1.loss_bbox: 0.5518 d2.loss_cls: 0.2614 d2.loss_bbox: 0.5279 d3.loss_cls: 0.2526 d3.loss_bbox: 0.5182 d4.loss_cls: 0.2480 d4.loss_bbox: 0.5093 2022/12/24 05:06:04 - mmengine - INFO - Epoch(train) [19][ 550/4689] lr: 2.9289e-05 eta: 9:38:38 time: 1.2670 data_time: 0.0634 memory: 14432 grad_norm: 78.2843 loss: 4.6456 loss_cls: 0.2359 loss_bbox: 0.4888 d0.loss_cls: 0.3045 d0.loss_bbox: 0.5918 d1.loss_cls: 0.2670 d1.loss_bbox: 0.5308 d2.loss_cls: 0.2547 d2.loss_bbox: 0.5047 d3.loss_cls: 0.2438 d3.loss_bbox: 0.4958 d4.loss_cls: 0.2382 d4.loss_bbox: 0.4897 2022/12/24 05:07:05 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 05:07:08 - mmengine - INFO - Epoch(train) [19][ 600/4689] lr: 2.9289e-05 eta: 9:37:35 time: 1.2710 data_time: 0.0657 memory: 14432 grad_norm: 60.4378 loss: 4.7099 loss_cls: 0.2392 loss_bbox: 0.4985 d0.loss_cls: 0.3024 d0.loss_bbox: 0.5930 d1.loss_cls: 0.2708 d1.loss_bbox: 0.5385 d2.loss_cls: 0.2560 d2.loss_bbox: 0.5157 d3.loss_cls: 0.2465 d3.loss_bbox: 0.5073 d4.loss_cls: 0.2408 d4.loss_bbox: 0.5012 2022/12/24 05:08:11 - mmengine - INFO - Epoch(train) [19][ 650/4689] lr: 2.9289e-05 eta: 9:36:32 time: 1.2682 data_time: 0.0664 memory: 14432 grad_norm: 74.0026 loss: 4.7496 loss_cls: 0.2410 loss_bbox: 0.5027 d0.loss_cls: 0.3059 d0.loss_bbox: 0.6034 d1.loss_cls: 0.2749 d1.loss_bbox: 0.5412 d2.loss_cls: 0.2598 d2.loss_bbox: 0.5171 d3.loss_cls: 0.2480 d3.loss_bbox: 0.5087 d4.loss_cls: 0.2437 d4.loss_bbox: 0.5033 2022/12/24 05:09:15 - mmengine - INFO - Epoch(train) [19][ 700/4689] lr: 2.9289e-05 eta: 9:35:30 time: 1.2804 data_time: 0.0600 memory: 14432 grad_norm: 54.6944 loss: 4.8068 loss_cls: 0.2513 loss_bbox: 0.5029 d0.loss_cls: 0.3115 d0.loss_bbox: 0.6028 d1.loss_cls: 0.2807 d1.loss_bbox: 0.5448 d2.loss_cls: 0.2656 d2.loss_bbox: 0.5206 d3.loss_cls: 0.2556 d3.loss_bbox: 0.5133 d4.loss_cls: 0.2527 d4.loss_bbox: 0.5050 2022/12/24 05:10:19 - mmengine - INFO - Epoch(train) [19][ 750/4689] lr: 2.9289e-05 eta: 9:34:27 time: 1.2763 data_time: 0.0623 memory: 14432 grad_norm: 54.9794 loss: 4.6950 loss_cls: 0.2367 loss_bbox: 0.4980 d0.loss_cls: 0.2915 d0.loss_bbox: 0.6030 d1.loss_cls: 0.2632 d1.loss_bbox: 0.5431 d2.loss_cls: 0.2519 d2.loss_bbox: 0.5178 d3.loss_cls: 0.2422 d3.loss_bbox: 0.5087 d4.loss_cls: 0.2387 d4.loss_bbox: 0.5002 2022/12/24 05:11:23 - mmengine - INFO - Epoch(train) [19][ 800/4689] lr: 2.9289e-05 eta: 9:33:25 time: 1.2870 data_time: 0.0634 memory: 14432 grad_norm: 63.7650 loss: 4.7893 loss_cls: 0.2475 loss_bbox: 0.5024 d0.loss_cls: 0.3078 d0.loss_bbox: 0.6070 d1.loss_cls: 0.2767 d1.loss_bbox: 0.5461 d2.loss_cls: 0.2614 d2.loss_bbox: 0.5218 d3.loss_cls: 0.2520 d3.loss_bbox: 0.5128 d4.loss_cls: 0.2488 d4.loss_bbox: 0.5052 2022/12/24 05:12:26 - mmengine - INFO - Epoch(train) [19][ 850/4689] lr: 2.9289e-05 eta: 9:32:22 time: 1.2599 data_time: 0.0662 memory: 14432 grad_norm: 83.8758 loss: 4.6722 loss_cls: 0.2393 loss_bbox: 0.4900 d0.loss_cls: 0.2994 d0.loss_bbox: 0.5944 d1.loss_cls: 0.2685 d1.loss_bbox: 0.5350 d2.loss_cls: 0.2538 d2.loss_bbox: 0.5128 d3.loss_cls: 0.2456 d3.loss_bbox: 0.4998 d4.loss_cls: 0.2407 d4.loss_bbox: 0.4929 2022/12/24 05:13:29 - mmengine - INFO - Epoch(train) [19][ 900/4689] lr: 2.9289e-05 eta: 9:31:19 time: 1.2579 data_time: 0.0576 memory: 14432 grad_norm: 69.2041 loss: 4.8937 loss_cls: 0.2588 loss_bbox: 0.5104 d0.loss_cls: 0.3209 d0.loss_bbox: 0.6105 d1.loss_cls: 0.2871 d1.loss_bbox: 0.5523 d2.loss_cls: 0.2701 d2.loss_bbox: 0.5294 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5197 d4.loss_cls: 0.2597 d4.loss_bbox: 0.5127 2022/12/24 05:14:33 - mmengine - INFO - Epoch(train) [19][ 950/4689] lr: 2.9289e-05 eta: 9:30:16 time: 1.2688 data_time: 0.0592 memory: 14432 grad_norm: 72.8843 loss: 4.6583 loss_cls: 0.2387 loss_bbox: 0.4879 d0.loss_cls: 0.2979 d0.loss_bbox: 0.5916 d1.loss_cls: 0.2697 d1.loss_bbox: 0.5330 d2.loss_cls: 0.2549 d2.loss_bbox: 0.5086 d3.loss_cls: 0.2458 d3.loss_bbox: 0.4986 d4.loss_cls: 0.2407 d4.loss_bbox: 0.4910 2022/12/24 05:15:35 - mmengine - INFO - Epoch(train) [19][1000/4689] lr: 2.9289e-05 eta: 9:29:13 time: 1.2500 data_time: 0.0579 memory: 14432 grad_norm: 76.1612 loss: 4.5500 loss_cls: 0.2301 loss_bbox: 0.4798 d0.loss_cls: 0.2956 d0.loss_bbox: 0.5760 d1.loss_cls: 0.2612 d1.loss_bbox: 0.5220 d2.loss_cls: 0.2476 d2.loss_bbox: 0.4987 d3.loss_cls: 0.2366 d3.loss_bbox: 0.4885 d4.loss_cls: 0.2315 d4.loss_bbox: 0.4824 2022/12/24 05:16:39 - mmengine - INFO - Epoch(train) [19][1050/4689] lr: 2.9289e-05 eta: 9:28:10 time: 1.2699 data_time: 0.0614 memory: 14432 grad_norm: 72.7472 loss: 4.6683 loss_cls: 0.2407 loss_bbox: 0.4896 d0.loss_cls: 0.3002 d0.loss_bbox: 0.5946 d1.loss_cls: 0.2686 d1.loss_bbox: 0.5335 d2.loss_cls: 0.2562 d2.loss_bbox: 0.5080 d3.loss_cls: 0.2457 d3.loss_bbox: 0.4974 d4.loss_cls: 0.2422 d4.loss_bbox: 0.4916 2022/12/24 05:17:42 - mmengine - INFO - Epoch(train) [19][1100/4689] lr: 2.9289e-05 eta: 9:27:07 time: 1.2551 data_time: 0.0696 memory: 14432 grad_norm: 66.3787 loss: 4.9637 loss_cls: 0.2656 loss_bbox: 0.5156 d0.loss_cls: 0.3284 d0.loss_bbox: 0.6091 d1.loss_cls: 0.2972 d1.loss_bbox: 0.5539 d2.loss_cls: 0.2817 d2.loss_bbox: 0.5310 d3.loss_cls: 0.2717 d3.loss_bbox: 0.5245 d4.loss_cls: 0.2666 d4.loss_bbox: 0.5183 2022/12/24 05:18:45 - mmengine - INFO - Epoch(train) [19][1150/4689] lr: 2.9289e-05 eta: 9:26:04 time: 1.2753 data_time: 0.0645 memory: 14432 grad_norm: 71.6783 loss: 4.7216 loss_cls: 0.2408 loss_bbox: 0.4993 d0.loss_cls: 0.3011 d0.loss_bbox: 0.5988 d1.loss_cls: 0.2708 d1.loss_bbox: 0.5393 d2.loss_cls: 0.2579 d2.loss_bbox: 0.5145 d3.loss_cls: 0.2486 d3.loss_bbox: 0.5074 d4.loss_cls: 0.2435 d4.loss_bbox: 0.4995 2022/12/24 05:19:49 - mmengine - INFO - Epoch(train) [19][1200/4689] lr: 2.9289e-05 eta: 9:25:02 time: 1.2623 data_time: 0.0664 memory: 14432 grad_norm: 63.0904 loss: 4.7319 loss_cls: 0.2417 loss_bbox: 0.5000 d0.loss_cls: 0.3053 d0.loss_bbox: 0.5979 d1.loss_cls: 0.2712 d1.loss_bbox: 0.5403 d2.loss_cls: 0.2580 d2.loss_bbox: 0.5169 d3.loss_cls: 0.2494 d3.loss_bbox: 0.5068 d4.loss_cls: 0.2436 d4.loss_bbox: 0.5008 2022/12/24 05:20:53 - mmengine - INFO - Epoch(train) [19][1250/4689] lr: 2.9289e-05 eta: 9:23:59 time: 1.2829 data_time: 0.0647 memory: 14432 grad_norm: 60.0966 loss: 4.5942 loss_cls: 0.2355 loss_bbox: 0.4826 d0.loss_cls: 0.2967 d0.loss_bbox: 0.5824 d1.loss_cls: 0.2665 d1.loss_bbox: 0.5227 d2.loss_cls: 0.2512 d2.loss_bbox: 0.4997 d3.loss_cls: 0.2427 d3.loss_bbox: 0.4924 d4.loss_cls: 0.2371 d4.loss_bbox: 0.4848 2022/12/24 05:21:57 - mmengine - INFO - Epoch(train) [19][1300/4689] lr: 2.9289e-05 eta: 9:22:57 time: 1.2931 data_time: 0.0727 memory: 14432 grad_norm: 69.2098 loss: 4.7546 loss_cls: 0.2420 loss_bbox: 0.5025 d0.loss_cls: 0.3035 d0.loss_bbox: 0.6033 d1.loss_cls: 0.2706 d1.loss_bbox: 0.5465 d2.loss_cls: 0.2581 d2.loss_bbox: 0.5191 d3.loss_cls: 0.2498 d3.loss_bbox: 0.5114 d4.loss_cls: 0.2433 d4.loss_bbox: 0.5046 2022/12/24 05:23:01 - mmengine - INFO - Epoch(train) [19][1350/4689] lr: 2.9289e-05 eta: 9:21:54 time: 1.2691 data_time: 0.0683 memory: 14432 grad_norm: 66.9102 loss: 4.6036 loss_cls: 0.2335 loss_bbox: 0.4864 d0.loss_cls: 0.2950 d0.loss_bbox: 0.5902 d1.loss_cls: 0.2636 d1.loss_bbox: 0.5272 d2.loss_cls: 0.2477 d2.loss_bbox: 0.5035 d3.loss_cls: 0.2386 d3.loss_bbox: 0.4945 d4.loss_cls: 0.2353 d4.loss_bbox: 0.4881 2022/12/24 05:24:04 - mmengine - INFO - Epoch(train) [19][1400/4689] lr: 2.9289e-05 eta: 9:20:51 time: 1.2658 data_time: 0.0659 memory: 14432 grad_norm: 98.0909 loss: 4.6810 loss_cls: 0.2392 loss_bbox: 0.4941 d0.loss_cls: 0.3007 d0.loss_bbox: 0.5878 d1.loss_cls: 0.2715 d1.loss_bbox: 0.5341 d2.loss_cls: 0.2561 d2.loss_bbox: 0.5118 d3.loss_cls: 0.2454 d3.loss_bbox: 0.5035 d4.loss_cls: 0.2409 d4.loss_bbox: 0.4959 2022/12/24 05:25:07 - mmengine - INFO - Epoch(train) [19][1450/4689] lr: 2.9289e-05 eta: 9:19:48 time: 1.2472 data_time: 0.0547 memory: 14432 grad_norm: 82.3750 loss: 4.6777 loss_cls: 0.2366 loss_bbox: 0.4957 d0.loss_cls: 0.3017 d0.loss_bbox: 0.5956 d1.loss_cls: 0.2681 d1.loss_bbox: 0.5359 d2.loss_cls: 0.2521 d2.loss_bbox: 0.5108 d3.loss_cls: 0.2426 d3.loss_bbox: 0.5030 d4.loss_cls: 0.2382 d4.loss_bbox: 0.4974 2022/12/24 05:26:11 - mmengine - INFO - Epoch(train) [19][1500/4689] lr: 2.9289e-05 eta: 9:18:45 time: 1.2855 data_time: 0.0762 memory: 14432 grad_norm: 69.1346 loss: 4.7937 loss_cls: 0.2455 loss_bbox: 0.5048 d0.loss_cls: 0.3051 d0.loss_bbox: 0.6098 d1.loss_cls: 0.2744 d1.loss_bbox: 0.5471 d2.loss_cls: 0.2609 d2.loss_bbox: 0.5238 d3.loss_cls: 0.2530 d3.loss_bbox: 0.5152 d4.loss_cls: 0.2479 d4.loss_bbox: 0.5062 2022/12/24 05:27:13 - mmengine - INFO - Epoch(train) [19][1550/4689] lr: 2.9289e-05 eta: 9:17:42 time: 1.2509 data_time: 0.0554 memory: 14432 grad_norm: 65.7067 loss: 4.7606 loss_cls: 0.2459 loss_bbox: 0.4984 d0.loss_cls: 0.3115 d0.loss_bbox: 0.6003 d1.loss_cls: 0.2770 d1.loss_bbox: 0.5418 d2.loss_cls: 0.2611 d2.loss_bbox: 0.5177 d3.loss_cls: 0.2508 d3.loss_bbox: 0.5083 d4.loss_cls: 0.2469 d4.loss_bbox: 0.5008 2022/12/24 05:28:13 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 05:28:16 - mmengine - INFO - Epoch(train) [19][1600/4689] lr: 2.9289e-05 eta: 9:16:39 time: 1.2456 data_time: 0.0637 memory: 14432 grad_norm: 81.6140 loss: 4.9098 loss_cls: 0.2545 loss_bbox: 0.5159 d0.loss_cls: 0.3133 d0.loss_bbox: 0.6212 d1.loss_cls: 0.2813 d1.loss_bbox: 0.5583 d2.loss_cls: 0.2677 d2.loss_bbox: 0.5364 d3.loss_cls: 0.2618 d3.loss_bbox: 0.5245 d4.loss_cls: 0.2554 d4.loss_bbox: 0.5195 2022/12/24 05:29:18 - mmengine - INFO - Epoch(train) [19][1650/4689] lr: 2.9289e-05 eta: 9:15:36 time: 1.2401 data_time: 0.0589 memory: 14432 grad_norm: 86.6643 loss: 4.8051 loss_cls: 0.2568 loss_bbox: 0.4969 d0.loss_cls: 0.3176 d0.loss_bbox: 0.5961 d1.loss_cls: 0.2889 d1.loss_bbox: 0.5372 d2.loss_cls: 0.2736 d2.loss_bbox: 0.5129 d3.loss_cls: 0.2637 d3.loss_bbox: 0.5045 d4.loss_cls: 0.2596 d4.loss_bbox: 0.4972 2022/12/24 05:30:21 - mmengine - INFO - Epoch(train) [19][1700/4689] lr: 2.9289e-05 eta: 9:14:33 time: 1.2625 data_time: 0.0631 memory: 14432 grad_norm: 76.2572 loss: 4.6407 loss_cls: 0.2328 loss_bbox: 0.4925 d0.loss_cls: 0.2976 d0.loss_bbox: 0.5912 d1.loss_cls: 0.2652 d1.loss_bbox: 0.5341 d2.loss_cls: 0.2502 d2.loss_bbox: 0.5082 d3.loss_cls: 0.2384 d3.loss_bbox: 0.5016 d4.loss_cls: 0.2346 d4.loss_bbox: 0.4945 2022/12/24 05:31:24 - mmengine - INFO - Epoch(train) [19][1750/4689] lr: 2.9289e-05 eta: 9:13:30 time: 1.2593 data_time: 0.0600 memory: 14432 grad_norm: 67.3338 loss: 4.7982 loss_cls: 0.2453 loss_bbox: 0.5043 d0.loss_cls: 0.3100 d0.loss_bbox: 0.6110 d1.loss_cls: 0.2770 d1.loss_bbox: 0.5482 d2.loss_cls: 0.2627 d2.loss_bbox: 0.5207 d3.loss_cls: 0.2557 d3.loss_bbox: 0.5095 d4.loss_cls: 0.2491 d4.loss_bbox: 0.5046 2022/12/24 05:32:27 - mmengine - INFO - Epoch(train) [19][1800/4689] lr: 2.9289e-05 eta: 9:12:27 time: 1.2634 data_time: 0.0596 memory: 14432 grad_norm: 85.9098 loss: 4.8141 loss_cls: 0.2519 loss_bbox: 0.5023 d0.loss_cls: 0.3108 d0.loss_bbox: 0.6067 d1.loss_cls: 0.2816 d1.loss_bbox: 0.5469 d2.loss_cls: 0.2669 d2.loss_bbox: 0.5221 d3.loss_cls: 0.2577 d3.loss_bbox: 0.5094 d4.loss_cls: 0.2535 d4.loss_bbox: 0.5044 2022/12/24 05:33:30 - mmengine - INFO - Epoch(train) [19][1850/4689] lr: 2.9289e-05 eta: 9:11:24 time: 1.2578 data_time: 0.0594 memory: 14432 grad_norm: 75.5948 loss: 4.8439 loss_cls: 0.2529 loss_bbox: 0.5077 d0.loss_cls: 0.3150 d0.loss_bbox: 0.6051 d1.loss_cls: 0.2862 d1.loss_bbox: 0.5471 d2.loss_cls: 0.2681 d2.loss_bbox: 0.5247 d3.loss_cls: 0.2593 d3.loss_bbox: 0.5145 d4.loss_cls: 0.2536 d4.loss_bbox: 0.5096 2022/12/24 05:34:34 - mmengine - INFO - Epoch(train) [19][1900/4689] lr: 2.9289e-05 eta: 9:10:22 time: 1.2836 data_time: 0.0801 memory: 14432 grad_norm: 74.2365 loss: 4.8726 loss_cls: 0.2438 loss_bbox: 0.5185 d0.loss_cls: 0.3101 d0.loss_bbox: 0.6210 d1.loss_cls: 0.2780 d1.loss_bbox: 0.5606 d2.loss_cls: 0.2632 d2.loss_bbox: 0.5336 d3.loss_cls: 0.2534 d3.loss_bbox: 0.5241 d4.loss_cls: 0.2461 d4.loss_bbox: 0.5201 2022/12/24 05:35:37 - mmengine - INFO - Epoch(train) [19][1950/4689] lr: 2.9289e-05 eta: 9:09:19 time: 1.2517 data_time: 0.0602 memory: 14432 grad_norm: 76.7960 loss: 4.7141 loss_cls: 0.2449 loss_bbox: 0.4924 d0.loss_cls: 0.3044 d0.loss_bbox: 0.5957 d1.loss_cls: 0.2747 d1.loss_bbox: 0.5361 d2.loss_cls: 0.2602 d2.loss_bbox: 0.5121 d3.loss_cls: 0.2525 d3.loss_bbox: 0.4997 d4.loss_cls: 0.2464 d4.loss_bbox: 0.4948 2022/12/24 05:36:40 - mmengine - INFO - Epoch(train) [19][2000/4689] lr: 2.9289e-05 eta: 9:08:16 time: 1.2566 data_time: 0.0586 memory: 14432 grad_norm: 76.4850 loss: 4.5960 loss_cls: 0.2342 loss_bbox: 0.4821 d0.loss_cls: 0.3001 d0.loss_bbox: 0.5877 d1.loss_cls: 0.2674 d1.loss_bbox: 0.5251 d2.loss_cls: 0.2508 d2.loss_bbox: 0.4988 d3.loss_cls: 0.2420 d3.loss_bbox: 0.4883 d4.loss_cls: 0.2372 d4.loss_bbox: 0.4824 2022/12/24 05:37:44 - mmengine - INFO - Epoch(train) [19][2050/4689] lr: 2.9289e-05 eta: 9:07:13 time: 1.2867 data_time: 0.0648 memory: 14432 grad_norm: 74.1355 loss: 4.7551 loss_cls: 0.2487 loss_bbox: 0.4962 d0.loss_cls: 0.3057 d0.loss_bbox: 0.5979 d1.loss_cls: 0.2754 d1.loss_bbox: 0.5433 d2.loss_cls: 0.2621 d2.loss_bbox: 0.5161 d3.loss_cls: 0.2549 d3.loss_bbox: 0.5056 d4.loss_cls: 0.2507 d4.loss_bbox: 0.4985 2022/12/24 05:38:47 - mmengine - INFO - Epoch(train) [19][2100/4689] lr: 2.9289e-05 eta: 9:06:10 time: 1.2602 data_time: 0.0587 memory: 14432 grad_norm: 71.0364 loss: 4.9371 loss_cls: 0.2562 loss_bbox: 0.5175 d0.loss_cls: 0.3197 d0.loss_bbox: 0.6199 d1.loss_cls: 0.2863 d1.loss_bbox: 0.5600 d2.loss_cls: 0.2709 d2.loss_bbox: 0.5385 d3.loss_cls: 0.2628 d3.loss_bbox: 0.5276 d4.loss_cls: 0.2587 d4.loss_bbox: 0.5189 2022/12/24 05:39:49 - mmengine - INFO - Epoch(train) [19][2150/4689] lr: 2.9289e-05 eta: 9:05:07 time: 1.2477 data_time: 0.0605 memory: 14432 grad_norm: 80.3214 loss: 4.6365 loss_cls: 0.2338 loss_bbox: 0.4925 d0.loss_cls: 0.2913 d0.loss_bbox: 0.5912 d1.loss_cls: 0.2644 d1.loss_bbox: 0.5348 d2.loss_cls: 0.2487 d2.loss_bbox: 0.5092 d3.loss_cls: 0.2397 d3.loss_bbox: 0.5015 d4.loss_cls: 0.2341 d4.loss_bbox: 0.4952 2022/12/24 05:40:54 - mmengine - INFO - Epoch(train) [19][2200/4689] lr: 2.9289e-05 eta: 9:04:05 time: 1.2952 data_time: 0.0681 memory: 14432 grad_norm: 78.3041 loss: 4.7255 loss_cls: 0.2459 loss_bbox: 0.4932 d0.loss_cls: 0.3103 d0.loss_bbox: 0.5956 d1.loss_cls: 0.2760 d1.loss_bbox: 0.5363 d2.loss_cls: 0.2611 d2.loss_bbox: 0.5108 d3.loss_cls: 0.2527 d3.loss_bbox: 0.5006 d4.loss_cls: 0.2476 d4.loss_bbox: 0.4953 2022/12/24 05:41:59 - mmengine - INFO - Epoch(train) [19][2250/4689] lr: 2.9289e-05 eta: 9:03:02 time: 1.2877 data_time: 0.0744 memory: 14432 grad_norm: 69.0245 loss: 4.5988 loss_cls: 0.2343 loss_bbox: 0.4830 d0.loss_cls: 0.2935 d0.loss_bbox: 0.5928 d1.loss_cls: 0.2655 d1.loss_bbox: 0.5264 d2.loss_cls: 0.2490 d2.loss_bbox: 0.5018 d3.loss_cls: 0.2394 d3.loss_bbox: 0.4915 d4.loss_cls: 0.2360 d4.loss_bbox: 0.4855 2022/12/24 05:43:01 - mmengine - INFO - Epoch(train) [19][2300/4689] lr: 2.9289e-05 eta: 9:01:59 time: 1.2545 data_time: 0.0651 memory: 14432 grad_norm: 100.9776 loss: 4.8264 loss_cls: 0.2512 loss_bbox: 0.5052 d0.loss_cls: 0.3113 d0.loss_bbox: 0.6082 d1.loss_cls: 0.2830 d1.loss_bbox: 0.5463 d2.loss_cls: 0.2665 d2.loss_bbox: 0.5234 d3.loss_cls: 0.2578 d3.loss_bbox: 0.5136 d4.loss_cls: 0.2524 d4.loss_bbox: 0.5075 2022/12/24 05:44:05 - mmengine - INFO - Epoch(train) [19][2350/4689] lr: 2.9289e-05 eta: 9:00:56 time: 1.2624 data_time: 0.0665 memory: 14432 grad_norm: 76.6815 loss: 4.6741 loss_cls: 0.2395 loss_bbox: 0.4890 d0.loss_cls: 0.3031 d0.loss_bbox: 0.5979 d1.loss_cls: 0.2713 d1.loss_bbox: 0.5321 d2.loss_cls: 0.2561 d2.loss_bbox: 0.5091 d3.loss_cls: 0.2464 d3.loss_bbox: 0.4973 d4.loss_cls: 0.2392 d4.loss_bbox: 0.4929 2022/12/24 05:45:08 - mmengine - INFO - Epoch(train) [19][2400/4689] lr: 2.9289e-05 eta: 8:59:54 time: 1.2663 data_time: 0.0651 memory: 14432 grad_norm: 69.3642 loss: 4.6455 loss_cls: 0.2306 loss_bbox: 0.4949 d0.loss_cls: 0.2928 d0.loss_bbox: 0.5991 d1.loss_cls: 0.2613 d1.loss_bbox: 0.5361 d2.loss_cls: 0.2460 d2.loss_bbox: 0.5142 d3.loss_cls: 0.2364 d3.loss_bbox: 0.5040 d4.loss_cls: 0.2329 d4.loss_bbox: 0.4972 2022/12/24 05:46:11 - mmengine - INFO - Epoch(train) [19][2450/4689] lr: 2.9289e-05 eta: 8:58:51 time: 1.2666 data_time: 0.0683 memory: 14432 grad_norm: 61.4674 loss: 4.7805 loss_cls: 0.2478 loss_bbox: 0.5033 d0.loss_cls: 0.3056 d0.loss_bbox: 0.6039 d1.loss_cls: 0.2772 d1.loss_bbox: 0.5397 d2.loss_cls: 0.2635 d2.loss_bbox: 0.5183 d3.loss_cls: 0.2541 d3.loss_bbox: 0.5122 d4.loss_cls: 0.2495 d4.loss_bbox: 0.5053 2022/12/24 05:47:16 - mmengine - INFO - Epoch(train) [19][2500/4689] lr: 2.9289e-05 eta: 8:57:48 time: 1.2931 data_time: 0.0712 memory: 14432 grad_norm: 85.3167 loss: 4.7680 loss_cls: 0.2429 loss_bbox: 0.5040 d0.loss_cls: 0.3013 d0.loss_bbox: 0.6129 d1.loss_cls: 0.2732 d1.loss_bbox: 0.5460 d2.loss_cls: 0.2585 d2.loss_bbox: 0.5196 d3.loss_cls: 0.2488 d3.loss_bbox: 0.5108 d4.loss_cls: 0.2439 d4.loss_bbox: 0.5062 2022/12/24 05:48:18 - mmengine - INFO - Epoch(train) [19][2550/4689] lr: 2.9289e-05 eta: 8:56:45 time: 1.2390 data_time: 0.0631 memory: 14432 grad_norm: 74.9024 loss: 4.7055 loss_cls: 0.2454 loss_bbox: 0.4898 d0.loss_cls: 0.3095 d0.loss_bbox: 0.5915 d1.loss_cls: 0.2753 d1.loss_bbox: 0.5313 d2.loss_cls: 0.2619 d2.loss_bbox: 0.5075 d3.loss_cls: 0.2535 d3.loss_bbox: 0.5003 d4.loss_cls: 0.2485 d4.loss_bbox: 0.4908 2022/12/24 05:49:17 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 05:49:20 - mmengine - INFO - Epoch(train) [19][2600/4689] lr: 2.9289e-05 eta: 8:55:42 time: 1.2387 data_time: 0.0637 memory: 14432 grad_norm: 73.7973 loss: 4.7685 loss_cls: 0.2517 loss_bbox: 0.4948 d0.loss_cls: 0.3144 d0.loss_bbox: 0.5995 d1.loss_cls: 0.2837 d1.loss_bbox: 0.5358 d2.loss_cls: 0.2681 d2.loss_bbox: 0.5114 d3.loss_cls: 0.2576 d3.loss_bbox: 0.5021 d4.loss_cls: 0.2544 d4.loss_bbox: 0.4949 2022/12/24 05:50:23 - mmengine - INFO - Epoch(train) [19][2650/4689] lr: 2.9289e-05 eta: 8:54:39 time: 1.2680 data_time: 0.0745 memory: 14432 grad_norm: 73.4962 loss: 4.8121 loss_cls: 0.2521 loss_bbox: 0.5029 d0.loss_cls: 0.3155 d0.loss_bbox: 0.6035 d1.loss_cls: 0.2822 d1.loss_bbox: 0.5409 d2.loss_cls: 0.2677 d2.loss_bbox: 0.5200 d3.loss_cls: 0.2594 d3.loss_bbox: 0.5100 d4.loss_cls: 0.2541 d4.loss_bbox: 0.5039 2022/12/24 05:51:27 - mmengine - INFO - Epoch(train) [19][2700/4689] lr: 2.9289e-05 eta: 8:53:36 time: 1.2745 data_time: 0.0588 memory: 14432 grad_norm: 81.4237 loss: 4.7747 loss_cls: 0.2430 loss_bbox: 0.5031 d0.loss_cls: 0.3045 d0.loss_bbox: 0.6111 d1.loss_cls: 0.2749 d1.loss_bbox: 0.5465 d2.loss_cls: 0.2591 d2.loss_bbox: 0.5207 d3.loss_cls: 0.2482 d3.loss_bbox: 0.5130 d4.loss_cls: 0.2439 d4.loss_bbox: 0.5065 2022/12/24 05:52:30 - mmengine - INFO - Epoch(train) [19][2750/4689] lr: 2.9289e-05 eta: 8:52:33 time: 1.2590 data_time: 0.0637 memory: 14432 grad_norm: 101.4689 loss: 4.7614 loss_cls: 0.2468 loss_bbox: 0.5007 d0.loss_cls: 0.3056 d0.loss_bbox: 0.6025 d1.loss_cls: 0.2764 d1.loss_bbox: 0.5391 d2.loss_cls: 0.2602 d2.loss_bbox: 0.5193 d3.loss_cls: 0.2527 d3.loss_bbox: 0.5077 d4.loss_cls: 0.2478 d4.loss_bbox: 0.5027 2022/12/24 05:53:32 - mmengine - INFO - Epoch(train) [19][2800/4689] lr: 2.9289e-05 eta: 8:51:30 time: 1.2361 data_time: 0.0618 memory: 14432 grad_norm: 91.0753 loss: 4.6631 loss_cls: 0.2297 loss_bbox: 0.4985 d0.loss_cls: 0.2963 d0.loss_bbox: 0.5980 d1.loss_cls: 0.2627 d1.loss_bbox: 0.5399 d2.loss_cls: 0.2464 d2.loss_bbox: 0.5164 d3.loss_cls: 0.2359 d3.loss_bbox: 0.5075 d4.loss_cls: 0.2316 d4.loss_bbox: 0.5001 2022/12/24 05:54:34 - mmengine - INFO - Epoch(train) [19][2850/4689] lr: 2.9289e-05 eta: 8:50:27 time: 1.2500 data_time: 0.0599 memory: 14432 grad_norm: 70.0426 loss: 4.8359 loss_cls: 0.2515 loss_bbox: 0.5039 d0.loss_cls: 0.3134 d0.loss_bbox: 0.6131 d1.loss_cls: 0.2829 d1.loss_bbox: 0.5482 d2.loss_cls: 0.2693 d2.loss_bbox: 0.5225 d3.loss_cls: 0.2576 d3.loss_bbox: 0.5144 d4.loss_cls: 0.2530 d4.loss_bbox: 0.5062 2022/12/24 05:55:37 - mmengine - INFO - Epoch(train) [19][2900/4689] lr: 2.9289e-05 eta: 8:49:24 time: 1.2600 data_time: 0.0602 memory: 14432 grad_norm: 65.1314 loss: 4.8738 loss_cls: 0.2496 loss_bbox: 0.5136 d0.loss_cls: 0.3150 d0.loss_bbox: 0.6142 d1.loss_cls: 0.2830 d1.loss_bbox: 0.5533 d2.loss_cls: 0.2680 d2.loss_bbox: 0.5302 d3.loss_cls: 0.2549 d3.loss_bbox: 0.5239 d4.loss_cls: 0.2513 d4.loss_bbox: 0.5167 2022/12/24 05:56:40 - mmengine - INFO - Epoch(train) [19][2950/4689] lr: 2.9289e-05 eta: 8:48:21 time: 1.2577 data_time: 0.0605 memory: 14432 grad_norm: 79.3862 loss: 4.7370 loss_cls: 0.2377 loss_bbox: 0.5044 d0.loss_cls: 0.3004 d0.loss_bbox: 0.6056 d1.loss_cls: 0.2700 d1.loss_bbox: 0.5422 d2.loss_cls: 0.2541 d2.loss_bbox: 0.5201 d3.loss_cls: 0.2463 d3.loss_bbox: 0.5105 d4.loss_cls: 0.2401 d4.loss_bbox: 0.5056 2022/12/24 05:57:43 - mmengine - INFO - Epoch(train) [19][3000/4689] lr: 2.9289e-05 eta: 8:47:18 time: 1.2615 data_time: 0.0667 memory: 14432 grad_norm: 65.3615 loss: 4.9628 loss_cls: 0.2623 loss_bbox: 0.5177 d0.loss_cls: 0.3196 d0.loss_bbox: 0.6190 d1.loss_cls: 0.2941 d1.loss_bbox: 0.5576 d2.loss_cls: 0.2763 d2.loss_bbox: 0.5363 d3.loss_cls: 0.2691 d3.loss_bbox: 0.5273 d4.loss_cls: 0.2635 d4.loss_bbox: 0.5200 2022/12/24 05:58:46 - mmengine - INFO - Epoch(train) [19][3050/4689] lr: 2.9289e-05 eta: 8:46:15 time: 1.2522 data_time: 0.0617 memory: 14432 grad_norm: 61.0560 loss: 4.8044 loss_cls: 0.2451 loss_bbox: 0.5096 d0.loss_cls: 0.3095 d0.loss_bbox: 0.6065 d1.loss_cls: 0.2791 d1.loss_bbox: 0.5447 d2.loss_cls: 0.2619 d2.loss_bbox: 0.5243 d3.loss_cls: 0.2525 d3.loss_bbox: 0.5141 d4.loss_cls: 0.2472 d4.loss_bbox: 0.5098 2022/12/24 05:59:50 - mmengine - INFO - Epoch(train) [19][3100/4689] lr: 2.9289e-05 eta: 8:45:12 time: 1.2726 data_time: 0.0647 memory: 14432 grad_norm: 58.9358 loss: 4.7550 loss_cls: 0.2464 loss_bbox: 0.4993 d0.loss_cls: 0.3066 d0.loss_bbox: 0.5977 d1.loss_cls: 0.2763 d1.loss_bbox: 0.5385 d2.loss_cls: 0.2635 d2.loss_bbox: 0.5166 d3.loss_cls: 0.2539 d3.loss_bbox: 0.5068 d4.loss_cls: 0.2472 d4.loss_bbox: 0.5022 2022/12/24 06:00:54 - mmengine - INFO - Epoch(train) [19][3150/4689] lr: 2.9289e-05 eta: 8:44:10 time: 1.2957 data_time: 0.0598 memory: 14432 grad_norm: 63.8272 loss: 4.7129 loss_cls: 0.2375 loss_bbox: 0.4993 d0.loss_cls: 0.2994 d0.loss_bbox: 0.6043 d1.loss_cls: 0.2693 d1.loss_bbox: 0.5396 d2.loss_cls: 0.2542 d2.loss_bbox: 0.5175 d3.loss_cls: 0.2445 d3.loss_bbox: 0.5065 d4.loss_cls: 0.2399 d4.loss_bbox: 0.5008 2022/12/24 06:01:58 - mmengine - INFO - Epoch(train) [19][3200/4689] lr: 2.9289e-05 eta: 8:43:07 time: 1.2700 data_time: 0.0613 memory: 14432 grad_norm: 62.2656 loss: 4.6285 loss_cls: 0.2344 loss_bbox: 0.4884 d0.loss_cls: 0.2944 d0.loss_bbox: 0.5929 d1.loss_cls: 0.2646 d1.loss_bbox: 0.5329 d2.loss_cls: 0.2493 d2.loss_bbox: 0.5074 d3.loss_cls: 0.2419 d3.loss_bbox: 0.4960 d4.loss_cls: 0.2361 d4.loss_bbox: 0.4901 2022/12/24 06:03:02 - mmengine - INFO - Epoch(train) [19][3250/4689] lr: 2.9289e-05 eta: 8:42:05 time: 1.2791 data_time: 0.0618 memory: 14432 grad_norm: 82.0570 loss: 4.7693 loss_cls: 0.2428 loss_bbox: 0.5056 d0.loss_cls: 0.3079 d0.loss_bbox: 0.6030 d1.loss_cls: 0.2741 d1.loss_bbox: 0.5428 d2.loss_cls: 0.2588 d2.loss_bbox: 0.5201 d3.loss_cls: 0.2504 d3.loss_bbox: 0.5124 d4.loss_cls: 0.2448 d4.loss_bbox: 0.5066 2022/12/24 06:04:04 - mmengine - INFO - Epoch(train) [19][3300/4689] lr: 2.9289e-05 eta: 8:41:01 time: 1.2434 data_time: 0.0631 memory: 14432 grad_norm: 62.7717 loss: 4.8756 loss_cls: 0.2563 loss_bbox: 0.5082 d0.loss_cls: 0.3180 d0.loss_bbox: 0.6114 d1.loss_cls: 0.2885 d1.loss_bbox: 0.5492 d2.loss_cls: 0.2733 d2.loss_bbox: 0.5259 d3.loss_cls: 0.2641 d3.loss_bbox: 0.5139 d4.loss_cls: 0.2582 d4.loss_bbox: 0.5085 2022/12/24 06:05:07 - mmengine - INFO - Epoch(train) [19][3350/4689] lr: 2.9289e-05 eta: 8:39:58 time: 1.2549 data_time: 0.0588 memory: 14432 grad_norm: 57.7029 loss: 4.6943 loss_cls: 0.2395 loss_bbox: 0.4960 d0.loss_cls: 0.2963 d0.loss_bbox: 0.5990 d1.loss_cls: 0.2692 d1.loss_bbox: 0.5391 d2.loss_cls: 0.2538 d2.loss_bbox: 0.5139 d3.loss_cls: 0.2445 d3.loss_bbox: 0.5046 d4.loss_cls: 0.2399 d4.loss_bbox: 0.4984 2022/12/24 06:06:10 - mmengine - INFO - Epoch(train) [19][3400/4689] lr: 2.9289e-05 eta: 8:38:56 time: 1.2585 data_time: 0.0678 memory: 14432 grad_norm: 65.3475 loss: 4.6866 loss_cls: 0.2399 loss_bbox: 0.4951 d0.loss_cls: 0.3008 d0.loss_bbox: 0.5950 d1.loss_cls: 0.2703 d1.loss_bbox: 0.5332 d2.loss_cls: 0.2561 d2.loss_bbox: 0.5094 d3.loss_cls: 0.2464 d3.loss_bbox: 0.5024 d4.loss_cls: 0.2430 d4.loss_bbox: 0.4950 2022/12/24 06:07:11 - mmengine - INFO - Epoch(train) [19][3450/4689] lr: 2.9289e-05 eta: 8:37:52 time: 1.2316 data_time: 0.0610 memory: 14432 grad_norm: 78.6887 loss: 4.6336 loss_cls: 0.2377 loss_bbox: 0.4850 d0.loss_cls: 0.2971 d0.loss_bbox: 0.5904 d1.loss_cls: 0.2676 d1.loss_bbox: 0.5312 d2.loss_cls: 0.2532 d2.loss_bbox: 0.5056 d3.loss_cls: 0.2439 d3.loss_bbox: 0.4952 d4.loss_cls: 0.2397 d4.loss_bbox: 0.4872 2022/12/24 06:08:14 - mmengine - INFO - Epoch(train) [19][3500/4689] lr: 2.9289e-05 eta: 8:36:49 time: 1.2451 data_time: 0.0582 memory: 14432 grad_norm: 78.5818 loss: 4.8160 loss_cls: 0.2483 loss_bbox: 0.5045 d0.loss_cls: 0.3150 d0.loss_bbox: 0.6063 d1.loss_cls: 0.2808 d1.loss_bbox: 0.5468 d2.loss_cls: 0.2646 d2.loss_bbox: 0.5225 d3.loss_cls: 0.2571 d3.loss_bbox: 0.5132 d4.loss_cls: 0.2517 d4.loss_bbox: 0.5053 2022/12/24 06:09:16 - mmengine - INFO - Epoch(train) [19][3550/4689] lr: 2.9289e-05 eta: 8:35:46 time: 1.2476 data_time: 0.0538 memory: 14432 grad_norm: 75.8871 loss: 4.6584 loss_cls: 0.2398 loss_bbox: 0.4867 d0.loss_cls: 0.2992 d0.loss_bbox: 0.5952 d1.loss_cls: 0.2702 d1.loss_bbox: 0.5325 d2.loss_cls: 0.2527 d2.loss_bbox: 0.5090 d3.loss_cls: 0.2458 d3.loss_bbox: 0.4967 d4.loss_cls: 0.2431 d4.loss_bbox: 0.4877 2022/12/24 06:10:17 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 06:10:19 - mmengine - INFO - Epoch(train) [19][3600/4689] lr: 2.9289e-05 eta: 8:34:43 time: 1.2667 data_time: 0.0543 memory: 14432 grad_norm: 75.7148 loss: 4.6572 loss_cls: 0.2377 loss_bbox: 0.4916 d0.loss_cls: 0.2967 d0.loss_bbox: 0.5957 d1.loss_cls: 0.2641 d1.loss_bbox: 0.5348 d2.loss_cls: 0.2506 d2.loss_bbox: 0.5098 d3.loss_cls: 0.2435 d3.loss_bbox: 0.5002 d4.loss_cls: 0.2397 d4.loss_bbox: 0.4926 2022/12/24 06:11:21 - mmengine - INFO - Epoch(train) [19][3650/4689] lr: 2.9289e-05 eta: 8:33:40 time: 1.2257 data_time: 0.0515 memory: 14432 grad_norm: 74.8056 loss: 4.9136 loss_cls: 0.2678 loss_bbox: 0.5017 d0.loss_cls: 0.3277 d0.loss_bbox: 0.6095 d1.loss_cls: 0.2973 d1.loss_bbox: 0.5467 d2.loss_cls: 0.2840 d2.loss_bbox: 0.5193 d3.loss_cls: 0.2751 d3.loss_bbox: 0.5108 d4.loss_cls: 0.2695 d4.loss_bbox: 0.5044 2022/12/24 06:12:24 - mmengine - INFO - Epoch(train) [19][3700/4689] lr: 2.9289e-05 eta: 8:32:37 time: 1.2688 data_time: 0.0622 memory: 14432 grad_norm: 82.8081 loss: 4.4663 loss_cls: 0.2225 loss_bbox: 0.4743 d0.loss_cls: 0.2786 d0.loss_bbox: 0.5803 d1.loss_cls: 0.2493 d1.loss_bbox: 0.5196 d2.loss_cls: 0.2361 d2.loss_bbox: 0.4945 d3.loss_cls: 0.2270 d3.loss_bbox: 0.4841 d4.loss_cls: 0.2239 d4.loss_bbox: 0.4761 2022/12/24 06:13:27 - mmengine - INFO - Epoch(train) [19][3750/4689] lr: 2.9289e-05 eta: 8:31:34 time: 1.2609 data_time: 0.0650 memory: 14432 grad_norm: 79.0874 loss: 4.6222 loss_cls: 0.2314 loss_bbox: 0.4895 d0.loss_cls: 0.2919 d0.loss_bbox: 0.5958 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5367 d2.loss_cls: 0.2474 d2.loss_bbox: 0.5100 d3.loss_cls: 0.2391 d3.loss_bbox: 0.4967 d4.loss_cls: 0.2335 d4.loss_bbox: 0.4904 2022/12/24 06:14:32 - mmengine - INFO - Epoch(train) [19][3800/4689] lr: 2.9289e-05 eta: 8:30:31 time: 1.2853 data_time: 0.0629 memory: 14432 grad_norm: 75.3637 loss: 4.7140 loss_cls: 0.2431 loss_bbox: 0.4923 d0.loss_cls: 0.3049 d0.loss_bbox: 0.6068 d1.loss_cls: 0.2728 d1.loss_bbox: 0.5347 d2.loss_cls: 0.2591 d2.loss_bbox: 0.5098 d3.loss_cls: 0.2504 d3.loss_bbox: 0.5008 d4.loss_cls: 0.2446 d4.loss_bbox: 0.4946 2022/12/24 06:15:35 - mmengine - INFO - Epoch(train) [19][3850/4689] lr: 2.9289e-05 eta: 8:29:29 time: 1.2637 data_time: 0.0605 memory: 14432 grad_norm: 80.8289 loss: 4.7389 loss_cls: 0.2430 loss_bbox: 0.5029 d0.loss_cls: 0.2986 d0.loss_bbox: 0.6010 d1.loss_cls: 0.2693 d1.loss_bbox: 0.5418 d2.loss_cls: 0.2579 d2.loss_bbox: 0.5172 d3.loss_cls: 0.2493 d3.loss_bbox: 0.5101 d4.loss_cls: 0.2443 d4.loss_bbox: 0.5034 2022/12/24 06:16:38 - mmengine - INFO - Epoch(train) [19][3900/4689] lr: 2.9289e-05 eta: 8:28:26 time: 1.2671 data_time: 0.0683 memory: 14432 grad_norm: 69.6736 loss: 4.6794 loss_cls: 0.2372 loss_bbox: 0.4910 d0.loss_cls: 0.3021 d0.loss_bbox: 0.6036 d1.loss_cls: 0.2680 d1.loss_bbox: 0.5359 d2.loss_cls: 0.2540 d2.loss_bbox: 0.5105 d3.loss_cls: 0.2455 d3.loss_bbox: 0.4991 d4.loss_cls: 0.2393 d4.loss_bbox: 0.4933 2022/12/24 06:17:41 - mmengine - INFO - Epoch(train) [19][3950/4689] lr: 2.9289e-05 eta: 8:27:23 time: 1.2588 data_time: 0.0574 memory: 14432 grad_norm: 71.5052 loss: 4.8159 loss_cls: 0.2457 loss_bbox: 0.5090 d0.loss_cls: 0.3074 d0.loss_bbox: 0.6090 d1.loss_cls: 0.2742 d1.loss_bbox: 0.5530 d2.loss_cls: 0.2609 d2.loss_bbox: 0.5266 d3.loss_cls: 0.2537 d3.loss_bbox: 0.5168 d4.loss_cls: 0.2485 d4.loss_bbox: 0.5110 2022/12/24 06:18:43 - mmengine - INFO - Epoch(train) [19][4000/4689] lr: 2.9289e-05 eta: 8:26:20 time: 1.2428 data_time: 0.0591 memory: 14432 grad_norm: 70.2322 loss: 4.6216 loss_cls: 0.2302 loss_bbox: 0.4920 d0.loss_cls: 0.2957 d0.loss_bbox: 0.5896 d1.loss_cls: 0.2618 d1.loss_bbox: 0.5323 d2.loss_cls: 0.2466 d2.loss_bbox: 0.5101 d3.loss_cls: 0.2356 d3.loss_bbox: 0.5016 d4.loss_cls: 0.2319 d4.loss_bbox: 0.4942 2022/12/24 06:19:45 - mmengine - INFO - Epoch(train) [19][4050/4689] lr: 2.9289e-05 eta: 8:25:17 time: 1.2443 data_time: 0.0623 memory: 14432 grad_norm: 83.6686 loss: 4.7712 loss_cls: 0.2422 loss_bbox: 0.5028 d0.loss_cls: 0.3041 d0.loss_bbox: 0.6096 d1.loss_cls: 0.2746 d1.loss_bbox: 0.5466 d2.loss_cls: 0.2595 d2.loss_bbox: 0.5220 d3.loss_cls: 0.2490 d3.loss_bbox: 0.5122 d4.loss_cls: 0.2432 d4.loss_bbox: 0.5054 2022/12/24 06:20:49 - mmengine - INFO - Epoch(train) [19][4100/4689] lr: 2.9289e-05 eta: 8:24:14 time: 1.2756 data_time: 0.0568 memory: 14432 grad_norm: 71.0925 loss: 4.7021 loss_cls: 0.2363 loss_bbox: 0.4963 d0.loss_cls: 0.3002 d0.loss_bbox: 0.6013 d1.loss_cls: 0.2677 d1.loss_bbox: 0.5420 d2.loss_cls: 0.2523 d2.loss_bbox: 0.5187 d3.loss_cls: 0.2449 d3.loss_bbox: 0.5052 d4.loss_cls: 0.2400 d4.loss_bbox: 0.4972 2022/12/24 06:21:53 - mmengine - INFO - Epoch(train) [19][4150/4689] lr: 2.9289e-05 eta: 8:23:11 time: 1.2654 data_time: 0.0599 memory: 14432 grad_norm: 78.8202 loss: 4.8244 loss_cls: 0.2567 loss_bbox: 0.4983 d0.loss_cls: 0.3153 d0.loss_bbox: 0.6050 d1.loss_cls: 0.2861 d1.loss_bbox: 0.5434 d2.loss_cls: 0.2712 d2.loss_bbox: 0.5188 d3.loss_cls: 0.2628 d3.loss_bbox: 0.5074 d4.loss_cls: 0.2584 d4.loss_bbox: 0.5008 2022/12/24 06:22:56 - mmengine - INFO - Epoch(train) [19][4200/4689] lr: 2.9289e-05 eta: 8:22:08 time: 1.2635 data_time: 0.0653 memory: 14432 grad_norm: 68.4776 loss: 4.7314 loss_cls: 0.2431 loss_bbox: 0.4946 d0.loss_cls: 0.3041 d0.loss_bbox: 0.6083 d1.loss_cls: 0.2710 d1.loss_bbox: 0.5425 d2.loss_cls: 0.2587 d2.loss_bbox: 0.5144 d3.loss_cls: 0.2501 d3.loss_bbox: 0.5028 d4.loss_cls: 0.2453 d4.loss_bbox: 0.4966 2022/12/24 06:23:58 - mmengine - INFO - Epoch(train) [19][4250/4689] lr: 2.9289e-05 eta: 8:21:05 time: 1.2497 data_time: 0.0602 memory: 14432 grad_norm: 75.4803 loss: 4.8492 loss_cls: 0.2536 loss_bbox: 0.5101 d0.loss_cls: 0.3157 d0.loss_bbox: 0.6040 d1.loss_cls: 0.2826 d1.loss_bbox: 0.5487 d2.loss_cls: 0.2681 d2.loss_bbox: 0.5234 d3.loss_cls: 0.2588 d3.loss_bbox: 0.5172 d4.loss_cls: 0.2550 d4.loss_bbox: 0.5121 2022/12/24 06:25:01 - mmengine - INFO - Epoch(train) [19][4300/4689] lr: 2.9289e-05 eta: 8:20:02 time: 1.2484 data_time: 0.0678 memory: 14432 grad_norm: 80.4567 loss: 4.8830 loss_cls: 0.2602 loss_bbox: 0.5051 d0.loss_cls: 0.3217 d0.loss_bbox: 0.6086 d1.loss_cls: 0.2922 d1.loss_bbox: 0.5461 d2.loss_cls: 0.2770 d2.loss_bbox: 0.5213 d3.loss_cls: 0.2680 d3.loss_bbox: 0.5133 d4.loss_cls: 0.2612 d4.loss_bbox: 0.5082 2022/12/24 06:26:04 - mmengine - INFO - Epoch(train) [19][4350/4689] lr: 2.9289e-05 eta: 8:18:59 time: 1.2591 data_time: 0.0611 memory: 14432 grad_norm: 62.1730 loss: 4.7576 loss_cls: 0.2422 loss_bbox: 0.5028 d0.loss_cls: 0.3037 d0.loss_bbox: 0.6041 d1.loss_cls: 0.2731 d1.loss_bbox: 0.5457 d2.loss_cls: 0.2579 d2.loss_bbox: 0.5200 d3.loss_cls: 0.2482 d3.loss_bbox: 0.5117 d4.loss_cls: 0.2448 d4.loss_bbox: 0.5035 2022/12/24 06:27:07 - mmengine - INFO - Epoch(train) [19][4400/4689] lr: 2.9289e-05 eta: 8:17:56 time: 1.2676 data_time: 0.0603 memory: 14432 grad_norm: 69.9993 loss: 4.6651 loss_cls: 0.2362 loss_bbox: 0.4908 d0.loss_cls: 0.2973 d0.loss_bbox: 0.5986 d1.loss_cls: 0.2689 d1.loss_bbox: 0.5348 d2.loss_cls: 0.2543 d2.loss_bbox: 0.5085 d3.loss_cls: 0.2440 d3.loss_bbox: 0.4997 d4.loss_cls: 0.2394 d4.loss_bbox: 0.4925 2022/12/24 06:28:10 - mmengine - INFO - Epoch(train) [19][4450/4689] lr: 2.9289e-05 eta: 8:16:53 time: 1.2623 data_time: 0.0600 memory: 14432 grad_norm: 71.2425 loss: 4.6703 loss_cls: 0.2364 loss_bbox: 0.4949 d0.loss_cls: 0.2974 d0.loss_bbox: 0.5938 d1.loss_cls: 0.2680 d1.loss_bbox: 0.5344 d2.loss_cls: 0.2529 d2.loss_bbox: 0.5120 d3.loss_cls: 0.2428 d3.loss_bbox: 0.5027 d4.loss_cls: 0.2383 d4.loss_bbox: 0.4965 2022/12/24 06:29:13 - mmengine - INFO - Epoch(train) [19][4500/4689] lr: 2.9289e-05 eta: 8:15:50 time: 1.2522 data_time: 0.0555 memory: 14432 grad_norm: 73.8081 loss: 4.6852 loss_cls: 0.2410 loss_bbox: 0.4909 d0.loss_cls: 0.3019 d0.loss_bbox: 0.6014 d1.loss_cls: 0.2698 d1.loss_bbox: 0.5344 d2.loss_cls: 0.2564 d2.loss_bbox: 0.5078 d3.loss_cls: 0.2463 d3.loss_bbox: 0.4989 d4.loss_cls: 0.2428 d4.loss_bbox: 0.4934 2022/12/24 06:30:16 - mmengine - INFO - Epoch(train) [19][4550/4689] lr: 2.9289e-05 eta: 8:14:47 time: 1.2630 data_time: 0.0589 memory: 14432 grad_norm: 72.8847 loss: 4.7761 loss_cls: 0.2431 loss_bbox: 0.5042 d0.loss_cls: 0.3073 d0.loss_bbox: 0.6056 d1.loss_cls: 0.2756 d1.loss_bbox: 0.5464 d2.loss_cls: 0.2589 d2.loss_bbox: 0.5236 d3.loss_cls: 0.2494 d3.loss_bbox: 0.5110 d4.loss_cls: 0.2450 d4.loss_bbox: 0.5059 2022/12/24 06:31:17 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 06:31:19 - mmengine - INFO - Epoch(train) [19][4600/4689] lr: 2.9289e-05 eta: 8:13:44 time: 1.2621 data_time: 0.0618 memory: 14432 grad_norm: 67.2503 loss: 4.8453 loss_cls: 0.2500 loss_bbox: 0.5103 d0.loss_cls: 0.3119 d0.loss_bbox: 0.6116 d1.loss_cls: 0.2790 d1.loss_bbox: 0.5547 d2.loss_cls: 0.2629 d2.loss_bbox: 0.5286 d3.loss_cls: 0.2545 d3.loss_bbox: 0.5192 d4.loss_cls: 0.2513 d4.loss_bbox: 0.5115 2022/12/24 06:32:22 - mmengine - INFO - Epoch(train) [19][4650/4689] lr: 2.9289e-05 eta: 8:12:42 time: 1.2668 data_time: 0.0726 memory: 14432 grad_norm: 81.3303 loss: 4.7068 loss_cls: 0.2359 loss_bbox: 0.5009 d0.loss_cls: 0.2981 d0.loss_bbox: 0.6036 d1.loss_cls: 0.2624 d1.loss_bbox: 0.5450 d2.loss_cls: 0.2505 d2.loss_bbox: 0.5194 d3.loss_cls: 0.2415 d3.loss_bbox: 0.5095 d4.loss_cls: 0.2370 d4.loss_bbox: 0.5029 2022/12/24 06:33:09 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 06:34:15 - mmengine - INFO - Epoch(train) [20][ 50/4689] lr: 2.0665e-05 eta: 8:10:50 time: 1.3155 data_time: 0.1067 memory: 14432 grad_norm: 68.3214 loss: 4.8489 loss_cls: 0.2465 loss_bbox: 0.5137 d0.loss_cls: 0.3096 d0.loss_bbox: 0.6124 d1.loss_cls: 0.2822 d1.loss_bbox: 0.5505 d2.loss_cls: 0.2655 d2.loss_bbox: 0.5283 d3.loss_cls: 0.2554 d3.loss_bbox: 0.5205 d4.loss_cls: 0.2490 d4.loss_bbox: 0.5154 2022/12/24 06:35:18 - mmengine - INFO - Epoch(train) [20][ 100/4689] lr: 2.0665e-05 eta: 8:09:47 time: 1.2595 data_time: 0.0531 memory: 14432 grad_norm: 67.4950 loss: 4.6098 loss_cls: 0.2328 loss_bbox: 0.4863 d0.loss_cls: 0.2952 d0.loss_bbox: 0.5923 d1.loss_cls: 0.2638 d1.loss_bbox: 0.5288 d2.loss_cls: 0.2493 d2.loss_bbox: 0.5039 d3.loss_cls: 0.2399 d3.loss_bbox: 0.4945 d4.loss_cls: 0.2344 d4.loss_bbox: 0.4886 2022/12/24 06:36:21 - mmengine - INFO - Epoch(train) [20][ 150/4689] lr: 2.0665e-05 eta: 8:08:44 time: 1.2655 data_time: 0.0557 memory: 14432 grad_norm: 66.5750 loss: 4.7393 loss_cls: 0.2434 loss_bbox: 0.4982 d0.loss_cls: 0.3000 d0.loss_bbox: 0.6081 d1.loss_cls: 0.2695 d1.loss_bbox: 0.5457 d2.loss_cls: 0.2560 d2.loss_bbox: 0.5177 d3.loss_cls: 0.2484 d3.loss_bbox: 0.5079 d4.loss_cls: 0.2441 d4.loss_bbox: 0.5003 2022/12/24 06:37:25 - mmengine - INFO - Epoch(train) [20][ 200/4689] lr: 2.0665e-05 eta: 8:07:41 time: 1.2660 data_time: 0.0612 memory: 14432 grad_norm: 73.5623 loss: 4.6780 loss_cls: 0.2416 loss_bbox: 0.4894 d0.loss_cls: 0.3014 d0.loss_bbox: 0.5935 d1.loss_cls: 0.2715 d1.loss_bbox: 0.5334 d2.loss_cls: 0.2563 d2.loss_bbox: 0.5084 d3.loss_cls: 0.2479 d3.loss_bbox: 0.5000 d4.loss_cls: 0.2421 d4.loss_bbox: 0.4925 2022/12/24 06:38:29 - mmengine - INFO - Epoch(train) [20][ 250/4689] lr: 2.0665e-05 eta: 8:06:38 time: 1.2827 data_time: 0.0628 memory: 14432 grad_norm: 73.9897 loss: 4.6974 loss_cls: 0.2449 loss_bbox: 0.4886 d0.loss_cls: 0.3016 d0.loss_bbox: 0.5993 d1.loss_cls: 0.2729 d1.loss_bbox: 0.5341 d2.loss_cls: 0.2601 d2.loss_bbox: 0.5093 d3.loss_cls: 0.2507 d3.loss_bbox: 0.4986 d4.loss_cls: 0.2464 d4.loss_bbox: 0.4910 2022/12/24 06:39:33 - mmengine - INFO - Epoch(train) [20][ 300/4689] lr: 2.0665e-05 eta: 8:05:36 time: 1.2829 data_time: 0.0555 memory: 14432 grad_norm: 67.2513 loss: 4.7521 loss_cls: 0.2451 loss_bbox: 0.4979 d0.loss_cls: 0.3068 d0.loss_bbox: 0.6039 d1.loss_cls: 0.2736 d1.loss_bbox: 0.5432 d2.loss_cls: 0.2607 d2.loss_bbox: 0.5155 d3.loss_cls: 0.2507 d3.loss_bbox: 0.5087 d4.loss_cls: 0.2448 d4.loss_bbox: 0.5011 2022/12/24 06:40:36 - mmengine - INFO - Epoch(train) [20][ 350/4689] lr: 2.0665e-05 eta: 8:04:33 time: 1.2570 data_time: 0.0549 memory: 14432 grad_norm: 80.6620 loss: 4.5481 loss_cls: 0.2253 loss_bbox: 0.4830 d0.loss_cls: 0.2902 d0.loss_bbox: 0.5861 d1.loss_cls: 0.2597 d1.loss_bbox: 0.5244 d2.loss_cls: 0.2426 d2.loss_bbox: 0.5008 d3.loss_cls: 0.2331 d3.loss_bbox: 0.4910 d4.loss_cls: 0.2281 d4.loss_bbox: 0.4837 2022/12/24 06:41:40 - mmengine - INFO - Epoch(train) [20][ 400/4689] lr: 2.0665e-05 eta: 8:03:30 time: 1.2710 data_time: 0.0598 memory: 14432 grad_norm: 62.7597 loss: 4.6337 loss_cls: 0.2394 loss_bbox: 0.4853 d0.loss_cls: 0.2952 d0.loss_bbox: 0.5943 d1.loss_cls: 0.2677 d1.loss_bbox: 0.5295 d2.loss_cls: 0.2537 d2.loss_bbox: 0.5040 d3.loss_cls: 0.2444 d3.loss_bbox: 0.4928 d4.loss_cls: 0.2404 d4.loss_bbox: 0.4868 2022/12/24 06:42:44 - mmengine - INFO - Epoch(train) [20][ 450/4689] lr: 2.0665e-05 eta: 8:02:27 time: 1.2849 data_time: 0.0691 memory: 14432 grad_norm: 69.1297 loss: 4.7707 loss_cls: 0.2467 loss_bbox: 0.4990 d0.loss_cls: 0.3072 d0.loss_bbox: 0.6026 d1.loss_cls: 0.2786 d1.loss_bbox: 0.5419 d2.loss_cls: 0.2646 d2.loss_bbox: 0.5188 d3.loss_cls: 0.2533 d3.loss_bbox: 0.5091 d4.loss_cls: 0.2484 d4.loss_bbox: 0.5007 2022/12/24 06:43:46 - mmengine - INFO - Epoch(train) [20][ 500/4689] lr: 2.0665e-05 eta: 8:01:24 time: 1.2504 data_time: 0.0562 memory: 14432 grad_norm: 89.0532 loss: 4.5650 loss_cls: 0.2287 loss_bbox: 0.4816 d0.loss_cls: 0.2932 d0.loss_bbox: 0.5892 d1.loss_cls: 0.2645 d1.loss_bbox: 0.5250 d2.loss_cls: 0.2447 d2.loss_bbox: 0.4991 d3.loss_cls: 0.2351 d3.loss_bbox: 0.4897 d4.loss_cls: 0.2307 d4.loss_bbox: 0.4837 2022/12/24 06:44:49 - mmengine - INFO - Epoch(train) [20][ 550/4689] lr: 2.0665e-05 eta: 8:00:21 time: 1.2519 data_time: 0.0690 memory: 14432 grad_norm: 73.6358 loss: 4.7412 loss_cls: 0.2505 loss_bbox: 0.4906 d0.loss_cls: 0.3123 d0.loss_bbox: 0.5991 d1.loss_cls: 0.2801 d1.loss_bbox: 0.5357 d2.loss_cls: 0.2638 d2.loss_bbox: 0.5101 d3.loss_cls: 0.2559 d3.loss_bbox: 0.4988 d4.loss_cls: 0.2519 d4.loss_bbox: 0.4923 2022/12/24 06:45:53 - mmengine - INFO - Epoch(train) [20][ 600/4689] lr: 2.0665e-05 eta: 7:59:19 time: 1.2826 data_time: 0.0654 memory: 14432 grad_norm: 65.0768 loss: 4.5934 loss_cls: 0.2316 loss_bbox: 0.4855 d0.loss_cls: 0.2888 d0.loss_bbox: 0.5909 d1.loss_cls: 0.2607 d1.loss_bbox: 0.5308 d2.loss_cls: 0.2466 d2.loss_bbox: 0.5057 d3.loss_cls: 0.2379 d3.loss_bbox: 0.4940 d4.loss_cls: 0.2339 d4.loss_bbox: 0.4869 2022/12/24 06:46:57 - mmengine - INFO - Epoch(train) [20][ 650/4689] lr: 2.0665e-05 eta: 7:58:16 time: 1.2763 data_time: 0.0744 memory: 14432 grad_norm: 73.0599 loss: 4.6171 loss_cls: 0.2398 loss_bbox: 0.4817 d0.loss_cls: 0.2987 d0.loss_bbox: 0.5872 d1.loss_cls: 0.2661 d1.loss_bbox: 0.5283 d2.loss_cls: 0.2539 d2.loss_bbox: 0.4999 d3.loss_cls: 0.2450 d3.loss_bbox: 0.4909 d4.loss_cls: 0.2417 d4.loss_bbox: 0.4841 2022/12/24 06:48:01 - mmengine - INFO - Epoch(train) [20][ 700/4689] lr: 2.0665e-05 eta: 7:57:13 time: 1.2711 data_time: 0.0709 memory: 14432 grad_norm: 58.8091 loss: 4.7466 loss_cls: 0.2448 loss_bbox: 0.4997 d0.loss_cls: 0.3076 d0.loss_bbox: 0.5975 d1.loss_cls: 0.2752 d1.loss_bbox: 0.5367 d2.loss_cls: 0.2597 d2.loss_bbox: 0.5171 d3.loss_cls: 0.2511 d3.loss_bbox: 0.5081 d4.loss_cls: 0.2457 d4.loss_bbox: 0.5033 2022/12/24 06:49:04 - mmengine - INFO - Epoch(train) [20][ 750/4689] lr: 2.0665e-05 eta: 7:56:10 time: 1.2753 data_time: 0.0675 memory: 14432 grad_norm: 72.7793 loss: 4.6148 loss_cls: 0.2346 loss_bbox: 0.4867 d0.loss_cls: 0.2934 d0.loss_bbox: 0.5903 d1.loss_cls: 0.2654 d1.loss_bbox: 0.5265 d2.loss_cls: 0.2535 d2.loss_bbox: 0.5028 d3.loss_cls: 0.2421 d3.loss_bbox: 0.4948 d4.loss_cls: 0.2366 d4.loss_bbox: 0.4881 2022/12/24 06:50:07 - mmengine - INFO - Epoch(train) [20][ 800/4689] lr: 2.0665e-05 eta: 7:55:08 time: 1.2565 data_time: 0.0640 memory: 14432 grad_norm: 68.4130 loss: 4.7000 loss_cls: 0.2405 loss_bbox: 0.4948 d0.loss_cls: 0.2980 d0.loss_bbox: 0.6004 d1.loss_cls: 0.2676 d1.loss_bbox: 0.5386 d2.loss_cls: 0.2554 d2.loss_bbox: 0.5146 d3.loss_cls: 0.2452 d3.loss_bbox: 0.5059 d4.loss_cls: 0.2424 d4.loss_bbox: 0.4965 2022/12/24 06:51:11 - mmengine - INFO - Epoch(train) [20][ 850/4689] lr: 2.0665e-05 eta: 7:54:05 time: 1.2841 data_time: 0.0723 memory: 14432 grad_norm: 62.6350 loss: 4.7078 loss_cls: 0.2493 loss_bbox: 0.4869 d0.loss_cls: 0.3119 d0.loss_bbox: 0.5876 d1.loss_cls: 0.2792 d1.loss_bbox: 0.5311 d2.loss_cls: 0.2630 d2.loss_bbox: 0.5066 d3.loss_cls: 0.2548 d3.loss_bbox: 0.4968 d4.loss_cls: 0.2509 d4.loss_bbox: 0.4898 2022/12/24 06:52:15 - mmengine - INFO - Epoch(train) [20][ 900/4689] lr: 2.0665e-05 eta: 7:53:02 time: 1.2680 data_time: 0.0656 memory: 14432 grad_norm: 75.4869 loss: 4.6061 loss_cls: 0.2377 loss_bbox: 0.4826 d0.loss_cls: 0.3000 d0.loss_bbox: 0.5830 d1.loss_cls: 0.2672 d1.loss_bbox: 0.5243 d2.loss_cls: 0.2542 d2.loss_bbox: 0.4998 d3.loss_cls: 0.2440 d3.loss_bbox: 0.4897 d4.loss_cls: 0.2392 d4.loss_bbox: 0.4844 2022/12/24 06:52:26 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 06:53:19 - mmengine - INFO - Epoch(train) [20][ 950/4689] lr: 2.0665e-05 eta: 7:51:59 time: 1.2775 data_time: 0.0666 memory: 14432 grad_norm: 68.5580 loss: 4.6466 loss_cls: 0.2386 loss_bbox: 0.4878 d0.loss_cls: 0.2978 d0.loss_bbox: 0.5921 d1.loss_cls: 0.2674 d1.loss_bbox: 0.5302 d2.loss_cls: 0.2537 d2.loss_bbox: 0.5070 d3.loss_cls: 0.2432 d3.loss_bbox: 0.4986 d4.loss_cls: 0.2399 d4.loss_bbox: 0.4902 2022/12/24 06:54:22 - mmengine - INFO - Epoch(train) [20][1000/4689] lr: 2.0665e-05 eta: 7:50:56 time: 1.2649 data_time: 0.0630 memory: 14432 grad_norm: 68.4401 loss: 4.7090 loss_cls: 0.2395 loss_bbox: 0.4974 d0.loss_cls: 0.3007 d0.loss_bbox: 0.5976 d1.loss_cls: 0.2726 d1.loss_bbox: 0.5367 d2.loss_cls: 0.2554 d2.loss_bbox: 0.5166 d3.loss_cls: 0.2454 d3.loss_bbox: 0.5059 d4.loss_cls: 0.2411 d4.loss_bbox: 0.5000 2022/12/24 06:55:25 - mmengine - INFO - Epoch(train) [20][1050/4689] lr: 2.0665e-05 eta: 7:49:54 time: 1.2579 data_time: 0.0641 memory: 14432 grad_norm: 66.2234 loss: 4.6914 loss_cls: 0.2420 loss_bbox: 0.4892 d0.loss_cls: 0.3049 d0.loss_bbox: 0.5958 d1.loss_cls: 0.2733 d1.loss_bbox: 0.5342 d2.loss_cls: 0.2584 d2.loss_bbox: 0.5095 d3.loss_cls: 0.2481 d3.loss_bbox: 0.5004 d4.loss_cls: 0.2444 d4.loss_bbox: 0.4913 2022/12/24 06:56:29 - mmengine - INFO - Epoch(train) [20][1100/4689] lr: 2.0665e-05 eta: 7:48:51 time: 1.2919 data_time: 0.0737 memory: 14432 grad_norm: 69.6652 loss: 4.6799 loss_cls: 0.2431 loss_bbox: 0.4870 d0.loss_cls: 0.3051 d0.loss_bbox: 0.5935 d1.loss_cls: 0.2726 d1.loss_bbox: 0.5333 d2.loss_cls: 0.2576 d2.loss_bbox: 0.5076 d3.loss_cls: 0.2484 d3.loss_bbox: 0.4981 d4.loss_cls: 0.2440 d4.loss_bbox: 0.4896 2022/12/24 06:57:32 - mmengine - INFO - Epoch(train) [20][1150/4689] lr: 2.0665e-05 eta: 7:47:48 time: 1.2539 data_time: 0.0669 memory: 14432 grad_norm: 83.0995 loss: 4.8177 loss_cls: 0.2466 loss_bbox: 0.5071 d0.loss_cls: 0.3083 d0.loss_bbox: 0.6136 d1.loss_cls: 0.2753 d1.loss_bbox: 0.5528 d2.loss_cls: 0.2624 d2.loss_bbox: 0.5260 d3.loss_cls: 0.2520 d3.loss_bbox: 0.5163 d4.loss_cls: 0.2500 d4.loss_bbox: 0.5073 2022/12/24 06:58:36 - mmengine - INFO - Epoch(train) [20][1200/4689] lr: 2.0665e-05 eta: 7:46:45 time: 1.2659 data_time: 0.0642 memory: 14432 grad_norm: 73.0842 loss: 4.6184 loss_cls: 0.2357 loss_bbox: 0.4849 d0.loss_cls: 0.3002 d0.loss_bbox: 0.5827 d1.loss_cls: 0.2701 d1.loss_bbox: 0.5258 d2.loss_cls: 0.2542 d2.loss_bbox: 0.5027 d3.loss_cls: 0.2437 d3.loss_bbox: 0.4934 d4.loss_cls: 0.2380 d4.loss_bbox: 0.4870 2022/12/24 06:59:40 - mmengine - INFO - Epoch(train) [20][1250/4689] lr: 2.0665e-05 eta: 7:45:42 time: 1.2799 data_time: 0.0679 memory: 14432 grad_norm: 67.6953 loss: 4.7693 loss_cls: 0.2458 loss_bbox: 0.5030 d0.loss_cls: 0.3038 d0.loss_bbox: 0.5992 d1.loss_cls: 0.2751 d1.loss_bbox: 0.5447 d2.loss_cls: 0.2631 d2.loss_bbox: 0.5195 d3.loss_cls: 0.2526 d3.loss_bbox: 0.5104 d4.loss_cls: 0.2469 d4.loss_bbox: 0.5052 2022/12/24 07:00:43 - mmengine - INFO - Epoch(train) [20][1300/4689] lr: 2.0665e-05 eta: 7:44:39 time: 1.2620 data_time: 0.0660 memory: 14432 grad_norm: 79.2869 loss: 4.7674 loss_cls: 0.2534 loss_bbox: 0.4927 d0.loss_cls: 0.3110 d0.loss_bbox: 0.6002 d1.loss_cls: 0.2791 d1.loss_bbox: 0.5393 d2.loss_cls: 0.2672 d2.loss_bbox: 0.5133 d3.loss_cls: 0.2591 d3.loss_bbox: 0.5025 d4.loss_cls: 0.2540 d4.loss_bbox: 0.4956 2022/12/24 07:01:46 - mmengine - INFO - Epoch(train) [20][1350/4689] lr: 2.0665e-05 eta: 7:43:37 time: 1.2617 data_time: 0.0645 memory: 14432 grad_norm: 81.6605 loss: 4.6866 loss_cls: 0.2373 loss_bbox: 0.4951 d0.loss_cls: 0.2988 d0.loss_bbox: 0.6001 d1.loss_cls: 0.2671 d1.loss_bbox: 0.5391 d2.loss_cls: 0.2534 d2.loss_bbox: 0.5125 d3.loss_cls: 0.2436 d3.loss_bbox: 0.5040 d4.loss_cls: 0.2394 d4.loss_bbox: 0.4962 2022/12/24 07:02:49 - mmengine - INFO - Epoch(train) [20][1400/4689] lr: 2.0665e-05 eta: 7:42:34 time: 1.2610 data_time: 0.0634 memory: 14432 grad_norm: 63.1410 loss: 4.7084 loss_cls: 0.2447 loss_bbox: 0.4936 d0.loss_cls: 0.3040 d0.loss_bbox: 0.5929 d1.loss_cls: 0.2718 d1.loss_bbox: 0.5352 d2.loss_cls: 0.2572 d2.loss_bbox: 0.5131 d3.loss_cls: 0.2526 d3.loss_bbox: 0.5009 d4.loss_cls: 0.2468 d4.loss_bbox: 0.4956 2022/12/24 07:03:52 - mmengine - INFO - Epoch(train) [20][1450/4689] lr: 2.0665e-05 eta: 7:41:31 time: 1.2724 data_time: 0.0656 memory: 14432 grad_norm: 84.3814 loss: 4.7023 loss_cls: 0.2491 loss_bbox: 0.4860 d0.loss_cls: 0.3084 d0.loss_bbox: 0.5930 d1.loss_cls: 0.2764 d1.loss_bbox: 0.5307 d2.loss_cls: 0.2652 d2.loss_bbox: 0.5053 d3.loss_cls: 0.2535 d3.loss_bbox: 0.4961 d4.loss_cls: 0.2514 d4.loss_bbox: 0.4872 2022/12/24 07:04:57 - mmengine - INFO - Epoch(train) [20][1500/4689] lr: 2.0665e-05 eta: 7:40:28 time: 1.2955 data_time: 0.0760 memory: 14432 grad_norm: 68.9267 loss: 4.5162 loss_cls: 0.2252 loss_bbox: 0.4787 d0.loss_cls: 0.2838 d0.loss_bbox: 0.5830 d1.loss_cls: 0.2524 d1.loss_bbox: 0.5255 d2.loss_cls: 0.2397 d2.loss_bbox: 0.4988 d3.loss_cls: 0.2325 d3.loss_bbox: 0.4878 d4.loss_cls: 0.2271 d4.loss_bbox: 0.4817 2022/12/24 07:06:00 - mmengine - INFO - Epoch(train) [20][1550/4689] lr: 2.0665e-05 eta: 7:39:25 time: 1.2599 data_time: 0.0662 memory: 14432 grad_norm: 87.8787 loss: 4.5689 loss_cls: 0.2287 loss_bbox: 0.4853 d0.loss_cls: 0.2902 d0.loss_bbox: 0.5880 d1.loss_cls: 0.2585 d1.loss_bbox: 0.5256 d2.loss_cls: 0.2426 d2.loss_bbox: 0.5029 d3.loss_cls: 0.2361 d3.loss_bbox: 0.4927 d4.loss_cls: 0.2314 d4.loss_bbox: 0.4870 2022/12/24 07:07:04 - mmengine - INFO - Epoch(train) [20][1600/4689] lr: 2.0665e-05 eta: 7:38:23 time: 1.2815 data_time: 0.0673 memory: 14432 grad_norm: 85.3609 loss: 4.6326 loss_cls: 0.2317 loss_bbox: 0.4903 d0.loss_cls: 0.2928 d0.loss_bbox: 0.5948 d1.loss_cls: 0.2637 d1.loss_bbox: 0.5357 d2.loss_cls: 0.2480 d2.loss_bbox: 0.5111 d3.loss_cls: 0.2398 d3.loss_bbox: 0.4987 d4.loss_cls: 0.2329 d4.loss_bbox: 0.4931 2022/12/24 07:08:08 - mmengine - INFO - Epoch(train) [20][1650/4689] lr: 2.0665e-05 eta: 7:37:20 time: 1.2731 data_time: 0.0724 memory: 14432 grad_norm: 79.0020 loss: 4.6056 loss_cls: 0.2294 loss_bbox: 0.4892 d0.loss_cls: 0.2948 d0.loss_bbox: 0.5893 d1.loss_cls: 0.2610 d1.loss_bbox: 0.5306 d2.loss_cls: 0.2450 d2.loss_bbox: 0.5075 d3.loss_cls: 0.2369 d3.loss_bbox: 0.4985 d4.loss_cls: 0.2319 d4.loss_bbox: 0.4916 2022/12/24 07:09:11 - mmengine - INFO - Epoch(train) [20][1700/4689] lr: 2.0665e-05 eta: 7:36:17 time: 1.2560 data_time: 0.0664 memory: 14432 grad_norm: 79.7181 loss: 4.7509 loss_cls: 0.2427 loss_bbox: 0.4995 d0.loss_cls: 0.3067 d0.loss_bbox: 0.6023 d1.loss_cls: 0.2761 d1.loss_bbox: 0.5398 d2.loss_cls: 0.2591 d2.loss_bbox: 0.5180 d3.loss_cls: 0.2502 d3.loss_bbox: 0.5094 d4.loss_cls: 0.2443 d4.loss_bbox: 0.5028 2022/12/24 07:10:14 - mmengine - INFO - Epoch(train) [20][1750/4689] lr: 2.0665e-05 eta: 7:35:14 time: 1.2711 data_time: 0.0627 memory: 14432 grad_norm: 73.5869 loss: 4.6354 loss_cls: 0.2339 loss_bbox: 0.4896 d0.loss_cls: 0.2988 d0.loss_bbox: 0.5882 d1.loss_cls: 0.2677 d1.loss_bbox: 0.5300 d2.loss_cls: 0.2513 d2.loss_bbox: 0.5087 d3.loss_cls: 0.2408 d3.loss_bbox: 0.4989 d4.loss_cls: 0.2357 d4.loss_bbox: 0.4917 2022/12/24 07:11:19 - mmengine - INFO - Epoch(train) [20][1800/4689] lr: 2.0665e-05 eta: 7:34:12 time: 1.2952 data_time: 0.0679 memory: 14432 grad_norm: 63.8247 loss: 4.7860 loss_cls: 0.2461 loss_bbox: 0.5040 d0.loss_cls: 0.3065 d0.loss_bbox: 0.5995 d1.loss_cls: 0.2799 d1.loss_bbox: 0.5445 d2.loss_cls: 0.2626 d2.loss_bbox: 0.5228 d3.loss_cls: 0.2533 d3.loss_bbox: 0.5123 d4.loss_cls: 0.2487 d4.loss_bbox: 0.5059 2022/12/24 07:12:22 - mmengine - INFO - Epoch(train) [20][1850/4689] lr: 2.0665e-05 eta: 7:33:09 time: 1.2556 data_time: 0.0640 memory: 14432 grad_norm: 81.3183 loss: 4.7128 loss_cls: 0.2379 loss_bbox: 0.4964 d0.loss_cls: 0.3051 d0.loss_bbox: 0.6046 d1.loss_cls: 0.2749 d1.loss_bbox: 0.5368 d2.loss_cls: 0.2553 d2.loss_bbox: 0.5136 d3.loss_cls: 0.2459 d3.loss_bbox: 0.5039 d4.loss_cls: 0.2401 d4.loss_bbox: 0.4983 2022/12/24 07:13:26 - mmengine - INFO - Epoch(train) [20][1900/4689] lr: 2.0665e-05 eta: 7:32:06 time: 1.2765 data_time: 0.0746 memory: 14432 grad_norm: 90.1497 loss: 4.5966 loss_cls: 0.2329 loss_bbox: 0.4856 d0.loss_cls: 0.2962 d0.loss_bbox: 0.5837 d1.loss_cls: 0.2655 d1.loss_bbox: 0.5251 d2.loss_cls: 0.2492 d2.loss_bbox: 0.5038 d3.loss_cls: 0.2393 d3.loss_bbox: 0.4934 d4.loss_cls: 0.2358 d4.loss_bbox: 0.4861 2022/12/24 07:13:37 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 07:14:29 - mmengine - INFO - Epoch(train) [20][1950/4689] lr: 2.0665e-05 eta: 7:31:03 time: 1.2722 data_time: 0.0635 memory: 14432 grad_norm: 69.5770 loss: 4.6450 loss_cls: 0.2382 loss_bbox: 0.4870 d0.loss_cls: 0.3021 d0.loss_bbox: 0.5884 d1.loss_cls: 0.2721 d1.loss_bbox: 0.5284 d2.loss_cls: 0.2571 d2.loss_bbox: 0.5027 d3.loss_cls: 0.2454 d3.loss_bbox: 0.4949 d4.loss_cls: 0.2406 d4.loss_bbox: 0.4881 2022/12/24 07:15:33 - mmengine - INFO - Epoch(train) [20][2000/4689] lr: 2.0665e-05 eta: 7:30:00 time: 1.2699 data_time: 0.0658 memory: 14432 grad_norm: 70.1643 loss: 4.6858 loss_cls: 0.2408 loss_bbox: 0.4932 d0.loss_cls: 0.3015 d0.loss_bbox: 0.5952 d1.loss_cls: 0.2722 d1.loss_bbox: 0.5326 d2.loss_cls: 0.2546 d2.loss_bbox: 0.5133 d3.loss_cls: 0.2458 d3.loss_bbox: 0.5009 d4.loss_cls: 0.2420 d4.loss_bbox: 0.4937 2022/12/24 07:16:37 - mmengine - INFO - Epoch(train) [20][2050/4689] lr: 2.0665e-05 eta: 7:28:57 time: 1.2722 data_time: 0.0706 memory: 14432 grad_norm: 99.9622 loss: 4.8223 loss_cls: 0.2516 loss_bbox: 0.5041 d0.loss_cls: 0.3119 d0.loss_bbox: 0.6090 d1.loss_cls: 0.2809 d1.loss_bbox: 0.5457 d2.loss_cls: 0.2680 d2.loss_bbox: 0.5212 d3.loss_cls: 0.2572 d3.loss_bbox: 0.5130 d4.loss_cls: 0.2542 d4.loss_bbox: 0.5056 2022/12/24 07:17:40 - mmengine - INFO - Epoch(train) [20][2100/4689] lr: 2.0665e-05 eta: 7:27:55 time: 1.2589 data_time: 0.0628 memory: 14432 grad_norm: 78.2247 loss: 4.8000 loss_cls: 0.2513 loss_bbox: 0.5025 d0.loss_cls: 0.3079 d0.loss_bbox: 0.6041 d1.loss_cls: 0.2796 d1.loss_bbox: 0.5434 d2.loss_cls: 0.2651 d2.loss_bbox: 0.5205 d3.loss_cls: 0.2573 d3.loss_bbox: 0.5112 d4.loss_cls: 0.2527 d4.loss_bbox: 0.5044 2022/12/24 07:18:43 - mmengine - INFO - Epoch(train) [20][2150/4689] lr: 2.0665e-05 eta: 7:26:52 time: 1.2724 data_time: 0.0617 memory: 14432 grad_norm: 65.0350 loss: 4.7637 loss_cls: 0.2420 loss_bbox: 0.5013 d0.loss_cls: 0.3056 d0.loss_bbox: 0.6106 d1.loss_cls: 0.2736 d1.loss_bbox: 0.5459 d2.loss_cls: 0.2577 d2.loss_bbox: 0.5220 d3.loss_cls: 0.2474 d3.loss_bbox: 0.5108 d4.loss_cls: 0.2438 d4.loss_bbox: 0.5032 2022/12/24 07:19:46 - mmengine - INFO - Epoch(train) [20][2200/4689] lr: 2.0665e-05 eta: 7:25:49 time: 1.2478 data_time: 0.0602 memory: 14432 grad_norm: 86.8857 loss: 4.9258 loss_cls: 0.2618 loss_bbox: 0.5107 d0.loss_cls: 0.3219 d0.loss_bbox: 0.6194 d1.loss_cls: 0.2912 d1.loss_bbox: 0.5531 d2.loss_cls: 0.2760 d2.loss_bbox: 0.5282 d3.loss_cls: 0.2667 d3.loss_bbox: 0.5199 d4.loss_cls: 0.2633 d4.loss_bbox: 0.5134 2022/12/24 07:20:48 - mmengine - INFO - Epoch(train) [20][2250/4689] lr: 2.0665e-05 eta: 7:24:45 time: 1.2413 data_time: 0.0593 memory: 14432 grad_norm: 74.0345 loss: 4.7600 loss_cls: 0.2494 loss_bbox: 0.4933 d0.loss_cls: 0.3092 d0.loss_bbox: 0.6017 d1.loss_cls: 0.2829 d1.loss_bbox: 0.5378 d2.loss_cls: 0.2675 d2.loss_bbox: 0.5120 d3.loss_cls: 0.2553 d3.loss_bbox: 0.5041 d4.loss_cls: 0.2501 d4.loss_bbox: 0.4967 2022/12/24 07:21:53 - mmengine - INFO - Epoch(train) [20][2300/4689] lr: 2.0665e-05 eta: 7:23:43 time: 1.3022 data_time: 0.0687 memory: 14432 grad_norm: 63.1183 loss: 4.6678 loss_cls: 0.2400 loss_bbox: 0.4911 d0.loss_cls: 0.2973 d0.loss_bbox: 0.5934 d1.loss_cls: 0.2688 d1.loss_bbox: 0.5335 d2.loss_cls: 0.2533 d2.loss_bbox: 0.5094 d3.loss_cls: 0.2447 d3.loss_bbox: 0.5016 d4.loss_cls: 0.2415 d4.loss_bbox: 0.4933 2022/12/24 07:22:56 - mmengine - INFO - Epoch(train) [20][2350/4689] lr: 2.0665e-05 eta: 7:22:40 time: 1.2700 data_time: 0.0608 memory: 14432 grad_norm: 72.5962 loss: 4.7553 loss_cls: 0.2484 loss_bbox: 0.4938 d0.loss_cls: 0.3068 d0.loss_bbox: 0.6054 d1.loss_cls: 0.2753 d1.loss_bbox: 0.5441 d2.loss_cls: 0.2620 d2.loss_bbox: 0.5152 d3.loss_cls: 0.2543 d3.loss_bbox: 0.5041 d4.loss_cls: 0.2498 d4.loss_bbox: 0.4961 2022/12/24 07:23:59 - mmengine - INFO - Epoch(train) [20][2400/4689] lr: 2.0665e-05 eta: 7:21:37 time: 1.2604 data_time: 0.0607 memory: 14432 grad_norm: 72.3037 loss: 4.8289 loss_cls: 0.2530 loss_bbox: 0.5059 d0.loss_cls: 0.3107 d0.loss_bbox: 0.6072 d1.loss_cls: 0.2816 d1.loss_bbox: 0.5457 d2.loss_cls: 0.2655 d2.loss_bbox: 0.5251 d3.loss_cls: 0.2572 d3.loss_bbox: 0.5148 d4.loss_cls: 0.2534 d4.loss_bbox: 0.5088 2022/12/24 07:25:02 - mmengine - INFO - Epoch(train) [20][2450/4689] lr: 2.0665e-05 eta: 7:20:34 time: 1.2455 data_time: 0.0610 memory: 14432 grad_norm: 74.5297 loss: 4.7466 loss_cls: 0.2414 loss_bbox: 0.5004 d0.loss_cls: 0.3021 d0.loss_bbox: 0.6062 d1.loss_cls: 0.2703 d1.loss_bbox: 0.5457 d2.loss_cls: 0.2535 d2.loss_bbox: 0.5239 d3.loss_cls: 0.2468 d3.loss_bbox: 0.5104 d4.loss_cls: 0.2423 d4.loss_bbox: 0.5036 2022/12/24 07:26:04 - mmengine - INFO - Epoch(train) [20][2500/4689] lr: 2.0665e-05 eta: 7:19:31 time: 1.2505 data_time: 0.0607 memory: 14432 grad_norm: 104.9477 loss: 4.5548 loss_cls: 0.2242 loss_bbox: 0.4872 d0.loss_cls: 0.2861 d0.loss_bbox: 0.5869 d1.loss_cls: 0.2578 d1.loss_bbox: 0.5275 d2.loss_cls: 0.2418 d2.loss_bbox: 0.5034 d3.loss_cls: 0.2313 d3.loss_bbox: 0.4941 d4.loss_cls: 0.2260 d4.loss_bbox: 0.4885 2022/12/24 07:27:07 - mmengine - INFO - Epoch(train) [20][2550/4689] lr: 2.0665e-05 eta: 7:18:28 time: 1.2471 data_time: 0.0617 memory: 14432 grad_norm: 84.7788 loss: 4.5762 loss_cls: 0.2338 loss_bbox: 0.4789 d0.loss_cls: 0.2984 d0.loss_bbox: 0.5797 d1.loss_cls: 0.2657 d1.loss_bbox: 0.5245 d2.loss_cls: 0.2489 d2.loss_bbox: 0.4999 d3.loss_cls: 0.2399 d3.loss_bbox: 0.4890 d4.loss_cls: 0.2356 d4.loss_bbox: 0.4819 2022/12/24 07:28:09 - mmengine - INFO - Epoch(train) [20][2600/4689] lr: 2.0665e-05 eta: 7:17:25 time: 1.2536 data_time: 0.0604 memory: 14432 grad_norm: 74.8607 loss: 4.7915 loss_cls: 0.2572 loss_bbox: 0.4936 d0.loss_cls: 0.3181 d0.loss_bbox: 0.5941 d1.loss_cls: 0.2872 d1.loss_bbox: 0.5351 d2.loss_cls: 0.2739 d2.loss_bbox: 0.5113 d3.loss_cls: 0.2629 d3.loss_bbox: 0.5030 d4.loss_cls: 0.2587 d4.loss_bbox: 0.4964 2022/12/24 07:29:12 - mmengine - INFO - Epoch(train) [20][2650/4689] lr: 2.0665e-05 eta: 7:16:22 time: 1.2544 data_time: 0.0605 memory: 14432 grad_norm: 69.6406 loss: 4.6436 loss_cls: 0.2341 loss_bbox: 0.4905 d0.loss_cls: 0.2969 d0.loss_bbox: 0.5975 d1.loss_cls: 0.2647 d1.loss_bbox: 0.5342 d2.loss_cls: 0.2500 d2.loss_bbox: 0.5085 d3.loss_cls: 0.2400 d3.loss_bbox: 0.4993 d4.loss_cls: 0.2359 d4.loss_bbox: 0.4920 2022/12/24 07:30:15 - mmengine - INFO - Epoch(train) [20][2700/4689] lr: 2.0665e-05 eta: 7:15:19 time: 1.2503 data_time: 0.0690 memory: 14432 grad_norm: 78.5874 loss: 4.4964 loss_cls: 0.2301 loss_bbox: 0.4703 d0.loss_cls: 0.2939 d0.loss_bbox: 0.5775 d1.loss_cls: 0.2608 d1.loss_bbox: 0.5147 d2.loss_cls: 0.2460 d2.loss_bbox: 0.4876 d3.loss_cls: 0.2354 d3.loss_bbox: 0.4772 d4.loss_cls: 0.2299 d4.loss_bbox: 0.4731 2022/12/24 07:31:18 - mmengine - INFO - Epoch(train) [20][2750/4689] lr: 2.0665e-05 eta: 7:14:16 time: 1.2570 data_time: 0.0601 memory: 14432 grad_norm: 76.5701 loss: 4.6418 loss_cls: 0.2382 loss_bbox: 0.4863 d0.loss_cls: 0.3013 d0.loss_bbox: 0.5909 d1.loss_cls: 0.2678 d1.loss_bbox: 0.5272 d2.loss_cls: 0.2552 d2.loss_bbox: 0.5045 d3.loss_cls: 0.2459 d3.loss_bbox: 0.4961 d4.loss_cls: 0.2403 d4.loss_bbox: 0.4881 2022/12/24 07:32:21 - mmengine - INFO - Epoch(train) [20][2800/4689] lr: 2.0665e-05 eta: 7:13:13 time: 1.2622 data_time: 0.0619 memory: 14432 grad_norm: 59.9943 loss: 4.8068 loss_cls: 0.2554 loss_bbox: 0.4989 d0.loss_cls: 0.3116 d0.loss_bbox: 0.6023 d1.loss_cls: 0.2837 d1.loss_bbox: 0.5415 d2.loss_cls: 0.2703 d2.loss_bbox: 0.5170 d3.loss_cls: 0.2609 d3.loss_bbox: 0.5078 d4.loss_cls: 0.2558 d4.loss_bbox: 0.5015 2022/12/24 07:33:24 - mmengine - INFO - Epoch(train) [20][2850/4689] lr: 2.0665e-05 eta: 7:12:10 time: 1.2726 data_time: 0.0644 memory: 14432 grad_norm: 70.9347 loss: 4.6731 loss_cls: 0.2469 loss_bbox: 0.4819 d0.loss_cls: 0.3093 d0.loss_bbox: 0.5868 d1.loss_cls: 0.2766 d1.loss_bbox: 0.5277 d2.loss_cls: 0.2612 d2.loss_bbox: 0.5040 d3.loss_cls: 0.2518 d3.loss_bbox: 0.4931 d4.loss_cls: 0.2481 d4.loss_bbox: 0.4856 2022/12/24 07:34:27 - mmengine - INFO - Epoch(train) [20][2900/4689] lr: 2.0665e-05 eta: 7:11:07 time: 1.2495 data_time: 0.0658 memory: 14432 grad_norm: 89.3877 loss: 4.6166 loss_cls: 0.2368 loss_bbox: 0.4837 d0.loss_cls: 0.2938 d0.loss_bbox: 0.5944 d1.loss_cls: 0.2653 d1.loss_bbox: 0.5292 d2.loss_cls: 0.2508 d2.loss_bbox: 0.5036 d3.loss_cls: 0.2430 d3.loss_bbox: 0.4927 d4.loss_cls: 0.2377 d4.loss_bbox: 0.4857 2022/12/24 07:34:38 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 07:35:29 - mmengine - INFO - Epoch(train) [20][2950/4689] lr: 2.0665e-05 eta: 7:10:04 time: 1.2483 data_time: 0.0602 memory: 14432 grad_norm: 80.7295 loss: 4.6763 loss_cls: 0.2433 loss_bbox: 0.4879 d0.loss_cls: 0.3087 d0.loss_bbox: 0.5891 d1.loss_cls: 0.2748 d1.loss_bbox: 0.5311 d2.loss_cls: 0.2578 d2.loss_bbox: 0.5054 d3.loss_cls: 0.2491 d3.loss_bbox: 0.4950 d4.loss_cls: 0.2439 d4.loss_bbox: 0.4902 2022/12/24 07:36:33 - mmengine - INFO - Epoch(train) [20][3000/4689] lr: 2.0665e-05 eta: 7:09:01 time: 1.2774 data_time: 0.0618 memory: 14432 grad_norm: 64.7327 loss: 4.5231 loss_cls: 0.2230 loss_bbox: 0.4816 d0.loss_cls: 0.2874 d0.loss_bbox: 0.5848 d1.loss_cls: 0.2553 d1.loss_bbox: 0.5235 d2.loss_cls: 0.2405 d2.loss_bbox: 0.4995 d3.loss_cls: 0.2312 d3.loss_bbox: 0.4886 d4.loss_cls: 0.2250 d4.loss_bbox: 0.4827 2022/12/24 07:37:37 - mmengine - INFO - Epoch(train) [20][3050/4689] lr: 2.0665e-05 eta: 7:07:58 time: 1.2684 data_time: 0.0643 memory: 14432 grad_norm: 63.4186 loss: 4.7882 loss_cls: 0.2538 loss_bbox: 0.4952 d0.loss_cls: 0.3125 d0.loss_bbox: 0.6053 d1.loss_cls: 0.2845 d1.loss_bbox: 0.5375 d2.loss_cls: 0.2689 d2.loss_bbox: 0.5134 d3.loss_cls: 0.2616 d3.loss_bbox: 0.5030 d4.loss_cls: 0.2554 d4.loss_bbox: 0.4971 2022/12/24 07:38:40 - mmengine - INFO - Epoch(train) [20][3100/4689] lr: 2.0665e-05 eta: 7:06:56 time: 1.2743 data_time: 0.0693 memory: 14432 grad_norm: 68.7082 loss: 4.5037 loss_cls: 0.2244 loss_bbox: 0.4773 d0.loss_cls: 0.2858 d0.loss_bbox: 0.5846 d1.loss_cls: 0.2543 d1.loss_bbox: 0.5187 d2.loss_cls: 0.2374 d2.loss_bbox: 0.4981 d3.loss_cls: 0.2303 d3.loss_bbox: 0.4874 d4.loss_cls: 0.2259 d4.loss_bbox: 0.4795 2022/12/24 07:39:43 - mmengine - INFO - Epoch(train) [20][3150/4689] lr: 2.0665e-05 eta: 7:05:53 time: 1.2636 data_time: 0.0632 memory: 14432 grad_norm: 74.4468 loss: 4.8445 loss_cls: 0.2546 loss_bbox: 0.5066 d0.loss_cls: 0.3137 d0.loss_bbox: 0.6052 d1.loss_cls: 0.2830 d1.loss_bbox: 0.5470 d2.loss_cls: 0.2681 d2.loss_bbox: 0.5239 d3.loss_cls: 0.2613 d3.loss_bbox: 0.5154 d4.loss_cls: 0.2573 d4.loss_bbox: 0.5083 2022/12/24 07:40:48 - mmengine - INFO - Epoch(train) [20][3200/4689] lr: 2.0665e-05 eta: 7:04:50 time: 1.2854 data_time: 0.0643 memory: 14432 grad_norm: 63.7020 loss: 4.6353 loss_cls: 0.2378 loss_bbox: 0.4862 d0.loss_cls: 0.2974 d0.loss_bbox: 0.5901 d1.loss_cls: 0.2680 d1.loss_bbox: 0.5304 d2.loss_cls: 0.2523 d2.loss_bbox: 0.5051 d3.loss_cls: 0.2438 d3.loss_bbox: 0.4964 d4.loss_cls: 0.2393 d4.loss_bbox: 0.4884 2022/12/24 07:41:51 - mmengine - INFO - Epoch(train) [20][3250/4689] lr: 2.0665e-05 eta: 7:03:47 time: 1.2610 data_time: 0.0620 memory: 14432 grad_norm: 78.5593 loss: 4.5339 loss_cls: 0.2325 loss_bbox: 0.4755 d0.loss_cls: 0.2930 d0.loss_bbox: 0.5776 d1.loss_cls: 0.2613 d1.loss_bbox: 0.5173 d2.loss_cls: 0.2470 d2.loss_bbox: 0.4943 d3.loss_cls: 0.2391 d3.loss_bbox: 0.4845 d4.loss_cls: 0.2346 d4.loss_bbox: 0.4772 2022/12/24 07:42:54 - mmengine - INFO - Epoch(train) [20][3300/4689] lr: 2.0665e-05 eta: 7:02:44 time: 1.2711 data_time: 0.0659 memory: 14432 grad_norm: 74.3771 loss: 4.7868 loss_cls: 0.2483 loss_bbox: 0.4996 d0.loss_cls: 0.3118 d0.loss_bbox: 0.6059 d1.loss_cls: 0.2789 d1.loss_bbox: 0.5424 d2.loss_cls: 0.2657 d2.loss_bbox: 0.5193 d3.loss_cls: 0.2556 d3.loss_bbox: 0.5078 d4.loss_cls: 0.2508 d4.loss_bbox: 0.5007 2022/12/24 07:43:58 - mmengine - INFO - Epoch(train) [20][3350/4689] lr: 2.0665e-05 eta: 7:01:42 time: 1.2723 data_time: 0.0692 memory: 14432 grad_norm: 74.6177 loss: 4.6591 loss_cls: 0.2426 loss_bbox: 0.4852 d0.loss_cls: 0.3060 d0.loss_bbox: 0.5886 d1.loss_cls: 0.2737 d1.loss_bbox: 0.5267 d2.loss_cls: 0.2585 d2.loss_bbox: 0.5037 d3.loss_cls: 0.2484 d3.loss_bbox: 0.4946 d4.loss_cls: 0.2445 d4.loss_bbox: 0.4867 2022/12/24 07:45:02 - mmengine - INFO - Epoch(train) [20][3400/4689] lr: 2.0665e-05 eta: 7:00:39 time: 1.2796 data_time: 0.0605 memory: 14432 grad_norm: 80.7252 loss: 4.5302 loss_cls: 0.2311 loss_bbox: 0.4742 d0.loss_cls: 0.2934 d0.loss_bbox: 0.5786 d1.loss_cls: 0.2633 d1.loss_bbox: 0.5173 d2.loss_cls: 0.2450 d2.loss_bbox: 0.4960 d3.loss_cls: 0.2380 d3.loss_bbox: 0.4839 d4.loss_cls: 0.2328 d4.loss_bbox: 0.4765 2022/12/24 07:46:05 - mmengine - INFO - Epoch(train) [20][3450/4689] lr: 2.0665e-05 eta: 6:59:36 time: 1.2495 data_time: 0.0592 memory: 14432 grad_norm: 96.8336 loss: 4.6692 loss_cls: 0.2435 loss_bbox: 0.4873 d0.loss_cls: 0.3024 d0.loss_bbox: 0.5900 d1.loss_cls: 0.2727 d1.loss_bbox: 0.5305 d2.loss_cls: 0.2575 d2.loss_bbox: 0.5066 d3.loss_cls: 0.2469 d3.loss_bbox: 0.4971 d4.loss_cls: 0.2452 d4.loss_bbox: 0.4896 2022/12/24 07:47:08 - mmengine - INFO - Epoch(train) [20][3500/4689] lr: 2.0665e-05 eta: 6:58:33 time: 1.2728 data_time: 0.0744 memory: 14432 grad_norm: 65.0990 loss: 4.8228 loss_cls: 0.2555 loss_bbox: 0.5010 d0.loss_cls: 0.3162 d0.loss_bbox: 0.6009 d1.loss_cls: 0.2832 d1.loss_bbox: 0.5425 d2.loss_cls: 0.2690 d2.loss_bbox: 0.5216 d3.loss_cls: 0.2613 d3.loss_bbox: 0.5110 d4.loss_cls: 0.2565 d4.loss_bbox: 0.5042 2022/12/24 07:48:11 - mmengine - INFO - Epoch(train) [20][3550/4689] lr: 2.0665e-05 eta: 6:57:30 time: 1.2637 data_time: 0.0601 memory: 14432 grad_norm: 65.5482 loss: 4.6538 loss_cls: 0.2417 loss_bbox: 0.4871 d0.loss_cls: 0.3016 d0.loss_bbox: 0.5866 d1.loss_cls: 0.2698 d1.loss_bbox: 0.5288 d2.loss_cls: 0.2559 d2.loss_bbox: 0.5053 d3.loss_cls: 0.2464 d3.loss_bbox: 0.4973 d4.loss_cls: 0.2430 d4.loss_bbox: 0.4903 2022/12/24 07:49:13 - mmengine - INFO - Epoch(train) [20][3600/4689] lr: 2.0665e-05 eta: 6:56:27 time: 1.2402 data_time: 0.0668 memory: 14432 grad_norm: 92.9769 loss: 4.6057 loss_cls: 0.2327 loss_bbox: 0.4867 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5878 d1.loss_cls: 0.2630 d1.loss_bbox: 0.5306 d2.loss_cls: 0.2484 d2.loss_bbox: 0.5037 d3.loss_cls: 0.2384 d3.loss_bbox: 0.4961 d4.loss_cls: 0.2346 d4.loss_bbox: 0.4887 2022/12/24 07:50:17 - mmengine - INFO - Epoch(train) [20][3650/4689] lr: 2.0665e-05 eta: 6:55:24 time: 1.2712 data_time: 0.0601 memory: 14432 grad_norm: 79.6354 loss: 4.7078 loss_cls: 0.2388 loss_bbox: 0.4962 d0.loss_cls: 0.3007 d0.loss_bbox: 0.6036 d1.loss_cls: 0.2681 d1.loss_bbox: 0.5394 d2.loss_cls: 0.2526 d2.loss_bbox: 0.5179 d3.loss_cls: 0.2448 d3.loss_bbox: 0.5062 d4.loss_cls: 0.2406 d4.loss_bbox: 0.4989 2022/12/24 07:51:20 - mmengine - INFO - Epoch(train) [20][3700/4689] lr: 2.0665e-05 eta: 6:54:21 time: 1.2623 data_time: 0.0602 memory: 14432 grad_norm: 86.2917 loss: 4.7889 loss_cls: 0.2501 loss_bbox: 0.5024 d0.loss_cls: 0.3098 d0.loss_bbox: 0.5980 d1.loss_cls: 0.2796 d1.loss_bbox: 0.5426 d2.loss_cls: 0.2647 d2.loss_bbox: 0.5201 d3.loss_cls: 0.2559 d3.loss_bbox: 0.5100 d4.loss_cls: 0.2514 d4.loss_bbox: 0.5041 2022/12/24 07:52:22 - mmengine - INFO - Epoch(train) [20][3750/4689] lr: 2.0665e-05 eta: 6:53:18 time: 1.2434 data_time: 0.0627 memory: 14432 grad_norm: 76.6027 loss: 4.9198 loss_cls: 0.2658 loss_bbox: 0.5070 d0.loss_cls: 0.3260 d0.loss_bbox: 0.6050 d1.loss_cls: 0.2939 d1.loss_bbox: 0.5476 d2.loss_cls: 0.2781 d2.loss_bbox: 0.5296 d3.loss_cls: 0.2719 d3.loss_bbox: 0.5177 d4.loss_cls: 0.2672 d4.loss_bbox: 0.5099 2022/12/24 07:53:26 - mmengine - INFO - Epoch(train) [20][3800/4689] lr: 2.0665e-05 eta: 6:52:15 time: 1.2676 data_time: 0.0611 memory: 14432 grad_norm: 81.8201 loss: 4.6366 loss_cls: 0.2354 loss_bbox: 0.4905 d0.loss_cls: 0.2978 d0.loss_bbox: 0.5868 d1.loss_cls: 0.2667 d1.loss_bbox: 0.5307 d2.loss_cls: 0.2520 d2.loss_bbox: 0.5072 d3.loss_cls: 0.2439 d3.loss_bbox: 0.4964 d4.loss_cls: 0.2380 d4.loss_bbox: 0.4912 2022/12/24 07:54:31 - mmengine - INFO - Epoch(train) [20][3850/4689] lr: 2.0665e-05 eta: 6:51:13 time: 1.2993 data_time: 0.0586 memory: 14432 grad_norm: 68.1759 loss: 4.5102 loss_cls: 0.2268 loss_bbox: 0.4760 d0.loss_cls: 0.2876 d0.loss_bbox: 0.5807 d1.loss_cls: 0.2569 d1.loss_bbox: 0.5188 d2.loss_cls: 0.2415 d2.loss_bbox: 0.4961 d3.loss_cls: 0.2339 d3.loss_bbox: 0.4851 d4.loss_cls: 0.2288 d4.loss_bbox: 0.4779 2022/12/24 07:55:35 - mmengine - INFO - Epoch(train) [20][3900/4689] lr: 2.0665e-05 eta: 6:50:10 time: 1.2924 data_time: 0.0790 memory: 14432 grad_norm: 56.2409 loss: 4.6402 loss_cls: 0.2340 loss_bbox: 0.4923 d0.loss_cls: 0.2900 d0.loss_bbox: 0.5966 d1.loss_cls: 0.2627 d1.loss_bbox: 0.5354 d2.loss_cls: 0.2467 d2.loss_bbox: 0.5122 d3.loss_cls: 0.2387 d3.loss_bbox: 0.5021 d4.loss_cls: 0.2360 d4.loss_bbox: 0.4935 2022/12/24 07:55:46 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 07:56:38 - mmengine - INFO - Epoch(train) [20][3950/4689] lr: 2.0665e-05 eta: 6:49:07 time: 1.2594 data_time: 0.0623 memory: 14432 grad_norm: 98.3265 loss: 4.5709 loss_cls: 0.2231 loss_bbox: 0.4892 d0.loss_cls: 0.2883 d0.loss_bbox: 0.5910 d1.loss_cls: 0.2555 d1.loss_bbox: 0.5306 d2.loss_cls: 0.2400 d2.loss_bbox: 0.5082 d3.loss_cls: 0.2327 d3.loss_bbox: 0.4953 d4.loss_cls: 0.2263 d4.loss_bbox: 0.4907 2022/12/24 07:57:42 - mmengine - INFO - Epoch(train) [20][4000/4689] lr: 2.0665e-05 eta: 6:48:04 time: 1.2665 data_time: 0.0658 memory: 14432 grad_norm: 85.5513 loss: 4.6398 loss_cls: 0.2369 loss_bbox: 0.4906 d0.loss_cls: 0.2950 d0.loss_bbox: 0.5920 d1.loss_cls: 0.2635 d1.loss_bbox: 0.5322 d2.loss_cls: 0.2487 d2.loss_bbox: 0.5091 d3.loss_cls: 0.2434 d3.loss_bbox: 0.4976 d4.loss_cls: 0.2386 d4.loss_bbox: 0.4921 2022/12/24 07:58:44 - mmengine - INFO - Epoch(train) [20][4050/4689] lr: 2.0665e-05 eta: 6:47:01 time: 1.2531 data_time: 0.0676 memory: 14432 grad_norm: 71.2329 loss: 4.6239 loss_cls: 0.2287 loss_bbox: 0.4922 d0.loss_cls: 0.2903 d0.loss_bbox: 0.5979 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5368 d2.loss_cls: 0.2436 d2.loss_bbox: 0.5132 d3.loss_cls: 0.2345 d3.loss_bbox: 0.5015 d4.loss_cls: 0.2298 d4.loss_bbox: 0.4955 2022/12/24 07:59:48 - mmengine - INFO - Epoch(train) [20][4100/4689] lr: 2.0665e-05 eta: 6:45:58 time: 1.2728 data_time: 0.0653 memory: 14432 grad_norm: 82.0863 loss: 4.7462 loss_cls: 0.2397 loss_bbox: 0.5016 d0.loss_cls: 0.3040 d0.loss_bbox: 0.6041 d1.loss_cls: 0.2699 d1.loss_bbox: 0.5471 d2.loss_cls: 0.2543 d2.loss_bbox: 0.5231 d3.loss_cls: 0.2455 d3.loss_bbox: 0.5118 d4.loss_cls: 0.2406 d4.loss_bbox: 0.5046 2022/12/24 08:00:52 - mmengine - INFO - Epoch(train) [20][4150/4689] lr: 2.0665e-05 eta: 6:44:56 time: 1.2810 data_time: 0.0678 memory: 14432 grad_norm: 89.9531 loss: 4.5332 loss_cls: 0.2300 loss_bbox: 0.4766 d0.loss_cls: 0.2950 d0.loss_bbox: 0.5762 d1.loss_cls: 0.2626 d1.loss_bbox: 0.5199 d2.loss_cls: 0.2475 d2.loss_bbox: 0.4926 d3.loss_cls: 0.2369 d3.loss_bbox: 0.4849 d4.loss_cls: 0.2320 d4.loss_bbox: 0.4791 2022/12/24 08:01:56 - mmengine - INFO - Epoch(train) [20][4200/4689] lr: 2.0665e-05 eta: 6:43:53 time: 1.2825 data_time: 0.0669 memory: 14432 grad_norm: 80.6047 loss: 4.6553 loss_cls: 0.2385 loss_bbox: 0.4912 d0.loss_cls: 0.2956 d0.loss_bbox: 0.5911 d1.loss_cls: 0.2673 d1.loss_bbox: 0.5320 d2.loss_cls: 0.2533 d2.loss_bbox: 0.5089 d3.loss_cls: 0.2460 d3.loss_bbox: 0.4980 d4.loss_cls: 0.2413 d4.loss_bbox: 0.4920 2022/12/24 08:03:00 - mmengine - INFO - Epoch(train) [20][4250/4689] lr: 2.0665e-05 eta: 6:42:50 time: 1.2669 data_time: 0.0687 memory: 14432 grad_norm: 63.4909 loss: 4.5905 loss_cls: 0.2315 loss_bbox: 0.4864 d0.loss_cls: 0.2952 d0.loss_bbox: 0.5886 d1.loss_cls: 0.2615 d1.loss_bbox: 0.5264 d2.loss_cls: 0.2464 d2.loss_bbox: 0.5030 d3.loss_cls: 0.2383 d3.loss_bbox: 0.4925 d4.loss_cls: 0.2339 d4.loss_bbox: 0.4867 2022/12/24 08:04:03 - mmengine - INFO - Epoch(train) [20][4300/4689] lr: 2.0665e-05 eta: 6:41:47 time: 1.2753 data_time: 0.0790 memory: 14432 grad_norm: 69.0788 loss: 4.7768 loss_cls: 0.2521 loss_bbox: 0.4959 d0.loss_cls: 0.3121 d0.loss_bbox: 0.6008 d1.loss_cls: 0.2798 d1.loss_bbox: 0.5396 d2.loss_cls: 0.2656 d2.loss_bbox: 0.5146 d3.loss_cls: 0.2581 d3.loss_bbox: 0.5057 d4.loss_cls: 0.2536 d4.loss_bbox: 0.4988 2022/12/24 08:05:07 - mmengine - INFO - Epoch(train) [20][4350/4689] lr: 2.0665e-05 eta: 6:40:44 time: 1.2689 data_time: 0.0654 memory: 14432 grad_norm: 69.5833 loss: 4.7663 loss_cls: 0.2544 loss_bbox: 0.4942 d0.loss_cls: 0.3112 d0.loss_bbox: 0.5938 d1.loss_cls: 0.2831 d1.loss_bbox: 0.5366 d2.loss_cls: 0.2683 d2.loss_bbox: 0.5120 d3.loss_cls: 0.2604 d3.loss_bbox: 0.5013 d4.loss_cls: 0.2556 d4.loss_bbox: 0.4955 2022/12/24 08:06:09 - mmengine - INFO - Epoch(train) [20][4400/4689] lr: 2.0665e-05 eta: 6:39:41 time: 1.2477 data_time: 0.0593 memory: 14432 grad_norm: 76.5565 loss: 4.4787 loss_cls: 0.2333 loss_bbox: 0.4655 d0.loss_cls: 0.2926 d0.loss_bbox: 0.5682 d1.loss_cls: 0.2615 d1.loss_bbox: 0.5099 d2.loss_cls: 0.2461 d2.loss_bbox: 0.4853 d3.loss_cls: 0.2400 d3.loss_bbox: 0.4732 d4.loss_cls: 0.2350 d4.loss_bbox: 0.4679 2022/12/24 08:07:12 - mmengine - INFO - Epoch(train) [20][4450/4689] lr: 2.0665e-05 eta: 6:38:38 time: 1.2509 data_time: 0.0678 memory: 14432 grad_norm: 68.1442 loss: 4.5526 loss_cls: 0.2240 loss_bbox: 0.4859 d0.loss_cls: 0.2891 d0.loss_bbox: 0.5899 d1.loss_cls: 0.2587 d1.loss_bbox: 0.5237 d2.loss_cls: 0.2413 d2.loss_bbox: 0.5027 d3.loss_cls: 0.2310 d3.loss_bbox: 0.4936 d4.loss_cls: 0.2257 d4.loss_bbox: 0.4870 2022/12/24 08:08:15 - mmengine - INFO - Epoch(train) [20][4500/4689] lr: 2.0665e-05 eta: 6:37:35 time: 1.2691 data_time: 0.0617 memory: 14432 grad_norm: 74.4777 loss: 4.6799 loss_cls: 0.2416 loss_bbox: 0.4915 d0.loss_cls: 0.2969 d0.loss_bbox: 0.5952 d1.loss_cls: 0.2683 d1.loss_bbox: 0.5350 d2.loss_cls: 0.2553 d2.loss_bbox: 0.5115 d3.loss_cls: 0.2471 d3.loss_bbox: 0.5005 d4.loss_cls: 0.2426 d4.loss_bbox: 0.4944 2022/12/24 08:09:18 - mmengine - INFO - Epoch(train) [20][4550/4689] lr: 2.0665e-05 eta: 6:36:32 time: 1.2551 data_time: 0.0648 memory: 14432 grad_norm: 92.2711 loss: 4.5077 loss_cls: 0.2243 loss_bbox: 0.4781 d0.loss_cls: 0.2878 d0.loss_bbox: 0.5793 d1.loss_cls: 0.2542 d1.loss_bbox: 0.5227 d2.loss_cls: 0.2422 d2.loss_bbox: 0.4940 d3.loss_cls: 0.2327 d3.loss_bbox: 0.4857 d4.loss_cls: 0.2255 d4.loss_bbox: 0.4812 2022/12/24 08:10:20 - mmengine - INFO - Epoch(train) [20][4600/4689] lr: 2.0665e-05 eta: 6:35:29 time: 1.2424 data_time: 0.0587 memory: 14432 grad_norm: 76.5800 loss: 4.6571 loss_cls: 0.2403 loss_bbox: 0.4906 d0.loss_cls: 0.3040 d0.loss_bbox: 0.5839 d1.loss_cls: 0.2689 d1.loss_bbox: 0.5297 d2.loss_cls: 0.2558 d2.loss_bbox: 0.5055 d3.loss_cls: 0.2466 d3.loss_bbox: 0.4975 d4.loss_cls: 0.2422 d4.loss_bbox: 0.4921 2022/12/24 08:11:23 - mmengine - INFO - Epoch(train) [20][4650/4689] lr: 2.0665e-05 eta: 6:34:26 time: 1.2579 data_time: 0.0699 memory: 14432 grad_norm: 87.4781 loss: 4.7211 loss_cls: 0.2487 loss_bbox: 0.4906 d0.loss_cls: 0.3078 d0.loss_bbox: 0.5926 d1.loss_cls: 0.2798 d1.loss_bbox: 0.5300 d2.loss_cls: 0.2648 d2.loss_bbox: 0.5089 d3.loss_cls: 0.2548 d3.loss_bbox: 0.4998 d4.loss_cls: 0.2508 d4.loss_bbox: 0.4925 2022/12/24 08:12:11 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 08:13:16 - mmengine - INFO - Epoch(train) [21][ 50/4689] lr: 1.3397e-05 eta: 6:32:34 time: 1.3030 data_time: 0.1087 memory: 14432 grad_norm: 85.5593 loss: 4.6178 loss_cls: 0.2335 loss_bbox: 0.4895 d0.loss_cls: 0.2942 d0.loss_bbox: 0.5866 d1.loss_cls: 0.2639 d1.loss_bbox: 0.5297 d2.loss_cls: 0.2508 d2.loss_bbox: 0.5052 d3.loss_cls: 0.2408 d3.loss_bbox: 0.4968 d4.loss_cls: 0.2358 d4.loss_bbox: 0.4910 2022/12/24 08:14:20 - mmengine - INFO - Epoch(train) [21][ 100/4689] lr: 1.3397e-05 eta: 6:31:32 time: 1.2660 data_time: 0.0622 memory: 14432 grad_norm: 89.8126 loss: 4.5936 loss_cls: 0.2357 loss_bbox: 0.4797 d0.loss_cls: 0.2968 d0.loss_bbox: 0.5874 d1.loss_cls: 0.2677 d1.loss_bbox: 0.5234 d2.loss_cls: 0.2531 d2.loss_bbox: 0.4989 d3.loss_cls: 0.2421 d3.loss_bbox: 0.4891 d4.loss_cls: 0.2373 d4.loss_bbox: 0.4824 2022/12/24 08:15:24 - mmengine - INFO - Epoch(train) [21][ 150/4689] lr: 1.3397e-05 eta: 6:30:29 time: 1.2900 data_time: 0.0685 memory: 14432 grad_norm: 66.4261 loss: 4.5756 loss_cls: 0.2332 loss_bbox: 0.4790 d0.loss_cls: 0.2904 d0.loss_bbox: 0.5881 d1.loss_cls: 0.2616 d1.loss_bbox: 0.5264 d2.loss_cls: 0.2487 d2.loss_bbox: 0.4999 d3.loss_cls: 0.2413 d3.loss_bbox: 0.4899 d4.loss_cls: 0.2350 d4.loss_bbox: 0.4823 2022/12/24 08:16:28 - mmengine - INFO - Epoch(train) [21][ 200/4689] lr: 1.3397e-05 eta: 6:29:26 time: 1.2820 data_time: 0.0685 memory: 14432 grad_norm: 75.6218 loss: 4.5745 loss_cls: 0.2291 loss_bbox: 0.4855 d0.loss_cls: 0.2885 d0.loss_bbox: 0.5870 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5259 d2.loss_cls: 0.2446 d2.loss_bbox: 0.5042 d3.loss_cls: 0.2355 d3.loss_bbox: 0.4947 d4.loss_cls: 0.2321 d4.loss_bbox: 0.4874 2022/12/24 08:16:53 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 08:17:31 - mmengine - INFO - Epoch(train) [21][ 250/4689] lr: 1.3397e-05 eta: 6:28:23 time: 1.2507 data_time: 0.0666 memory: 14432 grad_norm: 108.5685 loss: 4.5228 loss_cls: 0.2287 loss_bbox: 0.4764 d0.loss_cls: 0.2898 d0.loss_bbox: 0.5849 d1.loss_cls: 0.2588 d1.loss_bbox: 0.5169 d2.loss_cls: 0.2443 d2.loss_bbox: 0.4925 d3.loss_cls: 0.2360 d3.loss_bbox: 0.4849 d4.loss_cls: 0.2317 d4.loss_bbox: 0.4778 2022/12/24 08:18:34 - mmengine - INFO - Epoch(train) [21][ 300/4689] lr: 1.3397e-05 eta: 6:27:20 time: 1.2687 data_time: 0.0646 memory: 14432 grad_norm: 64.9491 loss: 4.6134 loss_cls: 0.2395 loss_bbox: 0.4796 d0.loss_cls: 0.3034 d0.loss_bbox: 0.5831 d1.loss_cls: 0.2706 d1.loss_bbox: 0.5275 d2.loss_cls: 0.2541 d2.loss_bbox: 0.4987 d3.loss_cls: 0.2459 d3.loss_bbox: 0.4886 d4.loss_cls: 0.2404 d4.loss_bbox: 0.4821 2022/12/24 08:19:38 - mmengine - INFO - Epoch(train) [21][ 350/4689] lr: 1.3397e-05 eta: 6:26:17 time: 1.2713 data_time: 0.0664 memory: 14432 grad_norm: 78.3015 loss: 4.6313 loss_cls: 0.2404 loss_bbox: 0.4825 d0.loss_cls: 0.3011 d0.loss_bbox: 0.5837 d1.loss_cls: 0.2699 d1.loss_bbox: 0.5272 d2.loss_cls: 0.2572 d2.loss_bbox: 0.5026 d3.loss_cls: 0.2478 d3.loss_bbox: 0.4923 d4.loss_cls: 0.2422 d4.loss_bbox: 0.4844 2022/12/24 08:20:41 - mmengine - INFO - Epoch(train) [21][ 400/4689] lr: 1.3397e-05 eta: 6:25:14 time: 1.2558 data_time: 0.0629 memory: 14432 grad_norm: 80.9082 loss: 4.5719 loss_cls: 0.2339 loss_bbox: 0.4789 d0.loss_cls: 0.2954 d0.loss_bbox: 0.5807 d1.loss_cls: 0.2648 d1.loss_bbox: 0.5221 d2.loss_cls: 0.2495 d2.loss_bbox: 0.4991 d3.loss_cls: 0.2402 d3.loss_bbox: 0.4894 d4.loss_cls: 0.2363 d4.loss_bbox: 0.4814 2022/12/24 08:21:45 - mmengine - INFO - Epoch(train) [21][ 450/4689] lr: 1.3397e-05 eta: 6:24:12 time: 1.2824 data_time: 0.0678 memory: 14432 grad_norm: 81.6122 loss: 4.5853 loss_cls: 0.2395 loss_bbox: 0.4771 d0.loss_cls: 0.2955 d0.loss_bbox: 0.5823 d1.loss_cls: 0.2684 d1.loss_bbox: 0.5207 d2.loss_cls: 0.2531 d2.loss_bbox: 0.4975 d3.loss_cls: 0.2451 d3.loss_bbox: 0.4863 d4.loss_cls: 0.2406 d4.loss_bbox: 0.4793 2022/12/24 08:22:48 - mmengine - INFO - Epoch(train) [21][ 500/4689] lr: 1.3397e-05 eta: 6:23:09 time: 1.2670 data_time: 0.0610 memory: 14432 grad_norm: 62.4300 loss: 4.4625 loss_cls: 0.2247 loss_bbox: 0.4713 d0.loss_cls: 0.2906 d0.loss_bbox: 0.5671 d1.loss_cls: 0.2569 d1.loss_bbox: 0.5104 d2.loss_cls: 0.2416 d2.loss_bbox: 0.4874 d3.loss_cls: 0.2313 d3.loss_bbox: 0.4805 d4.loss_cls: 0.2257 d4.loss_bbox: 0.4751 2022/12/24 08:23:52 - mmengine - INFO - Epoch(train) [21][ 550/4689] lr: 1.3397e-05 eta: 6:22:06 time: 1.2674 data_time: 0.0637 memory: 14432 grad_norm: 73.2154 loss: 4.5928 loss_cls: 0.2358 loss_bbox: 0.4805 d0.loss_cls: 0.2986 d0.loss_bbox: 0.5836 d1.loss_cls: 0.2665 d1.loss_bbox: 0.5230 d2.loss_cls: 0.2522 d2.loss_bbox: 0.4997 d3.loss_cls: 0.2426 d3.loss_bbox: 0.4898 d4.loss_cls: 0.2371 d4.loss_bbox: 0.4833 2022/12/24 08:24:55 - mmengine - INFO - Epoch(train) [21][ 600/4689] lr: 1.3397e-05 eta: 6:21:03 time: 1.2623 data_time: 0.0649 memory: 14432 grad_norm: 79.2763 loss: 4.4750 loss_cls: 0.2232 loss_bbox: 0.4708 d0.loss_cls: 0.2914 d0.loss_bbox: 0.5775 d1.loss_cls: 0.2568 d1.loss_bbox: 0.5158 d2.loss_cls: 0.2382 d2.loss_bbox: 0.4921 d3.loss_cls: 0.2308 d3.loss_bbox: 0.4806 d4.loss_cls: 0.2245 d4.loss_bbox: 0.4732 2022/12/24 08:25:58 - mmengine - INFO - Epoch(train) [21][ 650/4689] lr: 1.3397e-05 eta: 6:20:00 time: 1.2678 data_time: 0.0621 memory: 14432 grad_norm: 69.9899 loss: 4.6817 loss_cls: 0.2416 loss_bbox: 0.4923 d0.loss_cls: 0.3020 d0.loss_bbox: 0.5889 d1.loss_cls: 0.2722 d1.loss_bbox: 0.5322 d2.loss_cls: 0.2546 d2.loss_bbox: 0.5122 d3.loss_cls: 0.2478 d3.loss_bbox: 0.5006 d4.loss_cls: 0.2430 d4.loss_bbox: 0.4942 2022/12/24 08:27:02 - mmengine - INFO - Epoch(train) [21][ 700/4689] lr: 1.3397e-05 eta: 6:18:57 time: 1.2652 data_time: 0.0580 memory: 14432 grad_norm: 86.5950 loss: 4.5050 loss_cls: 0.2294 loss_bbox: 0.4723 d0.loss_cls: 0.2888 d0.loss_bbox: 0.5780 d1.loss_cls: 0.2586 d1.loss_bbox: 0.5174 d2.loss_cls: 0.2427 d2.loss_bbox: 0.4928 d3.loss_cls: 0.2347 d3.loss_bbox: 0.4838 d4.loss_cls: 0.2309 d4.loss_bbox: 0.4756 2022/12/24 08:28:04 - mmengine - INFO - Epoch(train) [21][ 750/4689] lr: 1.3397e-05 eta: 6:17:54 time: 1.2574 data_time: 0.0613 memory: 14432 grad_norm: 71.8418 loss: 4.5427 loss_cls: 0.2323 loss_bbox: 0.4773 d0.loss_cls: 0.2941 d0.loss_bbox: 0.5814 d1.loss_cls: 0.2621 d1.loss_bbox: 0.5184 d2.loss_cls: 0.2470 d2.loss_bbox: 0.4950 d3.loss_cls: 0.2381 d3.loss_bbox: 0.4843 d4.loss_cls: 0.2335 d4.loss_bbox: 0.4793 2022/12/24 08:29:07 - mmengine - INFO - Epoch(train) [21][ 800/4689] lr: 1.3397e-05 eta: 6:16:51 time: 1.2532 data_time: 0.0612 memory: 14432 grad_norm: 76.7907 loss: 4.5590 loss_cls: 0.2330 loss_bbox: 0.4822 d0.loss_cls: 0.2961 d0.loss_bbox: 0.5755 d1.loss_cls: 0.2632 d1.loss_bbox: 0.5193 d2.loss_cls: 0.2490 d2.loss_bbox: 0.4952 d3.loss_cls: 0.2399 d3.loss_bbox: 0.4872 d4.loss_cls: 0.2351 d4.loss_bbox: 0.4833 2022/12/24 08:30:10 - mmengine - INFO - Epoch(train) [21][ 850/4689] lr: 1.3397e-05 eta: 6:15:48 time: 1.2497 data_time: 0.0633 memory: 14432 grad_norm: 67.6786 loss: 4.6222 loss_cls: 0.2376 loss_bbox: 0.4845 d0.loss_cls: 0.2995 d0.loss_bbox: 0.5867 d1.loss_cls: 0.2688 d1.loss_bbox: 0.5252 d2.loss_cls: 0.2545 d2.loss_bbox: 0.5019 d3.loss_cls: 0.2434 d3.loss_bbox: 0.4940 d4.loss_cls: 0.2387 d4.loss_bbox: 0.4875 2022/12/24 08:31:12 - mmengine - INFO - Epoch(train) [21][ 900/4689] lr: 1.3397e-05 eta: 6:14:45 time: 1.2522 data_time: 0.0592 memory: 14432 grad_norm: 64.2442 loss: 4.7213 loss_cls: 0.2431 loss_bbox: 0.4945 d0.loss_cls: 0.3045 d0.loss_bbox: 0.5967 d1.loss_cls: 0.2743 d1.loss_bbox: 0.5382 d2.loss_cls: 0.2595 d2.loss_bbox: 0.5154 d3.loss_cls: 0.2490 d3.loss_bbox: 0.5046 d4.loss_cls: 0.2453 d4.loss_bbox: 0.4961 2022/12/24 08:32:16 - mmengine - INFO - Epoch(train) [21][ 950/4689] lr: 1.3397e-05 eta: 6:13:42 time: 1.2728 data_time: 0.0657 memory: 14432 grad_norm: 81.9398 loss: 4.5895 loss_cls: 0.2341 loss_bbox: 0.4844 d0.loss_cls: 0.2920 d0.loss_bbox: 0.5850 d1.loss_cls: 0.2636 d1.loss_bbox: 0.5247 d2.loss_cls: 0.2513 d2.loss_bbox: 0.4992 d3.loss_cls: 0.2415 d3.loss_bbox: 0.4917 d4.loss_cls: 0.2369 d4.loss_bbox: 0.4850 2022/12/24 08:33:19 - mmengine - INFO - Epoch(train) [21][1000/4689] lr: 1.3397e-05 eta: 6:12:39 time: 1.2701 data_time: 0.0703 memory: 14432 grad_norm: 92.5487 loss: 4.4820 loss_cls: 0.2279 loss_bbox: 0.4688 d0.loss_cls: 0.2900 d0.loss_bbox: 0.5784 d1.loss_cls: 0.2572 d1.loss_bbox: 0.5149 d2.loss_cls: 0.2464 d2.loss_bbox: 0.4854 d3.loss_cls: 0.2347 d3.loss_bbox: 0.4778 d4.loss_cls: 0.2298 d4.loss_bbox: 0.4708 2022/12/24 08:34:23 - mmengine - INFO - Epoch(train) [21][1050/4689] lr: 1.3397e-05 eta: 6:11:36 time: 1.2698 data_time: 0.0694 memory: 14432 grad_norm: 72.2654 loss: 4.6071 loss_cls: 0.2365 loss_bbox: 0.4820 d0.loss_cls: 0.2977 d0.loss_bbox: 0.5911 d1.loss_cls: 0.2659 d1.loss_bbox: 0.5258 d2.loss_cls: 0.2495 d2.loss_bbox: 0.5018 d3.loss_cls: 0.2424 d3.loss_bbox: 0.4916 d4.loss_cls: 0.2375 d4.loss_bbox: 0.4853 2022/12/24 08:35:26 - mmengine - INFO - Epoch(train) [21][1100/4689] lr: 1.3397e-05 eta: 6:10:34 time: 1.2671 data_time: 0.0670 memory: 14432 grad_norm: 72.7638 loss: 4.6162 loss_cls: 0.2396 loss_bbox: 0.4779 d0.loss_cls: 0.3047 d0.loss_bbox: 0.5872 d1.loss_cls: 0.2703 d1.loss_bbox: 0.5262 d2.loss_cls: 0.2555 d2.loss_bbox: 0.4990 d3.loss_cls: 0.2465 d3.loss_bbox: 0.4872 d4.loss_cls: 0.2408 d4.loss_bbox: 0.4813 2022/12/24 08:36:29 - mmengine - INFO - Epoch(train) [21][1150/4689] lr: 1.3397e-05 eta: 6:09:31 time: 1.2528 data_time: 0.0687 memory: 14432 grad_norm: 72.5045 loss: 4.5097 loss_cls: 0.2251 loss_bbox: 0.4755 d0.loss_cls: 0.2888 d0.loss_bbox: 0.5793 d1.loss_cls: 0.2595 d1.loss_bbox: 0.5209 d2.loss_cls: 0.2451 d2.loss_bbox: 0.4932 d3.loss_cls: 0.2338 d3.loss_bbox: 0.4838 d4.loss_cls: 0.2288 d4.loss_bbox: 0.4759 2022/12/24 08:37:32 - mmengine - INFO - Epoch(train) [21][1200/4689] lr: 1.3397e-05 eta: 6:08:28 time: 1.2553 data_time: 0.0567 memory: 14432 grad_norm: 88.4896 loss: 4.6024 loss_cls: 0.2345 loss_bbox: 0.4850 d0.loss_cls: 0.2960 d0.loss_bbox: 0.5821 d1.loss_cls: 0.2631 d1.loss_bbox: 0.5261 d2.loss_cls: 0.2495 d2.loss_bbox: 0.5050 d3.loss_cls: 0.2410 d3.loss_bbox: 0.4948 d4.loss_cls: 0.2373 d4.loss_bbox: 0.4878 2022/12/24 08:37:56 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 08:38:34 - mmengine - INFO - Epoch(train) [21][1250/4689] lr: 1.3397e-05 eta: 6:07:25 time: 1.2520 data_time: 0.0596 memory: 14432 grad_norm: 71.3917 loss: 4.4297 loss_cls: 0.2246 loss_bbox: 0.4659 d0.loss_cls: 0.2873 d0.loss_bbox: 0.5690 d1.loss_cls: 0.2530 d1.loss_bbox: 0.5077 d2.loss_cls: 0.2400 d2.loss_bbox: 0.4830 d3.loss_cls: 0.2311 d3.loss_bbox: 0.4738 d4.loss_cls: 0.2264 d4.loss_bbox: 0.4680 2022/12/24 08:39:38 - mmengine - INFO - Epoch(train) [21][1300/4689] lr: 1.3397e-05 eta: 6:06:22 time: 1.2612 data_time: 0.0603 memory: 14432 grad_norm: 64.5486 loss: 4.4747 loss_cls: 0.2231 loss_bbox: 0.4752 d0.loss_cls: 0.2866 d0.loss_bbox: 0.5763 d1.loss_cls: 0.2528 d1.loss_bbox: 0.5145 d2.loss_cls: 0.2395 d2.loss_bbox: 0.4899 d3.loss_cls: 0.2308 d3.loss_bbox: 0.4833 d4.loss_cls: 0.2239 d4.loss_bbox: 0.4787 2022/12/24 08:40:42 - mmengine - INFO - Epoch(train) [21][1350/4689] lr: 1.3397e-05 eta: 6:05:19 time: 1.2808 data_time: 0.0791 memory: 14432 grad_norm: 65.4806 loss: 4.5697 loss_cls: 0.2312 loss_bbox: 0.4797 d0.loss_cls: 0.2950 d0.loss_bbox: 0.5872 d1.loss_cls: 0.2624 d1.loss_bbox: 0.5248 d2.loss_cls: 0.2471 d2.loss_bbox: 0.5005 d3.loss_cls: 0.2379 d3.loss_bbox: 0.4892 d4.loss_cls: 0.2331 d4.loss_bbox: 0.4816 2022/12/24 08:41:44 - mmengine - INFO - Epoch(train) [21][1400/4689] lr: 1.3397e-05 eta: 6:04:16 time: 1.2412 data_time: 0.0612 memory: 14432 grad_norm: 82.3674 loss: 4.6195 loss_cls: 0.2411 loss_bbox: 0.4781 d0.loss_cls: 0.3035 d0.loss_bbox: 0.5882 d1.loss_cls: 0.2708 d1.loss_bbox: 0.5240 d2.loss_cls: 0.2582 d2.loss_bbox: 0.4966 d3.loss_cls: 0.2467 d3.loss_bbox: 0.4890 d4.loss_cls: 0.2415 d4.loss_bbox: 0.4819 2022/12/24 08:42:47 - mmengine - INFO - Epoch(train) [21][1450/4689] lr: 1.3397e-05 eta: 6:03:13 time: 1.2672 data_time: 0.0594 memory: 14432 grad_norm: 73.0240 loss: 4.8066 loss_cls: 0.2530 loss_bbox: 0.4985 d0.loss_cls: 0.3146 d0.loss_bbox: 0.6004 d1.loss_cls: 0.2869 d1.loss_bbox: 0.5417 d2.loss_cls: 0.2700 d2.loss_bbox: 0.5176 d3.loss_cls: 0.2606 d3.loss_bbox: 0.5072 d4.loss_cls: 0.2553 d4.loss_bbox: 0.5007 2022/12/24 08:43:49 - mmengine - INFO - Epoch(train) [21][1500/4689] lr: 1.3397e-05 eta: 6:02:10 time: 1.2462 data_time: 0.0588 memory: 14432 grad_norm: 63.8572 loss: 4.6800 loss_cls: 0.2445 loss_bbox: 0.4869 d0.loss_cls: 0.3016 d0.loss_bbox: 0.5909 d1.loss_cls: 0.2724 d1.loss_bbox: 0.5336 d2.loss_cls: 0.2581 d2.loss_bbox: 0.5083 d3.loss_cls: 0.2505 d3.loss_bbox: 0.4969 d4.loss_cls: 0.2453 d4.loss_bbox: 0.4909 2022/12/24 08:44:52 - mmengine - INFO - Epoch(train) [21][1550/4689] lr: 1.3397e-05 eta: 6:01:07 time: 1.2577 data_time: 0.0582 memory: 14432 grad_norm: 64.0442 loss: 4.5005 loss_cls: 0.2274 loss_bbox: 0.4730 d0.loss_cls: 0.2934 d0.loss_bbox: 0.5761 d1.loss_cls: 0.2593 d1.loss_bbox: 0.5150 d2.loss_cls: 0.2443 d2.loss_bbox: 0.4916 d3.loss_cls: 0.2358 d3.loss_bbox: 0.4804 d4.loss_cls: 0.2295 d4.loss_bbox: 0.4749 2022/12/24 08:45:56 - mmengine - INFO - Epoch(train) [21][1600/4689] lr: 1.3397e-05 eta: 6:00:04 time: 1.2657 data_time: 0.0629 memory: 14432 grad_norm: 73.9461 loss: 4.5795 loss_cls: 0.2361 loss_bbox: 0.4806 d0.loss_cls: 0.2918 d0.loss_bbox: 0.5830 d1.loss_cls: 0.2634 d1.loss_bbox: 0.5249 d2.loss_cls: 0.2479 d2.loss_bbox: 0.5000 d3.loss_cls: 0.2418 d3.loss_bbox: 0.4893 d4.loss_cls: 0.2382 d4.loss_bbox: 0.4825 2022/12/24 08:46:59 - mmengine - INFO - Epoch(train) [21][1650/4689] lr: 1.3397e-05 eta: 5:59:01 time: 1.2674 data_time: 0.0605 memory: 14432 grad_norm: 64.3112 loss: 4.6866 loss_cls: 0.2445 loss_bbox: 0.4858 d0.loss_cls: 0.3055 d0.loss_bbox: 0.5952 d1.loss_cls: 0.2738 d1.loss_bbox: 0.5327 d2.loss_cls: 0.2589 d2.loss_bbox: 0.5085 d3.loss_cls: 0.2506 d3.loss_bbox: 0.4961 d4.loss_cls: 0.2463 d4.loss_bbox: 0.4886 2022/12/24 08:48:02 - mmengine - INFO - Epoch(train) [21][1700/4689] lr: 1.3397e-05 eta: 5:57:58 time: 1.2639 data_time: 0.0679 memory: 14432 grad_norm: 70.7563 loss: 4.6362 loss_cls: 0.2355 loss_bbox: 0.4887 d0.loss_cls: 0.2997 d0.loss_bbox: 0.5881 d1.loss_cls: 0.2661 d1.loss_bbox: 0.5300 d2.loss_cls: 0.2509 d2.loss_bbox: 0.5081 d3.loss_cls: 0.2433 d3.loss_bbox: 0.4973 d4.loss_cls: 0.2375 d4.loss_bbox: 0.4909 2022/12/24 08:49:07 - mmengine - INFO - Epoch(train) [21][1750/4689] lr: 1.3397e-05 eta: 5:56:55 time: 1.2930 data_time: 0.0736 memory: 14432 grad_norm: 55.6432 loss: 4.6904 loss_cls: 0.2448 loss_bbox: 0.4881 d0.loss_cls: 0.3088 d0.loss_bbox: 0.5875 d1.loss_cls: 0.2782 d1.loss_bbox: 0.5256 d2.loss_cls: 0.2640 d2.loss_bbox: 0.5054 d3.loss_cls: 0.2530 d3.loss_bbox: 0.4968 d4.loss_cls: 0.2488 d4.loss_bbox: 0.4893 2022/12/24 08:50:11 - mmengine - INFO - Epoch(train) [21][1800/4689] lr: 1.3397e-05 eta: 5:55:53 time: 1.2797 data_time: 0.0641 memory: 14432 grad_norm: 74.3781 loss: 4.7199 loss_cls: 0.2444 loss_bbox: 0.4948 d0.loss_cls: 0.3049 d0.loss_bbox: 0.5968 d1.loss_cls: 0.2743 d1.loss_bbox: 0.5356 d2.loss_cls: 0.2607 d2.loss_bbox: 0.5120 d3.loss_cls: 0.2508 d3.loss_bbox: 0.5032 d4.loss_cls: 0.2466 d4.loss_bbox: 0.4959 2022/12/24 08:51:14 - mmengine - INFO - Epoch(train) [21][1850/4689] lr: 1.3397e-05 eta: 5:54:50 time: 1.2624 data_time: 0.0600 memory: 14432 grad_norm: 70.2350 loss: 4.7401 loss_cls: 0.2518 loss_bbox: 0.4914 d0.loss_cls: 0.3148 d0.loss_bbox: 0.5901 d1.loss_cls: 0.2854 d1.loss_bbox: 0.5287 d2.loss_cls: 0.2680 d2.loss_bbox: 0.5068 d3.loss_cls: 0.2587 d3.loss_bbox: 0.4978 d4.loss_cls: 0.2540 d4.loss_bbox: 0.4927 2022/12/24 08:52:17 - mmengine - INFO - Epoch(train) [21][1900/4689] lr: 1.3397e-05 eta: 5:53:47 time: 1.2640 data_time: 0.0632 memory: 14432 grad_norm: 77.0317 loss: 4.6189 loss_cls: 0.2384 loss_bbox: 0.4809 d0.loss_cls: 0.3046 d0.loss_bbox: 0.5889 d1.loss_cls: 0.2714 d1.loss_bbox: 0.5244 d2.loss_cls: 0.2564 d2.loss_bbox: 0.4974 d3.loss_cls: 0.2459 d3.loss_bbox: 0.4880 d4.loss_cls: 0.2409 d4.loss_bbox: 0.4819 2022/12/24 08:53:21 - mmengine - INFO - Epoch(train) [21][1950/4689] lr: 1.3397e-05 eta: 5:52:44 time: 1.2816 data_time: 0.0605 memory: 14432 grad_norm: 57.7537 loss: 4.6267 loss_cls: 0.2342 loss_bbox: 0.4862 d0.loss_cls: 0.2969 d0.loss_bbox: 0.5922 d1.loss_cls: 0.2649 d1.loss_bbox: 0.5312 d2.loss_cls: 0.2516 d2.loss_bbox: 0.5061 d3.loss_cls: 0.2425 d3.loss_bbox: 0.4954 d4.loss_cls: 0.2363 d4.loss_bbox: 0.4891 2022/12/24 08:54:23 - mmengine - INFO - Epoch(train) [21][2000/4689] lr: 1.3397e-05 eta: 5:51:41 time: 1.2391 data_time: 0.0607 memory: 14432 grad_norm: 63.7159 loss: 4.7166 loss_cls: 0.2421 loss_bbox: 0.4953 d0.loss_cls: 0.3067 d0.loss_bbox: 0.5995 d1.loss_cls: 0.2749 d1.loss_bbox: 0.5359 d2.loss_cls: 0.2580 d2.loss_bbox: 0.5130 d3.loss_cls: 0.2485 d3.loss_bbox: 0.5016 d4.loss_cls: 0.2455 d4.loss_bbox: 0.4954 2022/12/24 08:55:26 - mmengine - INFO - Epoch(train) [21][2050/4689] lr: 1.3397e-05 eta: 5:50:38 time: 1.2498 data_time: 0.0592 memory: 14432 grad_norm: 77.3262 loss: 4.6546 loss_cls: 0.2400 loss_bbox: 0.4851 d0.loss_cls: 0.3030 d0.loss_bbox: 0.5920 d1.loss_cls: 0.2735 d1.loss_bbox: 0.5273 d2.loss_cls: 0.2583 d2.loss_bbox: 0.5016 d3.loss_cls: 0.2474 d3.loss_bbox: 0.4955 d4.loss_cls: 0.2416 d4.loss_bbox: 0.4893 2022/12/24 08:56:29 - mmengine - INFO - Epoch(train) [21][2100/4689] lr: 1.3397e-05 eta: 5:49:35 time: 1.2724 data_time: 0.0659 memory: 14432 grad_norm: 94.5122 loss: 4.5762 loss_cls: 0.2352 loss_bbox: 0.4773 d0.loss_cls: 0.2974 d0.loss_bbox: 0.5870 d1.loss_cls: 0.2657 d1.loss_bbox: 0.5209 d2.loss_cls: 0.2514 d2.loss_bbox: 0.4962 d3.loss_cls: 0.2404 d3.loss_bbox: 0.4883 d4.loss_cls: 0.2360 d4.loss_bbox: 0.4804 2022/12/24 08:57:32 - mmengine - INFO - Epoch(train) [21][2150/4689] lr: 1.3397e-05 eta: 5:48:32 time: 1.2571 data_time: 0.0626 memory: 14432 grad_norm: 69.6171 loss: 4.6458 loss_cls: 0.2381 loss_bbox: 0.4856 d0.loss_cls: 0.2977 d0.loss_bbox: 0.5977 d1.loss_cls: 0.2636 d1.loss_bbox: 0.5346 d2.loss_cls: 0.2522 d2.loss_bbox: 0.5080 d3.loss_cls: 0.2437 d3.loss_bbox: 0.4969 d4.loss_cls: 0.2383 d4.loss_bbox: 0.4893 2022/12/24 08:58:34 - mmengine - INFO - Epoch(train) [21][2200/4689] lr: 1.3397e-05 eta: 5:47:29 time: 1.2350 data_time: 0.0581 memory: 14432 grad_norm: 78.7102 loss: 4.6428 loss_cls: 0.2329 loss_bbox: 0.4898 d0.loss_cls: 0.2958 d0.loss_bbox: 0.5990 d1.loss_cls: 0.2650 d1.loss_bbox: 0.5355 d2.loss_cls: 0.2484 d2.loss_bbox: 0.5109 d3.loss_cls: 0.2378 d3.loss_bbox: 0.5013 d4.loss_cls: 0.2332 d4.loss_bbox: 0.4932 2022/12/24 08:58:59 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 08:59:38 - mmengine - INFO - Epoch(train) [21][2250/4689] lr: 1.3397e-05 eta: 5:46:26 time: 1.2681 data_time: 0.0568 memory: 14432 grad_norm: 56.3557 loss: 4.6961 loss_cls: 0.2462 loss_bbox: 0.4883 d0.loss_cls: 0.3067 d0.loss_bbox: 0.5927 d1.loss_cls: 0.2774 d1.loss_bbox: 0.5290 d2.loss_cls: 0.2620 d2.loss_bbox: 0.5065 d3.loss_cls: 0.2530 d3.loss_bbox: 0.4961 d4.loss_cls: 0.2481 d4.loss_bbox: 0.4902 2022/12/24 09:00:41 - mmengine - INFO - Epoch(train) [21][2300/4689] lr: 1.3397e-05 eta: 5:45:23 time: 1.2718 data_time: 0.0579 memory: 14432 grad_norm: 72.1270 loss: 4.6707 loss_cls: 0.2478 loss_bbox: 0.4826 d0.loss_cls: 0.3058 d0.loss_bbox: 0.5904 d1.loss_cls: 0.2785 d1.loss_bbox: 0.5245 d2.loss_cls: 0.2626 d2.loss_bbox: 0.5013 d3.loss_cls: 0.2539 d3.loss_bbox: 0.4904 d4.loss_cls: 0.2484 d4.loss_bbox: 0.4844 2022/12/24 09:01:45 - mmengine - INFO - Epoch(train) [21][2350/4689] lr: 1.3397e-05 eta: 5:44:20 time: 1.2687 data_time: 0.0575 memory: 14432 grad_norm: 79.9449 loss: 4.6502 loss_cls: 0.2375 loss_bbox: 0.4885 d0.loss_cls: 0.2961 d0.loss_bbox: 0.5944 d1.loss_cls: 0.2681 d1.loss_bbox: 0.5321 d2.loss_cls: 0.2526 d2.loss_bbox: 0.5094 d3.loss_cls: 0.2445 d3.loss_bbox: 0.4967 d4.loss_cls: 0.2390 d4.loss_bbox: 0.4914 2022/12/24 09:02:48 - mmengine - INFO - Epoch(train) [21][2400/4689] lr: 1.3397e-05 eta: 5:43:17 time: 1.2694 data_time: 0.0658 memory: 14432 grad_norm: 66.3085 loss: 4.5795 loss_cls: 0.2358 loss_bbox: 0.4765 d0.loss_cls: 0.3007 d0.loss_bbox: 0.5834 d1.loss_cls: 0.2658 d1.loss_bbox: 0.5232 d2.loss_cls: 0.2501 d2.loss_bbox: 0.4969 d3.loss_cls: 0.2414 d3.loss_bbox: 0.4879 d4.loss_cls: 0.2358 d4.loss_bbox: 0.4819 2022/12/24 09:03:51 - mmengine - INFO - Epoch(train) [21][2450/4689] lr: 1.3397e-05 eta: 5:42:14 time: 1.2603 data_time: 0.0610 memory: 14432 grad_norm: 63.6180 loss: 4.7278 loss_cls: 0.2475 loss_bbox: 0.4917 d0.loss_cls: 0.3070 d0.loss_bbox: 0.6002 d1.loss_cls: 0.2745 d1.loss_bbox: 0.5373 d2.loss_cls: 0.2589 d2.loss_bbox: 0.5128 d3.loss_cls: 0.2510 d3.loss_bbox: 0.5036 d4.loss_cls: 0.2482 d4.loss_bbox: 0.4952 2022/12/24 09:04:55 - mmengine - INFO - Epoch(train) [21][2500/4689] lr: 1.3397e-05 eta: 5:41:11 time: 1.2698 data_time: 0.0706 memory: 14432 grad_norm: 80.9052 loss: 4.6569 loss_cls: 0.2417 loss_bbox: 0.4865 d0.loss_cls: 0.3002 d0.loss_bbox: 0.5883 d1.loss_cls: 0.2727 d1.loss_bbox: 0.5283 d2.loss_cls: 0.2571 d2.loss_bbox: 0.5053 d3.loss_cls: 0.2502 d3.loss_bbox: 0.4949 d4.loss_cls: 0.2432 d4.loss_bbox: 0.4885 2022/12/24 09:05:57 - mmengine - INFO - Epoch(train) [21][2550/4689] lr: 1.3397e-05 eta: 5:40:08 time: 1.2447 data_time: 0.0589 memory: 14432 grad_norm: 84.8128 loss: 4.6595 loss_cls: 0.2426 loss_bbox: 0.4867 d0.loss_cls: 0.3008 d0.loss_bbox: 0.5910 d1.loss_cls: 0.2723 d1.loss_bbox: 0.5264 d2.loss_cls: 0.2593 d2.loss_bbox: 0.5027 d3.loss_cls: 0.2501 d3.loss_bbox: 0.4942 d4.loss_cls: 0.2442 d4.loss_bbox: 0.4891 2022/12/24 09:06:59 - mmengine - INFO - Epoch(train) [21][2600/4689] lr: 1.3397e-05 eta: 5:39:05 time: 1.2478 data_time: 0.0648 memory: 14432 grad_norm: 86.4871 loss: 4.6744 loss_cls: 0.2389 loss_bbox: 0.4896 d0.loss_cls: 0.3012 d0.loss_bbox: 0.5972 d1.loss_cls: 0.2715 d1.loss_bbox: 0.5349 d2.loss_cls: 0.2555 d2.loss_bbox: 0.5094 d3.loss_cls: 0.2458 d3.loss_bbox: 0.4982 d4.loss_cls: 0.2412 d4.loss_bbox: 0.4910 2022/12/24 09:08:02 - mmengine - INFO - Epoch(train) [21][2650/4689] lr: 1.3397e-05 eta: 5:38:02 time: 1.2588 data_time: 0.0658 memory: 14432 grad_norm: 126.5673 loss: 4.7169 loss_cls: 0.2436 loss_bbox: 0.4948 d0.loss_cls: 0.3069 d0.loss_bbox: 0.5935 d1.loss_cls: 0.2731 d1.loss_bbox: 0.5374 d2.loss_cls: 0.2607 d2.loss_bbox: 0.5104 d3.loss_cls: 0.2516 d3.loss_bbox: 0.5025 d4.loss_cls: 0.2448 d4.loss_bbox: 0.4975 2022/12/24 09:09:05 - mmengine - INFO - Epoch(train) [21][2700/4689] lr: 1.3397e-05 eta: 5:36:59 time: 1.2573 data_time: 0.0675 memory: 14432 grad_norm: 72.4330 loss: 4.5861 loss_cls: 0.2318 loss_bbox: 0.4825 d0.loss_cls: 0.2979 d0.loss_bbox: 0.5850 d1.loss_cls: 0.2623 d1.loss_bbox: 0.5254 d2.loss_cls: 0.2490 d2.loss_bbox: 0.5005 d3.loss_cls: 0.2392 d3.loss_bbox: 0.4930 d4.loss_cls: 0.2339 d4.loss_bbox: 0.4854 2022/12/24 09:10:08 - mmengine - INFO - Epoch(train) [21][2750/4689] lr: 1.3397e-05 eta: 5:35:56 time: 1.2653 data_time: 0.0598 memory: 14432 grad_norm: 79.9115 loss: 4.6443 loss_cls: 0.2394 loss_bbox: 0.4852 d0.loss_cls: 0.3001 d0.loss_bbox: 0.5926 d1.loss_cls: 0.2694 d1.loss_bbox: 0.5297 d2.loss_cls: 0.2546 d2.loss_bbox: 0.5030 d3.loss_cls: 0.2460 d3.loss_bbox: 0.4956 d4.loss_cls: 0.2418 d4.loss_bbox: 0.4869 2022/12/24 09:11:11 - mmengine - INFO - Epoch(train) [21][2800/4689] lr: 1.3397e-05 eta: 5:34:53 time: 1.2462 data_time: 0.0667 memory: 14432 grad_norm: 56.3917 loss: 4.7422 loss_cls: 0.2492 loss_bbox: 0.4927 d0.loss_cls: 0.3091 d0.loss_bbox: 0.5969 d1.loss_cls: 0.2806 d1.loss_bbox: 0.5349 d2.loss_cls: 0.2650 d2.loss_bbox: 0.5113 d3.loss_cls: 0.2558 d3.loss_bbox: 0.5014 d4.loss_cls: 0.2506 d4.loss_bbox: 0.4949 2022/12/24 09:12:13 - mmengine - INFO - Epoch(train) [21][2850/4689] lr: 1.3397e-05 eta: 5:33:50 time: 1.2531 data_time: 0.0649 memory: 14432 grad_norm: 66.3540 loss: 4.5759 loss_cls: 0.2260 loss_bbox: 0.4859 d0.loss_cls: 0.2930 d0.loss_bbox: 0.5876 d1.loss_cls: 0.2597 d1.loss_bbox: 0.5288 d2.loss_cls: 0.2439 d2.loss_bbox: 0.5057 d3.loss_cls: 0.2328 d3.loss_bbox: 0.4961 d4.loss_cls: 0.2274 d4.loss_bbox: 0.4889 2022/12/24 09:13:16 - mmengine - INFO - Epoch(train) [21][2900/4689] lr: 1.3397e-05 eta: 5:32:47 time: 1.2478 data_time: 0.0593 memory: 14432 grad_norm: 63.8525 loss: 4.5194 loss_cls: 0.2280 loss_bbox: 0.4755 d0.loss_cls: 0.2945 d0.loss_bbox: 0.5788 d1.loss_cls: 0.2577 d1.loss_bbox: 0.5188 d2.loss_cls: 0.2429 d2.loss_bbox: 0.4960 d3.loss_cls: 0.2347 d3.loss_bbox: 0.4851 d4.loss_cls: 0.2302 d4.loss_bbox: 0.4770 2022/12/24 09:14:18 - mmengine - INFO - Epoch(train) [21][2950/4689] lr: 1.3397e-05 eta: 5:31:44 time: 1.2487 data_time: 0.0606 memory: 14432 grad_norm: 95.4439 loss: 4.5130 loss_cls: 0.2267 loss_bbox: 0.4765 d0.loss_cls: 0.2909 d0.loss_bbox: 0.5793 d1.loss_cls: 0.2588 d1.loss_bbox: 0.5184 d2.loss_cls: 0.2427 d2.loss_bbox: 0.4941 d3.loss_cls: 0.2340 d3.loss_bbox: 0.4849 d4.loss_cls: 0.2281 d4.loss_bbox: 0.4786 2022/12/24 09:15:21 - mmengine - INFO - Epoch(train) [21][3000/4689] lr: 1.3397e-05 eta: 5:30:41 time: 1.2624 data_time: 0.0611 memory: 14432 grad_norm: 76.4923 loss: 4.6977 loss_cls: 0.2391 loss_bbox: 0.4960 d0.loss_cls: 0.2989 d0.loss_bbox: 0.5969 d1.loss_cls: 0.2678 d1.loss_bbox: 0.5389 d2.loss_cls: 0.2562 d2.loss_bbox: 0.5144 d3.loss_cls: 0.2457 d3.loss_bbox: 0.5047 d4.loss_cls: 0.2399 d4.loss_bbox: 0.4990 2022/12/24 09:16:26 - mmengine - INFO - Epoch(train) [21][3050/4689] lr: 1.3397e-05 eta: 5:29:38 time: 1.2826 data_time: 0.0620 memory: 14432 grad_norm: 80.6314 loss: 4.5508 loss_cls: 0.2307 loss_bbox: 0.4781 d0.loss_cls: 0.2841 d0.loss_bbox: 0.5904 d1.loss_cls: 0.2564 d1.loss_bbox: 0.5273 d2.loss_cls: 0.2454 d2.loss_bbox: 0.4995 d3.loss_cls: 0.2382 d3.loss_bbox: 0.4877 d4.loss_cls: 0.2331 d4.loss_bbox: 0.4798 2022/12/24 09:17:28 - mmengine - INFO - Epoch(train) [21][3100/4689] lr: 1.3397e-05 eta: 5:28:35 time: 1.2452 data_time: 0.0631 memory: 14432 grad_norm: 74.3821 loss: 4.6641 loss_cls: 0.2380 loss_bbox: 0.4916 d0.loss_cls: 0.2995 d0.loss_bbox: 0.5968 d1.loss_cls: 0.2671 d1.loss_bbox: 0.5323 d2.loss_cls: 0.2529 d2.loss_bbox: 0.5086 d3.loss_cls: 0.2443 d3.loss_bbox: 0.5000 d4.loss_cls: 0.2396 d4.loss_bbox: 0.4936 2022/12/24 09:18:31 - mmengine - INFO - Epoch(train) [21][3150/4689] lr: 1.3397e-05 eta: 5:27:32 time: 1.2649 data_time: 0.0660 memory: 14432 grad_norm: 74.8601 loss: 4.5487 loss_cls: 0.2334 loss_bbox: 0.4744 d0.loss_cls: 0.2905 d0.loss_bbox: 0.5860 d1.loss_cls: 0.2613 d1.loss_bbox: 0.5236 d2.loss_cls: 0.2470 d2.loss_bbox: 0.4962 d3.loss_cls: 0.2386 d3.loss_bbox: 0.4858 d4.loss_cls: 0.2359 d4.loss_bbox: 0.4760 2022/12/24 09:19:35 - mmengine - INFO - Epoch(train) [21][3200/4689] lr: 1.3397e-05 eta: 5:26:30 time: 1.2741 data_time: 0.0713 memory: 14432 grad_norm: 74.6853 loss: 4.6572 loss_cls: 0.2395 loss_bbox: 0.4857 d0.loss_cls: 0.3017 d0.loss_bbox: 0.5957 d1.loss_cls: 0.2702 d1.loss_bbox: 0.5317 d2.loss_cls: 0.2557 d2.loss_bbox: 0.5047 d3.loss_cls: 0.2457 d3.loss_bbox: 0.4970 d4.loss_cls: 0.2409 d4.loss_bbox: 0.4888 2022/12/24 09:20:00 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 09:20:38 - mmengine - INFO - Epoch(train) [21][3250/4689] lr: 1.3397e-05 eta: 5:25:27 time: 1.2663 data_time: 0.0642 memory: 14432 grad_norm: 81.0532 loss: 4.6617 loss_cls: 0.2392 loss_bbox: 0.4891 d0.loss_cls: 0.2980 d0.loss_bbox: 0.5933 d1.loss_cls: 0.2681 d1.loss_bbox: 0.5339 d2.loss_cls: 0.2534 d2.loss_bbox: 0.5089 d3.loss_cls: 0.2454 d3.loss_bbox: 0.4999 d4.loss_cls: 0.2407 d4.loss_bbox: 0.4918 2022/12/24 09:21:41 - mmengine - INFO - Epoch(train) [21][3300/4689] lr: 1.3397e-05 eta: 5:24:24 time: 1.2549 data_time: 0.0636 memory: 14432 grad_norm: 70.7333 loss: 4.9200 loss_cls: 0.2574 loss_bbox: 0.5106 d0.loss_cls: 0.3177 d0.loss_bbox: 0.6227 d1.loss_cls: 0.2856 d1.loss_bbox: 0.5620 d2.loss_cls: 0.2716 d2.loss_bbox: 0.5344 d3.loss_cls: 0.2621 d3.loss_bbox: 0.5227 d4.loss_cls: 0.2593 d4.loss_bbox: 0.5140 2022/12/24 09:22:45 - mmengine - INFO - Epoch(train) [21][3350/4689] lr: 1.3397e-05 eta: 5:23:21 time: 1.2788 data_time: 0.0727 memory: 14432 grad_norm: 66.0533 loss: 4.5540 loss_cls: 0.2300 loss_bbox: 0.4803 d0.loss_cls: 0.2902 d0.loss_bbox: 0.5852 d1.loss_cls: 0.2587 d1.loss_bbox: 0.5258 d2.loss_cls: 0.2465 d2.loss_bbox: 0.4979 d3.loss_cls: 0.2364 d3.loss_bbox: 0.4891 d4.loss_cls: 0.2302 d4.loss_bbox: 0.4839 2022/12/24 09:23:48 - mmengine - INFO - Epoch(train) [21][3400/4689] lr: 1.3397e-05 eta: 5:22:18 time: 1.2682 data_time: 0.0628 memory: 14432 grad_norm: 68.1914 loss: 4.6347 loss_cls: 0.2341 loss_bbox: 0.4895 d0.loss_cls: 0.2977 d0.loss_bbox: 0.5928 d1.loss_cls: 0.2666 d1.loss_bbox: 0.5314 d2.loss_cls: 0.2483 d2.loss_bbox: 0.5081 d3.loss_cls: 0.2401 d3.loss_bbox: 0.4988 d4.loss_cls: 0.2354 d4.loss_bbox: 0.4919 2022/12/24 09:24:51 - mmengine - INFO - Epoch(train) [21][3450/4689] lr: 1.3397e-05 eta: 5:21:15 time: 1.2597 data_time: 0.0676 memory: 14432 grad_norm: 70.4556 loss: 4.5933 loss_cls: 0.2321 loss_bbox: 0.4854 d0.loss_cls: 0.2960 d0.loss_bbox: 0.5872 d1.loss_cls: 0.2646 d1.loss_bbox: 0.5255 d2.loss_cls: 0.2493 d2.loss_bbox: 0.5018 d3.loss_cls: 0.2390 d3.loss_bbox: 0.4919 d4.loss_cls: 0.2343 d4.loss_bbox: 0.4864 2022/12/24 09:25:54 - mmengine - INFO - Epoch(train) [21][3500/4689] lr: 1.3397e-05 eta: 5:20:12 time: 1.2582 data_time: 0.0631 memory: 14432 grad_norm: 77.2134 loss: 4.3512 loss_cls: 0.2111 loss_bbox: 0.4621 d0.loss_cls: 0.2763 d0.loss_bbox: 0.5707 d1.loss_cls: 0.2423 d1.loss_bbox: 0.5102 d2.loss_cls: 0.2273 d2.loss_bbox: 0.4820 d3.loss_cls: 0.2182 d3.loss_bbox: 0.4722 d4.loss_cls: 0.2134 d4.loss_bbox: 0.4653 2022/12/24 09:26:57 - mmengine - INFO - Epoch(train) [21][3550/4689] lr: 1.3397e-05 eta: 5:19:09 time: 1.2507 data_time: 0.0643 memory: 14432 grad_norm: 60.0653 loss: 4.6617 loss_cls: 0.2435 loss_bbox: 0.4880 d0.loss_cls: 0.3027 d0.loss_bbox: 0.5885 d1.loss_cls: 0.2724 d1.loss_bbox: 0.5281 d2.loss_cls: 0.2586 d2.loss_bbox: 0.5010 d3.loss_cls: 0.2498 d3.loss_bbox: 0.4936 d4.loss_cls: 0.2456 d4.loss_bbox: 0.4901 2022/12/24 09:28:01 - mmengine - INFO - Epoch(train) [21][3600/4689] lr: 1.3397e-05 eta: 5:18:06 time: 1.2735 data_time: 0.0787 memory: 14432 grad_norm: 74.3331 loss: 4.4793 loss_cls: 0.2275 loss_bbox: 0.4713 d0.loss_cls: 0.2830 d0.loss_bbox: 0.5798 d1.loss_cls: 0.2549 d1.loss_bbox: 0.5148 d2.loss_cls: 0.2431 d2.loss_bbox: 0.4880 d3.loss_cls: 0.2352 d3.loss_bbox: 0.4788 d4.loss_cls: 0.2288 d4.loss_bbox: 0.4740 2022/12/24 09:29:04 - mmengine - INFO - Epoch(train) [21][3650/4689] lr: 1.3397e-05 eta: 5:17:03 time: 1.2709 data_time: 0.0647 memory: 14432 grad_norm: 59.6396 loss: 4.6865 loss_cls: 0.2348 loss_bbox: 0.4974 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5998 d1.loss_cls: 0.2644 d1.loss_bbox: 0.5431 d2.loss_cls: 0.2510 d2.loss_bbox: 0.5168 d3.loss_cls: 0.2425 d3.loss_bbox: 0.5056 d4.loss_cls: 0.2382 d4.loss_bbox: 0.4977 2022/12/24 09:30:07 - mmengine - INFO - Epoch(train) [21][3700/4689] lr: 1.3397e-05 eta: 5:16:00 time: 1.2615 data_time: 0.0644 memory: 14432 grad_norm: 69.2828 loss: 4.5025 loss_cls: 0.2236 loss_bbox: 0.4787 d0.loss_cls: 0.2852 d0.loss_bbox: 0.5821 d1.loss_cls: 0.2561 d1.loss_bbox: 0.5172 d2.loss_cls: 0.2364 d2.loss_bbox: 0.4990 d3.loss_cls: 0.2292 d3.loss_bbox: 0.4888 d4.loss_cls: 0.2246 d4.loss_bbox: 0.4815 2022/12/24 09:31:11 - mmengine - INFO - Epoch(train) [21][3750/4689] lr: 1.3397e-05 eta: 5:14:57 time: 1.2672 data_time: 0.0770 memory: 14432 grad_norm: 84.7117 loss: 4.7350 loss_cls: 0.2479 loss_bbox: 0.4904 d0.loss_cls: 0.3114 d0.loss_bbox: 0.6011 d1.loss_cls: 0.2781 d1.loss_bbox: 0.5365 d2.loss_cls: 0.2638 d2.loss_bbox: 0.5091 d3.loss_cls: 0.2541 d3.loss_bbox: 0.5001 d4.loss_cls: 0.2498 d4.loss_bbox: 0.4927 2022/12/24 09:32:15 - mmengine - INFO - Epoch(train) [21][3800/4689] lr: 1.3397e-05 eta: 5:13:55 time: 1.2942 data_time: 0.0685 memory: 14432 grad_norm: 73.6801 loss: 4.5924 loss_cls: 0.2317 loss_bbox: 0.4840 d0.loss_cls: 0.2968 d0.loss_bbox: 0.5893 d1.loss_cls: 0.2626 d1.loss_bbox: 0.5274 d2.loss_cls: 0.2479 d2.loss_bbox: 0.5023 d3.loss_cls: 0.2380 d3.loss_bbox: 0.4933 d4.loss_cls: 0.2332 d4.loss_bbox: 0.4858 2022/12/24 09:33:19 - mmengine - INFO - Epoch(train) [21][3850/4689] lr: 1.3397e-05 eta: 5:12:52 time: 1.2805 data_time: 0.0668 memory: 14432 grad_norm: 88.9636 loss: 4.6147 loss_cls: 0.2382 loss_bbox: 0.4809 d0.loss_cls: 0.2989 d0.loss_bbox: 0.5889 d1.loss_cls: 0.2677 d1.loss_bbox: 0.5257 d2.loss_cls: 0.2554 d2.loss_bbox: 0.5009 d3.loss_cls: 0.2439 d3.loss_bbox: 0.4920 d4.loss_cls: 0.2390 d4.loss_bbox: 0.4834 2022/12/24 09:34:23 - mmengine - INFO - Epoch(train) [21][3900/4689] lr: 1.3397e-05 eta: 5:11:49 time: 1.2791 data_time: 0.0702 memory: 14432 grad_norm: 75.1865 loss: 4.7038 loss_cls: 0.2428 loss_bbox: 0.4936 d0.loss_cls: 0.3028 d0.loss_bbox: 0.5971 d1.loss_cls: 0.2729 d1.loss_bbox: 0.5361 d2.loss_cls: 0.2579 d2.loss_bbox: 0.5102 d3.loss_cls: 0.2479 d3.loss_bbox: 0.5022 d4.loss_cls: 0.2445 d4.loss_bbox: 0.4958 2022/12/24 09:35:27 - mmengine - INFO - Epoch(train) [21][3950/4689] lr: 1.3397e-05 eta: 5:10:46 time: 1.2695 data_time: 0.0635 memory: 14432 grad_norm: 61.1223 loss: 4.5714 loss_cls: 0.2350 loss_bbox: 0.4745 d0.loss_cls: 0.3007 d0.loss_bbox: 0.5866 d1.loss_cls: 0.2706 d1.loss_bbox: 0.5185 d2.loss_cls: 0.2514 d2.loss_bbox: 0.4950 d3.loss_cls: 0.2424 d3.loss_bbox: 0.4835 d4.loss_cls: 0.2365 d4.loss_bbox: 0.4767 2022/12/24 09:36:30 - mmengine - INFO - Epoch(train) [21][4000/4689] lr: 1.3397e-05 eta: 5:09:43 time: 1.2594 data_time: 0.0688 memory: 14432 grad_norm: 78.0023 loss: 4.6882 loss_cls: 0.2429 loss_bbox: 0.4876 d0.loss_cls: 0.3067 d0.loss_bbox: 0.5946 d1.loss_cls: 0.2763 d1.loss_bbox: 0.5326 d2.loss_cls: 0.2594 d2.loss_bbox: 0.5074 d3.loss_cls: 0.2490 d3.loss_bbox: 0.4972 d4.loss_cls: 0.2441 d4.loss_bbox: 0.4905 2022/12/24 09:37:33 - mmengine - INFO - Epoch(train) [21][4050/4689] lr: 1.3397e-05 eta: 5:08:40 time: 1.2685 data_time: 0.0617 memory: 14432 grad_norm: 79.9217 loss: 4.5136 loss_cls: 0.2287 loss_bbox: 0.4720 d0.loss_cls: 0.2878 d0.loss_bbox: 0.5866 d1.loss_cls: 0.2586 d1.loss_bbox: 0.5202 d2.loss_cls: 0.2434 d2.loss_bbox: 0.4943 d3.loss_cls: 0.2344 d3.loss_bbox: 0.4832 d4.loss_cls: 0.2303 d4.loss_bbox: 0.4744 2022/12/24 09:38:36 - mmengine - INFO - Epoch(train) [21][4100/4689] lr: 1.3397e-05 eta: 5:07:37 time: 1.2589 data_time: 0.0611 memory: 14432 grad_norm: 78.3463 loss: 4.6601 loss_cls: 0.2380 loss_bbox: 0.4896 d0.loss_cls: 0.2991 d0.loss_bbox: 0.5927 d1.loss_cls: 0.2693 d1.loss_bbox: 0.5327 d2.loss_cls: 0.2544 d2.loss_bbox: 0.5094 d3.loss_cls: 0.2451 d3.loss_bbox: 0.4981 d4.loss_cls: 0.2402 d4.loss_bbox: 0.4915 2022/12/24 09:39:40 - mmengine - INFO - Epoch(train) [21][4150/4689] lr: 1.3397e-05 eta: 5:06:34 time: 1.2743 data_time: 0.0752 memory: 14432 grad_norm: 64.3693 loss: 4.6832 loss_cls: 0.2462 loss_bbox: 0.4877 d0.loss_cls: 0.3029 d0.loss_bbox: 0.5901 d1.loss_cls: 0.2733 d1.loss_bbox: 0.5302 d2.loss_cls: 0.2581 d2.loss_bbox: 0.5085 d3.loss_cls: 0.2513 d3.loss_bbox: 0.4971 d4.loss_cls: 0.2484 d4.loss_bbox: 0.4893 2022/12/24 09:40:44 - mmengine - INFO - Epoch(train) [21][4200/4689] lr: 1.3397e-05 eta: 5:05:32 time: 1.2696 data_time: 0.0659 memory: 14432 grad_norm: 68.3329 loss: 4.6418 loss_cls: 0.2369 loss_bbox: 0.4863 d0.loss_cls: 0.3052 d0.loss_bbox: 0.5932 d1.loss_cls: 0.2697 d1.loss_bbox: 0.5282 d2.loss_cls: 0.2530 d2.loss_bbox: 0.5043 d3.loss_cls: 0.2432 d3.loss_bbox: 0.4947 d4.loss_cls: 0.2386 d4.loss_bbox: 0.4886 2022/12/24 09:41:09 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 09:41:47 - mmengine - INFO - Epoch(train) [21][4250/4689] lr: 1.3397e-05 eta: 5:04:29 time: 1.2657 data_time: 0.0652 memory: 14432 grad_norm: 62.8359 loss: 4.5590 loss_cls: 0.2267 loss_bbox: 0.4854 d0.loss_cls: 0.2903 d0.loss_bbox: 0.5869 d1.loss_cls: 0.2597 d1.loss_bbox: 0.5242 d2.loss_cls: 0.2430 d2.loss_bbox: 0.5023 d3.loss_cls: 0.2329 d3.loss_bbox: 0.4934 d4.loss_cls: 0.2270 d4.loss_bbox: 0.4873 2022/12/24 09:42:51 - mmengine - INFO - Epoch(train) [21][4300/4689] lr: 1.3397e-05 eta: 5:03:26 time: 1.2895 data_time: 0.0669 memory: 14432 grad_norm: 68.6923 loss: 4.6109 loss_cls: 0.2431 loss_bbox: 0.4757 d0.loss_cls: 0.3019 d0.loss_bbox: 0.5839 d1.loss_cls: 0.2696 d1.loss_bbox: 0.5240 d2.loss_cls: 0.2576 d2.loss_bbox: 0.4975 d3.loss_cls: 0.2476 d3.loss_bbox: 0.4868 d4.loss_cls: 0.2450 d4.loss_bbox: 0.4782 2022/12/24 09:43:55 - mmengine - INFO - Epoch(train) [21][4350/4689] lr: 1.3397e-05 eta: 5:02:23 time: 1.2759 data_time: 0.0655 memory: 14432 grad_norm: 73.7704 loss: 4.6712 loss_cls: 0.2391 loss_bbox: 0.4902 d0.loss_cls: 0.2989 d0.loss_bbox: 0.5995 d1.loss_cls: 0.2685 d1.loss_bbox: 0.5369 d2.loss_cls: 0.2544 d2.loss_bbox: 0.5086 d3.loss_cls: 0.2438 d3.loss_bbox: 0.4991 d4.loss_cls: 0.2388 d4.loss_bbox: 0.4933 2022/12/24 09:44:59 - mmengine - INFO - Epoch(train) [21][4400/4689] lr: 1.3397e-05 eta: 5:01:20 time: 1.2797 data_time: 0.0595 memory: 14432 grad_norm: 93.8367 loss: 4.5690 loss_cls: 0.2310 loss_bbox: 0.4815 d0.loss_cls: 0.2924 d0.loss_bbox: 0.5825 d1.loss_cls: 0.2619 d1.loss_bbox: 0.5244 d2.loss_cls: 0.2486 d2.loss_bbox: 0.4993 d3.loss_cls: 0.2381 d3.loss_bbox: 0.4929 d4.loss_cls: 0.2324 d4.loss_bbox: 0.4840 2022/12/24 09:46:03 - mmengine - INFO - Epoch(train) [21][4450/4689] lr: 1.3397e-05 eta: 5:00:17 time: 1.2759 data_time: 0.0592 memory: 14432 grad_norm: 66.8919 loss: 4.6514 loss_cls: 0.2343 loss_bbox: 0.4918 d0.loss_cls: 0.3014 d0.loss_bbox: 0.5908 d1.loss_cls: 0.2660 d1.loss_bbox: 0.5323 d2.loss_cls: 0.2509 d2.loss_bbox: 0.5088 d3.loss_cls: 0.2433 d3.loss_bbox: 0.5003 d4.loss_cls: 0.2364 d4.loss_bbox: 0.4951 2022/12/24 09:47:06 - mmengine - INFO - Epoch(train) [21][4500/4689] lr: 1.3397e-05 eta: 4:59:14 time: 1.2678 data_time: 0.0627 memory: 14432 grad_norm: 63.0336 loss: 4.5618 loss_cls: 0.2361 loss_bbox: 0.4740 d0.loss_cls: 0.2926 d0.loss_bbox: 0.5835 d1.loss_cls: 0.2647 d1.loss_bbox: 0.5201 d2.loss_cls: 0.2506 d2.loss_bbox: 0.4960 d3.loss_cls: 0.2412 d3.loss_bbox: 0.4873 d4.loss_cls: 0.2377 d4.loss_bbox: 0.4780 2022/12/24 09:48:09 - mmengine - INFO - Epoch(train) [21][4550/4689] lr: 1.3397e-05 eta: 4:58:11 time: 1.2608 data_time: 0.0726 memory: 14432 grad_norm: 69.3945 loss: 4.6199 loss_cls: 0.2395 loss_bbox: 0.4826 d0.loss_cls: 0.3010 d0.loss_bbox: 0.5822 d1.loss_cls: 0.2688 d1.loss_bbox: 0.5265 d2.loss_cls: 0.2554 d2.loss_bbox: 0.5011 d3.loss_cls: 0.2447 d3.loss_bbox: 0.4921 d4.loss_cls: 0.2408 d4.loss_bbox: 0.4852 2022/12/24 09:49:12 - mmengine - INFO - Epoch(train) [21][4600/4689] lr: 1.3397e-05 eta: 4:57:08 time: 1.2531 data_time: 0.0634 memory: 14432 grad_norm: 59.1651 loss: 4.6095 loss_cls: 0.2339 loss_bbox: 0.4854 d0.loss_cls: 0.2903 d0.loss_bbox: 0.5924 d1.loss_cls: 0.2622 d1.loss_bbox: 0.5324 d2.loss_cls: 0.2469 d2.loss_bbox: 0.5074 d3.loss_cls: 0.2383 d3.loss_bbox: 0.4971 d4.loss_cls: 0.2355 d4.loss_bbox: 0.4877 2022/12/24 09:50:16 - mmengine - INFO - Epoch(train) [21][4650/4689] lr: 1.3397e-05 eta: 4:56:06 time: 1.2742 data_time: 0.0596 memory: 14432 grad_norm: 99.7334 loss: 4.4480 loss_cls: 0.2208 loss_bbox: 0.4725 d0.loss_cls: 0.2809 d0.loss_bbox: 0.5728 d1.loss_cls: 0.2491 d1.loss_bbox: 0.5163 d2.loss_cls: 0.2349 d2.loss_bbox: 0.4945 d3.loss_cls: 0.2264 d3.loss_bbox: 0.4826 d4.loss_cls: 0.2221 d4.loss_bbox: 0.4751 2022/12/24 09:51:03 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 09:52:09 - mmengine - INFO - Epoch(train) [22][ 50/4689] lr: 7.6120e-06 eta: 4:54:14 time: 1.3192 data_time: 0.1050 memory: 14432 grad_norm: 67.5014 loss: 4.4968 loss_cls: 0.2267 loss_bbox: 0.4739 d0.loss_cls: 0.2873 d0.loss_bbox: 0.5786 d1.loss_cls: 0.2572 d1.loss_bbox: 0.5170 d2.loss_cls: 0.2392 d2.loss_bbox: 0.4953 d3.loss_cls: 0.2319 d3.loss_bbox: 0.4845 d4.loss_cls: 0.2272 d4.loss_bbox: 0.4778 2022/12/24 09:53:13 - mmengine - INFO - Epoch(train) [22][ 100/4689] lr: 7.6120e-06 eta: 4:53:11 time: 1.2886 data_time: 0.0603 memory: 14432 grad_norm: 73.5568 loss: 4.4769 loss_cls: 0.2259 loss_bbox: 0.4704 d0.loss_cls: 0.2881 d0.loss_bbox: 0.5767 d1.loss_cls: 0.2594 d1.loss_bbox: 0.5122 d2.loss_cls: 0.2432 d2.loss_bbox: 0.4885 d3.loss_cls: 0.2327 d3.loss_bbox: 0.4793 d4.loss_cls: 0.2286 d4.loss_bbox: 0.4720 2022/12/24 09:54:16 - mmengine - INFO - Epoch(train) [22][ 150/4689] lr: 7.6120e-06 eta: 4:52:08 time: 1.2469 data_time: 0.0601 memory: 14432 grad_norm: 67.1214 loss: 4.4861 loss_cls: 0.2246 loss_bbox: 0.4731 d0.loss_cls: 0.2876 d0.loss_bbox: 0.5812 d1.loss_cls: 0.2547 d1.loss_bbox: 0.5168 d2.loss_cls: 0.2409 d2.loss_bbox: 0.4912 d3.loss_cls: 0.2310 d3.loss_bbox: 0.4823 d4.loss_cls: 0.2273 d4.loss_bbox: 0.4753 2022/12/24 09:55:19 - mmengine - INFO - Epoch(train) [22][ 200/4689] lr: 7.6120e-06 eta: 4:51:05 time: 1.2700 data_time: 0.0612 memory: 14432 grad_norm: 67.0194 loss: 4.5655 loss_cls: 0.2319 loss_bbox: 0.4806 d0.loss_cls: 0.2876 d0.loss_bbox: 0.5866 d1.loss_cls: 0.2583 d1.loss_bbox: 0.5266 d2.loss_cls: 0.2458 d2.loss_bbox: 0.5015 d3.loss_cls: 0.2376 d3.loss_bbox: 0.4911 d4.loss_cls: 0.2343 d4.loss_bbox: 0.4836 2022/12/24 09:56:23 - mmengine - INFO - Epoch(train) [22][ 250/4689] lr: 7.6120e-06 eta: 4:50:02 time: 1.2840 data_time: 0.0590 memory: 14432 grad_norm: 79.0553 loss: 4.5449 loss_cls: 0.2363 loss_bbox: 0.4703 d0.loss_cls: 0.2980 d0.loss_bbox: 0.5771 d1.loss_cls: 0.2670 d1.loss_bbox: 0.5153 d2.loss_cls: 0.2537 d2.loss_bbox: 0.4912 d3.loss_cls: 0.2434 d3.loss_bbox: 0.4814 d4.loss_cls: 0.2385 d4.loss_bbox: 0.4727 2022/12/24 09:57:27 - mmengine - INFO - Epoch(train) [22][ 300/4689] lr: 7.6120e-06 eta: 4:48:59 time: 1.2654 data_time: 0.0597 memory: 14432 grad_norm: 70.4305 loss: 4.6193 loss_cls: 0.2337 loss_bbox: 0.4880 d0.loss_cls: 0.2938 d0.loss_bbox: 0.5925 d1.loss_cls: 0.2614 d1.loss_bbox: 0.5319 d2.loss_cls: 0.2460 d2.loss_bbox: 0.5096 d3.loss_cls: 0.2383 d3.loss_bbox: 0.4983 d4.loss_cls: 0.2350 d4.loss_bbox: 0.4908 2022/12/24 09:58:29 - mmengine - INFO - Epoch(train) [22][ 350/4689] lr: 7.6120e-06 eta: 4:47:56 time: 1.2501 data_time: 0.0602 memory: 14432 grad_norm: 105.4855 loss: 4.6314 loss_cls: 0.2371 loss_bbox: 0.4837 d0.loss_cls: 0.3004 d0.loss_bbox: 0.5925 d1.loss_cls: 0.2690 d1.loss_bbox: 0.5278 d2.loss_cls: 0.2538 d2.loss_bbox: 0.5046 d3.loss_cls: 0.2464 d3.loss_bbox: 0.4906 d4.loss_cls: 0.2390 d4.loss_bbox: 0.4867 2022/12/24 09:59:32 - mmengine - INFO - Epoch(train) [22][ 400/4689] lr: 7.6120e-06 eta: 4:46:53 time: 1.2504 data_time: 0.0549 memory: 14432 grad_norm: 64.1898 loss: 4.4946 loss_cls: 0.2320 loss_bbox: 0.4672 d0.loss_cls: 0.2930 d0.loss_bbox: 0.5768 d1.loss_cls: 0.2631 d1.loss_bbox: 0.5107 d2.loss_cls: 0.2484 d2.loss_bbox: 0.4840 d3.loss_cls: 0.2387 d3.loss_bbox: 0.4767 d4.loss_cls: 0.2344 d4.loss_bbox: 0.4694 2022/12/24 10:00:35 - mmengine - INFO - Epoch(train) [22][ 450/4689] lr: 7.6120e-06 eta: 4:45:50 time: 1.2603 data_time: 0.0709 memory: 14432 grad_norm: 66.7002 loss: 4.6082 loss_cls: 0.2365 loss_bbox: 0.4813 d0.loss_cls: 0.3000 d0.loss_bbox: 0.5874 d1.loss_cls: 0.2676 d1.loss_bbox: 0.5261 d2.loss_cls: 0.2520 d2.loss_bbox: 0.5013 d3.loss_cls: 0.2418 d3.loss_bbox: 0.4925 d4.loss_cls: 0.2390 d4.loss_bbox: 0.4828 2022/12/24 10:01:38 - mmengine - INFO - Epoch(train) [22][ 500/4689] lr: 7.6120e-06 eta: 4:44:47 time: 1.2635 data_time: 0.0595 memory: 14432 grad_norm: 69.9965 loss: 4.5784 loss_cls: 0.2359 loss_bbox: 0.4784 d0.loss_cls: 0.2947 d0.loss_bbox: 0.5858 d1.loss_cls: 0.2654 d1.loss_bbox: 0.5227 d2.loss_cls: 0.2507 d2.loss_bbox: 0.4971 d3.loss_cls: 0.2422 d3.loss_bbox: 0.4872 d4.loss_cls: 0.2390 d4.loss_bbox: 0.4791 2022/12/24 10:02:16 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 10:02:40 - mmengine - INFO - Epoch(train) [22][ 550/4689] lr: 7.6120e-06 eta: 4:43:44 time: 1.2479 data_time: 0.0582 memory: 14432 grad_norm: 101.9886 loss: 4.6216 loss_cls: 0.2397 loss_bbox: 0.4806 d0.loss_cls: 0.3000 d0.loss_bbox: 0.5914 d1.loss_cls: 0.2681 d1.loss_bbox: 0.5263 d2.loss_cls: 0.2540 d2.loss_bbox: 0.5013 d3.loss_cls: 0.2463 d3.loss_bbox: 0.4902 d4.loss_cls: 0.2415 d4.loss_bbox: 0.4823 2022/12/24 10:03:43 - mmengine - INFO - Epoch(train) [22][ 600/4689] lr: 7.6120e-06 eta: 4:42:41 time: 1.2624 data_time: 0.0595 memory: 14432 grad_norm: 68.0442 loss: 4.6515 loss_cls: 0.2417 loss_bbox: 0.4860 d0.loss_cls: 0.2979 d0.loss_bbox: 0.5909 d1.loss_cls: 0.2696 d1.loss_bbox: 0.5304 d2.loss_cls: 0.2560 d2.loss_bbox: 0.5047 d3.loss_cls: 0.2468 d3.loss_bbox: 0.4956 d4.loss_cls: 0.2429 d4.loss_bbox: 0.4891 2022/12/24 10:04:47 - mmengine - INFO - Epoch(train) [22][ 650/4689] lr: 7.6120e-06 eta: 4:41:38 time: 1.2663 data_time: 0.0635 memory: 14432 grad_norm: 76.3691 loss: 4.6186 loss_cls: 0.2362 loss_bbox: 0.4856 d0.loss_cls: 0.2986 d0.loss_bbox: 0.5877 d1.loss_cls: 0.2660 d1.loss_bbox: 0.5293 d2.loss_cls: 0.2489 d2.loss_bbox: 0.5049 d3.loss_cls: 0.2406 d3.loss_bbox: 0.4953 d4.loss_cls: 0.2383 d4.loss_bbox: 0.4871 2022/12/24 10:05:50 - mmengine - INFO - Epoch(train) [22][ 700/4689] lr: 7.6120e-06 eta: 4:40:35 time: 1.2561 data_time: 0.0585 memory: 14432 grad_norm: 75.8553 loss: 4.5935 loss_cls: 0.2358 loss_bbox: 0.4807 d0.loss_cls: 0.2949 d0.loss_bbox: 0.5855 d1.loss_cls: 0.2667 d1.loss_bbox: 0.5243 d2.loss_cls: 0.2505 d2.loss_bbox: 0.5024 d3.loss_cls: 0.2411 d3.loss_bbox: 0.4917 d4.loss_cls: 0.2375 d4.loss_bbox: 0.4824 2022/12/24 10:06:51 - mmengine - INFO - Epoch(train) [22][ 750/4689] lr: 7.6120e-06 eta: 4:39:32 time: 1.2358 data_time: 0.0584 memory: 14432 grad_norm: 69.1286 loss: 4.5886 loss_cls: 0.2388 loss_bbox: 0.4759 d0.loss_cls: 0.3004 d0.loss_bbox: 0.5811 d1.loss_cls: 0.2704 d1.loss_bbox: 0.5197 d2.loss_cls: 0.2544 d2.loss_bbox: 0.4981 d3.loss_cls: 0.2453 d3.loss_bbox: 0.4866 d4.loss_cls: 0.2402 d4.loss_bbox: 0.4778 2022/12/24 10:07:55 - mmengine - INFO - Epoch(train) [22][ 800/4689] lr: 7.6120e-06 eta: 4:38:29 time: 1.2751 data_time: 0.0594 memory: 14432 grad_norm: 71.5875 loss: 4.6590 loss_cls: 0.2384 loss_bbox: 0.4887 d0.loss_cls: 0.2969 d0.loss_bbox: 0.5944 d1.loss_cls: 0.2685 d1.loss_bbox: 0.5337 d2.loss_cls: 0.2526 d2.loss_bbox: 0.5099 d3.loss_cls: 0.2435 d3.loss_bbox: 0.5005 d4.loss_cls: 0.2407 d4.loss_bbox: 0.4913 2022/12/24 10:08:58 - mmengine - INFO - Epoch(train) [22][ 850/4689] lr: 7.6120e-06 eta: 4:37:26 time: 1.2647 data_time: 0.0685 memory: 14432 grad_norm: 70.5280 loss: 4.5068 loss_cls: 0.2278 loss_bbox: 0.4749 d0.loss_cls: 0.2883 d0.loss_bbox: 0.5770 d1.loss_cls: 0.2591 d1.loss_bbox: 0.5166 d2.loss_cls: 0.2453 d2.loss_bbox: 0.4925 d3.loss_cls: 0.2354 d3.loss_bbox: 0.4832 d4.loss_cls: 0.2305 d4.loss_bbox: 0.4761 2022/12/24 10:10:01 - mmengine - INFO - Epoch(train) [22][ 900/4689] lr: 7.6120e-06 eta: 4:36:23 time: 1.2451 data_time: 0.0608 memory: 14432 grad_norm: 73.8149 loss: 4.4043 loss_cls: 0.2204 loss_bbox: 0.4628 d0.loss_cls: 0.2855 d0.loss_bbox: 0.5713 d1.loss_cls: 0.2539 d1.loss_bbox: 0.5072 d2.loss_cls: 0.2361 d2.loss_bbox: 0.4812 d3.loss_cls: 0.2277 d3.loss_bbox: 0.4709 d4.loss_cls: 0.2236 d4.loss_bbox: 0.4638 2022/12/24 10:11:05 - mmengine - INFO - Epoch(train) [22][ 950/4689] lr: 7.6120e-06 eta: 4:35:20 time: 1.2761 data_time: 0.0604 memory: 14432 grad_norm: 64.4801 loss: 4.3439 loss_cls: 0.2128 loss_bbox: 0.4618 d0.loss_cls: 0.2742 d0.loss_bbox: 0.5672 d1.loss_cls: 0.2438 d1.loss_bbox: 0.5044 d2.loss_cls: 0.2286 d2.loss_bbox: 0.4809 d3.loss_cls: 0.2202 d3.loss_bbox: 0.4715 d4.loss_cls: 0.2136 d4.loss_bbox: 0.4649 2022/12/24 10:12:06 - mmengine - INFO - Epoch(train) [22][1000/4689] lr: 7.6120e-06 eta: 4:34:17 time: 1.2216 data_time: 0.0594 memory: 14432 grad_norm: 92.6946 loss: 4.6350 loss_cls: 0.2401 loss_bbox: 0.4815 d0.loss_cls: 0.3059 d0.loss_bbox: 0.5857 d1.loss_cls: 0.2691 d1.loss_bbox: 0.5291 d2.loss_cls: 0.2567 d2.loss_bbox: 0.5040 d3.loss_cls: 0.2459 d3.loss_bbox: 0.4919 d4.loss_cls: 0.2414 d4.loss_bbox: 0.4839 2022/12/24 10:13:08 - mmengine - INFO - Epoch(train) [22][1050/4689] lr: 7.6120e-06 eta: 4:33:14 time: 1.2533 data_time: 0.0609 memory: 14432 grad_norm: 72.1056 loss: 4.5711 loss_cls: 0.2261 loss_bbox: 0.4848 d0.loss_cls: 0.2907 d0.loss_bbox: 0.5900 d1.loss_cls: 0.2568 d1.loss_bbox: 0.5303 d2.loss_cls: 0.2419 d2.loss_bbox: 0.5062 d3.loss_cls: 0.2331 d3.loss_bbox: 0.4956 d4.loss_cls: 0.2278 d4.loss_bbox: 0.4879 2022/12/24 10:14:11 - mmengine - INFO - Epoch(train) [22][1100/4689] lr: 7.6120e-06 eta: 4:32:11 time: 1.2424 data_time: 0.0580 memory: 14432 grad_norm: 81.1784 loss: 4.5088 loss_cls: 0.2326 loss_bbox: 0.4688 d0.loss_cls: 0.2913 d0.loss_bbox: 0.5779 d1.loss_cls: 0.2643 d1.loss_bbox: 0.5150 d2.loss_cls: 0.2478 d2.loss_bbox: 0.4893 d3.loss_cls: 0.2398 d3.loss_bbox: 0.4770 d4.loss_cls: 0.2345 d4.loss_bbox: 0.4706 2022/12/24 10:15:13 - mmengine - INFO - Epoch(train) [22][1150/4689] lr: 7.6120e-06 eta: 4:31:08 time: 1.2529 data_time: 0.0596 memory: 14432 grad_norm: 83.2097 loss: 4.7044 loss_cls: 0.2464 loss_bbox: 0.4888 d0.loss_cls: 0.3087 d0.loss_bbox: 0.5898 d1.loss_cls: 0.2793 d1.loss_bbox: 0.5321 d2.loss_cls: 0.2630 d2.loss_bbox: 0.5071 d3.loss_cls: 0.2523 d3.loss_bbox: 0.4979 d4.loss_cls: 0.2478 d4.loss_bbox: 0.4912 2022/12/24 10:16:16 - mmengine - INFO - Epoch(train) [22][1200/4689] lr: 7.6120e-06 eta: 4:30:05 time: 1.2475 data_time: 0.0654 memory: 14432 grad_norm: 70.1072 loss: 4.6373 loss_cls: 0.2415 loss_bbox: 0.4812 d0.loss_cls: 0.3024 d0.loss_bbox: 0.5885 d1.loss_cls: 0.2705 d1.loss_bbox: 0.5284 d2.loss_cls: 0.2564 d2.loss_bbox: 0.5026 d3.loss_cls: 0.2473 d3.loss_bbox: 0.4918 d4.loss_cls: 0.2414 d4.loss_bbox: 0.4853 2022/12/24 10:17:19 - mmengine - INFO - Epoch(train) [22][1250/4689] lr: 7.6120e-06 eta: 4:29:02 time: 1.2614 data_time: 0.0706 memory: 14432 grad_norm: 127.5637 loss: 4.4367 loss_cls: 0.2199 loss_bbox: 0.4696 d0.loss_cls: 0.2848 d0.loss_bbox: 0.5748 d1.loss_cls: 0.2513 d1.loss_bbox: 0.5116 d2.loss_cls: 0.2350 d2.loss_bbox: 0.4891 d3.loss_cls: 0.2281 d3.loss_bbox: 0.4778 d4.loss_cls: 0.2228 d4.loss_bbox: 0.4719 2022/12/24 10:18:22 - mmengine - INFO - Epoch(train) [22][1300/4689] lr: 7.6120e-06 eta: 4:27:59 time: 1.2713 data_time: 0.0632 memory: 14432 grad_norm: 65.1939 loss: 4.6598 loss_cls: 0.2424 loss_bbox: 0.4863 d0.loss_cls: 0.3017 d0.loss_bbox: 0.5867 d1.loss_cls: 0.2708 d1.loss_bbox: 0.5309 d2.loss_cls: 0.2578 d2.loss_bbox: 0.5066 d3.loss_cls: 0.2477 d3.loss_bbox: 0.4960 d4.loss_cls: 0.2434 d4.loss_bbox: 0.4895 2022/12/24 10:19:24 - mmengine - INFO - Epoch(train) [22][1350/4689] lr: 7.6120e-06 eta: 4:26:56 time: 1.2380 data_time: 0.0625 memory: 14432 grad_norm: 109.2250 loss: 4.4943 loss_cls: 0.2274 loss_bbox: 0.4727 d0.loss_cls: 0.2914 d0.loss_bbox: 0.5767 d1.loss_cls: 0.2599 d1.loss_bbox: 0.5129 d2.loss_cls: 0.2446 d2.loss_bbox: 0.4901 d3.loss_cls: 0.2326 d3.loss_bbox: 0.4819 d4.loss_cls: 0.2296 d4.loss_bbox: 0.4744 2022/12/24 10:20:27 - mmengine - INFO - Epoch(train) [22][1400/4689] lr: 7.6120e-06 eta: 4:25:53 time: 1.2636 data_time: 0.0685 memory: 14432 grad_norm: 73.5018 loss: 4.5696 loss_cls: 0.2357 loss_bbox: 0.4790 d0.loss_cls: 0.2956 d0.loss_bbox: 0.5799 d1.loss_cls: 0.2657 d1.loss_bbox: 0.5188 d2.loss_cls: 0.2511 d2.loss_bbox: 0.4976 d3.loss_cls: 0.2399 d3.loss_bbox: 0.4887 d4.loss_cls: 0.2356 d4.loss_bbox: 0.4819 2022/12/24 10:21:31 - mmengine - INFO - Epoch(train) [22][1450/4689] lr: 7.6120e-06 eta: 4:24:50 time: 1.2768 data_time: 0.0648 memory: 14432 grad_norm: 69.8653 loss: 4.5454 loss_cls: 0.2408 loss_bbox: 0.4666 d0.loss_cls: 0.2993 d0.loss_bbox: 0.5769 d1.loss_cls: 0.2687 d1.loss_bbox: 0.5126 d2.loss_cls: 0.2542 d2.loss_bbox: 0.4896 d3.loss_cls: 0.2466 d3.loss_bbox: 0.4776 d4.loss_cls: 0.2426 d4.loss_bbox: 0.4698 2022/12/24 10:22:35 - mmengine - INFO - Epoch(train) [22][1500/4689] lr: 7.6120e-06 eta: 4:23:47 time: 1.2772 data_time: 0.0654 memory: 14432 grad_norm: 82.4078 loss: 4.6547 loss_cls: 0.2411 loss_bbox: 0.4873 d0.loss_cls: 0.2968 d0.loss_bbox: 0.5922 d1.loss_cls: 0.2696 d1.loss_bbox: 0.5308 d2.loss_cls: 0.2540 d2.loss_bbox: 0.5076 d3.loss_cls: 0.2467 d3.loss_bbox: 0.4965 d4.loss_cls: 0.2436 d4.loss_bbox: 0.4887 2022/12/24 10:23:14 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 10:23:38 - mmengine - INFO - Epoch(train) [22][1550/4689] lr: 7.6120e-06 eta: 4:22:44 time: 1.2500 data_time: 0.0675 memory: 14432 grad_norm: 84.3089 loss: 4.6083 loss_cls: 0.2379 loss_bbox: 0.4793 d0.loss_cls: 0.3009 d0.loss_bbox: 0.5865 d1.loss_cls: 0.2691 d1.loss_bbox: 0.5259 d2.loss_cls: 0.2540 d2.loss_bbox: 0.5005 d3.loss_cls: 0.2435 d3.loss_bbox: 0.4895 d4.loss_cls: 0.2394 d4.loss_bbox: 0.4818 2022/12/24 10:24:39 - mmengine - INFO - Epoch(train) [22][1600/4689] lr: 7.6120e-06 eta: 4:21:41 time: 1.2287 data_time: 0.0595 memory: 14432 grad_norm: 72.9143 loss: 4.4515 loss_cls: 0.2260 loss_bbox: 0.4643 d0.loss_cls: 0.2927 d0.loss_bbox: 0.5695 d1.loss_cls: 0.2622 d1.loss_bbox: 0.5070 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4825 d3.loss_cls: 0.2320 d3.loss_bbox: 0.4751 d4.loss_cls: 0.2274 d4.loss_bbox: 0.4668 2022/12/24 10:25:41 - mmengine - INFO - Epoch(train) [22][1650/4689] lr: 7.6120e-06 eta: 4:20:38 time: 1.2451 data_time: 0.0723 memory: 14432 grad_norm: 84.0878 loss: 4.4660 loss_cls: 0.2282 loss_bbox: 0.4672 d0.loss_cls: 0.2942 d0.loss_bbox: 0.5713 d1.loss_cls: 0.2602 d1.loss_bbox: 0.5068 d2.loss_cls: 0.2448 d2.loss_bbox: 0.4839 d3.loss_cls: 0.2344 d3.loss_bbox: 0.4763 d4.loss_cls: 0.2302 d4.loss_bbox: 0.4686 2022/12/24 10:26:45 - mmengine - INFO - Epoch(train) [22][1700/4689] lr: 7.6120e-06 eta: 4:19:35 time: 1.2639 data_time: 0.0594 memory: 14432 grad_norm: 58.6038 loss: 4.4901 loss_cls: 0.2264 loss_bbox: 0.4730 d0.loss_cls: 0.2851 d0.loss_bbox: 0.5784 d1.loss_cls: 0.2552 d1.loss_bbox: 0.5178 d2.loss_cls: 0.2414 d2.loss_bbox: 0.4927 d3.loss_cls: 0.2321 d3.loss_bbox: 0.4840 d4.loss_cls: 0.2289 d4.loss_bbox: 0.4752 2022/12/24 10:27:47 - mmengine - INFO - Epoch(train) [22][1750/4689] lr: 7.6120e-06 eta: 4:18:32 time: 1.2503 data_time: 0.0614 memory: 14432 grad_norm: 97.7070 loss: 4.4898 loss_cls: 0.2284 loss_bbox: 0.4713 d0.loss_cls: 0.2906 d0.loss_bbox: 0.5743 d1.loss_cls: 0.2593 d1.loss_bbox: 0.5134 d2.loss_cls: 0.2436 d2.loss_bbox: 0.4903 d3.loss_cls: 0.2346 d3.loss_bbox: 0.4804 d4.loss_cls: 0.2292 d4.loss_bbox: 0.4744 2022/12/24 10:28:49 - mmengine - INFO - Epoch(train) [22][1800/4689] lr: 7.6120e-06 eta: 4:17:29 time: 1.2446 data_time: 0.0594 memory: 14432 grad_norm: 73.4484 loss: 4.6258 loss_cls: 0.2347 loss_bbox: 0.4893 d0.loss_cls: 0.2954 d0.loss_bbox: 0.5915 d1.loss_cls: 0.2626 d1.loss_bbox: 0.5311 d2.loss_cls: 0.2488 d2.loss_bbox: 0.5066 d3.loss_cls: 0.2401 d3.loss_bbox: 0.4979 d4.loss_cls: 0.2358 d4.loss_bbox: 0.4920 2022/12/24 10:29:52 - mmengine - INFO - Epoch(train) [22][1850/4689] lr: 7.6120e-06 eta: 4:16:26 time: 1.2579 data_time: 0.0640 memory: 14432 grad_norm: 73.3745 loss: 4.6169 loss_cls: 0.2370 loss_bbox: 0.4798 d0.loss_cls: 0.3006 d0.loss_bbox: 0.5923 d1.loss_cls: 0.2677 d1.loss_bbox: 0.5283 d2.loss_cls: 0.2547 d2.loss_bbox: 0.4997 d3.loss_cls: 0.2447 d3.loss_bbox: 0.4907 d4.loss_cls: 0.2385 d4.loss_bbox: 0.4830 2022/12/24 10:30:56 - mmengine - INFO - Epoch(train) [22][1900/4689] lr: 7.6120e-06 eta: 4:15:23 time: 1.2686 data_time: 0.0606 memory: 14432 grad_norm: 73.1954 loss: 4.3889 loss_cls: 0.2181 loss_bbox: 0.4623 d0.loss_cls: 0.2807 d0.loss_bbox: 0.5713 d1.loss_cls: 0.2481 d1.loss_bbox: 0.5104 d2.loss_cls: 0.2351 d2.loss_bbox: 0.4819 d3.loss_cls: 0.2247 d3.loss_bbox: 0.4716 d4.loss_cls: 0.2196 d4.loss_bbox: 0.4651 2022/12/24 10:32:00 - mmengine - INFO - Epoch(train) [22][1950/4689] lr: 7.6120e-06 eta: 4:14:20 time: 1.2773 data_time: 0.0681 memory: 14432 grad_norm: 68.4548 loss: 4.5415 loss_cls: 0.2274 loss_bbox: 0.4810 d0.loss_cls: 0.2900 d0.loss_bbox: 0.5832 d1.loss_cls: 0.2569 d1.loss_bbox: 0.5236 d2.loss_cls: 0.2409 d2.loss_bbox: 0.5017 d3.loss_cls: 0.2340 d3.loss_bbox: 0.4909 d4.loss_cls: 0.2286 d4.loss_bbox: 0.4834 2022/12/24 10:33:03 - mmengine - INFO - Epoch(train) [22][2000/4689] lr: 7.6120e-06 eta: 4:13:17 time: 1.2669 data_time: 0.0620 memory: 14432 grad_norm: 71.9029 loss: 4.6600 loss_cls: 0.2487 loss_bbox: 0.4790 d0.loss_cls: 0.3041 d0.loss_bbox: 0.5833 d1.loss_cls: 0.2771 d1.loss_bbox: 0.5255 d2.loss_cls: 0.2638 d2.loss_bbox: 0.5015 d3.loss_cls: 0.2545 d3.loss_bbox: 0.4896 d4.loss_cls: 0.2514 d4.loss_bbox: 0.4816 2022/12/24 10:34:06 - mmengine - INFO - Epoch(train) [22][2050/4689] lr: 7.6120e-06 eta: 4:12:14 time: 1.2567 data_time: 0.0670 memory: 14432 grad_norm: 65.2612 loss: 4.4947 loss_cls: 0.2281 loss_bbox: 0.4725 d0.loss_cls: 0.2838 d0.loss_bbox: 0.5821 d1.loss_cls: 0.2576 d1.loss_bbox: 0.5166 d2.loss_cls: 0.2419 d2.loss_bbox: 0.4934 d3.loss_cls: 0.2348 d3.loss_bbox: 0.4799 d4.loss_cls: 0.2303 d4.loss_bbox: 0.4736 2022/12/24 10:35:09 - mmengine - INFO - Epoch(train) [22][2100/4689] lr: 7.6120e-06 eta: 4:11:11 time: 1.2547 data_time: 0.0633 memory: 14432 grad_norm: 70.9238 loss: 4.4692 loss_cls: 0.2252 loss_bbox: 0.4671 d0.loss_cls: 0.2900 d0.loss_bbox: 0.5753 d1.loss_cls: 0.2601 d1.loss_bbox: 0.5121 d2.loss_cls: 0.2436 d2.loss_bbox: 0.4882 d3.loss_cls: 0.2330 d3.loss_bbox: 0.4773 d4.loss_cls: 0.2282 d4.loss_bbox: 0.4691 2022/12/24 10:36:10 - mmengine - INFO - Epoch(train) [22][2150/4689] lr: 7.6120e-06 eta: 4:10:08 time: 1.2337 data_time: 0.0531 memory: 14432 grad_norm: 70.0922 loss: 4.5209 loss_cls: 0.2284 loss_bbox: 0.4736 d0.loss_cls: 0.2917 d0.loss_bbox: 0.5819 d1.loss_cls: 0.2583 d1.loss_bbox: 0.5208 d2.loss_cls: 0.2437 d2.loss_bbox: 0.4957 d3.loss_cls: 0.2337 d3.loss_bbox: 0.4865 d4.loss_cls: 0.2303 d4.loss_bbox: 0.4764 2022/12/24 10:37:14 - mmengine - INFO - Epoch(train) [22][2200/4689] lr: 7.6120e-06 eta: 4:09:05 time: 1.2670 data_time: 0.0520 memory: 14432 grad_norm: 69.3640 loss: 4.5359 loss_cls: 0.2276 loss_bbox: 0.4800 d0.loss_cls: 0.2860 d0.loss_bbox: 0.5802 d1.loss_cls: 0.2606 d1.loss_bbox: 0.5217 d2.loss_cls: 0.2437 d2.loss_bbox: 0.5001 d3.loss_cls: 0.2347 d3.loss_bbox: 0.4889 d4.loss_cls: 0.2293 d4.loss_bbox: 0.4831 2022/12/24 10:38:17 - mmengine - INFO - Epoch(train) [22][2250/4689] lr: 7.6120e-06 eta: 4:08:02 time: 1.2705 data_time: 0.0631 memory: 14432 grad_norm: 67.0648 loss: 4.6936 loss_cls: 0.2396 loss_bbox: 0.4940 d0.loss_cls: 0.3012 d0.loss_bbox: 0.5976 d1.loss_cls: 0.2705 d1.loss_bbox: 0.5354 d2.loss_cls: 0.2550 d2.loss_bbox: 0.5135 d3.loss_cls: 0.2464 d3.loss_bbox: 0.5033 d4.loss_cls: 0.2409 d4.loss_bbox: 0.4962 2022/12/24 10:39:21 - mmengine - INFO - Epoch(train) [22][2300/4689] lr: 7.6120e-06 eta: 4:06:59 time: 1.2683 data_time: 0.0592 memory: 14432 grad_norm: 59.3650 loss: 4.6398 loss_cls: 0.2381 loss_bbox: 0.4868 d0.loss_cls: 0.2955 d0.loss_bbox: 0.5908 d1.loss_cls: 0.2656 d1.loss_bbox: 0.5325 d2.loss_cls: 0.2508 d2.loss_bbox: 0.5095 d3.loss_cls: 0.2444 d3.loss_bbox: 0.4966 d4.loss_cls: 0.2403 d4.loss_bbox: 0.4889 2022/12/24 10:40:24 - mmengine - INFO - Epoch(train) [22][2350/4689] lr: 7.6120e-06 eta: 4:05:57 time: 1.2648 data_time: 0.0540 memory: 14432 grad_norm: 73.4998 loss: 4.6008 loss_cls: 0.2324 loss_bbox: 0.4867 d0.loss_cls: 0.2915 d0.loss_bbox: 0.5877 d1.loss_cls: 0.2638 d1.loss_bbox: 0.5293 d2.loss_cls: 0.2473 d2.loss_bbox: 0.5054 d3.loss_cls: 0.2389 d3.loss_bbox: 0.4947 d4.loss_cls: 0.2341 d4.loss_bbox: 0.4891 2022/12/24 10:41:27 - mmengine - INFO - Epoch(train) [22][2400/4689] lr: 7.6120e-06 eta: 4:04:53 time: 1.2505 data_time: 0.0546 memory: 14432 grad_norm: 72.1018 loss: 4.6158 loss_cls: 0.2394 loss_bbox: 0.4781 d0.loss_cls: 0.3016 d0.loss_bbox: 0.5918 d1.loss_cls: 0.2688 d1.loss_bbox: 0.5250 d2.loss_cls: 0.2551 d2.loss_bbox: 0.4997 d3.loss_cls: 0.2457 d3.loss_bbox: 0.4889 d4.loss_cls: 0.2414 d4.loss_bbox: 0.4803 2022/12/24 10:42:28 - mmengine - INFO - Epoch(train) [22][2450/4689] lr: 7.6120e-06 eta: 4:03:50 time: 1.2270 data_time: 0.0584 memory: 14432 grad_norm: 70.1353 loss: 4.6158 loss_cls: 0.2337 loss_bbox: 0.4862 d0.loss_cls: 0.2943 d0.loss_bbox: 0.5936 d1.loss_cls: 0.2640 d1.loss_bbox: 0.5303 d2.loss_cls: 0.2484 d2.loss_bbox: 0.5048 d3.loss_cls: 0.2396 d3.loss_bbox: 0.4969 d4.loss_cls: 0.2344 d4.loss_bbox: 0.4896 2022/12/24 10:43:31 - mmengine - INFO - Epoch(train) [22][2500/4689] lr: 7.6120e-06 eta: 4:02:47 time: 1.2712 data_time: 0.0679 memory: 14432 grad_norm: 80.2570 loss: 4.4225 loss_cls: 0.2134 loss_bbox: 0.4734 d0.loss_cls: 0.2777 d0.loss_bbox: 0.5765 d1.loss_cls: 0.2475 d1.loss_bbox: 0.5173 d2.loss_cls: 0.2298 d2.loss_bbox: 0.4921 d3.loss_cls: 0.2203 d3.loss_bbox: 0.4837 d4.loss_cls: 0.2148 d4.loss_bbox: 0.4758 2022/12/24 10:44:10 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 10:44:34 - mmengine - INFO - Epoch(train) [22][2550/4689] lr: 7.6120e-06 eta: 4:01:44 time: 1.2529 data_time: 0.0561 memory: 14432 grad_norm: 65.3700 loss: 4.5402 loss_cls: 0.2315 loss_bbox: 0.4761 d0.loss_cls: 0.2947 d0.loss_bbox: 0.5809 d1.loss_cls: 0.2642 d1.loss_bbox: 0.5177 d2.loss_cls: 0.2468 d2.loss_bbox: 0.4954 d3.loss_cls: 0.2377 d3.loss_bbox: 0.4840 d4.loss_cls: 0.2342 d4.loss_bbox: 0.4771 2022/12/24 10:45:37 - mmengine - INFO - Epoch(train) [22][2600/4689] lr: 7.6120e-06 eta: 4:00:41 time: 1.2552 data_time: 0.0532 memory: 14432 grad_norm: 69.6551 loss: 4.5513 loss_cls: 0.2340 loss_bbox: 0.4727 d0.loss_cls: 0.2979 d0.loss_bbox: 0.5814 d1.loss_cls: 0.2668 d1.loss_bbox: 0.5177 d2.loss_cls: 0.2506 d2.loss_bbox: 0.4941 d3.loss_cls: 0.2424 d3.loss_bbox: 0.4823 d4.loss_cls: 0.2370 d4.loss_bbox: 0.4744 2022/12/24 10:46:41 - mmengine - INFO - Epoch(train) [22][2650/4689] lr: 7.6120e-06 eta: 3:59:39 time: 1.2815 data_time: 0.0705 memory: 14432 grad_norm: 75.6284 loss: 4.6366 loss_cls: 0.2333 loss_bbox: 0.4887 d0.loss_cls: 0.2914 d0.loss_bbox: 0.6016 d1.loss_cls: 0.2613 d1.loss_bbox: 0.5380 d2.loss_cls: 0.2473 d2.loss_bbox: 0.5096 d3.loss_cls: 0.2377 d3.loss_bbox: 0.5009 d4.loss_cls: 0.2344 d4.loss_bbox: 0.4924 2022/12/24 10:47:44 - mmengine - INFO - Epoch(train) [22][2700/4689] lr: 7.6120e-06 eta: 3:58:36 time: 1.2500 data_time: 0.0584 memory: 14432 grad_norm: 95.5314 loss: 4.5329 loss_cls: 0.2321 loss_bbox: 0.4755 d0.loss_cls: 0.2867 d0.loss_bbox: 0.5856 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5200 d2.loss_cls: 0.2478 d2.loss_bbox: 0.4916 d3.loss_cls: 0.2387 d3.loss_bbox: 0.4836 d4.loss_cls: 0.2351 d4.loss_bbox: 0.4763 2022/12/24 10:48:46 - mmengine - INFO - Epoch(train) [22][2750/4689] lr: 7.6120e-06 eta: 3:57:32 time: 1.2415 data_time: 0.0617 memory: 14432 grad_norm: 78.7124 loss: 4.5087 loss_cls: 0.2273 loss_bbox: 0.4756 d0.loss_cls: 0.2970 d0.loss_bbox: 0.5753 d1.loss_cls: 0.2603 d1.loss_bbox: 0.5161 d2.loss_cls: 0.2457 d2.loss_bbox: 0.4888 d3.loss_cls: 0.2335 d3.loss_bbox: 0.4834 d4.loss_cls: 0.2300 d4.loss_bbox: 0.4757 2022/12/24 10:49:49 - mmengine - INFO - Epoch(train) [22][2800/4689] lr: 7.6120e-06 eta: 3:56:30 time: 1.2659 data_time: 0.0615 memory: 14432 grad_norm: 70.2297 loss: 4.6919 loss_cls: 0.2447 loss_bbox: 0.4868 d0.loss_cls: 0.3036 d0.loss_bbox: 0.5989 d1.loss_cls: 0.2745 d1.loss_bbox: 0.5340 d2.loss_cls: 0.2595 d2.loss_bbox: 0.5074 d3.loss_cls: 0.2504 d3.loss_bbox: 0.4964 d4.loss_cls: 0.2466 d4.loss_bbox: 0.4892 2022/12/24 10:50:52 - mmengine - INFO - Epoch(train) [22][2850/4689] lr: 7.6120e-06 eta: 3:55:27 time: 1.2618 data_time: 0.0613 memory: 14432 grad_norm: 58.8459 loss: 4.6875 loss_cls: 0.2511 loss_bbox: 0.4823 d0.loss_cls: 0.3092 d0.loss_bbox: 0.5850 d1.loss_cls: 0.2794 d1.loss_bbox: 0.5269 d2.loss_cls: 0.2657 d2.loss_bbox: 0.5013 d3.loss_cls: 0.2573 d3.loss_bbox: 0.4912 d4.loss_cls: 0.2538 d4.loss_bbox: 0.4842 2022/12/24 10:51:56 - mmengine - INFO - Epoch(train) [22][2900/4689] lr: 7.6120e-06 eta: 3:54:24 time: 1.2703 data_time: 0.0588 memory: 14432 grad_norm: 62.2201 loss: 4.5190 loss_cls: 0.2300 loss_bbox: 0.4722 d0.loss_cls: 0.2913 d0.loss_bbox: 0.5854 d1.loss_cls: 0.2614 d1.loss_bbox: 0.5171 d2.loss_cls: 0.2466 d2.loss_bbox: 0.4922 d3.loss_cls: 0.2355 d3.loss_bbox: 0.4819 d4.loss_cls: 0.2314 d4.loss_bbox: 0.4741 2022/12/24 10:52:58 - mmengine - INFO - Epoch(train) [22][2950/4689] lr: 7.6120e-06 eta: 3:53:21 time: 1.2493 data_time: 0.0609 memory: 14432 grad_norm: 68.2320 loss: 4.7957 loss_cls: 0.2552 loss_bbox: 0.4946 d0.loss_cls: 0.3151 d0.loss_bbox: 0.6026 d1.loss_cls: 0.2854 d1.loss_bbox: 0.5385 d2.loss_cls: 0.2669 d2.loss_bbox: 0.5174 d3.loss_cls: 0.2603 d3.loss_bbox: 0.5058 d4.loss_cls: 0.2564 d4.loss_bbox: 0.4975 2022/12/24 10:54:02 - mmengine - INFO - Epoch(train) [22][3000/4689] lr: 7.6120e-06 eta: 3:52:18 time: 1.2820 data_time: 0.0621 memory: 14432 grad_norm: 63.6653 loss: 4.7714 loss_cls: 0.2475 loss_bbox: 0.4980 d0.loss_cls: 0.3061 d0.loss_bbox: 0.6056 d1.loss_cls: 0.2773 d1.loss_bbox: 0.5452 d2.loss_cls: 0.2623 d2.loss_bbox: 0.5193 d3.loss_cls: 0.2539 d3.loss_bbox: 0.5074 d4.loss_cls: 0.2495 d4.loss_bbox: 0.4993 2022/12/24 10:55:05 - mmengine - INFO - Epoch(train) [22][3050/4689] lr: 7.6120e-06 eta: 3:51:15 time: 1.2569 data_time: 0.0723 memory: 14432 grad_norm: 84.7967 loss: 4.4489 loss_cls: 0.2253 loss_bbox: 0.4671 d0.loss_cls: 0.2851 d0.loss_bbox: 0.5758 d1.loss_cls: 0.2552 d1.loss_bbox: 0.5100 d2.loss_cls: 0.2391 d2.loss_bbox: 0.4868 d3.loss_cls: 0.2313 d3.loss_bbox: 0.4768 d4.loss_cls: 0.2266 d4.loss_bbox: 0.4698 2022/12/24 10:56:08 - mmengine - INFO - Epoch(train) [22][3100/4689] lr: 7.6120e-06 eta: 3:50:12 time: 1.2625 data_time: 0.0593 memory: 14432 grad_norm: 67.4016 loss: 4.6703 loss_cls: 0.2434 loss_bbox: 0.4877 d0.loss_cls: 0.3009 d0.loss_bbox: 0.5942 d1.loss_cls: 0.2702 d1.loss_bbox: 0.5310 d2.loss_cls: 0.2545 d2.loss_bbox: 0.5082 d3.loss_cls: 0.2477 d3.loss_bbox: 0.4978 d4.loss_cls: 0.2448 d4.loss_bbox: 0.4899 2022/12/24 10:57:12 - mmengine - INFO - Epoch(train) [22][3150/4689] lr: 7.6120e-06 eta: 3:49:09 time: 1.2776 data_time: 0.0602 memory: 14432 grad_norm: 77.7360 loss: 4.5748 loss_cls: 0.2291 loss_bbox: 0.4846 d0.loss_cls: 0.2897 d0.loss_bbox: 0.5915 d1.loss_cls: 0.2594 d1.loss_bbox: 0.5275 d2.loss_cls: 0.2452 d2.loss_bbox: 0.5022 d3.loss_cls: 0.2355 d3.loss_bbox: 0.4932 d4.loss_cls: 0.2300 d4.loss_bbox: 0.4871 2022/12/24 10:58:15 - mmengine - INFO - Epoch(train) [22][3200/4689] lr: 7.6120e-06 eta: 3:48:06 time: 1.2574 data_time: 0.0662 memory: 14432 grad_norm: 69.3263 loss: 4.6157 loss_cls: 0.2363 loss_bbox: 0.4829 d0.loss_cls: 0.2971 d0.loss_bbox: 0.5921 d1.loss_cls: 0.2659 d1.loss_bbox: 0.5307 d2.loss_cls: 0.2511 d2.loss_bbox: 0.5037 d3.loss_cls: 0.2412 d3.loss_bbox: 0.4923 d4.loss_cls: 0.2366 d4.loss_bbox: 0.4859 2022/12/24 10:59:18 - mmengine - INFO - Epoch(train) [22][3250/4689] lr: 7.6120e-06 eta: 3:47:03 time: 1.2586 data_time: 0.0607 memory: 14432 grad_norm: 65.3659 loss: 4.5699 loss_cls: 0.2325 loss_bbox: 0.4795 d0.loss_cls: 0.2906 d0.loss_bbox: 0.5858 d1.loss_cls: 0.2632 d1.loss_bbox: 0.5274 d2.loss_cls: 0.2459 d2.loss_bbox: 0.5012 d3.loss_cls: 0.2373 d3.loss_bbox: 0.4897 d4.loss_cls: 0.2338 d4.loss_bbox: 0.4829 2022/12/24 11:00:22 - mmengine - INFO - Epoch(train) [22][3300/4689] lr: 7.6120e-06 eta: 3:46:00 time: 1.2717 data_time: 0.0641 memory: 14432 grad_norm: 73.9599 loss: 4.5387 loss_cls: 0.2340 loss_bbox: 0.4729 d0.loss_cls: 0.2964 d0.loss_bbox: 0.5782 d1.loss_cls: 0.2644 d1.loss_bbox: 0.5180 d2.loss_cls: 0.2486 d2.loss_bbox: 0.4931 d3.loss_cls: 0.2400 d3.loss_bbox: 0.4821 d4.loss_cls: 0.2360 d4.loss_bbox: 0.4751 2022/12/24 11:01:26 - mmengine - INFO - Epoch(train) [22][3350/4689] lr: 7.6120e-06 eta: 3:44:57 time: 1.2782 data_time: 0.0771 memory: 14432 grad_norm: 69.5456 loss: 4.4280 loss_cls: 0.2212 loss_bbox: 0.4678 d0.loss_cls: 0.2813 d0.loss_bbox: 0.5773 d1.loss_cls: 0.2517 d1.loss_bbox: 0.5086 d2.loss_cls: 0.2363 d2.loss_bbox: 0.4859 d3.loss_cls: 0.2275 d3.loss_bbox: 0.4774 d4.loss_cls: 0.2246 d4.loss_bbox: 0.4684 2022/12/24 11:02:29 - mmengine - INFO - Epoch(train) [22][3400/4689] lr: 7.6120e-06 eta: 3:43:54 time: 1.2696 data_time: 0.0627 memory: 14432 grad_norm: 72.0396 loss: 4.2908 loss_cls: 0.2131 loss_bbox: 0.4535 d0.loss_cls: 0.2720 d0.loss_bbox: 0.5602 d1.loss_cls: 0.2405 d1.loss_bbox: 0.4984 d2.loss_cls: 0.2253 d2.loss_bbox: 0.4738 d3.loss_cls: 0.2172 d3.loss_bbox: 0.4658 d4.loss_cls: 0.2139 d4.loss_bbox: 0.4570 2022/12/24 11:03:32 - mmengine - INFO - Epoch(train) [22][3450/4689] lr: 7.6120e-06 eta: 3:42:51 time: 1.2629 data_time: 0.0650 memory: 14432 grad_norm: 65.2043 loss: 4.5655 loss_cls: 0.2282 loss_bbox: 0.4854 d0.loss_cls: 0.2850 d0.loss_bbox: 0.5887 d1.loss_cls: 0.2578 d1.loss_bbox: 0.5260 d2.loss_cls: 0.2424 d2.loss_bbox: 0.5043 d3.loss_cls: 0.2339 d3.loss_bbox: 0.4957 d4.loss_cls: 0.2298 d4.loss_bbox: 0.4883 2022/12/24 11:04:36 - mmengine - INFO - Epoch(train) [22][3500/4689] lr: 7.6120e-06 eta: 3:41:48 time: 1.2754 data_time: 0.0653 memory: 14432 grad_norm: 61.3724 loss: 4.4966 loss_cls: 0.2228 loss_bbox: 0.4785 d0.loss_cls: 0.2799 d0.loss_bbox: 0.5851 d1.loss_cls: 0.2529 d1.loss_bbox: 0.5198 d2.loss_cls: 0.2379 d2.loss_bbox: 0.4967 d3.loss_cls: 0.2303 d3.loss_bbox: 0.4873 d4.loss_cls: 0.2251 d4.loss_bbox: 0.4802 2022/12/24 11:05:16 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 11:05:40 - mmengine - INFO - Epoch(train) [22][3550/4689] lr: 7.6120e-06 eta: 3:40:46 time: 1.2862 data_time: 0.0658 memory: 14432 grad_norm: 75.6410 loss: 4.5117 loss_cls: 0.2360 loss_bbox: 0.4673 d0.loss_cls: 0.2960 d0.loss_bbox: 0.5702 d1.loss_cls: 0.2651 d1.loss_bbox: 0.5105 d2.loss_cls: 0.2518 d2.loss_bbox: 0.4865 d3.loss_cls: 0.2433 d3.loss_bbox: 0.4765 d4.loss_cls: 0.2394 d4.loss_bbox: 0.4691 2022/12/24 11:06:43 - mmengine - INFO - Epoch(train) [22][3600/4689] lr: 7.6120e-06 eta: 3:39:43 time: 1.2535 data_time: 0.0662 memory: 14432 grad_norm: 72.7665 loss: 4.6193 loss_cls: 0.2372 loss_bbox: 0.4835 d0.loss_cls: 0.2967 d0.loss_bbox: 0.5884 d1.loss_cls: 0.2674 d1.loss_bbox: 0.5258 d2.loss_cls: 0.2546 d2.loss_bbox: 0.5014 d3.loss_cls: 0.2434 d3.loss_bbox: 0.4949 d4.loss_cls: 0.2396 d4.loss_bbox: 0.4864 2022/12/24 11:07:46 - mmengine - INFO - Epoch(train) [22][3650/4689] lr: 7.6120e-06 eta: 3:38:40 time: 1.2632 data_time: 0.0713 memory: 14432 grad_norm: 76.1218 loss: 4.5452 loss_cls: 0.2322 loss_bbox: 0.4770 d0.loss_cls: 0.2899 d0.loss_bbox: 0.5801 d1.loss_cls: 0.2618 d1.loss_bbox: 0.5219 d2.loss_cls: 0.2468 d2.loss_bbox: 0.4974 d3.loss_cls: 0.2363 d3.loss_bbox: 0.4882 d4.loss_cls: 0.2340 d4.loss_bbox: 0.4793 2022/12/24 11:08:50 - mmengine - INFO - Epoch(train) [22][3700/4689] lr: 7.6120e-06 eta: 3:37:37 time: 1.2683 data_time: 0.0638 memory: 14432 grad_norm: 78.1144 loss: 4.7103 loss_cls: 0.2453 loss_bbox: 0.4895 d0.loss_cls: 0.3066 d0.loss_bbox: 0.5985 d1.loss_cls: 0.2756 d1.loss_bbox: 0.5354 d2.loss_cls: 0.2602 d2.loss_bbox: 0.5096 d3.loss_cls: 0.2521 d3.loss_bbox: 0.4989 d4.loss_cls: 0.2470 d4.loss_bbox: 0.4917 2022/12/24 11:09:52 - mmengine - INFO - Epoch(train) [22][3750/4689] lr: 7.6120e-06 eta: 3:36:34 time: 1.2517 data_time: 0.0683 memory: 14432 grad_norm: 88.1284 loss: 4.6153 loss_cls: 0.2439 loss_bbox: 0.4753 d0.loss_cls: 0.3013 d0.loss_bbox: 0.5869 d1.loss_cls: 0.2727 d1.loss_bbox: 0.5225 d2.loss_cls: 0.2563 d2.loss_bbox: 0.4983 d3.loss_cls: 0.2492 d3.loss_bbox: 0.4859 d4.loss_cls: 0.2451 d4.loss_bbox: 0.4779 2022/12/24 11:10:55 - mmengine - INFO - Epoch(train) [22][3800/4689] lr: 7.6120e-06 eta: 3:35:31 time: 1.2489 data_time: 0.0583 memory: 14432 grad_norm: 66.9573 loss: 4.8829 loss_cls: 0.2622 loss_bbox: 0.5015 d0.loss_cls: 0.3247 d0.loss_bbox: 0.6072 d1.loss_cls: 0.2946 d1.loss_bbox: 0.5459 d2.loss_cls: 0.2765 d2.loss_bbox: 0.5222 d3.loss_cls: 0.2680 d3.loss_bbox: 0.5116 d4.loss_cls: 0.2645 d4.loss_bbox: 0.5039 2022/12/24 11:11:57 - mmengine - INFO - Epoch(train) [22][3850/4689] lr: 7.6120e-06 eta: 3:34:28 time: 1.2385 data_time: 0.0618 memory: 14432 grad_norm: 79.3808 loss: 4.5864 loss_cls: 0.2360 loss_bbox: 0.4802 d0.loss_cls: 0.2974 d0.loss_bbox: 0.5846 d1.loss_cls: 0.2678 d1.loss_bbox: 0.5191 d2.loss_cls: 0.2520 d2.loss_bbox: 0.4981 d3.loss_cls: 0.2436 d3.loss_bbox: 0.4880 d4.loss_cls: 0.2377 d4.loss_bbox: 0.4818 2022/12/24 11:13:00 - mmengine - INFO - Epoch(train) [22][3900/4689] lr: 7.6120e-06 eta: 3:33:25 time: 1.2577 data_time: 0.0640 memory: 14432 grad_norm: 65.9242 loss: 4.5038 loss_cls: 0.2264 loss_bbox: 0.4740 d0.loss_cls: 0.2919 d0.loss_bbox: 0.5792 d1.loss_cls: 0.2578 d1.loss_bbox: 0.5181 d2.loss_cls: 0.2414 d2.loss_bbox: 0.4932 d3.loss_cls: 0.2317 d3.loss_bbox: 0.4848 d4.loss_cls: 0.2270 d4.loss_bbox: 0.4783 2022/12/24 11:14:02 - mmengine - INFO - Epoch(train) [22][3950/4689] lr: 7.6120e-06 eta: 3:32:22 time: 1.2546 data_time: 0.0603 memory: 14432 grad_norm: 74.6532 loss: 4.6575 loss_cls: 0.2397 loss_bbox: 0.4889 d0.loss_cls: 0.2972 d0.loss_bbox: 0.5926 d1.loss_cls: 0.2711 d1.loss_bbox: 0.5288 d2.loss_cls: 0.2540 d2.loss_bbox: 0.5079 d3.loss_cls: 0.2465 d3.loss_bbox: 0.4975 d4.loss_cls: 0.2425 d4.loss_bbox: 0.4908 2022/12/24 11:15:06 - mmengine - INFO - Epoch(train) [22][4000/4689] lr: 7.6120e-06 eta: 3:31:19 time: 1.2672 data_time: 0.0664 memory: 14432 grad_norm: 64.4538 loss: 4.3903 loss_cls: 0.2174 loss_bbox: 0.4649 d0.loss_cls: 0.2788 d0.loss_bbox: 0.5705 d1.loss_cls: 0.2476 d1.loss_bbox: 0.5099 d2.loss_cls: 0.2338 d2.loss_bbox: 0.4833 d3.loss_cls: 0.2249 d3.loss_bbox: 0.4729 d4.loss_cls: 0.2195 d4.loss_bbox: 0.4667 2022/12/24 11:16:09 - mmengine - INFO - Epoch(train) [22][4050/4689] lr: 7.6120e-06 eta: 3:30:16 time: 1.2670 data_time: 0.0626 memory: 14432 grad_norm: 76.9838 loss: 4.7803 loss_cls: 0.2543 loss_bbox: 0.4944 d0.loss_cls: 0.3097 d0.loss_bbox: 0.5989 d1.loss_cls: 0.2817 d1.loss_bbox: 0.5395 d2.loss_cls: 0.2672 d2.loss_bbox: 0.5179 d3.loss_cls: 0.2591 d3.loss_bbox: 0.5048 d4.loss_cls: 0.2557 d4.loss_bbox: 0.4970 2022/12/24 11:17:13 - mmengine - INFO - Epoch(train) [22][4100/4689] lr: 7.6120e-06 eta: 3:29:13 time: 1.2711 data_time: 0.0587 memory: 14432 grad_norm: 85.9077 loss: 4.3608 loss_cls: 0.2169 loss_bbox: 0.4616 d0.loss_cls: 0.2735 d0.loss_bbox: 0.5683 d1.loss_cls: 0.2464 d1.loss_bbox: 0.5067 d2.loss_cls: 0.2295 d2.loss_bbox: 0.4823 d3.loss_cls: 0.2222 d3.loss_bbox: 0.4710 d4.loss_cls: 0.2184 d4.loss_bbox: 0.4641 2022/12/24 11:18:17 - mmengine - INFO - Epoch(train) [22][4150/4689] lr: 7.6120e-06 eta: 3:28:10 time: 1.2768 data_time: 0.0664 memory: 14432 grad_norm: 61.5947 loss: 4.5965 loss_cls: 0.2367 loss_bbox: 0.4806 d0.loss_cls: 0.2952 d0.loss_bbox: 0.5887 d1.loss_cls: 0.2662 d1.loss_bbox: 0.5232 d2.loss_cls: 0.2523 d2.loss_bbox: 0.4994 d3.loss_cls: 0.2434 d3.loss_bbox: 0.4900 d4.loss_cls: 0.2386 d4.loss_bbox: 0.4821 2022/12/24 11:19:20 - mmengine - INFO - Epoch(train) [22][4200/4689] lr: 7.6120e-06 eta: 3:27:07 time: 1.2688 data_time: 0.0638 memory: 14432 grad_norm: 81.1655 loss: 4.5097 loss_cls: 0.2271 loss_bbox: 0.4720 d0.loss_cls: 0.2913 d0.loss_bbox: 0.5832 d1.loss_cls: 0.2600 d1.loss_bbox: 0.5187 d2.loss_cls: 0.2435 d2.loss_bbox: 0.4939 d3.loss_cls: 0.2360 d3.loss_bbox: 0.4804 d4.loss_cls: 0.2285 d4.loss_bbox: 0.4750 2022/12/24 11:20:24 - mmengine - INFO - Epoch(train) [22][4250/4689] lr: 7.6120e-06 eta: 3:26:04 time: 1.2841 data_time: 0.0674 memory: 14432 grad_norm: 81.8265 loss: 4.4800 loss_cls: 0.2278 loss_bbox: 0.4695 d0.loss_cls: 0.2856 d0.loss_bbox: 0.5784 d1.loss_cls: 0.2600 d1.loss_bbox: 0.5120 d2.loss_cls: 0.2452 d2.loss_bbox: 0.4878 d3.loss_cls: 0.2339 d3.loss_bbox: 0.4788 d4.loss_cls: 0.2290 d4.loss_bbox: 0.4721 2022/12/24 11:21:28 - mmengine - INFO - Epoch(train) [22][4300/4689] lr: 7.6120e-06 eta: 3:25:01 time: 1.2698 data_time: 0.0693 memory: 14432 grad_norm: 67.2378 loss: 4.5244 loss_cls: 0.2257 loss_bbox: 0.4777 d0.loss_cls: 0.2889 d0.loss_bbox: 0.5831 d1.loss_cls: 0.2597 d1.loss_bbox: 0.5221 d2.loss_cls: 0.2435 d2.loss_bbox: 0.4979 d3.loss_cls: 0.2332 d3.loss_bbox: 0.4852 d4.loss_cls: 0.2281 d4.loss_bbox: 0.4791 2022/12/24 11:22:32 - mmengine - INFO - Epoch(train) [22][4350/4689] lr: 7.6120e-06 eta: 3:23:58 time: 1.2795 data_time: 0.0593 memory: 14432 grad_norm: 73.5870 loss: 4.6732 loss_cls: 0.2399 loss_bbox: 0.4907 d0.loss_cls: 0.3003 d0.loss_bbox: 0.5948 d1.loss_cls: 0.2719 d1.loss_bbox: 0.5319 d2.loss_cls: 0.2562 d2.loss_bbox: 0.5079 d3.loss_cls: 0.2471 d3.loss_bbox: 0.4983 d4.loss_cls: 0.2421 d4.loss_bbox: 0.4923 2022/12/24 11:23:35 - mmengine - INFO - Epoch(train) [22][4400/4689] lr: 7.6120e-06 eta: 3:22:55 time: 1.2562 data_time: 0.0609 memory: 14432 grad_norm: 73.7252 loss: 4.5449 loss_cls: 0.2340 loss_bbox: 0.4748 d0.loss_cls: 0.2917 d0.loss_bbox: 0.5843 d1.loss_cls: 0.2626 d1.loss_bbox: 0.5186 d2.loss_cls: 0.2470 d2.loss_bbox: 0.4961 d3.loss_cls: 0.2381 d3.loss_bbox: 0.4850 d4.loss_cls: 0.2346 d4.loss_bbox: 0.4779 2022/12/24 11:24:37 - mmengine - INFO - Epoch(train) [22][4450/4689] lr: 7.6120e-06 eta: 3:21:52 time: 1.2568 data_time: 0.0620 memory: 14432 grad_norm: 67.1671 loss: 4.5509 loss_cls: 0.2266 loss_bbox: 0.4807 d0.loss_cls: 0.2921 d0.loss_bbox: 0.5888 d1.loss_cls: 0.2590 d1.loss_bbox: 0.5244 d2.loss_cls: 0.2446 d2.loss_bbox: 0.4991 d3.loss_cls: 0.2334 d3.loss_bbox: 0.4906 d4.loss_cls: 0.2289 d4.loss_bbox: 0.4827 2022/12/24 11:25:40 - mmengine - INFO - Epoch(train) [22][4500/4689] lr: 7.6120e-06 eta: 3:20:49 time: 1.2543 data_time: 0.0621 memory: 14432 grad_norm: 69.5316 loss: 4.5983 loss_cls: 0.2402 loss_bbox: 0.4779 d0.loss_cls: 0.2978 d0.loss_bbox: 0.5848 d1.loss_cls: 0.2709 d1.loss_bbox: 0.5197 d2.loss_cls: 0.2564 d2.loss_bbox: 0.4953 d3.loss_cls: 0.2467 d3.loss_bbox: 0.4863 d4.loss_cls: 0.2423 d4.loss_bbox: 0.4798 2022/12/24 11:26:19 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 11:26:43 - mmengine - INFO - Epoch(train) [22][4550/4689] lr: 7.6120e-06 eta: 3:19:46 time: 1.2618 data_time: 0.0701 memory: 14432 grad_norm: 72.0410 loss: 4.4792 loss_cls: 0.2261 loss_bbox: 0.4701 d0.loss_cls: 0.2854 d0.loss_bbox: 0.5794 d1.loss_cls: 0.2554 d1.loss_bbox: 0.5154 d2.loss_cls: 0.2414 d2.loss_bbox: 0.4914 d3.loss_cls: 0.2321 d3.loss_bbox: 0.4822 d4.loss_cls: 0.2266 d4.loss_bbox: 0.4737 2022/12/24 11:27:46 - mmengine - INFO - Epoch(train) [22][4600/4689] lr: 7.6120e-06 eta: 3:18:43 time: 1.2586 data_time: 0.0695 memory: 14432 grad_norm: 84.5501 loss: 4.5501 loss_cls: 0.2353 loss_bbox: 0.4738 d0.loss_cls: 0.2961 d0.loss_bbox: 0.5782 d1.loss_cls: 0.2674 d1.loss_bbox: 0.5173 d2.loss_cls: 0.2522 d2.loss_bbox: 0.4918 d3.loss_cls: 0.2425 d3.loss_bbox: 0.4822 d4.loss_cls: 0.2378 d4.loss_bbox: 0.4754 2022/12/24 11:28:50 - mmengine - INFO - Epoch(train) [22][4650/4689] lr: 7.6120e-06 eta: 3:17:41 time: 1.2761 data_time: 0.0704 memory: 14432 grad_norm: 66.7438 loss: 4.5341 loss_cls: 0.2351 loss_bbox: 0.4704 d0.loss_cls: 0.2948 d0.loss_bbox: 0.5806 d1.loss_cls: 0.2643 d1.loss_bbox: 0.5161 d2.loss_cls: 0.2508 d2.loss_bbox: 0.4907 d3.loss_cls: 0.2409 d3.loss_bbox: 0.4807 d4.loss_cls: 0.2364 d4.loss_bbox: 0.4733 2022/12/24 11:29:37 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 11:30:42 - mmengine - INFO - Epoch(train) [23][ 50/4689] lr: 3.4074e-06 eta: 3:15:48 time: 1.2983 data_time: 0.1043 memory: 14432 grad_norm: 70.7562 loss: 4.5539 loss_cls: 0.2291 loss_bbox: 0.4800 d0.loss_cls: 0.2911 d0.loss_bbox: 0.5872 d1.loss_cls: 0.2588 d1.loss_bbox: 0.5257 d2.loss_cls: 0.2430 d2.loss_bbox: 0.5002 d3.loss_cls: 0.2354 d3.loss_bbox: 0.4900 d4.loss_cls: 0.2303 d4.loss_bbox: 0.4831 2022/12/24 11:31:45 - mmengine - INFO - Epoch(train) [23][ 100/4689] lr: 3.4074e-06 eta: 3:14:45 time: 1.2649 data_time: 0.0588 memory: 14432 grad_norm: 76.2768 loss: 4.4111 loss_cls: 0.2179 loss_bbox: 0.4699 d0.loss_cls: 0.2805 d0.loss_bbox: 0.5674 d1.loss_cls: 0.2485 d1.loss_bbox: 0.5114 d2.loss_cls: 0.2358 d2.loss_bbox: 0.4853 d3.loss_cls: 0.2260 d3.loss_bbox: 0.4760 d4.loss_cls: 0.2211 d4.loss_bbox: 0.4713 2022/12/24 11:32:48 - mmengine - INFO - Epoch(train) [23][ 150/4689] lr: 3.4074e-06 eta: 3:13:42 time: 1.2630 data_time: 0.0587 memory: 14432 grad_norm: 62.0639 loss: 4.5046 loss_cls: 0.2282 loss_bbox: 0.4732 d0.loss_cls: 0.2880 d0.loss_bbox: 0.5819 d1.loss_cls: 0.2579 d1.loss_bbox: 0.5165 d2.loss_cls: 0.2411 d2.loss_bbox: 0.4953 d3.loss_cls: 0.2343 d3.loss_bbox: 0.4834 d4.loss_cls: 0.2295 d4.loss_bbox: 0.4752 2022/12/24 11:33:51 - mmengine - INFO - Epoch(train) [23][ 200/4689] lr: 3.4074e-06 eta: 3:12:39 time: 1.2456 data_time: 0.0603 memory: 14432 grad_norm: 83.5690 loss: 4.4656 loss_cls: 0.2253 loss_bbox: 0.4717 d0.loss_cls: 0.2859 d0.loss_bbox: 0.5710 d1.loss_cls: 0.2556 d1.loss_bbox: 0.5104 d2.loss_cls: 0.2407 d2.loss_bbox: 0.4899 d3.loss_cls: 0.2337 d3.loss_bbox: 0.4801 d4.loss_cls: 0.2270 d4.loss_bbox: 0.4742 2022/12/24 11:34:54 - mmengine - INFO - Epoch(train) [23][ 250/4689] lr: 3.4074e-06 eta: 3:11:36 time: 1.2614 data_time: 0.0619 memory: 14432 grad_norm: 74.8133 loss: 4.7047 loss_cls: 0.2496 loss_bbox: 0.4853 d0.loss_cls: 0.3071 d0.loss_bbox: 0.5921 d1.loss_cls: 0.2809 d1.loss_bbox: 0.5293 d2.loss_cls: 0.2637 d2.loss_bbox: 0.5066 d3.loss_cls: 0.2557 d3.loss_bbox: 0.4956 d4.loss_cls: 0.2505 d4.loss_bbox: 0.4884 2022/12/24 11:35:57 - mmengine - INFO - Epoch(train) [23][ 300/4689] lr: 3.4074e-06 eta: 3:10:33 time: 1.2555 data_time: 0.0577 memory: 14432 grad_norm: 72.2740 loss: 4.6777 loss_cls: 0.2426 loss_bbox: 0.4892 d0.loss_cls: 0.3019 d0.loss_bbox: 0.5948 d1.loss_cls: 0.2700 d1.loss_bbox: 0.5340 d2.loss_cls: 0.2565 d2.loss_bbox: 0.5076 d3.loss_cls: 0.2488 d3.loss_bbox: 0.4975 d4.loss_cls: 0.2445 d4.loss_bbox: 0.4903 2022/12/24 11:37:00 - mmengine - INFO - Epoch(train) [23][ 350/4689] lr: 3.4074e-06 eta: 3:09:31 time: 1.2593 data_time: 0.0588 memory: 14432 grad_norm: 70.7094 loss: 4.6839 loss_cls: 0.2420 loss_bbox: 0.4885 d0.loss_cls: 0.3019 d0.loss_bbox: 0.5992 d1.loss_cls: 0.2709 d1.loss_bbox: 0.5336 d2.loss_cls: 0.2590 d2.loss_bbox: 0.5074 d3.loss_cls: 0.2499 d3.loss_bbox: 0.4973 d4.loss_cls: 0.2442 d4.loss_bbox: 0.4901 2022/12/24 11:38:03 - mmengine - INFO - Epoch(train) [23][ 400/4689] lr: 3.4074e-06 eta: 3:08:28 time: 1.2592 data_time: 0.0593 memory: 14432 grad_norm: 74.3994 loss: 4.4662 loss_cls: 0.2304 loss_bbox: 0.4656 d0.loss_cls: 0.2907 d0.loss_bbox: 0.5659 d1.loss_cls: 0.2604 d1.loss_bbox: 0.5106 d2.loss_cls: 0.2461 d2.loss_bbox: 0.4848 d3.loss_cls: 0.2357 d3.loss_bbox: 0.4759 d4.loss_cls: 0.2329 d4.loss_bbox: 0.4672 2022/12/24 11:39:07 - mmengine - INFO - Epoch(train) [23][ 450/4689] lr: 3.4074e-06 eta: 3:07:25 time: 1.2846 data_time: 0.0661 memory: 14432 grad_norm: 72.6920 loss: 4.4694 loss_cls: 0.2250 loss_bbox: 0.4699 d0.loss_cls: 0.2828 d0.loss_bbox: 0.5808 d1.loss_cls: 0.2544 d1.loss_bbox: 0.5168 d2.loss_cls: 0.2413 d2.loss_bbox: 0.4895 d3.loss_cls: 0.2318 d3.loss_bbox: 0.4785 d4.loss_cls: 0.2269 d4.loss_bbox: 0.4718 2022/12/24 11:40:10 - mmengine - INFO - Epoch(train) [23][ 500/4689] lr: 3.4074e-06 eta: 3:06:22 time: 1.2548 data_time: 0.0585 memory: 14432 grad_norm: 76.1499 loss: 4.4319 loss_cls: 0.2223 loss_bbox: 0.4662 d0.loss_cls: 0.2891 d0.loss_bbox: 0.5699 d1.loss_cls: 0.2548 d1.loss_bbox: 0.5105 d2.loss_cls: 0.2376 d2.loss_bbox: 0.4867 d3.loss_cls: 0.2284 d3.loss_bbox: 0.4749 d4.loss_cls: 0.2241 d4.loss_bbox: 0.4674 2022/12/24 11:41:12 - mmengine - INFO - Epoch(train) [23][ 550/4689] lr: 3.4074e-06 eta: 3:05:19 time: 1.2479 data_time: 0.0652 memory: 14432 grad_norm: 97.6965 loss: 4.7594 loss_cls: 0.2529 loss_bbox: 0.4911 d0.loss_cls: 0.3161 d0.loss_bbox: 0.5929 d1.loss_cls: 0.2850 d1.loss_bbox: 0.5331 d2.loss_cls: 0.2671 d2.loss_bbox: 0.5127 d3.loss_cls: 0.2598 d3.loss_bbox: 0.5006 d4.loss_cls: 0.2535 d4.loss_bbox: 0.4945 2022/12/24 11:42:15 - mmengine - INFO - Epoch(train) [23][ 600/4689] lr: 3.4074e-06 eta: 3:04:16 time: 1.2650 data_time: 0.0656 memory: 14432 grad_norm: 67.6239 loss: 4.5336 loss_cls: 0.2270 loss_bbox: 0.4788 d0.loss_cls: 0.2884 d0.loss_bbox: 0.5832 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5218 d2.loss_cls: 0.2419 d2.loss_bbox: 0.5002 d3.loss_cls: 0.2335 d3.loss_bbox: 0.4884 d4.loss_cls: 0.2288 d4.loss_bbox: 0.4818 2022/12/24 11:43:19 - mmengine - INFO - Epoch(train) [23][ 650/4689] lr: 3.4074e-06 eta: 3:03:13 time: 1.2685 data_time: 0.0594 memory: 14432 grad_norm: 80.8419 loss: 4.6582 loss_cls: 0.2373 loss_bbox: 0.4888 d0.loss_cls: 0.3058 d0.loss_bbox: 0.5928 d1.loss_cls: 0.2709 d1.loss_bbox: 0.5265 d2.loss_cls: 0.2547 d2.loss_bbox: 0.5087 d3.loss_cls: 0.2449 d3.loss_bbox: 0.4988 d4.loss_cls: 0.2396 d4.loss_bbox: 0.4894 2022/12/24 11:44:22 - mmengine - INFO - Epoch(train) [23][ 700/4689] lr: 3.4074e-06 eta: 3:02:10 time: 1.2718 data_time: 0.0590 memory: 14432 grad_norm: 68.4531 loss: 4.5337 loss_cls: 0.2334 loss_bbox: 0.4741 d0.loss_cls: 0.2910 d0.loss_bbox: 0.5779 d1.loss_cls: 0.2628 d1.loss_bbox: 0.5162 d2.loss_cls: 0.2499 d2.loss_bbox: 0.4936 d3.loss_cls: 0.2396 d3.loss_bbox: 0.4839 d4.loss_cls: 0.2346 d4.loss_bbox: 0.4766 2022/12/24 11:45:26 - mmengine - INFO - Epoch(train) [23][ 750/4689] lr: 3.4074e-06 eta: 3:01:07 time: 1.2667 data_time: 0.0584 memory: 14432 grad_norm: 64.8305 loss: 4.3804 loss_cls: 0.2189 loss_bbox: 0.4613 d0.loss_cls: 0.2776 d0.loss_bbox: 0.5718 d1.loss_cls: 0.2474 d1.loss_bbox: 0.5083 d2.loss_cls: 0.2320 d2.loss_bbox: 0.4823 d3.loss_cls: 0.2253 d3.loss_bbox: 0.4707 d4.loss_cls: 0.2203 d4.loss_bbox: 0.4645 2022/12/24 11:46:29 - mmengine - INFO - Epoch(train) [23][ 800/4689] lr: 3.4074e-06 eta: 3:00:04 time: 1.2553 data_time: 0.0612 memory: 14432 grad_norm: 61.8880 loss: 4.4678 loss_cls: 0.2304 loss_bbox: 0.4640 d0.loss_cls: 0.2929 d0.loss_bbox: 0.5712 d1.loss_cls: 0.2608 d1.loss_bbox: 0.5083 d2.loss_cls: 0.2461 d2.loss_bbox: 0.4840 d3.loss_cls: 0.2359 d3.loss_bbox: 0.4749 d4.loss_cls: 0.2322 d4.loss_bbox: 0.4669 2022/12/24 11:47:22 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 11:47:32 - mmengine - INFO - Epoch(train) [23][ 850/4689] lr: 3.4074e-06 eta: 2:59:01 time: 1.2682 data_time: 0.0599 memory: 14432 grad_norm: 75.2008 loss: 4.6725 loss_cls: 0.2406 loss_bbox: 0.4877 d0.loss_cls: 0.3018 d0.loss_bbox: 0.5990 d1.loss_cls: 0.2703 d1.loss_bbox: 0.5338 d2.loss_cls: 0.2556 d2.loss_bbox: 0.5078 d3.loss_cls: 0.2464 d3.loss_bbox: 0.4976 d4.loss_cls: 0.2419 d4.loss_bbox: 0.4900 2022/12/24 11:48:35 - mmengine - INFO - Epoch(train) [23][ 900/4689] lr: 3.4074e-06 eta: 2:57:58 time: 1.2605 data_time: 0.0568 memory: 14432 grad_norm: 78.6049 loss: 4.5617 loss_cls: 0.2313 loss_bbox: 0.4786 d0.loss_cls: 0.2930 d0.loss_bbox: 0.5846 d1.loss_cls: 0.2621 d1.loss_bbox: 0.5233 d2.loss_cls: 0.2478 d2.loss_bbox: 0.4989 d3.loss_cls: 0.2383 d3.loss_bbox: 0.4888 d4.loss_cls: 0.2321 d4.loss_bbox: 0.4828 2022/12/24 11:49:38 - mmengine - INFO - Epoch(train) [23][ 950/4689] lr: 3.4074e-06 eta: 2:56:55 time: 1.2689 data_time: 0.0675 memory: 14432 grad_norm: 94.1557 loss: 4.5523 loss_cls: 0.2318 loss_bbox: 0.4793 d0.loss_cls: 0.2945 d0.loss_bbox: 0.5807 d1.loss_cls: 0.2604 d1.loss_bbox: 0.5217 d2.loss_cls: 0.2471 d2.loss_bbox: 0.4960 d3.loss_cls: 0.2380 d3.loss_bbox: 0.4885 d4.loss_cls: 0.2337 d4.loss_bbox: 0.4807 2022/12/24 11:50:41 - mmengine - INFO - Epoch(train) [23][1000/4689] lr: 3.4074e-06 eta: 2:55:52 time: 1.2526 data_time: 0.0612 memory: 14432 grad_norm: 74.9418 loss: 4.5433 loss_cls: 0.2346 loss_bbox: 0.4738 d0.loss_cls: 0.2991 d0.loss_bbox: 0.5793 d1.loss_cls: 0.2661 d1.loss_bbox: 0.5150 d2.loss_cls: 0.2496 d2.loss_bbox: 0.4925 d3.loss_cls: 0.2408 d3.loss_bbox: 0.4814 d4.loss_cls: 0.2371 d4.loss_bbox: 0.4741 2022/12/24 11:51:44 - mmengine - INFO - Epoch(train) [23][1050/4689] lr: 3.4074e-06 eta: 2:54:49 time: 1.2552 data_time: 0.0590 memory: 14432 grad_norm: 79.1981 loss: 4.6320 loss_cls: 0.2365 loss_bbox: 0.4849 d0.loss_cls: 0.2985 d0.loss_bbox: 0.5936 d1.loss_cls: 0.2689 d1.loss_bbox: 0.5287 d2.loss_cls: 0.2531 d2.loss_bbox: 0.5046 d3.loss_cls: 0.2442 d3.loss_bbox: 0.4930 d4.loss_cls: 0.2388 d4.loss_bbox: 0.4871 2022/12/24 11:52:48 - mmengine - INFO - Epoch(train) [23][1100/4689] lr: 3.4074e-06 eta: 2:53:46 time: 1.2783 data_time: 0.0596 memory: 14432 grad_norm: 67.3096 loss: 4.3888 loss_cls: 0.2245 loss_bbox: 0.4579 d0.loss_cls: 0.2847 d0.loss_bbox: 0.5650 d1.loss_cls: 0.2531 d1.loss_bbox: 0.5024 d2.loss_cls: 0.2368 d2.loss_bbox: 0.4806 d3.loss_cls: 0.2309 d3.loss_bbox: 0.4671 d4.loss_cls: 0.2253 d4.loss_bbox: 0.4606 2022/12/24 11:53:51 - mmengine - INFO - Epoch(train) [23][1150/4689] lr: 3.4074e-06 eta: 2:52:43 time: 1.2534 data_time: 0.0636 memory: 14432 grad_norm: 91.5880 loss: 4.5844 loss_cls: 0.2352 loss_bbox: 0.4776 d0.loss_cls: 0.2974 d0.loss_bbox: 0.5843 d1.loss_cls: 0.2652 d1.loss_bbox: 0.5265 d2.loss_cls: 0.2507 d2.loss_bbox: 0.4989 d3.loss_cls: 0.2424 d3.loss_bbox: 0.4880 d4.loss_cls: 0.2377 d4.loss_bbox: 0.4803 2022/12/24 11:54:54 - mmengine - INFO - Epoch(train) [23][1200/4689] lr: 3.4074e-06 eta: 2:51:40 time: 1.2653 data_time: 0.0598 memory: 14432 grad_norm: 64.2724 loss: 4.4722 loss_cls: 0.2253 loss_bbox: 0.4687 d0.loss_cls: 0.2847 d0.loss_bbox: 0.5771 d1.loss_cls: 0.2559 d1.loss_bbox: 0.5170 d2.loss_cls: 0.2424 d2.loss_bbox: 0.4913 d3.loss_cls: 0.2316 d3.loss_bbox: 0.4795 d4.loss_cls: 0.2264 d4.loss_bbox: 0.4724 2022/12/24 11:55:57 - mmengine - INFO - Epoch(train) [23][1250/4689] lr: 3.4074e-06 eta: 2:50:37 time: 1.2573 data_time: 0.0631 memory: 14432 grad_norm: 66.7704 loss: 4.6476 loss_cls: 0.2402 loss_bbox: 0.4869 d0.loss_cls: 0.2989 d0.loss_bbox: 0.5885 d1.loss_cls: 0.2702 d1.loss_bbox: 0.5288 d2.loss_cls: 0.2586 d2.loss_bbox: 0.5037 d3.loss_cls: 0.2470 d3.loss_bbox: 0.4942 d4.loss_cls: 0.2418 d4.loss_bbox: 0.4888 2022/12/24 11:57:00 - mmengine - INFO - Epoch(train) [23][1300/4689] lr: 3.4074e-06 eta: 2:49:34 time: 1.2576 data_time: 0.0621 memory: 14432 grad_norm: 73.2564 loss: 4.6311 loss_cls: 0.2470 loss_bbox: 0.4762 d0.loss_cls: 0.3018 d0.loss_bbox: 0.5827 d1.loss_cls: 0.2732 d1.loss_bbox: 0.5220 d2.loss_cls: 0.2629 d2.loss_bbox: 0.4971 d3.loss_cls: 0.2534 d3.loss_bbox: 0.4874 d4.loss_cls: 0.2487 d4.loss_bbox: 0.4788 2022/12/24 11:58:03 - mmengine - INFO - Epoch(train) [23][1350/4689] lr: 3.4074e-06 eta: 2:48:31 time: 1.2666 data_time: 0.0633 memory: 14432 grad_norm: 110.6839 loss: 4.4715 loss_cls: 0.2258 loss_bbox: 0.4682 d0.loss_cls: 0.2878 d0.loss_bbox: 0.5788 d1.loss_cls: 0.2581 d1.loss_bbox: 0.5138 d2.loss_cls: 0.2416 d2.loss_bbox: 0.4879 d3.loss_cls: 0.2321 d3.loss_bbox: 0.4794 d4.loss_cls: 0.2277 d4.loss_bbox: 0.4703 2022/12/24 11:59:06 - mmengine - INFO - Epoch(train) [23][1400/4689] lr: 3.4074e-06 eta: 2:47:28 time: 1.2525 data_time: 0.0576 memory: 14432 grad_norm: 87.9323 loss: 4.3061 loss_cls: 0.2156 loss_bbox: 0.4529 d0.loss_cls: 0.2808 d0.loss_bbox: 0.5566 d1.loss_cls: 0.2470 d1.loss_bbox: 0.4974 d2.loss_cls: 0.2315 d2.loss_bbox: 0.4708 d3.loss_cls: 0.2228 d3.loss_bbox: 0.4596 d4.loss_cls: 0.2166 d4.loss_bbox: 0.4545 2022/12/24 12:00:09 - mmengine - INFO - Epoch(train) [23][1450/4689] lr: 3.4074e-06 eta: 2:46:25 time: 1.2569 data_time: 0.0569 memory: 14432 grad_norm: 69.6931 loss: 4.5508 loss_cls: 0.2287 loss_bbox: 0.4818 d0.loss_cls: 0.2884 d0.loss_bbox: 0.5865 d1.loss_cls: 0.2590 d1.loss_bbox: 0.5249 d2.loss_cls: 0.2448 d2.loss_bbox: 0.4988 d3.loss_cls: 0.2346 d3.loss_bbox: 0.4902 d4.loss_cls: 0.2303 d4.loss_bbox: 0.4828 2022/12/24 12:01:11 - mmengine - INFO - Epoch(train) [23][1500/4689] lr: 3.4074e-06 eta: 2:45:22 time: 1.2499 data_time: 0.0530 memory: 14432 grad_norm: 87.2095 loss: 4.5148 loss_cls: 0.2389 loss_bbox: 0.4649 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5713 d1.loss_cls: 0.2679 d1.loss_bbox: 0.5106 d2.loss_cls: 0.2521 d2.loss_bbox: 0.4870 d3.loss_cls: 0.2448 d3.loss_bbox: 0.4742 d4.loss_cls: 0.2400 d4.loss_bbox: 0.4680 2022/12/24 12:02:15 - mmengine - INFO - Epoch(train) [23][1550/4689] lr: 3.4074e-06 eta: 2:44:19 time: 1.2704 data_time: 0.0572 memory: 14432 grad_norm: 64.6141 loss: 4.4975 loss_cls: 0.2280 loss_bbox: 0.4720 d0.loss_cls: 0.2894 d0.loss_bbox: 0.5777 d1.loss_cls: 0.2574 d1.loss_bbox: 0.5175 d2.loss_cls: 0.2418 d2.loss_bbox: 0.4936 d3.loss_cls: 0.2335 d3.loss_bbox: 0.4827 d4.loss_cls: 0.2301 d4.loss_bbox: 0.4738 2022/12/24 12:03:17 - mmengine - INFO - Epoch(train) [23][1600/4689] lr: 3.4074e-06 eta: 2:43:16 time: 1.2499 data_time: 0.0630 memory: 14432 grad_norm: 64.7015 loss: 4.5145 loss_cls: 0.2349 loss_bbox: 0.4679 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5732 d1.loss_cls: 0.2652 d1.loss_bbox: 0.5123 d2.loss_cls: 0.2506 d2.loss_bbox: 0.4887 d3.loss_cls: 0.2416 d3.loss_bbox: 0.4773 d4.loss_cls: 0.2361 d4.loss_bbox: 0.4717 2022/12/24 12:04:20 - mmengine - INFO - Epoch(train) [23][1650/4689] lr: 3.4074e-06 eta: 2:42:13 time: 1.2512 data_time: 0.0631 memory: 14432 grad_norm: 78.0753 loss: 4.5656 loss_cls: 0.2298 loss_bbox: 0.4805 d0.loss_cls: 0.2968 d0.loss_bbox: 0.5845 d1.loss_cls: 0.2643 d1.loss_bbox: 0.5221 d2.loss_cls: 0.2470 d2.loss_bbox: 0.5001 d3.loss_cls: 0.2363 d3.loss_bbox: 0.4897 d4.loss_cls: 0.2309 d4.loss_bbox: 0.4837 2022/12/24 12:05:23 - mmengine - INFO - Epoch(train) [23][1700/4689] lr: 3.4074e-06 eta: 2:41:10 time: 1.2603 data_time: 0.0601 memory: 14432 grad_norm: 78.0010 loss: 4.4485 loss_cls: 0.2232 loss_bbox: 0.4654 d0.loss_cls: 0.2845 d0.loss_bbox: 0.5785 d1.loss_cls: 0.2506 d1.loss_bbox: 0.5184 d2.loss_cls: 0.2396 d2.loss_bbox: 0.4880 d3.loss_cls: 0.2298 d3.loss_bbox: 0.4768 d4.loss_cls: 0.2266 d4.loss_bbox: 0.4672 2022/12/24 12:06:26 - mmengine - INFO - Epoch(train) [23][1750/4689] lr: 3.4074e-06 eta: 2:40:07 time: 1.2621 data_time: 0.0624 memory: 14432 grad_norm: 69.3892 loss: 4.3762 loss_cls: 0.2192 loss_bbox: 0.4587 d0.loss_cls: 0.2824 d0.loss_bbox: 0.5739 d1.loss_cls: 0.2483 d1.loss_bbox: 0.5063 d2.loss_cls: 0.2331 d2.loss_bbox: 0.4786 d3.loss_cls: 0.2253 d3.loss_bbox: 0.4685 d4.loss_cls: 0.2213 d4.loss_bbox: 0.4606 2022/12/24 12:07:29 - mmengine - INFO - Epoch(train) [23][1800/4689] lr: 3.4074e-06 eta: 2:39:04 time: 1.2541 data_time: 0.0605 memory: 14432 grad_norm: 61.6118 loss: 4.5604 loss_cls: 0.2347 loss_bbox: 0.4762 d0.loss_cls: 0.2911 d0.loss_bbox: 0.5876 d1.loss_cls: 0.2632 d1.loss_bbox: 0.5183 d2.loss_cls: 0.2491 d2.loss_bbox: 0.4962 d3.loss_cls: 0.2418 d3.loss_bbox: 0.4866 d4.loss_cls: 0.2366 d4.loss_bbox: 0.4789 2022/12/24 12:08:21 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 12:08:32 - mmengine - INFO - Epoch(train) [23][1850/4689] lr: 3.4074e-06 eta: 2:38:01 time: 1.2661 data_time: 0.0599 memory: 14432 grad_norm: 96.8376 loss: 4.5766 loss_cls: 0.2387 loss_bbox: 0.4762 d0.loss_cls: 0.2989 d0.loss_bbox: 0.5794 d1.loss_cls: 0.2698 d1.loss_bbox: 0.5178 d2.loss_cls: 0.2538 d2.loss_bbox: 0.4939 d3.loss_cls: 0.2445 d3.loss_bbox: 0.4850 d4.loss_cls: 0.2409 d4.loss_bbox: 0.4777 2022/12/24 12:09:35 - mmengine - INFO - Epoch(train) [23][1900/4689] lr: 3.4074e-06 eta: 2:36:58 time: 1.2527 data_time: 0.0619 memory: 14432 grad_norm: 80.5865 loss: 4.4468 loss_cls: 0.2233 loss_bbox: 0.4692 d0.loss_cls: 0.2862 d0.loss_bbox: 0.5707 d1.loss_cls: 0.2547 d1.loss_bbox: 0.5109 d2.loss_cls: 0.2372 d2.loss_bbox: 0.4892 d3.loss_cls: 0.2310 d3.loss_bbox: 0.4783 d4.loss_cls: 0.2251 d4.loss_bbox: 0.4711 2022/12/24 12:10:38 - mmengine - INFO - Epoch(train) [23][1950/4689] lr: 3.4074e-06 eta: 2:35:55 time: 1.2754 data_time: 0.0638 memory: 14432 grad_norm: 71.1583 loss: 4.6043 loss_cls: 0.2389 loss_bbox: 0.4783 d0.loss_cls: 0.3030 d0.loss_bbox: 0.5838 d1.loss_cls: 0.2712 d1.loss_bbox: 0.5214 d2.loss_cls: 0.2563 d2.loss_bbox: 0.4962 d3.loss_cls: 0.2465 d3.loss_bbox: 0.4874 d4.loss_cls: 0.2412 d4.loss_bbox: 0.4801 2022/12/24 12:11:43 - mmengine - INFO - Epoch(train) [23][2000/4689] lr: 3.4074e-06 eta: 2:34:53 time: 1.2850 data_time: 0.0619 memory: 14432 grad_norm: 54.3423 loss: 4.6963 loss_cls: 0.2482 loss_bbox: 0.4861 d0.loss_cls: 0.3054 d0.loss_bbox: 0.5946 d1.loss_cls: 0.2770 d1.loss_bbox: 0.5303 d2.loss_cls: 0.2639 d2.loss_bbox: 0.5053 d3.loss_cls: 0.2542 d3.loss_bbox: 0.4942 d4.loss_cls: 0.2508 d4.loss_bbox: 0.4864 2022/12/24 12:12:46 - mmengine - INFO - Epoch(train) [23][2050/4689] lr: 3.4074e-06 eta: 2:33:50 time: 1.2577 data_time: 0.0617 memory: 14432 grad_norm: 85.4950 loss: 4.4297 loss_cls: 0.2223 loss_bbox: 0.4653 d0.loss_cls: 0.2830 d0.loss_bbox: 0.5767 d1.loss_cls: 0.2540 d1.loss_bbox: 0.5102 d2.loss_cls: 0.2385 d2.loss_bbox: 0.4842 d3.loss_cls: 0.2275 d3.loss_bbox: 0.4765 d4.loss_cls: 0.2235 d4.loss_bbox: 0.4680 2022/12/24 12:13:49 - mmengine - INFO - Epoch(train) [23][2100/4689] lr: 3.4074e-06 eta: 2:32:47 time: 1.2721 data_time: 0.0632 memory: 14432 grad_norm: 69.1667 loss: 4.5188 loss_cls: 0.2284 loss_bbox: 0.4747 d0.loss_cls: 0.2892 d0.loss_bbox: 0.5814 d1.loss_cls: 0.2588 d1.loss_bbox: 0.5186 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4939 d3.loss_cls: 0.2362 d3.loss_bbox: 0.4840 d4.loss_cls: 0.2311 d4.loss_bbox: 0.4768 2022/12/24 12:14:52 - mmengine - INFO - Epoch(train) [23][2150/4689] lr: 3.4074e-06 eta: 2:31:44 time: 1.2515 data_time: 0.0656 memory: 14432 grad_norm: 80.9086 loss: 4.4809 loss_cls: 0.2249 loss_bbox: 0.4740 d0.loss_cls: 0.2887 d0.loss_bbox: 0.5734 d1.loss_cls: 0.2556 d1.loss_bbox: 0.5156 d2.loss_cls: 0.2418 d2.loss_bbox: 0.4915 d3.loss_cls: 0.2313 d3.loss_bbox: 0.4820 d4.loss_cls: 0.2256 d4.loss_bbox: 0.4766 2022/12/24 12:15:55 - mmengine - INFO - Epoch(train) [23][2200/4689] lr: 3.4074e-06 eta: 2:30:41 time: 1.2679 data_time: 0.0716 memory: 14432 grad_norm: 78.5090 loss: 4.4855 loss_cls: 0.2294 loss_bbox: 0.4685 d0.loss_cls: 0.2863 d0.loss_bbox: 0.5781 d1.loss_cls: 0.2597 d1.loss_bbox: 0.5145 d2.loss_cls: 0.2447 d2.loss_bbox: 0.4897 d3.loss_cls: 0.2360 d3.loss_bbox: 0.4773 d4.loss_cls: 0.2311 d4.loss_bbox: 0.4703 2022/12/24 12:16:58 - mmengine - INFO - Epoch(train) [23][2250/4689] lr: 3.4074e-06 eta: 2:29:38 time: 1.2608 data_time: 0.0595 memory: 14432 grad_norm: 71.3139 loss: 4.3568 loss_cls: 0.2146 loss_bbox: 0.4612 d0.loss_cls: 0.2764 d0.loss_bbox: 0.5690 d1.loss_cls: 0.2476 d1.loss_bbox: 0.5044 d2.loss_cls: 0.2305 d2.loss_bbox: 0.4816 d3.loss_cls: 0.2226 d3.loss_bbox: 0.4690 d4.loss_cls: 0.2171 d4.loss_bbox: 0.4627 2022/12/24 12:18:02 - mmengine - INFO - Epoch(train) [23][2300/4689] lr: 3.4074e-06 eta: 2:28:35 time: 1.2735 data_time: 0.0684 memory: 14432 grad_norm: 81.5970 loss: 4.4994 loss_cls: 0.2284 loss_bbox: 0.4712 d0.loss_cls: 0.2921 d0.loss_bbox: 0.5741 d1.loss_cls: 0.2615 d1.loss_bbox: 0.5144 d2.loss_cls: 0.2462 d2.loss_bbox: 0.4898 d3.loss_cls: 0.2372 d3.loss_bbox: 0.4799 d4.loss_cls: 0.2315 d4.loss_bbox: 0.4731 2022/12/24 12:19:06 - mmengine - INFO - Epoch(train) [23][2350/4689] lr: 3.4074e-06 eta: 2:27:32 time: 1.2725 data_time: 0.0650 memory: 14432 grad_norm: 67.1063 loss: 4.4610 loss_cls: 0.2233 loss_bbox: 0.4712 d0.loss_cls: 0.2816 d0.loss_bbox: 0.5786 d1.loss_cls: 0.2536 d1.loss_bbox: 0.5126 d2.loss_cls: 0.2370 d2.loss_bbox: 0.4943 d3.loss_cls: 0.2301 d3.loss_bbox: 0.4802 d4.loss_cls: 0.2242 d4.loss_bbox: 0.4743 2022/12/24 12:20:08 - mmengine - INFO - Epoch(train) [23][2400/4689] lr: 3.4074e-06 eta: 2:26:29 time: 1.2524 data_time: 0.0654 memory: 14432 grad_norm: 69.3674 loss: 4.4044 loss_cls: 0.2220 loss_bbox: 0.4625 d0.loss_cls: 0.2835 d0.loss_bbox: 0.5681 d1.loss_cls: 0.2537 d1.loss_bbox: 0.5052 d2.loss_cls: 0.2386 d2.loss_bbox: 0.4825 d3.loss_cls: 0.2282 d3.loss_bbox: 0.4725 d4.loss_cls: 0.2235 d4.loss_bbox: 0.4642 2022/12/24 12:21:11 - mmengine - INFO - Epoch(train) [23][2450/4689] lr: 3.4074e-06 eta: 2:25:26 time: 1.2448 data_time: 0.0635 memory: 14432 grad_norm: 81.0321 loss: 4.4044 loss_cls: 0.2212 loss_bbox: 0.4621 d0.loss_cls: 0.2880 d0.loss_bbox: 0.5680 d1.loss_cls: 0.2546 d1.loss_bbox: 0.5058 d2.loss_cls: 0.2400 d2.loss_bbox: 0.4798 d3.loss_cls: 0.2286 d3.loss_bbox: 0.4695 d4.loss_cls: 0.2229 d4.loss_bbox: 0.4640 2022/12/24 12:22:13 - mmengine - INFO - Epoch(train) [23][2500/4689] lr: 3.4074e-06 eta: 2:24:23 time: 1.2534 data_time: 0.0388 memory: 14432 grad_norm: 79.0741 loss: 4.5551 loss_cls: 0.2330 loss_bbox: 0.4751 d0.loss_cls: 0.2921 d0.loss_bbox: 0.5819 d1.loss_cls: 0.2665 d1.loss_bbox: 0.5207 d2.loss_cls: 0.2505 d2.loss_bbox: 0.4950 d3.loss_cls: 0.2410 d3.loss_bbox: 0.4857 d4.loss_cls: 0.2351 d4.loss_bbox: 0.4785 2022/12/24 12:23:16 - mmengine - INFO - Epoch(train) [23][2550/4689] lr: 3.4074e-06 eta: 2:23:20 time: 1.2515 data_time: 0.0410 memory: 14432 grad_norm: 71.0246 loss: 4.5513 loss_cls: 0.2395 loss_bbox: 0.4692 d0.loss_cls: 0.2977 d0.loss_bbox: 0.5843 d1.loss_cls: 0.2665 d1.loss_bbox: 0.5150 d2.loss_cls: 0.2532 d2.loss_bbox: 0.4892 d3.loss_cls: 0.2458 d3.loss_bbox: 0.4785 d4.loss_cls: 0.2405 d4.loss_bbox: 0.4720 2022/12/24 12:24:17 - mmengine - INFO - Epoch(train) [23][2600/4689] lr: 3.4074e-06 eta: 2:22:17 time: 1.2312 data_time: 0.0393 memory: 14432 grad_norm: 63.6046 loss: 4.4755 loss_cls: 0.2271 loss_bbox: 0.4697 d0.loss_cls: 0.2894 d0.loss_bbox: 0.5776 d1.loss_cls: 0.2565 d1.loss_bbox: 0.5144 d2.loss_cls: 0.2401 d2.loss_bbox: 0.4889 d3.loss_cls: 0.2340 d3.loss_bbox: 0.4774 d4.loss_cls: 0.2279 d4.loss_bbox: 0.4725 2022/12/24 12:25:21 - mmengine - INFO - Epoch(train) [23][2650/4689] lr: 3.4074e-06 eta: 2:21:14 time: 1.2661 data_time: 0.0394 memory: 14432 grad_norm: 67.5276 loss: 4.5277 loss_cls: 0.2315 loss_bbox: 0.4750 d0.loss_cls: 0.2887 d0.loss_bbox: 0.5813 d1.loss_cls: 0.2586 d1.loss_bbox: 0.5176 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4951 d3.loss_cls: 0.2367 d3.loss_bbox: 0.4866 d4.loss_cls: 0.2324 d4.loss_bbox: 0.4782 2022/12/24 12:26:23 - mmengine - INFO - Epoch(train) [23][2700/4689] lr: 3.4074e-06 eta: 2:20:11 time: 1.2403 data_time: 0.0394 memory: 14432 grad_norm: 63.0692 loss: 4.5335 loss_cls: 0.2308 loss_bbox: 0.4755 d0.loss_cls: 0.2945 d0.loss_bbox: 0.5794 d1.loss_cls: 0.2603 d1.loss_bbox: 0.5195 d2.loss_cls: 0.2464 d2.loss_bbox: 0.4956 d3.loss_cls: 0.2377 d3.loss_bbox: 0.4840 d4.loss_cls: 0.2324 d4.loss_bbox: 0.4777 2022/12/24 12:27:25 - mmengine - INFO - Epoch(train) [23][2750/4689] lr: 3.4074e-06 eta: 2:19:08 time: 1.2420 data_time: 0.0390 memory: 14432 grad_norm: 74.5341 loss: 4.5845 loss_cls: 0.2339 loss_bbox: 0.4828 d0.loss_cls: 0.2953 d0.loss_bbox: 0.5834 d1.loss_cls: 0.2662 d1.loss_bbox: 0.5220 d2.loss_cls: 0.2494 d2.loss_bbox: 0.5007 d3.loss_cls: 0.2393 d3.loss_bbox: 0.4921 d4.loss_cls: 0.2353 d4.loss_bbox: 0.4843 2022/12/24 12:28:26 - mmengine - INFO - Epoch(train) [23][2800/4689] lr: 3.4074e-06 eta: 2:18:05 time: 1.2312 data_time: 0.0412 memory: 14432 grad_norm: 109.8567 loss: 4.4846 loss_cls: 0.2300 loss_bbox: 0.4667 d0.loss_cls: 0.2916 d0.loss_bbox: 0.5751 d1.loss_cls: 0.2605 d1.loss_bbox: 0.5122 d2.loss_cls: 0.2441 d2.loss_bbox: 0.4884 d3.loss_cls: 0.2360 d3.loss_bbox: 0.4782 d4.loss_cls: 0.2321 d4.loss_bbox: 0.4696 2022/12/24 12:29:19 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 12:29:29 - mmengine - INFO - Epoch(train) [23][2850/4689] lr: 3.4074e-06 eta: 2:17:02 time: 1.2468 data_time: 0.0382 memory: 14432 grad_norm: 65.7991 loss: 4.4877 loss_cls: 0.2310 loss_bbox: 0.4687 d0.loss_cls: 0.2904 d0.loss_bbox: 0.5759 d1.loss_cls: 0.2582 d1.loss_bbox: 0.5145 d2.loss_cls: 0.2444 d2.loss_bbox: 0.4876 d3.loss_cls: 0.2365 d3.loss_bbox: 0.4774 d4.loss_cls: 0.2320 d4.loss_bbox: 0.4711 2022/12/24 12:30:30 - mmengine - INFO - Epoch(train) [23][2900/4689] lr: 3.4074e-06 eta: 2:15:59 time: 1.2187 data_time: 0.0378 memory: 14432 grad_norm: 85.4882 loss: 4.6657 loss_cls: 0.2403 loss_bbox: 0.4888 d0.loss_cls: 0.2997 d0.loss_bbox: 0.5906 d1.loss_cls: 0.2696 d1.loss_bbox: 0.5337 d2.loss_cls: 0.2555 d2.loss_bbox: 0.5096 d3.loss_cls: 0.2460 d3.loss_bbox: 0.4992 d4.loss_cls: 0.2407 d4.loss_bbox: 0.4921 2022/12/24 12:31:32 - mmengine - INFO - Epoch(train) [23][2950/4689] lr: 3.4074e-06 eta: 2:14:56 time: 1.2518 data_time: 0.0412 memory: 14432 grad_norm: 63.4277 loss: 4.5888 loss_cls: 0.2399 loss_bbox: 0.4752 d0.loss_cls: 0.2963 d0.loss_bbox: 0.5850 d1.loss_cls: 0.2685 d1.loss_bbox: 0.5219 d2.loss_cls: 0.2526 d2.loss_bbox: 0.4978 d3.loss_cls: 0.2458 d3.loss_bbox: 0.4856 d4.loss_cls: 0.2428 d4.loss_bbox: 0.4775 2022/12/24 12:32:33 - mmengine - INFO - Epoch(train) [23][3000/4689] lr: 3.4074e-06 eta: 2:13:52 time: 1.2197 data_time: 0.0386 memory: 14432 grad_norm: 85.0525 loss: 4.4920 loss_cls: 0.2305 loss_bbox: 0.4692 d0.loss_cls: 0.2927 d0.loss_bbox: 0.5692 d1.loss_cls: 0.2617 d1.loss_bbox: 0.5131 d2.loss_cls: 0.2464 d2.loss_bbox: 0.4901 d3.loss_cls: 0.2387 d3.loss_bbox: 0.4769 d4.loss_cls: 0.2330 d4.loss_bbox: 0.4704 2022/12/24 12:33:34 - mmengine - INFO - Epoch(train) [23][3050/4689] lr: 3.4074e-06 eta: 2:12:49 time: 1.2118 data_time: 0.0383 memory: 14432 grad_norm: 79.3693 loss: 4.5033 loss_cls: 0.2303 loss_bbox: 0.4713 d0.loss_cls: 0.2897 d0.loss_bbox: 0.5811 d1.loss_cls: 0.2570 d1.loss_bbox: 0.5175 d2.loss_cls: 0.2422 d2.loss_bbox: 0.4928 d3.loss_cls: 0.2355 d3.loss_bbox: 0.4812 d4.loss_cls: 0.2313 d4.loss_bbox: 0.4735 2022/12/24 12:34:36 - mmengine - INFO - Epoch(train) [23][3100/4689] lr: 3.4074e-06 eta: 2:11:46 time: 1.2401 data_time: 0.0410 memory: 14432 grad_norm: 103.1246 loss: 4.5054 loss_cls: 0.2312 loss_bbox: 0.4732 d0.loss_cls: 0.2875 d0.loss_bbox: 0.5780 d1.loss_cls: 0.2557 d1.loss_bbox: 0.5194 d2.loss_cls: 0.2442 d2.loss_bbox: 0.4914 d3.loss_cls: 0.2353 d3.loss_bbox: 0.4821 d4.loss_cls: 0.2321 d4.loss_bbox: 0.4753 2022/12/24 12:35:38 - mmengine - INFO - Epoch(train) [23][3150/4689] lr: 3.4074e-06 eta: 2:10:43 time: 1.2410 data_time: 0.0406 memory: 14432 grad_norm: 74.8432 loss: 4.4303 loss_cls: 0.2244 loss_bbox: 0.4648 d0.loss_cls: 0.2831 d0.loss_bbox: 0.5736 d1.loss_cls: 0.2523 d1.loss_bbox: 0.5110 d2.loss_cls: 0.2396 d2.loss_bbox: 0.4848 d3.loss_cls: 0.2294 d3.loss_bbox: 0.4741 d4.loss_cls: 0.2246 d4.loss_bbox: 0.4685 2022/12/24 12:36:41 - mmengine - INFO - Epoch(train) [23][3200/4689] lr: 3.4074e-06 eta: 2:09:40 time: 1.2510 data_time: 0.0389 memory: 14432 grad_norm: 74.1700 loss: 4.6180 loss_cls: 0.2351 loss_bbox: 0.4874 d0.loss_cls: 0.2917 d0.loss_bbox: 0.5948 d1.loss_cls: 0.2607 d1.loss_bbox: 0.5326 d2.loss_cls: 0.2477 d2.loss_bbox: 0.5057 d3.loss_cls: 0.2409 d3.loss_bbox: 0.4958 d4.loss_cls: 0.2363 d4.loss_bbox: 0.4894 2022/12/24 12:37:43 - mmengine - INFO - Epoch(train) [23][3250/4689] lr: 3.4074e-06 eta: 2:08:37 time: 1.2513 data_time: 0.0410 memory: 14432 grad_norm: 59.4582 loss: 4.6613 loss_cls: 0.2398 loss_bbox: 0.4893 d0.loss_cls: 0.2966 d0.loss_bbox: 0.5932 d1.loss_cls: 0.2673 d1.loss_bbox: 0.5334 d2.loss_cls: 0.2566 d2.loss_bbox: 0.5070 d3.loss_cls: 0.2448 d3.loss_bbox: 0.5005 d4.loss_cls: 0.2420 d4.loss_bbox: 0.4911 2022/12/24 12:38:45 - mmengine - INFO - Epoch(train) [23][3300/4689] lr: 3.4074e-06 eta: 2:07:34 time: 1.2407 data_time: 0.0404 memory: 14432 grad_norm: 65.2718 loss: 4.3655 loss_cls: 0.2164 loss_bbox: 0.4616 d0.loss_cls: 0.2790 d0.loss_bbox: 0.5680 d1.loss_cls: 0.2450 d1.loss_bbox: 0.5053 d2.loss_cls: 0.2337 d2.loss_bbox: 0.4794 d3.loss_cls: 0.2227 d3.loss_bbox: 0.4718 d4.loss_cls: 0.2183 d4.loss_bbox: 0.4644 2022/12/24 12:39:47 - mmengine - INFO - Epoch(train) [23][3350/4689] lr: 3.4074e-06 eta: 2:06:31 time: 1.2254 data_time: 0.0375 memory: 14432 grad_norm: 72.4330 loss: 4.4441 loss_cls: 0.2212 loss_bbox: 0.4689 d0.loss_cls: 0.2847 d0.loss_bbox: 0.5760 d1.loss_cls: 0.2555 d1.loss_bbox: 0.5089 d2.loss_cls: 0.2379 d2.loss_bbox: 0.4883 d3.loss_cls: 0.2287 d3.loss_bbox: 0.4787 d4.loss_cls: 0.2250 d4.loss_bbox: 0.4702 2022/12/24 12:40:49 - mmengine - INFO - Epoch(train) [23][3400/4689] lr: 3.4074e-06 eta: 2:05:28 time: 1.2414 data_time: 0.0405 memory: 14432 grad_norm: 83.5332 loss: 4.4335 loss_cls: 0.2226 loss_bbox: 0.4650 d0.loss_cls: 0.2840 d0.loss_bbox: 0.5714 d1.loss_cls: 0.2539 d1.loss_bbox: 0.5125 d2.loss_cls: 0.2418 d2.loss_bbox: 0.4847 d3.loss_cls: 0.2302 d3.loss_bbox: 0.4749 d4.loss_cls: 0.2240 d4.loss_bbox: 0.4686 2022/12/24 12:41:52 - mmengine - INFO - Epoch(train) [23][3450/4689] lr: 3.4074e-06 eta: 2:04:25 time: 1.2645 data_time: 0.0393 memory: 14432 grad_norm: 64.4861 loss: 4.5081 loss_cls: 0.2285 loss_bbox: 0.4749 d0.loss_cls: 0.2838 d0.loss_bbox: 0.5834 d1.loss_cls: 0.2543 d1.loss_bbox: 0.5198 d2.loss_cls: 0.2418 d2.loss_bbox: 0.4948 d3.loss_cls: 0.2327 d3.loss_bbox: 0.4864 d4.loss_cls: 0.2299 d4.loss_bbox: 0.4778 2022/12/24 12:42:54 - mmengine - INFO - Epoch(train) [23][3500/4689] lr: 3.4074e-06 eta: 2:03:22 time: 1.2448 data_time: 0.0400 memory: 14432 grad_norm: 79.4553 loss: 4.5752 loss_cls: 0.2360 loss_bbox: 0.4777 d0.loss_cls: 0.2934 d0.loss_bbox: 0.5829 d1.loss_cls: 0.2684 d1.loss_bbox: 0.5203 d2.loss_cls: 0.2531 d2.loss_bbox: 0.4972 d3.loss_cls: 0.2444 d3.loss_bbox: 0.4845 d4.loss_cls: 0.2386 d4.loss_bbox: 0.4786 2022/12/24 12:43:56 - mmengine - INFO - Epoch(train) [23][3550/4689] lr: 3.4074e-06 eta: 2:02:19 time: 1.2270 data_time: 0.0378 memory: 14432 grad_norm: 69.0237 loss: 4.6763 loss_cls: 0.2465 loss_bbox: 0.4841 d0.loss_cls: 0.3037 d0.loss_bbox: 0.5936 d1.loss_cls: 0.2761 d1.loss_bbox: 0.5271 d2.loss_cls: 0.2618 d2.loss_bbox: 0.5044 d3.loss_cls: 0.2525 d3.loss_bbox: 0.4921 d4.loss_cls: 0.2476 d4.loss_bbox: 0.4867 2022/12/24 12:44:58 - mmengine - INFO - Epoch(train) [23][3600/4689] lr: 3.4074e-06 eta: 2:01:16 time: 1.2518 data_time: 0.0381 memory: 14432 grad_norm: 66.9686 loss: 4.5617 loss_cls: 0.2321 loss_bbox: 0.4804 d0.loss_cls: 0.2885 d0.loss_bbox: 0.5854 d1.loss_cls: 0.2595 d1.loss_bbox: 0.5252 d2.loss_cls: 0.2463 d2.loss_bbox: 0.4997 d3.loss_cls: 0.2393 d3.loss_bbox: 0.4884 d4.loss_cls: 0.2333 d4.loss_bbox: 0.4835 2022/12/24 12:46:00 - mmengine - INFO - Epoch(train) [23][3650/4689] lr: 3.4074e-06 eta: 2:00:13 time: 1.2361 data_time: 0.0378 memory: 14432 grad_norm: 64.6434 loss: 4.7055 loss_cls: 0.2493 loss_bbox: 0.4856 d0.loss_cls: 0.3106 d0.loss_bbox: 0.5913 d1.loss_cls: 0.2787 d1.loss_bbox: 0.5296 d2.loss_cls: 0.2644 d2.loss_bbox: 0.5048 d3.loss_cls: 0.2571 d3.loss_bbox: 0.4954 d4.loss_cls: 0.2521 d4.loss_bbox: 0.4866 2022/12/24 12:47:02 - mmengine - INFO - Epoch(train) [23][3700/4689] lr: 3.4074e-06 eta: 1:59:10 time: 1.2438 data_time: 0.0389 memory: 14432 grad_norm: 77.5750 loss: 4.5261 loss_cls: 0.2311 loss_bbox: 0.4748 d0.loss_cls: 0.2880 d0.loss_bbox: 0.5813 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5175 d2.loss_cls: 0.2456 d2.loss_bbox: 0.4963 d3.loss_cls: 0.2369 d3.loss_bbox: 0.4851 d4.loss_cls: 0.2328 d4.loss_bbox: 0.4770 2022/12/24 12:48:03 - mmengine - INFO - Epoch(train) [23][3750/4689] lr: 3.4074e-06 eta: 1:58:07 time: 1.2215 data_time: 0.0401 memory: 14432 grad_norm: 105.9822 loss: 4.5961 loss_cls: 0.2384 loss_bbox: 0.4774 d0.loss_cls: 0.3000 d0.loss_bbox: 0.5846 d1.loss_cls: 0.2685 d1.loss_bbox: 0.5228 d2.loss_cls: 0.2534 d2.loss_bbox: 0.4984 d3.loss_cls: 0.2439 d3.loss_bbox: 0.4880 d4.loss_cls: 0.2405 d4.loss_bbox: 0.4803 2022/12/24 12:49:05 - mmengine - INFO - Epoch(train) [23][3800/4689] lr: 3.4074e-06 eta: 1:57:04 time: 1.2305 data_time: 0.0406 memory: 14432 grad_norm: 89.7922 loss: 4.4351 loss_cls: 0.2269 loss_bbox: 0.4621 d0.loss_cls: 0.2848 d0.loss_bbox: 0.5732 d1.loss_cls: 0.2574 d1.loss_bbox: 0.5089 d2.loss_cls: 0.2424 d2.loss_bbox: 0.4818 d3.loss_cls: 0.2337 d3.loss_bbox: 0.4714 d4.loss_cls: 0.2281 d4.loss_bbox: 0.4643 2022/12/24 12:49:57 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 12:50:07 - mmengine - INFO - Epoch(train) [23][3850/4689] lr: 3.4074e-06 eta: 1:56:01 time: 1.2394 data_time: 0.0401 memory: 14432 grad_norm: 80.0340 loss: 4.3784 loss_cls: 0.2242 loss_bbox: 0.4548 d0.loss_cls: 0.2865 d0.loss_bbox: 0.5621 d1.loss_cls: 0.2563 d1.loss_bbox: 0.4992 d2.loss_cls: 0.2422 d2.loss_bbox: 0.4734 d3.loss_cls: 0.2296 d3.loss_bbox: 0.4661 d4.loss_cls: 0.2252 d4.loss_bbox: 0.4588 2022/12/24 12:51:08 - mmengine - INFO - Epoch(train) [23][3900/4689] lr: 3.4074e-06 eta: 1:54:58 time: 1.2295 data_time: 0.0395 memory: 14432 grad_norm: 74.3260 loss: 4.4898 loss_cls: 0.2280 loss_bbox: 0.4725 d0.loss_cls: 0.2871 d0.loss_bbox: 0.5775 d1.loss_cls: 0.2570 d1.loss_bbox: 0.5139 d2.loss_cls: 0.2443 d2.loss_bbox: 0.4901 d3.loss_cls: 0.2346 d3.loss_bbox: 0.4804 d4.loss_cls: 0.2304 d4.loss_bbox: 0.4741 2022/12/24 12:52:09 - mmengine - INFO - Epoch(train) [23][3950/4689] lr: 3.4074e-06 eta: 1:53:55 time: 1.2209 data_time: 0.0393 memory: 14432 grad_norm: 73.9535 loss: 4.4462 loss_cls: 0.2210 loss_bbox: 0.4687 d0.loss_cls: 0.2842 d0.loss_bbox: 0.5758 d1.loss_cls: 0.2534 d1.loss_bbox: 0.5136 d2.loss_cls: 0.2369 d2.loss_bbox: 0.4900 d3.loss_cls: 0.2273 d3.loss_bbox: 0.4800 d4.loss_cls: 0.2224 d4.loss_bbox: 0.4731 2022/12/24 12:53:11 - mmengine - INFO - Epoch(train) [23][4000/4689] lr: 3.4074e-06 eta: 1:52:52 time: 1.2396 data_time: 0.0391 memory: 14432 grad_norm: 81.1414 loss: 4.5469 loss_cls: 0.2325 loss_bbox: 0.4749 d0.loss_cls: 0.2893 d0.loss_bbox: 0.5866 d1.loss_cls: 0.2632 d1.loss_bbox: 0.5196 d2.loss_cls: 0.2479 d2.loss_bbox: 0.4969 d3.loss_cls: 0.2391 d3.loss_bbox: 0.4855 d4.loss_cls: 0.2346 d4.loss_bbox: 0.4768 2022/12/24 12:54:15 - mmengine - INFO - Epoch(train) [23][4050/4689] lr: 3.4074e-06 eta: 1:51:49 time: 1.2605 data_time: 0.0376 memory: 14432 grad_norm: 64.8128 loss: 4.5182 loss_cls: 0.2326 loss_bbox: 0.4696 d0.loss_cls: 0.2920 d0.loss_bbox: 0.5810 d1.loss_cls: 0.2638 d1.loss_bbox: 0.5132 d2.loss_cls: 0.2483 d2.loss_bbox: 0.4897 d3.loss_cls: 0.2392 d3.loss_bbox: 0.4813 d4.loss_cls: 0.2348 d4.loss_bbox: 0.4727 2022/12/24 12:55:16 - mmengine - INFO - Epoch(train) [23][4100/4689] lr: 3.4074e-06 eta: 1:50:46 time: 1.2330 data_time: 0.0404 memory: 14432 grad_norm: 70.5686 loss: 4.4587 loss_cls: 0.2229 loss_bbox: 0.4706 d0.loss_cls: 0.2835 d0.loss_bbox: 0.5794 d1.loss_cls: 0.2539 d1.loss_bbox: 0.5142 d2.loss_cls: 0.2377 d2.loss_bbox: 0.4896 d3.loss_cls: 0.2295 d3.loss_bbox: 0.4793 d4.loss_cls: 0.2242 d4.loss_bbox: 0.4738 2022/12/24 12:56:18 - mmengine - INFO - Epoch(train) [23][4150/4689] lr: 3.4074e-06 eta: 1:49:43 time: 1.2383 data_time: 0.0379 memory: 14432 grad_norm: 87.4762 loss: 4.7184 loss_cls: 0.2476 loss_bbox: 0.4903 d0.loss_cls: 0.3037 d0.loss_bbox: 0.5970 d1.loss_cls: 0.2749 d1.loss_bbox: 0.5372 d2.loss_cls: 0.2634 d2.loss_bbox: 0.5093 d3.loss_cls: 0.2542 d3.loss_bbox: 0.4995 d4.loss_cls: 0.2489 d4.loss_bbox: 0.4923 2022/12/24 12:57:21 - mmengine - INFO - Epoch(train) [23][4200/4689] lr: 3.4074e-06 eta: 1:48:40 time: 1.2477 data_time: 0.0382 memory: 14432 grad_norm: 76.5177 loss: 4.5718 loss_cls: 0.2333 loss_bbox: 0.4790 d0.loss_cls: 0.2941 d0.loss_bbox: 0.5849 d1.loss_cls: 0.2654 d1.loss_bbox: 0.5236 d2.loss_cls: 0.2481 d2.loss_bbox: 0.4992 d3.loss_cls: 0.2397 d3.loss_bbox: 0.4885 d4.loss_cls: 0.2352 d4.loss_bbox: 0.4808 2022/12/24 12:58:23 - mmengine - INFO - Epoch(train) [23][4250/4689] lr: 3.4074e-06 eta: 1:47:37 time: 1.2410 data_time: 0.0410 memory: 14432 grad_norm: 65.8110 loss: 4.5711 loss_cls: 0.2334 loss_bbox: 0.4809 d0.loss_cls: 0.2926 d0.loss_bbox: 0.5844 d1.loss_cls: 0.2622 d1.loss_bbox: 0.5219 d2.loss_cls: 0.2493 d2.loss_bbox: 0.4998 d3.loss_cls: 0.2390 d3.loss_bbox: 0.4896 d4.loss_cls: 0.2353 d4.loss_bbox: 0.4827 2022/12/24 12:59:24 - mmengine - INFO - Epoch(train) [23][4300/4689] lr: 3.4074e-06 eta: 1:46:34 time: 1.2200 data_time: 0.0386 memory: 14432 grad_norm: 69.7317 loss: 4.7277 loss_cls: 0.2497 loss_bbox: 0.4919 d0.loss_cls: 0.3091 d0.loss_bbox: 0.5924 d1.loss_cls: 0.2774 d1.loss_bbox: 0.5309 d2.loss_cls: 0.2641 d2.loss_bbox: 0.5097 d3.loss_cls: 0.2559 d3.loss_bbox: 0.5011 d4.loss_cls: 0.2514 d4.loss_bbox: 0.4941 2022/12/24 13:00:26 - mmengine - INFO - Epoch(train) [23][4350/4689] lr: 3.4074e-06 eta: 1:45:31 time: 1.2467 data_time: 0.0423 memory: 14432 grad_norm: 62.4106 loss: 4.7204 loss_cls: 0.2498 loss_bbox: 0.4910 d0.loss_cls: 0.3052 d0.loss_bbox: 0.5932 d1.loss_cls: 0.2757 d1.loss_bbox: 0.5333 d2.loss_cls: 0.2639 d2.loss_bbox: 0.5087 d3.loss_cls: 0.2562 d3.loss_bbox: 0.4987 d4.loss_cls: 0.2512 d4.loss_bbox: 0.4934 2022/12/24 13:01:28 - mmengine - INFO - Epoch(train) [23][4400/4689] lr: 3.4074e-06 eta: 1:44:28 time: 1.2332 data_time: 0.0414 memory: 14432 grad_norm: 68.9558 loss: 4.5920 loss_cls: 0.2328 loss_bbox: 0.4835 d0.loss_cls: 0.2960 d0.loss_bbox: 0.5842 d1.loss_cls: 0.2671 d1.loss_bbox: 0.5249 d2.loss_cls: 0.2502 d2.loss_bbox: 0.5014 d3.loss_cls: 0.2404 d3.loss_bbox: 0.4914 d4.loss_cls: 0.2357 d4.loss_bbox: 0.4845 2022/12/24 13:02:31 - mmengine - INFO - Epoch(train) [23][4450/4689] lr: 3.4074e-06 eta: 1:43:25 time: 1.2584 data_time: 0.0408 memory: 14432 grad_norm: 115.9942 loss: 4.5073 loss_cls: 0.2273 loss_bbox: 0.4753 d0.loss_cls: 0.2877 d0.loss_bbox: 0.5760 d1.loss_cls: 0.2579 d1.loss_bbox: 0.5168 d2.loss_cls: 0.2442 d2.loss_bbox: 0.4941 d3.loss_cls: 0.2348 d3.loss_bbox: 0.4857 d4.loss_cls: 0.2298 d4.loss_bbox: 0.4775 2022/12/24 13:03:32 - mmengine - INFO - Epoch(train) [23][4500/4689] lr: 3.4074e-06 eta: 1:42:22 time: 1.2299 data_time: 0.0411 memory: 14432 grad_norm: 71.6187 loss: 4.4666 loss_cls: 0.2284 loss_bbox: 0.4670 d0.loss_cls: 0.2915 d0.loss_bbox: 0.5728 d1.loss_cls: 0.2606 d1.loss_bbox: 0.5084 d2.loss_cls: 0.2442 d2.loss_bbox: 0.4847 d3.loss_cls: 0.2347 d3.loss_bbox: 0.4754 d4.loss_cls: 0.2304 d4.loss_bbox: 0.4685 2022/12/24 13:04:34 - mmengine - INFO - Epoch(train) [23][4550/4689] lr: 3.4074e-06 eta: 1:41:19 time: 1.2350 data_time: 0.0397 memory: 14432 grad_norm: 70.9019 loss: 4.6410 loss_cls: 0.2444 loss_bbox: 0.4823 d0.loss_cls: 0.3025 d0.loss_bbox: 0.5855 d1.loss_cls: 0.2726 d1.loss_bbox: 0.5262 d2.loss_cls: 0.2575 d2.loss_bbox: 0.4996 d3.loss_cls: 0.2495 d3.loss_bbox: 0.4908 d4.loss_cls: 0.2455 d4.loss_bbox: 0.4846 2022/12/24 13:05:36 - mmengine - INFO - Epoch(train) [23][4600/4689] lr: 3.4074e-06 eta: 1:40:16 time: 1.2507 data_time: 0.0396 memory: 14432 grad_norm: 71.8232 loss: 4.3705 loss_cls: 0.2288 loss_bbox: 0.4493 d0.loss_cls: 0.2845 d0.loss_bbox: 0.5642 d1.loss_cls: 0.2561 d1.loss_bbox: 0.4970 d2.loss_cls: 0.2436 d2.loss_bbox: 0.4703 d3.loss_cls: 0.2343 d3.loss_bbox: 0.4597 d4.loss_cls: 0.2303 d4.loss_bbox: 0.4524 2022/12/24 13:06:40 - mmengine - INFO - Epoch(train) [23][4650/4689] lr: 3.4074e-06 eta: 1:39:13 time: 1.2599 data_time: 0.0408 memory: 14432 grad_norm: 61.8300 loss: 4.4635 loss_cls: 0.2260 loss_bbox: 0.4683 d0.loss_cls: 0.2839 d0.loss_bbox: 0.5767 d1.loss_cls: 0.2576 d1.loss_bbox: 0.5120 d2.loss_cls: 0.2435 d2.loss_bbox: 0.4882 d3.loss_cls: 0.2340 d3.loss_bbox: 0.4758 d4.loss_cls: 0.2280 d4.loss_bbox: 0.4695 2022/12/24 13:07:27 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 13:08:33 - mmengine - INFO - Epoch(train) [24][ 50/4689] lr: 8.5551e-07 eta: 1:37:21 time: 1.3286 data_time: 0.1095 memory: 14432 grad_norm: 60.2655 loss: 4.5221 loss_cls: 0.2290 loss_bbox: 0.4761 d0.loss_cls: 0.2879 d0.loss_bbox: 0.5815 d1.loss_cls: 0.2568 d1.loss_bbox: 0.5221 d2.loss_cls: 0.2442 d2.loss_bbox: 0.4952 d3.loss_cls: 0.2357 d3.loss_bbox: 0.4852 d4.loss_cls: 0.2299 d4.loss_bbox: 0.4785 2022/12/24 13:09:36 - mmengine - INFO - Epoch(train) [24][ 100/4689] lr: 8.5551e-07 eta: 1:36:18 time: 1.2511 data_time: 0.0603 memory: 14432 grad_norm: 66.9466 loss: 4.5075 loss_cls: 0.2314 loss_bbox: 0.4717 d0.loss_cls: 0.2857 d0.loss_bbox: 0.5790 d1.loss_cls: 0.2585 d1.loss_bbox: 0.5175 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4912 d3.loss_cls: 0.2376 d3.loss_bbox: 0.4816 d4.loss_cls: 0.2338 d4.loss_bbox: 0.4736 2022/12/24 13:10:40 - mmengine - INFO - Epoch(train) [24][ 150/4689] lr: 8.5551e-07 eta: 1:35:15 time: 1.2816 data_time: 0.0625 memory: 14432 grad_norm: 59.8705 loss: 4.5233 loss_cls: 0.2322 loss_bbox: 0.4720 d0.loss_cls: 0.2912 d0.loss_bbox: 0.5811 d1.loss_cls: 0.2598 d1.loss_bbox: 0.5192 d2.loss_cls: 0.2449 d2.loss_bbox: 0.4935 d3.loss_cls: 0.2391 d3.loss_bbox: 0.4821 d4.loss_cls: 0.2339 d4.loss_bbox: 0.4742 2022/12/24 13:10:44 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 13:11:43 - mmengine - INFO - Epoch(train) [24][ 200/4689] lr: 8.5551e-07 eta: 1:34:12 time: 1.2737 data_time: 0.0575 memory: 14432 grad_norm: 90.7479 loss: 4.5559 loss_cls: 0.2375 loss_bbox: 0.4740 d0.loss_cls: 0.2966 d0.loss_bbox: 0.5750 d1.loss_cls: 0.2666 d1.loss_bbox: 0.5174 d2.loss_cls: 0.2518 d2.loss_bbox: 0.4943 d3.loss_cls: 0.2437 d3.loss_bbox: 0.4834 d4.loss_cls: 0.2397 d4.loss_bbox: 0.4760 2022/12/24 13:12:47 - mmengine - INFO - Epoch(train) [24][ 250/4689] lr: 8.5551e-07 eta: 1:33:09 time: 1.2777 data_time: 0.0592 memory: 14432 grad_norm: 89.4844 loss: 4.4584 loss_cls: 0.2258 loss_bbox: 0.4681 d0.loss_cls: 0.2859 d0.loss_bbox: 0.5734 d1.loss_cls: 0.2521 d1.loss_bbox: 0.5166 d2.loss_cls: 0.2398 d2.loss_bbox: 0.4886 d3.loss_cls: 0.2311 d3.loss_bbox: 0.4795 d4.loss_cls: 0.2260 d4.loss_bbox: 0.4715 2022/12/24 13:13:51 - mmengine - INFO - Epoch(train) [24][ 300/4689] lr: 8.5551e-07 eta: 1:32:06 time: 1.2641 data_time: 0.0571 memory: 14432 grad_norm: 65.8263 loss: 4.4173 loss_cls: 0.2212 loss_bbox: 0.4637 d0.loss_cls: 0.2866 d0.loss_bbox: 0.5727 d1.loss_cls: 0.2526 d1.loss_bbox: 0.5095 d2.loss_cls: 0.2359 d2.loss_bbox: 0.4843 d3.loss_cls: 0.2286 d3.loss_bbox: 0.4729 d4.loss_cls: 0.2239 d4.loss_bbox: 0.4653 2022/12/24 13:14:54 - mmengine - INFO - Epoch(train) [24][ 350/4689] lr: 8.5551e-07 eta: 1:31:03 time: 1.2707 data_time: 0.0634 memory: 14432 grad_norm: 91.7007 loss: 4.4338 loss_cls: 0.2233 loss_bbox: 0.4671 d0.loss_cls: 0.2850 d0.loss_bbox: 0.5720 d1.loss_cls: 0.2545 d1.loss_bbox: 0.5102 d2.loss_cls: 0.2392 d2.loss_bbox: 0.4840 d3.loss_cls: 0.2298 d3.loss_bbox: 0.4748 d4.loss_cls: 0.2248 d4.loss_bbox: 0.4689 2022/12/24 13:15:57 - mmengine - INFO - Epoch(train) [24][ 400/4689] lr: 8.5551e-07 eta: 1:30:00 time: 1.2622 data_time: 0.0575 memory: 14432 grad_norm: 68.1493 loss: 4.5056 loss_cls: 0.2247 loss_bbox: 0.4740 d0.loss_cls: 0.2832 d0.loss_bbox: 0.5867 d1.loss_cls: 0.2549 d1.loss_bbox: 0.5230 d2.loss_cls: 0.2401 d2.loss_bbox: 0.4975 d3.loss_cls: 0.2318 d3.loss_bbox: 0.4860 d4.loss_cls: 0.2272 d4.loss_bbox: 0.4764 2022/12/24 13:17:01 - mmengine - INFO - Epoch(train) [24][ 450/4689] lr: 8.5551e-07 eta: 1:28:57 time: 1.2652 data_time: 0.0697 memory: 14432 grad_norm: 76.0160 loss: 4.3758 loss_cls: 0.2165 loss_bbox: 0.4624 d0.loss_cls: 0.2789 d0.loss_bbox: 0.5720 d1.loss_cls: 0.2453 d1.loss_bbox: 0.5104 d2.loss_cls: 0.2310 d2.loss_bbox: 0.4806 d3.loss_cls: 0.2231 d3.loss_bbox: 0.4724 d4.loss_cls: 0.2186 d4.loss_bbox: 0.4646 2022/12/24 13:18:04 - mmengine - INFO - Epoch(train) [24][ 500/4689] lr: 8.5551e-07 eta: 1:27:54 time: 1.2606 data_time: 0.0629 memory: 14432 grad_norm: 73.4452 loss: 4.4783 loss_cls: 0.2244 loss_bbox: 0.4721 d0.loss_cls: 0.2850 d0.loss_bbox: 0.5787 d1.loss_cls: 0.2564 d1.loss_bbox: 0.5167 d2.loss_cls: 0.2394 d2.loss_bbox: 0.4925 d3.loss_cls: 0.2301 d3.loss_bbox: 0.4820 d4.loss_cls: 0.2273 d4.loss_bbox: 0.4737 2022/12/24 13:19:07 - mmengine - INFO - Epoch(train) [24][ 550/4689] lr: 8.5551e-07 eta: 1:26:51 time: 1.2614 data_time: 0.0639 memory: 14432 grad_norm: 66.7764 loss: 4.4012 loss_cls: 0.2240 loss_bbox: 0.4586 d0.loss_cls: 0.2845 d0.loss_bbox: 0.5679 d1.loss_cls: 0.2552 d1.loss_bbox: 0.5053 d2.loss_cls: 0.2391 d2.loss_bbox: 0.4790 d3.loss_cls: 0.2310 d3.loss_bbox: 0.4686 d4.loss_cls: 0.2256 d4.loss_bbox: 0.4625 2022/12/24 13:20:10 - mmengine - INFO - Epoch(train) [24][ 600/4689] lr: 8.5551e-07 eta: 1:25:48 time: 1.2708 data_time: 0.0698 memory: 14432 grad_norm: 67.0220 loss: 4.6024 loss_cls: 0.2381 loss_bbox: 0.4804 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5902 d1.loss_cls: 0.2662 d1.loss_bbox: 0.5235 d2.loss_cls: 0.2540 d2.loss_bbox: 0.4993 d3.loss_cls: 0.2448 d3.loss_bbox: 0.4884 d4.loss_cls: 0.2391 d4.loss_bbox: 0.4833 2022/12/24 13:21:14 - mmengine - INFO - Epoch(train) [24][ 650/4689] lr: 8.5551e-07 eta: 1:24:46 time: 1.2725 data_time: 0.0642 memory: 14432 grad_norm: 69.9447 loss: 4.4671 loss_cls: 0.2250 loss_bbox: 0.4688 d0.loss_cls: 0.2870 d0.loss_bbox: 0.5756 d1.loss_cls: 0.2568 d1.loss_bbox: 0.5112 d2.loss_cls: 0.2425 d2.loss_bbox: 0.4895 d3.loss_cls: 0.2334 d3.loss_bbox: 0.4780 d4.loss_cls: 0.2270 d4.loss_bbox: 0.4723 2022/12/24 13:22:17 - mmengine - INFO - Epoch(train) [24][ 700/4689] lr: 8.5551e-07 eta: 1:23:43 time: 1.2658 data_time: 0.0634 memory: 14432 grad_norm: 69.0521 loss: 4.4967 loss_cls: 0.2247 loss_bbox: 0.4743 d0.loss_cls: 0.2848 d0.loss_bbox: 0.5832 d1.loss_cls: 0.2556 d1.loss_bbox: 0.5208 d2.loss_cls: 0.2404 d2.loss_bbox: 0.4941 d3.loss_cls: 0.2317 d3.loss_bbox: 0.4836 d4.loss_cls: 0.2276 d4.loss_bbox: 0.4758 2022/12/24 13:23:21 - mmengine - INFO - Epoch(train) [24][ 750/4689] lr: 8.5551e-07 eta: 1:22:40 time: 1.2703 data_time: 0.0707 memory: 14432 grad_norm: 69.5353 loss: 4.5288 loss_cls: 0.2284 loss_bbox: 0.4765 d0.loss_cls: 0.2889 d0.loss_bbox: 0.5869 d1.loss_cls: 0.2626 d1.loss_bbox: 0.5176 d2.loss_cls: 0.2464 d2.loss_bbox: 0.4936 d3.loss_cls: 0.2349 d3.loss_bbox: 0.4847 d4.loss_cls: 0.2305 d4.loss_bbox: 0.4777 2022/12/24 13:24:23 - mmengine - INFO - Epoch(train) [24][ 800/4689] lr: 8.5551e-07 eta: 1:21:37 time: 1.2515 data_time: 0.0632 memory: 14432 grad_norm: 78.0341 loss: 4.5119 loss_cls: 0.2327 loss_bbox: 0.4678 d0.loss_cls: 0.2956 d0.loss_bbox: 0.5810 d1.loss_cls: 0.2641 d1.loss_bbox: 0.5138 d2.loss_cls: 0.2506 d2.loss_bbox: 0.4854 d3.loss_cls: 0.2402 d3.loss_bbox: 0.4759 d4.loss_cls: 0.2353 d4.loss_bbox: 0.4693 2022/12/24 13:25:26 - mmengine - INFO - Epoch(train) [24][ 850/4689] lr: 8.5551e-07 eta: 1:20:34 time: 1.2503 data_time: 0.0705 memory: 14432 grad_norm: 69.3743 loss: 4.4214 loss_cls: 0.2239 loss_bbox: 0.4626 d0.loss_cls: 0.2851 d0.loss_bbox: 0.5714 d1.loss_cls: 0.2548 d1.loss_bbox: 0.5091 d2.loss_cls: 0.2405 d2.loss_bbox: 0.4819 d3.loss_cls: 0.2304 d3.loss_bbox: 0.4715 d4.loss_cls: 0.2257 d4.loss_bbox: 0.4644 2022/12/24 13:26:30 - mmengine - INFO - Epoch(train) [24][ 900/4689] lr: 8.5551e-07 eta: 1:19:31 time: 1.2713 data_time: 0.0644 memory: 14432 grad_norm: 67.6447 loss: 4.7371 loss_cls: 0.2523 loss_bbox: 0.4890 d0.loss_cls: 0.3062 d0.loss_bbox: 0.5982 d1.loss_cls: 0.2790 d1.loss_bbox: 0.5334 d2.loss_cls: 0.2678 d2.loss_bbox: 0.5069 d3.loss_cls: 0.2581 d3.loss_bbox: 0.5010 d4.loss_cls: 0.2538 d4.loss_bbox: 0.4914 2022/12/24 13:27:33 - mmengine - INFO - Epoch(train) [24][ 950/4689] lr: 8.5551e-07 eta: 1:18:28 time: 1.2693 data_time: 0.0662 memory: 14432 grad_norm: 88.1529 loss: 4.5002 loss_cls: 0.2296 loss_bbox: 0.4694 d0.loss_cls: 0.2922 d0.loss_bbox: 0.5782 d1.loss_cls: 0.2610 d1.loss_bbox: 0.5134 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4908 d3.loss_cls: 0.2367 d3.loss_bbox: 0.4794 d4.loss_cls: 0.2312 d4.loss_bbox: 0.4724 2022/12/24 13:28:36 - mmengine - INFO - Epoch(train) [24][1000/4689] lr: 8.5551e-07 eta: 1:17:25 time: 1.2570 data_time: 0.0635 memory: 14432 grad_norm: 70.9895 loss: 4.5945 loss_cls: 0.2360 loss_bbox: 0.4837 d0.loss_cls: 0.2968 d0.loss_bbox: 0.5855 d1.loss_cls: 0.2648 d1.loss_bbox: 0.5242 d2.loss_cls: 0.2480 d2.loss_bbox: 0.5003 d3.loss_cls: 0.2394 d3.loss_bbox: 0.4931 d4.loss_cls: 0.2373 d4.loss_bbox: 0.4853 2022/12/24 13:29:38 - mmengine - INFO - Epoch(train) [24][1050/4689] lr: 8.5551e-07 eta: 1:16:22 time: 1.2492 data_time: 0.0695 memory: 14432 grad_norm: 74.9641 loss: 4.4323 loss_cls: 0.2203 loss_bbox: 0.4661 d0.loss_cls: 0.2841 d0.loss_bbox: 0.5784 d1.loss_cls: 0.2508 d1.loss_bbox: 0.5138 d2.loss_cls: 0.2371 d2.loss_bbox: 0.4872 d3.loss_cls: 0.2275 d3.loss_bbox: 0.4765 d4.loss_cls: 0.2225 d4.loss_bbox: 0.4681 2022/12/24 13:30:41 - mmengine - INFO - Epoch(train) [24][1100/4689] lr: 8.5551e-07 eta: 1:15:19 time: 1.2457 data_time: 0.0615 memory: 14432 grad_norm: 77.5585 loss: 4.5968 loss_cls: 0.2381 loss_bbox: 0.4779 d0.loss_cls: 0.3015 d0.loss_bbox: 0.5854 d1.loss_cls: 0.2683 d1.loss_bbox: 0.5225 d2.loss_cls: 0.2544 d2.loss_bbox: 0.4963 d3.loss_cls: 0.2466 d3.loss_bbox: 0.4862 d4.loss_cls: 0.2397 d4.loss_bbox: 0.4799 2022/12/24 13:31:44 - mmengine - INFO - Epoch(train) [24][1150/4689] lr: 8.5551e-07 eta: 1:14:16 time: 1.2566 data_time: 0.0614 memory: 14432 grad_norm: 88.4490 loss: 4.4887 loss_cls: 0.2287 loss_bbox: 0.4709 d0.loss_cls: 0.2871 d0.loss_bbox: 0.5763 d1.loss_cls: 0.2606 d1.loss_bbox: 0.5128 d2.loss_cls: 0.2443 d2.loss_bbox: 0.4896 d3.loss_cls: 0.2355 d3.loss_bbox: 0.4797 d4.loss_cls: 0.2311 d4.loss_bbox: 0.4721 2022/12/24 13:31:47 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 13:32:45 - mmengine - INFO - Epoch(train) [24][1200/4689] lr: 8.5551e-07 eta: 1:13:13 time: 1.2284 data_time: 0.0568 memory: 14432 grad_norm: 66.4710 loss: 4.4478 loss_cls: 0.2313 loss_bbox: 0.4605 d0.loss_cls: 0.2926 d0.loss_bbox: 0.5671 d1.loss_cls: 0.2602 d1.loss_bbox: 0.5046 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4808 d3.loss_cls: 0.2367 d3.loss_bbox: 0.4713 d4.loss_cls: 0.2328 d4.loss_bbox: 0.4641 2022/12/24 13:33:48 - mmengine - INFO - Epoch(train) [24][1250/4689] lr: 8.5551e-07 eta: 1:12:10 time: 1.2600 data_time: 0.0688 memory: 14432 grad_norm: 71.2908 loss: 4.5577 loss_cls: 0.2378 loss_bbox: 0.4742 d0.loss_cls: 0.2982 d0.loss_bbox: 0.5780 d1.loss_cls: 0.2683 d1.loss_bbox: 0.5149 d2.loss_cls: 0.2534 d2.loss_bbox: 0.4907 d3.loss_cls: 0.2436 d3.loss_bbox: 0.4827 d4.loss_cls: 0.2400 d4.loss_bbox: 0.4760 2022/12/24 13:34:52 - mmengine - INFO - Epoch(train) [24][1300/4689] lr: 8.5551e-07 eta: 1:11:07 time: 1.2761 data_time: 0.0628 memory: 14432 grad_norm: 67.6871 loss: 4.4686 loss_cls: 0.2214 loss_bbox: 0.4726 d0.loss_cls: 0.2788 d0.loss_bbox: 0.5828 d1.loss_cls: 0.2514 d1.loss_bbox: 0.5189 d2.loss_cls: 0.2359 d2.loss_bbox: 0.4960 d3.loss_cls: 0.2268 d3.loss_bbox: 0.4854 d4.loss_cls: 0.2213 d4.loss_bbox: 0.4773 2022/12/24 13:35:56 - mmengine - INFO - Epoch(train) [24][1350/4689] lr: 8.5551e-07 eta: 1:10:04 time: 1.2819 data_time: 0.0590 memory: 14432 grad_norm: 70.4799 loss: 4.5703 loss_cls: 0.2313 loss_bbox: 0.4794 d0.loss_cls: 0.2931 d0.loss_bbox: 0.5899 d1.loss_cls: 0.2618 d1.loss_bbox: 0.5250 d2.loss_cls: 0.2460 d2.loss_bbox: 0.5023 d3.loss_cls: 0.2368 d3.loss_bbox: 0.4894 d4.loss_cls: 0.2331 d4.loss_bbox: 0.4821 2022/12/24 13:36:59 - mmengine - INFO - Epoch(train) [24][1400/4689] lr: 8.5551e-07 eta: 1:09:01 time: 1.2645 data_time: 0.0572 memory: 14432 grad_norm: 66.8780 loss: 4.4630 loss_cls: 0.2251 loss_bbox: 0.4687 d0.loss_cls: 0.2876 d0.loss_bbox: 0.5782 d1.loss_cls: 0.2576 d1.loss_bbox: 0.5114 d2.loss_cls: 0.2406 d2.loss_bbox: 0.4882 d3.loss_cls: 0.2308 d3.loss_bbox: 0.4780 d4.loss_cls: 0.2262 d4.loss_bbox: 0.4707 2022/12/24 13:38:04 - mmengine - INFO - Epoch(train) [24][1450/4689] lr: 8.5551e-07 eta: 1:07:58 time: 1.2851 data_time: 0.0609 memory: 14432 grad_norm: 67.4777 loss: 4.4559 loss_cls: 0.2254 loss_bbox: 0.4700 d0.loss_cls: 0.2793 d0.loss_bbox: 0.5747 d1.loss_cls: 0.2536 d1.loss_bbox: 0.5138 d2.loss_cls: 0.2404 d2.loss_bbox: 0.4881 d3.loss_cls: 0.2304 d3.loss_bbox: 0.4802 d4.loss_cls: 0.2258 d4.loss_bbox: 0.4740 2022/12/24 13:39:07 - mmengine - INFO - Epoch(train) [24][1500/4689] lr: 8.5551e-07 eta: 1:06:55 time: 1.2708 data_time: 0.0604 memory: 14432 grad_norm: 62.8280 loss: 4.4528 loss_cls: 0.2246 loss_bbox: 0.4705 d0.loss_cls: 0.2812 d0.loss_bbox: 0.5741 d1.loss_cls: 0.2509 d1.loss_bbox: 0.5134 d2.loss_cls: 0.2375 d2.loss_bbox: 0.4910 d3.loss_cls: 0.2303 d3.loss_bbox: 0.4799 d4.loss_cls: 0.2262 d4.loss_bbox: 0.4731 2022/12/24 13:40:12 - mmengine - INFO - Epoch(train) [24][1550/4689] lr: 8.5551e-07 eta: 1:05:52 time: 1.2922 data_time: 0.0607 memory: 14432 grad_norm: 84.9578 loss: 4.3735 loss_cls: 0.2214 loss_bbox: 0.4557 d0.loss_cls: 0.2840 d0.loss_bbox: 0.5668 d1.loss_cls: 0.2526 d1.loss_bbox: 0.5025 d2.loss_cls: 0.2373 d2.loss_bbox: 0.4763 d3.loss_cls: 0.2279 d3.loss_bbox: 0.4666 d4.loss_cls: 0.2237 d4.loss_bbox: 0.4587 2022/12/24 13:41:15 - mmengine - INFO - Epoch(train) [24][1600/4689] lr: 8.5551e-07 eta: 1:04:49 time: 1.2678 data_time: 0.0588 memory: 14432 grad_norm: 64.8529 loss: 4.5431 loss_cls: 0.2344 loss_bbox: 0.4740 d0.loss_cls: 0.2932 d0.loss_bbox: 0.5796 d1.loss_cls: 0.2658 d1.loss_bbox: 0.5182 d2.loss_cls: 0.2494 d2.loss_bbox: 0.4927 d3.loss_cls: 0.2401 d3.loss_bbox: 0.4836 d4.loss_cls: 0.2353 d4.loss_bbox: 0.4769 2022/12/24 13:42:20 - mmengine - INFO - Epoch(train) [24][1650/4689] lr: 8.5551e-07 eta: 1:03:46 time: 1.2939 data_time: 0.0745 memory: 14432 grad_norm: 97.0297 loss: 4.5050 loss_cls: 0.2289 loss_bbox: 0.4718 d0.loss_cls: 0.2885 d0.loss_bbox: 0.5814 d1.loss_cls: 0.2576 d1.loss_bbox: 0.5192 d2.loss_cls: 0.2432 d2.loss_bbox: 0.4937 d3.loss_cls: 0.2330 d3.loss_bbox: 0.4828 d4.loss_cls: 0.2309 d4.loss_bbox: 0.4740 2022/12/24 13:43:24 - mmengine - INFO - Epoch(train) [24][1700/4689] lr: 8.5551e-07 eta: 1:02:44 time: 1.2853 data_time: 0.0579 memory: 14432 grad_norm: 106.5840 loss: 4.4708 loss_cls: 0.2324 loss_bbox: 0.4626 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5713 d1.loss_cls: 0.2641 d1.loss_bbox: 0.5064 d2.loss_cls: 0.2479 d2.loss_bbox: 0.4814 d3.loss_cls: 0.2376 d3.loss_bbox: 0.4720 d4.loss_cls: 0.2343 d4.loss_bbox: 0.4657 2022/12/24 13:44:27 - mmengine - INFO - Epoch(train) [24][1750/4689] lr: 8.5551e-07 eta: 1:01:41 time: 1.2550 data_time: 0.0597 memory: 14432 grad_norm: 72.0853 loss: 4.4944 loss_cls: 0.2313 loss_bbox: 0.4681 d0.loss_cls: 0.2924 d0.loss_bbox: 0.5748 d1.loss_cls: 0.2629 d1.loss_bbox: 0.5109 d2.loss_cls: 0.2470 d2.loss_bbox: 0.4882 d3.loss_cls: 0.2370 d3.loss_bbox: 0.4780 d4.loss_cls: 0.2338 d4.loss_bbox: 0.4699 2022/12/24 13:45:31 - mmengine - INFO - Epoch(train) [24][1800/4689] lr: 8.5551e-07 eta: 1:00:38 time: 1.2745 data_time: 0.0622 memory: 14432 grad_norm: 105.4993 loss: 4.6255 loss_cls: 0.2372 loss_bbox: 0.4829 d0.loss_cls: 0.2990 d0.loss_bbox: 0.5942 d1.loss_cls: 0.2681 d1.loss_bbox: 0.5270 d2.loss_cls: 0.2541 d2.loss_bbox: 0.5014 d3.loss_cls: 0.2443 d3.loss_bbox: 0.4918 d4.loss_cls: 0.2409 d4.loss_bbox: 0.4846 2022/12/24 13:46:34 - mmengine - INFO - Epoch(train) [24][1850/4689] lr: 8.5551e-07 eta: 0:59:35 time: 1.2738 data_time: 0.0610 memory: 14432 grad_norm: 74.0445 loss: 4.5476 loss_cls: 0.2329 loss_bbox: 0.4760 d0.loss_cls: 0.2910 d0.loss_bbox: 0.5797 d1.loss_cls: 0.2639 d1.loss_bbox: 0.5211 d2.loss_cls: 0.2486 d2.loss_bbox: 0.4963 d3.loss_cls: 0.2389 d3.loss_bbox: 0.4858 d4.loss_cls: 0.2345 d4.loss_bbox: 0.4790 2022/12/24 13:47:38 - mmengine - INFO - Epoch(train) [24][1900/4689] lr: 8.5551e-07 eta: 0:58:32 time: 1.2701 data_time: 0.0702 memory: 14432 grad_norm: 69.7393 loss: 4.4711 loss_cls: 0.2283 loss_bbox: 0.4680 d0.loss_cls: 0.2899 d0.loss_bbox: 0.5733 d1.loss_cls: 0.2581 d1.loss_bbox: 0.5106 d2.loss_cls: 0.2460 d2.loss_bbox: 0.4851 d3.loss_cls: 0.2341 d3.loss_bbox: 0.4771 d4.loss_cls: 0.2301 d4.loss_bbox: 0.4706 2022/12/24 13:48:41 - mmengine - INFO - Epoch(train) [24][1950/4689] lr: 8.5551e-07 eta: 0:57:29 time: 1.2532 data_time: 0.0591 memory: 14432 grad_norm: 68.9147 loss: 4.7315 loss_cls: 0.2434 loss_bbox: 0.4942 d0.loss_cls: 0.3022 d0.loss_bbox: 0.6045 d1.loss_cls: 0.2713 d1.loss_bbox: 0.5443 d2.loss_cls: 0.2588 d2.loss_bbox: 0.5167 d3.loss_cls: 0.2483 d3.loss_bbox: 0.5055 d4.loss_cls: 0.2447 d4.loss_bbox: 0.4974 2022/12/24 13:49:43 - mmengine - INFO - Epoch(train) [24][2000/4689] lr: 8.5551e-07 eta: 0:56:26 time: 1.2569 data_time: 0.0641 memory: 14432 grad_norm: 59.9391 loss: 4.4471 loss_cls: 0.2239 loss_bbox: 0.4695 d0.loss_cls: 0.2826 d0.loss_bbox: 0.5741 d1.loss_cls: 0.2533 d1.loss_bbox: 0.5112 d2.loss_cls: 0.2377 d2.loss_bbox: 0.4880 d3.loss_cls: 0.2301 d3.loss_bbox: 0.4790 d4.loss_cls: 0.2253 d4.loss_bbox: 0.4724 2022/12/24 13:50:48 - mmengine - INFO - Epoch(train) [24][2050/4689] lr: 8.5551e-07 eta: 0:55:23 time: 1.2813 data_time: 0.0623 memory: 14432 grad_norm: 62.1276 loss: 4.4383 loss_cls: 0.2261 loss_bbox: 0.4639 d0.loss_cls: 0.2898 d0.loss_bbox: 0.5715 d1.loss_cls: 0.2569 d1.loss_bbox: 0.5087 d2.loss_cls: 0.2399 d2.loss_bbox: 0.4834 d3.loss_cls: 0.2322 d3.loss_bbox: 0.4725 d4.loss_cls: 0.2271 d4.loss_bbox: 0.4664 2022/12/24 13:51:51 - mmengine - INFO - Epoch(train) [24][2100/4689] lr: 8.5551e-07 eta: 0:54:20 time: 1.2780 data_time: 0.0658 memory: 14432 grad_norm: 74.2896 loss: 4.4675 loss_cls: 0.2239 loss_bbox: 0.4723 d0.loss_cls: 0.2842 d0.loss_bbox: 0.5713 d1.loss_cls: 0.2562 d1.loss_bbox: 0.5135 d2.loss_cls: 0.2424 d2.loss_bbox: 0.4889 d3.loss_cls: 0.2323 d3.loss_bbox: 0.4812 d4.loss_cls: 0.2271 d4.loss_bbox: 0.4742 2022/12/24 13:52:56 - mmengine - INFO - Epoch(train) [24][2150/4689] lr: 8.5551e-07 eta: 0:53:17 time: 1.2814 data_time: 0.0669 memory: 14432 grad_norm: 85.4692 loss: 4.6028 loss_cls: 0.2414 loss_bbox: 0.4767 d0.loss_cls: 0.3002 d0.loss_bbox: 0.5831 d1.loss_cls: 0.2709 d1.loss_bbox: 0.5208 d2.loss_cls: 0.2574 d2.loss_bbox: 0.4957 d3.loss_cls: 0.2466 d3.loss_bbox: 0.4876 d4.loss_cls: 0.2412 d4.loss_bbox: 0.4812 2022/12/24 13:52:59 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 13:53:59 - mmengine - INFO - Epoch(train) [24][2200/4689] lr: 8.5551e-07 eta: 0:52:14 time: 1.2671 data_time: 0.0679 memory: 14432 grad_norm: 64.8728 loss: 4.5024 loss_cls: 0.2215 loss_bbox: 0.4776 d0.loss_cls: 0.2807 d0.loss_bbox: 0.5900 d1.loss_cls: 0.2547 d1.loss_bbox: 0.5218 d2.loss_cls: 0.2384 d2.loss_bbox: 0.4964 d3.loss_cls: 0.2290 d3.loss_bbox: 0.4875 d4.loss_cls: 0.2243 d4.loss_bbox: 0.4803 2022/12/24 13:55:04 - mmengine - INFO - Epoch(train) [24][2250/4689] lr: 8.5551e-07 eta: 0:51:11 time: 1.2928 data_time: 0.0639 memory: 14432 grad_norm: 60.5920 loss: 4.4937 loss_cls: 0.2222 loss_bbox: 0.4759 d0.loss_cls: 0.2884 d0.loss_bbox: 0.5805 d1.loss_cls: 0.2569 d1.loss_bbox: 0.5181 d2.loss_cls: 0.2415 d2.loss_bbox: 0.4927 d3.loss_cls: 0.2304 d3.loss_bbox: 0.4848 d4.loss_cls: 0.2246 d4.loss_bbox: 0.4775 2022/12/24 13:56:07 - mmengine - INFO - Epoch(train) [24][2300/4689] lr: 8.5551e-07 eta: 0:50:08 time: 1.2647 data_time: 0.0656 memory: 14432 grad_norm: 70.8900 loss: 4.4639 loss_cls: 0.2263 loss_bbox: 0.4679 d0.loss_cls: 0.2903 d0.loss_bbox: 0.5732 d1.loss_cls: 0.2563 d1.loss_bbox: 0.5131 d2.loss_cls: 0.2399 d2.loss_bbox: 0.4889 d3.loss_cls: 0.2314 d3.loss_bbox: 0.4781 d4.loss_cls: 0.2288 d4.loss_bbox: 0.4697 2022/12/24 13:57:10 - mmengine - INFO - Epoch(train) [24][2350/4689] lr: 8.5551e-07 eta: 0:49:05 time: 1.2651 data_time: 0.0678 memory: 14432 grad_norm: 60.8896 loss: 4.4770 loss_cls: 0.2306 loss_bbox: 0.4631 d0.loss_cls: 0.2951 d0.loss_bbox: 0.5740 d1.loss_cls: 0.2674 d1.loss_bbox: 0.5070 d2.loss_cls: 0.2483 d2.loss_bbox: 0.4836 d3.loss_cls: 0.2382 d3.loss_bbox: 0.4722 d4.loss_cls: 0.2332 d4.loss_bbox: 0.4643 2022/12/24 13:58:13 - mmengine - INFO - Epoch(train) [24][2400/4689] lr: 8.5551e-07 eta: 0:48:02 time: 1.2653 data_time: 0.0713 memory: 14432 grad_norm: 72.5009 loss: 4.5248 loss_cls: 0.2304 loss_bbox: 0.4738 d0.loss_cls: 0.2947 d0.loss_bbox: 0.5799 d1.loss_cls: 0.2625 d1.loss_bbox: 0.5168 d2.loss_cls: 0.2444 d2.loss_bbox: 0.4951 d3.loss_cls: 0.2364 d3.loss_bbox: 0.4829 d4.loss_cls: 0.2320 d4.loss_bbox: 0.4758 2022/12/24 13:59:17 - mmengine - INFO - Epoch(train) [24][2450/4689] lr: 8.5551e-07 eta: 0:46:59 time: 1.2720 data_time: 0.0674 memory: 14432 grad_norm: 78.6716 loss: 4.2638 loss_cls: 0.2077 loss_bbox: 0.4507 d0.loss_cls: 0.2729 d0.loss_bbox: 0.5558 d1.loss_cls: 0.2427 d1.loss_bbox: 0.4940 d2.loss_cls: 0.2259 d2.loss_bbox: 0.4716 d3.loss_cls: 0.2164 d3.loss_bbox: 0.4617 d4.loss_cls: 0.2104 d4.loss_bbox: 0.4539 2022/12/24 14:00:21 - mmengine - INFO - Epoch(train) [24][2500/4689] lr: 8.5551e-07 eta: 0:45:56 time: 1.2745 data_time: 0.0673 memory: 14432 grad_norm: 82.1497 loss: 4.4948 loss_cls: 0.2324 loss_bbox: 0.4664 d0.loss_cls: 0.2952 d0.loss_bbox: 0.5721 d1.loss_cls: 0.2638 d1.loss_bbox: 0.5109 d2.loss_cls: 0.2491 d2.loss_bbox: 0.4865 d3.loss_cls: 0.2394 d3.loss_bbox: 0.4759 d4.loss_cls: 0.2343 d4.loss_bbox: 0.4688 2022/12/24 14:01:25 - mmengine - INFO - Epoch(train) [24][2550/4689] lr: 8.5551e-07 eta: 0:44:53 time: 1.2808 data_time: 0.0655 memory: 14432 grad_norm: 66.9083 loss: 4.4898 loss_cls: 0.2311 loss_bbox: 0.4702 d0.loss_cls: 0.2889 d0.loss_bbox: 0.5709 d1.loss_cls: 0.2605 d1.loss_bbox: 0.5109 d2.loss_cls: 0.2458 d2.loss_bbox: 0.4895 d3.loss_cls: 0.2365 d3.loss_bbox: 0.4804 d4.loss_cls: 0.2326 d4.loss_bbox: 0.4725 2022/12/24 14:02:28 - mmengine - INFO - Epoch(train) [24][2600/4689] lr: 8.5551e-07 eta: 0:43:50 time: 1.2646 data_time: 0.0651 memory: 14432 grad_norm: 78.0135 loss: 4.5631 loss_cls: 0.2316 loss_bbox: 0.4773 d0.loss_cls: 0.2920 d0.loss_bbox: 0.5874 d1.loss_cls: 0.2607 d1.loss_bbox: 0.5265 d2.loss_cls: 0.2458 d2.loss_bbox: 0.5019 d3.loss_cls: 0.2377 d3.loss_bbox: 0.4887 d4.loss_cls: 0.2323 d4.loss_bbox: 0.4810 2022/12/24 14:03:32 - mmengine - INFO - Epoch(train) [24][2650/4689] lr: 8.5551e-07 eta: 0:42:47 time: 1.2679 data_time: 0.0666 memory: 14432 grad_norm: 88.4678 loss: 4.5262 loss_cls: 0.2349 loss_bbox: 0.4682 d0.loss_cls: 0.2932 d0.loss_bbox: 0.5830 d1.loss_cls: 0.2655 d1.loss_bbox: 0.5158 d2.loss_cls: 0.2494 d2.loss_bbox: 0.4898 d3.loss_cls: 0.2396 d3.loss_bbox: 0.4799 d4.loss_cls: 0.2358 d4.loss_bbox: 0.4711 2022/12/24 14:04:35 - mmengine - INFO - Epoch(train) [24][2700/4689] lr: 8.5551e-07 eta: 0:41:44 time: 1.2668 data_time: 0.0735 memory: 14432 grad_norm: 106.7200 loss: 4.5576 loss_cls: 0.2326 loss_bbox: 0.4776 d0.loss_cls: 0.2889 d0.loss_bbox: 0.5883 d1.loss_cls: 0.2612 d1.loss_bbox: 0.5216 d2.loss_cls: 0.2469 d2.loss_bbox: 0.4993 d3.loss_cls: 0.2379 d3.loss_bbox: 0.4896 d4.loss_cls: 0.2329 d4.loss_bbox: 0.4807 2022/12/24 14:05:38 - mmengine - INFO - Epoch(train) [24][2750/4689] lr: 8.5551e-07 eta: 0:40:41 time: 1.2659 data_time: 0.0660 memory: 14432 grad_norm: 70.0270 loss: 4.5277 loss_cls: 0.2320 loss_bbox: 0.4740 d0.loss_cls: 0.2917 d0.loss_bbox: 0.5785 d1.loss_cls: 0.2603 d1.loss_bbox: 0.5200 d2.loss_cls: 0.2462 d2.loss_bbox: 0.4929 d3.loss_cls: 0.2372 d3.loss_bbox: 0.4852 d4.loss_cls: 0.2336 d4.loss_bbox: 0.4762 2022/12/24 14:06:42 - mmengine - INFO - Epoch(train) [24][2800/4689] lr: 8.5551e-07 eta: 0:39:39 time: 1.2729 data_time: 0.0699 memory: 14432 grad_norm: 68.8241 loss: 4.3970 loss_cls: 0.2184 loss_bbox: 0.4649 d0.loss_cls: 0.2796 d0.loss_bbox: 0.5690 d1.loss_cls: 0.2482 d1.loss_bbox: 0.5112 d2.loss_cls: 0.2334 d2.loss_bbox: 0.4855 d3.loss_cls: 0.2257 d3.loss_bbox: 0.4741 d4.loss_cls: 0.2207 d4.loss_bbox: 0.4662 2022/12/24 14:07:46 - mmengine - INFO - Epoch(train) [24][2850/4689] lr: 8.5551e-07 eta: 0:38:36 time: 1.2767 data_time: 0.0646 memory: 14432 grad_norm: 64.0318 loss: 4.5222 loss_cls: 0.2296 loss_bbox: 0.4746 d0.loss_cls: 0.2931 d0.loss_bbox: 0.5790 d1.loss_cls: 0.2619 d1.loss_bbox: 0.5169 d2.loss_cls: 0.2461 d2.loss_bbox: 0.4919 d3.loss_cls: 0.2383 d3.loss_bbox: 0.4819 d4.loss_cls: 0.2327 d4.loss_bbox: 0.4763 2022/12/24 14:08:48 - mmengine - INFO - Epoch(train) [24][2900/4689] lr: 8.5551e-07 eta: 0:37:33 time: 1.2435 data_time: 0.0597 memory: 14432 grad_norm: 62.8162 loss: 4.5195 loss_cls: 0.2345 loss_bbox: 0.4689 d0.loss_cls: 0.2941 d0.loss_bbox: 0.5753 d1.loss_cls: 0.2667 d1.loss_bbox: 0.5127 d2.loss_cls: 0.2507 d2.loss_bbox: 0.4887 d3.loss_cls: 0.2407 d3.loss_bbox: 0.4790 d4.loss_cls: 0.2357 d4.loss_bbox: 0.4725 2022/12/24 14:09:51 - mmengine - INFO - Epoch(train) [24][2950/4689] lr: 8.5551e-07 eta: 0:36:30 time: 1.2587 data_time: 0.0629 memory: 14432 grad_norm: 66.6896 loss: 4.6358 loss_cls: 0.2435 loss_bbox: 0.4807 d0.loss_cls: 0.3031 d0.loss_bbox: 0.5863 d1.loss_cls: 0.2733 d1.loss_bbox: 0.5230 d2.loss_cls: 0.2595 d2.loss_bbox: 0.4978 d3.loss_cls: 0.2515 d3.loss_bbox: 0.4884 d4.loss_cls: 0.2449 d4.loss_bbox: 0.4837 2022/12/24 14:10:55 - mmengine - INFO - Epoch(train) [24][3000/4689] lr: 8.5551e-07 eta: 0:35:27 time: 1.2759 data_time: 0.0664 memory: 14432 grad_norm: 87.1374 loss: 4.4315 loss_cls: 0.2211 loss_bbox: 0.4688 d0.loss_cls: 0.2808 d0.loss_bbox: 0.5695 d1.loss_cls: 0.2521 d1.loss_bbox: 0.5113 d2.loss_cls: 0.2378 d2.loss_bbox: 0.4889 d3.loss_cls: 0.2286 d3.loss_bbox: 0.4785 d4.loss_cls: 0.2230 d4.loss_bbox: 0.4712 2022/12/24 14:11:57 - mmengine - INFO - Epoch(train) [24][3050/4689] lr: 8.5551e-07 eta: 0:34:24 time: 1.2493 data_time: 0.0663 memory: 14432 grad_norm: 76.1334 loss: 4.5528 loss_cls: 0.2328 loss_bbox: 0.4750 d0.loss_cls: 0.2994 d0.loss_bbox: 0.5827 d1.loss_cls: 0.2634 d1.loss_bbox: 0.5197 d2.loss_cls: 0.2486 d2.loss_bbox: 0.4941 d3.loss_cls: 0.2412 d3.loss_bbox: 0.4838 d4.loss_cls: 0.2352 d4.loss_bbox: 0.4768 2022/12/24 14:13:02 - mmengine - INFO - Epoch(train) [24][3100/4689] lr: 8.5551e-07 eta: 0:33:21 time: 1.2980 data_time: 0.0733 memory: 14432 grad_norm: 81.1303 loss: 4.6363 loss_cls: 0.2410 loss_bbox: 0.4857 d0.loss_cls: 0.2980 d0.loss_bbox: 0.5837 d1.loss_cls: 0.2687 d1.loss_bbox: 0.5260 d2.loss_cls: 0.2535 d2.loss_bbox: 0.5064 d3.loss_cls: 0.2455 d3.loss_bbox: 0.4972 d4.loss_cls: 0.2429 d4.loss_bbox: 0.4878 2022/12/24 14:14:05 - mmengine - INFO - Epoch(train) [24][3150/4689] lr: 8.5551e-07 eta: 0:32:18 time: 1.2652 data_time: 0.0610 memory: 14432 grad_norm: 94.1962 loss: 4.5504 loss_cls: 0.2273 loss_bbox: 0.4819 d0.loss_cls: 0.2913 d0.loss_bbox: 0.5830 d1.loss_cls: 0.2612 d1.loss_bbox: 0.5210 d2.loss_cls: 0.2441 d2.loss_bbox: 0.5011 d3.loss_cls: 0.2363 d3.loss_bbox: 0.4898 d4.loss_cls: 0.2314 d4.loss_bbox: 0.4821 2022/12/24 14:14:10 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 14:15:10 - mmengine - INFO - Epoch(train) [24][3200/4689] lr: 8.5551e-07 eta: 0:31:15 time: 1.2809 data_time: 0.0648 memory: 14432 grad_norm: 72.3431 loss: 4.4704 loss_cls: 0.2268 loss_bbox: 0.4688 d0.loss_cls: 0.2876 d0.loss_bbox: 0.5734 d1.loss_cls: 0.2556 d1.loss_bbox: 0.5147 d2.loss_cls: 0.2422 d2.loss_bbox: 0.4892 d3.loss_cls: 0.2315 d3.loss_bbox: 0.4806 d4.loss_cls: 0.2282 d4.loss_bbox: 0.4718 2022/12/24 14:16:13 - mmengine - INFO - Epoch(train) [24][3250/4689] lr: 8.5551e-07 eta: 0:30:12 time: 1.2705 data_time: 0.0635 memory: 14432 grad_norm: 110.1492 loss: 4.6020 loss_cls: 0.2409 loss_bbox: 0.4800 d0.loss_cls: 0.2978 d0.loss_bbox: 0.5810 d1.loss_cls: 0.2699 d1.loss_bbox: 0.5201 d2.loss_cls: 0.2589 d2.loss_bbox: 0.4939 d3.loss_cls: 0.2472 d3.loss_bbox: 0.4877 d4.loss_cls: 0.2420 d4.loss_bbox: 0.4827 2022/12/24 14:17:16 - mmengine - INFO - Epoch(train) [24][3300/4689] lr: 8.5551e-07 eta: 0:29:09 time: 1.2561 data_time: 0.0580 memory: 14432 grad_norm: 75.8589 loss: 4.4770 loss_cls: 0.2231 loss_bbox: 0.4725 d0.loss_cls: 0.2839 d0.loss_bbox: 0.5809 d1.loss_cls: 0.2534 d1.loss_bbox: 0.5196 d2.loss_cls: 0.2407 d2.loss_bbox: 0.4910 d3.loss_cls: 0.2317 d3.loss_bbox: 0.4805 d4.loss_cls: 0.2265 d4.loss_bbox: 0.4733 2022/12/24 14:18:18 - mmengine - INFO - Epoch(train) [24][3350/4689] lr: 8.5551e-07 eta: 0:28:06 time: 1.2450 data_time: 0.0638 memory: 14432 grad_norm: 70.5105 loss: 4.6641 loss_cls: 0.2455 loss_bbox: 0.4837 d0.loss_cls: 0.3037 d0.loss_bbox: 0.5870 d1.loss_cls: 0.2747 d1.loss_bbox: 0.5266 d2.loss_cls: 0.2612 d2.loss_bbox: 0.5033 d3.loss_cls: 0.2514 d3.loss_bbox: 0.4936 d4.loss_cls: 0.2474 d4.loss_bbox: 0.4860 2022/12/24 14:19:22 - mmengine - INFO - Epoch(train) [24][3400/4689] lr: 8.5551e-07 eta: 0:27:03 time: 1.2797 data_time: 0.0690 memory: 14432 grad_norm: 74.9775 loss: 4.3657 loss_cls: 0.2158 loss_bbox: 0.4588 d0.loss_cls: 0.2760 d0.loss_bbox: 0.5748 d1.loss_cls: 0.2444 d1.loss_bbox: 0.5112 d2.loss_cls: 0.2302 d2.loss_bbox: 0.4823 d3.loss_cls: 0.2233 d3.loss_bbox: 0.4694 d4.loss_cls: 0.2176 d4.loss_bbox: 0.4618 2022/12/24 14:20:25 - mmengine - INFO - Epoch(train) [24][3450/4689] lr: 8.5551e-07 eta: 0:26:00 time: 1.2484 data_time: 0.0627 memory: 14432 grad_norm: 83.8345 loss: 4.5549 loss_cls: 0.2378 loss_bbox: 0.4742 d0.loss_cls: 0.2986 d0.loss_bbox: 0.5718 d1.loss_cls: 0.2686 d1.loss_bbox: 0.5154 d2.loss_cls: 0.2554 d2.loss_bbox: 0.4898 d3.loss_cls: 0.2440 d3.loss_bbox: 0.4831 d4.loss_cls: 0.2399 d4.loss_bbox: 0.4761 2022/12/24 14:21:26 - mmengine - INFO - Epoch(train) [24][3500/4689] lr: 8.5551e-07 eta: 0:24:57 time: 1.2351 data_time: 0.0593 memory: 14432 grad_norm: 72.2024 loss: 4.4797 loss_cls: 0.2338 loss_bbox: 0.4657 d0.loss_cls: 0.2920 d0.loss_bbox: 0.5692 d1.loss_cls: 0.2643 d1.loss_bbox: 0.5058 d2.loss_cls: 0.2490 d2.loss_bbox: 0.4824 d3.loss_cls: 0.2390 d3.loss_bbox: 0.4745 d4.loss_cls: 0.2356 d4.loss_bbox: 0.4682 2022/12/24 14:22:30 - mmengine - INFO - Epoch(train) [24][3550/4689] lr: 8.5551e-07 eta: 0:23:54 time: 1.2625 data_time: 0.0598 memory: 14432 grad_norm: 65.2798 loss: 4.5574 loss_cls: 0.2318 loss_bbox: 0.4785 d0.loss_cls: 0.2933 d0.loss_bbox: 0.5840 d1.loss_cls: 0.2644 d1.loss_bbox: 0.5203 d2.loss_cls: 0.2482 d2.loss_bbox: 0.4942 d3.loss_cls: 0.2396 d3.loss_bbox: 0.4879 d4.loss_cls: 0.2340 d4.loss_bbox: 0.4812 2022/12/24 14:23:34 - mmengine - INFO - Epoch(train) [24][3600/4689] lr: 8.5551e-07 eta: 0:22:51 time: 1.2865 data_time: 0.0641 memory: 14432 grad_norm: 78.1326 loss: 4.4966 loss_cls: 0.2327 loss_bbox: 0.4677 d0.loss_cls: 0.2935 d0.loss_bbox: 0.5732 d1.loss_cls: 0.2631 d1.loss_bbox: 0.5105 d2.loss_cls: 0.2472 d2.loss_bbox: 0.4878 d3.loss_cls: 0.2392 d3.loss_bbox: 0.4772 d4.loss_cls: 0.2344 d4.loss_bbox: 0.4702 2022/12/24 14:24:37 - mmengine - INFO - Epoch(train) [24][3650/4689] lr: 8.5551e-07 eta: 0:21:48 time: 1.2561 data_time: 0.0585 memory: 14432 grad_norm: 74.9744 loss: 4.4743 loss_cls: 0.2235 loss_bbox: 0.4722 d0.loss_cls: 0.2848 d0.loss_bbox: 0.5799 d1.loss_cls: 0.2558 d1.loss_bbox: 0.5154 d2.loss_cls: 0.2393 d2.loss_bbox: 0.4922 d3.loss_cls: 0.2303 d3.loss_bbox: 0.4812 d4.loss_cls: 0.2249 d4.loss_bbox: 0.4748 2022/12/24 14:25:39 - mmengine - INFO - Epoch(train) [24][3700/4689] lr: 8.5551e-07 eta: 0:20:45 time: 1.2447 data_time: 0.0676 memory: 14432 grad_norm: 70.3984 loss: 4.4316 loss_cls: 0.2266 loss_bbox: 0.4616 d0.loss_cls: 0.2898 d0.loss_bbox: 0.5675 d1.loss_cls: 0.2563 d1.loss_bbox: 0.5090 d2.loss_cls: 0.2402 d2.loss_bbox: 0.4827 d3.loss_cls: 0.2319 d3.loss_bbox: 0.4730 d4.loss_cls: 0.2280 d4.loss_bbox: 0.4648 2022/12/24 14:26:43 - mmengine - INFO - Epoch(train) [24][3750/4689] lr: 8.5551e-07 eta: 0:19:42 time: 1.2865 data_time: 0.0671 memory: 14432 grad_norm: 76.9548 loss: 4.5881 loss_cls: 0.2398 loss_bbox: 0.4769 d0.loss_cls: 0.2965 d0.loss_bbox: 0.5806 d1.loss_cls: 0.2682 d1.loss_bbox: 0.5209 d2.loss_cls: 0.2555 d2.loss_bbox: 0.4975 d3.loss_cls: 0.2445 d3.loss_bbox: 0.4869 d4.loss_cls: 0.2414 d4.loss_bbox: 0.4794 2022/12/24 14:27:46 - mmengine - INFO - Epoch(train) [24][3800/4689] lr: 8.5551e-07 eta: 0:18:39 time: 1.2596 data_time: 0.0755 memory: 14432 grad_norm: 77.6355 loss: 4.4309 loss_cls: 0.2298 loss_bbox: 0.4601 d0.loss_cls: 0.2922 d0.loss_bbox: 0.5611 d1.loss_cls: 0.2599 d1.loss_bbox: 0.5030 d2.loss_cls: 0.2459 d2.loss_bbox: 0.4801 d3.loss_cls: 0.2357 d3.loss_bbox: 0.4696 d4.loss_cls: 0.2312 d4.loss_bbox: 0.4622 2022/12/24 14:28:50 - mmengine - INFO - Epoch(train) [24][3850/4689] lr: 8.5551e-07 eta: 0:17:36 time: 1.2825 data_time: 0.0642 memory: 14432 grad_norm: 68.7369 loss: 4.5644 loss_cls: 0.2338 loss_bbox: 0.4784 d0.loss_cls: 0.2939 d0.loss_bbox: 0.5824 d1.loss_cls: 0.2642 d1.loss_bbox: 0.5209 d2.loss_cls: 0.2492 d2.loss_bbox: 0.4974 d3.loss_cls: 0.2401 d3.loss_bbox: 0.4877 d4.loss_cls: 0.2357 d4.loss_bbox: 0.4807 2022/12/24 14:29:53 - mmengine - INFO - Epoch(train) [24][3900/4689] lr: 8.5551e-07 eta: 0:16:33 time: 1.2506 data_time: 0.0666 memory: 14432 grad_norm: 72.6310 loss: 4.5601 loss_cls: 0.2318 loss_bbox: 0.4799 d0.loss_cls: 0.2899 d0.loss_bbox: 0.5845 d1.loss_cls: 0.2612 d1.loss_bbox: 0.5236 d2.loss_cls: 0.2478 d2.loss_bbox: 0.4982 d3.loss_cls: 0.2390 d3.loss_bbox: 0.4884 d4.loss_cls: 0.2338 d4.loss_bbox: 0.4819 2022/12/24 14:30:56 - mmengine - INFO - Epoch(train) [24][3950/4689] lr: 8.5551e-07 eta: 0:15:30 time: 1.2583 data_time: 0.0654 memory: 14432 grad_norm: 90.7121 loss: 4.5701 loss_cls: 0.2390 loss_bbox: 0.4768 d0.loss_cls: 0.2947 d0.loss_bbox: 0.5753 d1.loss_cls: 0.2669 d1.loss_bbox: 0.5192 d2.loss_cls: 0.2525 d2.loss_bbox: 0.4960 d3.loss_cls: 0.2435 d3.loss_bbox: 0.4865 d4.loss_cls: 0.2403 d4.loss_bbox: 0.4793 2022/12/24 14:31:58 - mmengine - INFO - Epoch(train) [24][4000/4689] lr: 8.5551e-07 eta: 0:14:27 time: 1.2407 data_time: 0.0654 memory: 14432 grad_norm: 66.0427 loss: 4.4693 loss_cls: 0.2249 loss_bbox: 0.4702 d0.loss_cls: 0.2863 d0.loss_bbox: 0.5771 d1.loss_cls: 0.2563 d1.loss_bbox: 0.5139 d2.loss_cls: 0.2409 d2.loss_bbox: 0.4890 d3.loss_cls: 0.2312 d3.loss_bbox: 0.4803 d4.loss_cls: 0.2273 d4.loss_bbox: 0.4719 2022/12/24 14:33:01 - mmengine - INFO - Epoch(train) [24][4050/4689] lr: 8.5551e-07 eta: 0:13:24 time: 1.2556 data_time: 0.0662 memory: 14432 grad_norm: 63.2680 loss: 4.5391 loss_cls: 0.2343 loss_bbox: 0.4756 d0.loss_cls: 0.2904 d0.loss_bbox: 0.5775 d1.loss_cls: 0.2642 d1.loss_bbox: 0.5147 d2.loss_cls: 0.2502 d2.loss_bbox: 0.4930 d3.loss_cls: 0.2417 d3.loss_bbox: 0.4839 d4.loss_cls: 0.2360 d4.loss_bbox: 0.4777 2022/12/24 14:34:05 - mmengine - INFO - Epoch(train) [24][4100/4689] lr: 8.5551e-07 eta: 0:12:21 time: 1.2777 data_time: 0.0712 memory: 14432 grad_norm: 77.8595 loss: 4.6982 loss_cls: 0.2409 loss_bbox: 0.4915 d0.loss_cls: 0.3040 d0.loss_bbox: 0.5996 d1.loss_cls: 0.2726 d1.loss_bbox: 0.5367 d2.loss_cls: 0.2549 d2.loss_bbox: 0.5133 d3.loss_cls: 0.2463 d3.loss_bbox: 0.5019 d4.loss_cls: 0.2425 d4.loss_bbox: 0.4941 2022/12/24 14:35:08 - mmengine - INFO - Epoch(train) [24][4150/4689] lr: 8.5551e-07 eta: 0:11:18 time: 1.2669 data_time: 0.0650 memory: 14432 grad_norm: 65.7352 loss: 4.4912 loss_cls: 0.2296 loss_bbox: 0.4682 d0.loss_cls: 0.2894 d0.loss_bbox: 0.5804 d1.loss_cls: 0.2604 d1.loss_bbox: 0.5135 d2.loss_cls: 0.2455 d2.loss_bbox: 0.4883 d3.loss_cls: 0.2366 d3.loss_bbox: 0.4773 d4.loss_cls: 0.2313 d4.loss_bbox: 0.4708 2022/12/24 14:35:12 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 14:36:12 - mmengine - INFO - Epoch(train) [24][4200/4689] lr: 8.5551e-07 eta: 0:10:15 time: 1.2840 data_time: 0.0672 memory: 14432 grad_norm: 65.7862 loss: 4.6279 loss_cls: 0.2408 loss_bbox: 0.4811 d0.loss_cls: 0.2981 d0.loss_bbox: 0.5877 d1.loss_cls: 0.2719 d1.loss_bbox: 0.5249 d2.loss_cls: 0.2558 d2.loss_bbox: 0.5031 d3.loss_cls: 0.2471 d3.loss_bbox: 0.4915 d4.loss_cls: 0.2419 d4.loss_bbox: 0.4840 2022/12/24 14:37:15 - mmengine - INFO - Epoch(train) [24][4250/4689] lr: 8.5551e-07 eta: 0:09:12 time: 1.2461 data_time: 0.0580 memory: 14432 grad_norm: 71.1220 loss: 4.4339 loss_cls: 0.2276 loss_bbox: 0.4624 d0.loss_cls: 0.2887 d0.loss_bbox: 0.5687 d1.loss_cls: 0.2567 d1.loss_bbox: 0.5053 d2.loss_cls: 0.2438 d2.loss_bbox: 0.4808 d3.loss_cls: 0.2346 d3.loss_bbox: 0.4709 d4.loss_cls: 0.2301 d4.loss_bbox: 0.4642 2022/12/24 14:38:17 - mmengine - INFO - Epoch(train) [24][4300/4689] lr: 8.5551e-07 eta: 0:08:09 time: 1.2432 data_time: 0.0626 memory: 14432 grad_norm: 61.2370 loss: 4.3186 loss_cls: 0.2179 loss_bbox: 0.4532 d0.loss_cls: 0.2815 d0.loss_bbox: 0.5568 d1.loss_cls: 0.2474 d1.loss_bbox: 0.4964 d2.loss_cls: 0.2351 d2.loss_bbox: 0.4694 d3.loss_cls: 0.2238 d3.loss_bbox: 0.4617 d4.loss_cls: 0.2200 d4.loss_bbox: 0.4555 2022/12/24 14:39:19 - mmengine - INFO - Epoch(train) [24][4350/4689] lr: 8.5551e-07 eta: 0:07:06 time: 1.2428 data_time: 0.0591 memory: 14432 grad_norm: 66.2081 loss: 4.6773 loss_cls: 0.2504 loss_bbox: 0.4781 d0.loss_cls: 0.3080 d0.loss_bbox: 0.5877 d1.loss_cls: 0.2815 d1.loss_bbox: 0.5274 d2.loss_cls: 0.2657 d2.loss_bbox: 0.5001 d3.loss_cls: 0.2575 d3.loss_bbox: 0.4877 d4.loss_cls: 0.2532 d4.loss_bbox: 0.4800 2022/12/24 14:40:22 - mmengine - INFO - Epoch(train) [24][4400/4689] lr: 8.5551e-07 eta: 0:06:03 time: 1.2622 data_time: 0.0587 memory: 14432 grad_norm: 83.5127 loss: 4.3811 loss_cls: 0.2204 loss_bbox: 0.4582 d0.loss_cls: 0.2832 d0.loss_bbox: 0.5683 d1.loss_cls: 0.2518 d1.loss_bbox: 0.5042 d2.loss_cls: 0.2377 d2.loss_bbox: 0.4791 d3.loss_cls: 0.2280 d3.loss_bbox: 0.4676 d4.loss_cls: 0.2224 d4.loss_bbox: 0.4602 2022/12/24 14:41:25 - mmengine - INFO - Epoch(train) [24][4450/4689] lr: 8.5551e-07 eta: 0:05:01 time: 1.2476 data_time: 0.0604 memory: 14432 grad_norm: 81.4716 loss: 4.5257 loss_cls: 0.2340 loss_bbox: 0.4718 d0.loss_cls: 0.2963 d0.loss_bbox: 0.5744 d1.loss_cls: 0.2644 d1.loss_bbox: 0.5139 d2.loss_cls: 0.2486 d2.loss_bbox: 0.4914 d3.loss_cls: 0.2392 d3.loss_bbox: 0.4824 d4.loss_cls: 0.2354 d4.loss_bbox: 0.4740 2022/12/24 14:42:27 - mmengine - INFO - Epoch(train) [24][4500/4689] lr: 8.5551e-07 eta: 0:03:58 time: 1.2516 data_time: 0.0626 memory: 14432 grad_norm: 76.0303 loss: 4.4725 loss_cls: 0.2286 loss_bbox: 0.4682 d0.loss_cls: 0.2859 d0.loss_bbox: 0.5769 d1.loss_cls: 0.2574 d1.loss_bbox: 0.5156 d2.loss_cls: 0.2428 d2.loss_bbox: 0.4863 d3.loss_cls: 0.2340 d3.loss_bbox: 0.4770 d4.loss_cls: 0.2294 d4.loss_bbox: 0.4704 2022/12/24 14:43:30 - mmengine - INFO - Epoch(train) [24][4550/4689] lr: 8.5551e-07 eta: 0:02:55 time: 1.2498 data_time: 0.0605 memory: 14432 grad_norm: 67.8090 loss: 4.4978 loss_cls: 0.2313 loss_bbox: 0.4714 d0.loss_cls: 0.2913 d0.loss_bbox: 0.5731 d1.loss_cls: 0.2614 d1.loss_bbox: 0.5106 d2.loss_cls: 0.2481 d2.loss_bbox: 0.4866 d3.loss_cls: 0.2386 d3.loss_bbox: 0.4793 d4.loss_cls: 0.2329 d4.loss_bbox: 0.4731 2022/12/24 14:44:32 - mmengine - INFO - Epoch(train) [24][4600/4689] lr: 8.5551e-07 eta: 0:01:52 time: 1.2398 data_time: 0.0600 memory: 14432 grad_norm: 82.6612 loss: 4.3594 loss_cls: 0.2215 loss_bbox: 0.4565 d0.loss_cls: 0.2891 d0.loss_bbox: 0.5545 d1.loss_cls: 0.2549 d1.loss_bbox: 0.4968 d2.loss_cls: 0.2373 d2.loss_bbox: 0.4736 d3.loss_cls: 0.2276 d3.loss_bbox: 0.4660 d4.loss_cls: 0.2228 d4.loss_bbox: 0.4588 2022/12/24 14:45:34 - mmengine - INFO - Epoch(train) [24][4650/4689] lr: 8.5551e-07 eta: 0:00:49 time: 1.2471 data_time: 0.0624 memory: 14432 grad_norm: 77.1426 loss: 4.3521 loss_cls: 0.2239 loss_bbox: 0.4532 d0.loss_cls: 0.2814 d0.loss_bbox: 0.5590 d1.loss_cls: 0.2531 d1.loss_bbox: 0.4978 d2.loss_cls: 0.2382 d2.loss_bbox: 0.4733 d3.loss_cls: 0.2304 d3.loss_bbox: 0.4612 d4.loss_cls: 0.2253 d4.loss_bbox: 0.4553 2022/12/24 14:46:22 - mmengine - INFO - Exp name: petr_vovnet_gridmask_p4_800x320_20221222_232156 2022/12/24 14:46:22 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/12/24 14:46:56 - mmengine - INFO - Epoch(val) [24][ 50/6019] eta: 0:58:52 time: 0.5918 data_time: 0.4877 memory: 14432 2022/12/24 14:47:24 - mmengine - INFO - Epoch(val) [24][ 100/6019] eta: 0:56:33 time: 0.5547 data_time: 0.4550 memory: 2219 2022/12/24 14:47:52 - mmengine - INFO - Epoch(val) [24][ 150/6019] eta: 0:55:54 time: 0.5684 data_time: 0.4708 memory: 2219 2022/12/24 14:48:20 - mmengine - INFO - Epoch(val) [24][ 200/6019] eta: 0:54:53 time: 0.5493 data_time: 0.4497 memory: 2219 2022/12/24 14:48:47 - mmengine - INFO - Epoch(val) [24][ 250/6019] eta: 0:54:09 time: 0.5518 data_time: 0.4535 memory: 2219 2022/12/24 14:49:15 - mmengine - INFO - Epoch(val) [24][ 300/6019] eta: 0:53:32 time: 0.5540 data_time: 0.4543 memory: 2219 2022/12/24 14:49:43 - mmengine - INFO - Epoch(val) [24][ 350/6019] eta: 0:53:08 time: 0.5676 data_time: 0.4674 memory: 2219 2022/12/24 14:50:12 - mmengine - INFO - Epoch(val) [24][ 400/6019] eta: 0:52:47 time: 0.5722 data_time: 0.4732 memory: 2219 2022/12/24 14:50:40 - mmengine - INFO - Epoch(val) [24][ 450/6019] eta: 0:52:20 time: 0.5649 data_time: 0.4664 memory: 2219 2022/12/24 14:51:08 - mmengine - INFO - Epoch(val) [24][ 500/6019] eta: 0:51:45 time: 0.5515 data_time: 0.4518 memory: 2219 2022/12/24 14:51:35 - mmengine - INFO - Epoch(val) [24][ 550/6019] eta: 0:51:08 time: 0.5452 data_time: 0.4425 memory: 2219 2022/12/24 14:52:02 - mmengine - INFO - Epoch(val) [24][ 600/6019] eta: 0:50:31 time: 0.5413 data_time: 0.4433 memory: 2219 2022/12/24 14:52:29 - mmengine - INFO - Epoch(val) [24][ 650/6019] eta: 0:49:57 time: 0.5450 data_time: 0.4435 memory: 2219 2022/12/24 14:52:56 - mmengine - INFO - Epoch(val) [24][ 700/6019] eta: 0:49:20 time: 0.5338 data_time: 0.4333 memory: 2219 2022/12/24 14:53:24 - mmengine - INFO - Epoch(val) [24][ 750/6019] eta: 0:48:55 time: 0.5661 data_time: 0.4644 memory: 2219 2022/12/24 14:53:53 - mmengine - INFO - Epoch(val) [24][ 800/6019] eta: 0:48:31 time: 0.5680 data_time: 0.4670 memory: 2219 2022/12/24 14:54:20 - mmengine - INFO - Epoch(val) [24][ 850/6019] eta: 0:48:00 time: 0.5475 data_time: 0.4451 memory: 2219 2022/12/24 14:54:48 - mmengine - INFO - Epoch(val) [24][ 900/6019] eta: 0:47:31 time: 0.5521 data_time: 0.4516 memory: 2219 2022/12/24 14:55:15 - mmengine - INFO - Epoch(val) [24][ 950/6019] eta: 0:47:00 time: 0.5485 data_time: 0.4510 memory: 2219 2022/12/24 14:55:43 - mmengine - INFO - Epoch(val) [24][1000/6019] eta: 0:46:32 time: 0.5534 data_time: 0.4538 memory: 2219 2022/12/24 14:56:10 - mmengine - INFO - Epoch(val) [24][1050/6019] eta: 0:46:01 time: 0.5427 data_time: 0.4433 memory: 2219 2022/12/24 14:56:37 - mmengine - INFO - Epoch(val) [24][1100/6019] eta: 0:45:31 time: 0.5463 data_time: 0.4505 memory: 2219 2022/12/24 14:57:05 - mmengine - INFO - Epoch(val) [24][1150/6019] eta: 0:45:03 time: 0.5544 data_time: 0.4504 memory: 2219 2022/12/24 14:57:32 - mmengine - INFO - Epoch(val) [24][1200/6019] eta: 0:44:33 time: 0.5419 data_time: 0.4409 memory: 2219 2022/12/24 14:58:00 - mmengine - INFO - Epoch(val) [24][1250/6019] eta: 0:44:05 time: 0.5562 data_time: 0.4561 memory: 2219 2022/12/24 14:58:27 - mmengine - INFO - Epoch(val) [24][1300/6019] eta: 0:43:35 time: 0.5431 data_time: 0.4430 memory: 2219 2022/12/24 14:58:55 - mmengine - INFO - Epoch(val) [24][1350/6019] eta: 0:43:08 time: 0.5595 data_time: 0.4591 memory: 2219 2022/12/24 14:59:22 - mmengine - INFO - Epoch(val) [24][1400/6019] eta: 0:42:39 time: 0.5458 data_time: 0.4478 memory: 2219 2022/12/24 14:59:49 - mmengine - INFO - Epoch(val) [24][1450/6019] eta: 0:42:10 time: 0.5411 data_time: 0.4422 memory: 2219 2022/12/24 15:00:18 - mmengine - INFO - Epoch(val) [24][1500/6019] eta: 0:41:43 time: 0.5641 data_time: 0.4670 memory: 2219 2022/12/24 15:00:45 - mmengine - INFO - Epoch(val) [24][1550/6019] eta: 0:41:15 time: 0.5487 data_time: 0.4500 memory: 2219 2022/12/24 15:01:13 - mmengine - INFO - Epoch(val) [24][1600/6019] eta: 0:40:48 time: 0.5625 data_time: 0.4684 memory: 2219 2022/12/24 15:01:41 - mmengine - INFO - Epoch(val) [24][1650/6019] eta: 0:40:21 time: 0.5577 data_time: 0.4611 memory: 2219 2022/12/24 15:02:09 - mmengine - INFO - Epoch(val) [24][1700/6019] eta: 0:39:54 time: 0.5620 data_time: 0.4642 memory: 2219 2022/12/24 15:02:37 - mmengine - INFO - Epoch(val) [24][1750/6019] eta: 0:39:28 time: 0.5620 data_time: 0.4626 memory: 2219 2022/12/24 15:03:06 - mmengine - INFO - Epoch(val) [24][1800/6019] eta: 0:39:03 time: 0.5806 data_time: 0.4799 memory: 2219 2022/12/24 15:03:34 - mmengine - INFO - Epoch(val) [24][1850/6019] eta: 0:38:36 time: 0.5610 data_time: 0.4598 memory: 2219 2022/12/24 15:04:02 - mmengine - INFO - Epoch(val) [24][1900/6019] eta: 0:38:08 time: 0.5543 data_time: 0.4559 memory: 2219 2022/12/24 15:04:30 - mmengine - INFO - Epoch(val) [24][1950/6019] eta: 0:37:40 time: 0.5567 data_time: 0.4565 memory: 2219 2022/12/24 15:04:58 - mmengine - INFO - Epoch(val) [24][2000/6019] eta: 0:37:12 time: 0.5549 data_time: 0.4510 memory: 2219 2022/12/24 15:05:27 - mmengine - INFO - Epoch(val) [24][2050/6019] eta: 0:36:47 time: 0.5822 data_time: 0.4830 memory: 2219 2022/12/24 15:05:54 - mmengine - INFO - Epoch(val) [24][2100/6019] eta: 0:36:19 time: 0.5503 data_time: 0.4517 memory: 2219 2022/12/24 15:06:22 - mmengine - INFO - Epoch(val) [24][2150/6019] eta: 0:35:51 time: 0.5543 data_time: 0.4527 memory: 2219 2022/12/24 15:06:50 - mmengine - INFO - Epoch(val) [24][2200/6019] eta: 0:35:23 time: 0.5591 data_time: 0.4631 memory: 2219 2022/12/24 15:07:19 - mmengine - INFO - Epoch(val) [24][2250/6019] eta: 0:34:57 time: 0.5782 data_time: 0.4774 memory: 2219 2022/12/24 15:07:46 - mmengine - INFO - Epoch(val) [24][2300/6019] eta: 0:34:28 time: 0.5370 data_time: 0.4413 memory: 2219 2022/12/24 15:08:14 - mmengine - INFO - Epoch(val) [24][2350/6019] eta: 0:34:00 time: 0.5545 data_time: 0.4549 memory: 2219 2022/12/24 15:08:41 - mmengine - INFO - Epoch(val) [24][2400/6019] eta: 0:33:31 time: 0.5387 data_time: 0.4401 memory: 2219 2022/12/24 15:09:08 - mmengine - INFO - Epoch(val) [24][2450/6019] eta: 0:33:03 time: 0.5553 data_time: 0.4560 memory: 2219 2022/12/24 15:09:36 - mmengine - INFO - Epoch(val) [24][2500/6019] eta: 0:32:35 time: 0.5481 data_time: 0.4484 memory: 2219 2022/12/24 15:10:03 - mmengine - INFO - Epoch(val) [24][2550/6019] eta: 0:32:06 time: 0.5427 data_time: 0.4406 memory: 2219 2022/12/24 15:10:30 - mmengine - INFO - Epoch(val) [24][2600/6019] eta: 0:31:37 time: 0.5371 data_time: 0.4391 memory: 2219 2022/12/24 15:10:57 - mmengine - INFO - Epoch(val) [24][2650/6019] eta: 0:31:09 time: 0.5534 data_time: 0.4538 memory: 2219 2022/12/24 15:11:25 - mmengine - INFO - Epoch(val) [24][2700/6019] eta: 0:30:41 time: 0.5531 data_time: 0.4561 memory: 2219 2022/12/24 15:11:52 - mmengine - INFO - Epoch(val) [24][2750/6019] eta: 0:30:13 time: 0.5458 data_time: 0.4462 memory: 2219 2022/12/24 15:12:20 - mmengine - INFO - Epoch(val) [24][2800/6019] eta: 0:29:45 time: 0.5549 data_time: 0.4573 memory: 2219 2022/12/24 15:12:47 - mmengine - INFO - Epoch(val) [24][2850/6019] eta: 0:29:17 time: 0.5449 data_time: 0.4453 memory: 2219 2022/12/24 15:13:15 - mmengine - INFO - Epoch(val) [24][2900/6019] eta: 0:28:49 time: 0.5463 data_time: 0.4484 memory: 2219 2022/12/24 15:13:41 - mmengine - INFO - Epoch(val) [24][2950/6019] eta: 0:28:20 time: 0.5351 data_time: 0.4380 memory: 2219 2022/12/24 15:14:08 - mmengine - INFO - Epoch(val) [24][3000/6019] eta: 0:27:52 time: 0.5389 data_time: 0.4419 memory: 2219 2022/12/24 15:14:36 - mmengine - INFO - Epoch(val) [24][3050/6019] eta: 0:27:24 time: 0.5474 data_time: 0.4509 memory: 2219 2022/12/24 15:15:03 - mmengine - INFO - Epoch(val) [24][3100/6019] eta: 0:26:55 time: 0.5398 data_time: 0.4399 memory: 2219 2022/12/24 15:15:29 - mmengine - INFO - Epoch(val) [24][3150/6019] eta: 0:26:27 time: 0.5344 data_time: 0.4340 memory: 2219 2022/12/24 15:15:56 - mmengine - INFO - Epoch(val) [24][3200/6019] eta: 0:25:58 time: 0.5259 data_time: 0.4263 memory: 2219 2022/12/24 15:16:24 - mmengine - INFO - Epoch(val) [24][3250/6019] eta: 0:25:31 time: 0.5663 data_time: 0.4687 memory: 2219 2022/12/24 15:16:51 - mmengine - INFO - Epoch(val) [24][3300/6019] eta: 0:25:03 time: 0.5453 data_time: 0.4467 memory: 2219 2022/12/24 15:17:20 - mmengine - INFO - Epoch(val) [24][3350/6019] eta: 0:24:36 time: 0.5658 data_time: 0.4665 memory: 2219 2022/12/24 15:17:47 - mmengine - INFO - Epoch(val) [24][3400/6019] eta: 0:24:08 time: 0.5557 data_time: 0.4540 memory: 2219 2022/12/24 15:18:16 - mmengine - INFO - Epoch(val) [24][3450/6019] eta: 0:23:41 time: 0.5644 data_time: 0.4655 memory: 2219 2022/12/24 15:18:44 - mmengine - INFO - Epoch(val) [24][3500/6019] eta: 0:23:13 time: 0.5577 data_time: 0.4592 memory: 2219 2022/12/24 15:19:11 - mmengine - INFO - Epoch(val) [24][3550/6019] eta: 0:22:45 time: 0.5434 data_time: 0.4438 memory: 2219 2022/12/24 15:19:39 - mmengine - INFO - Epoch(val) [24][3600/6019] eta: 0:22:18 time: 0.5625 data_time: 0.4652 memory: 2219 2022/12/24 15:20:07 - mmengine - INFO - Epoch(val) [24][3650/6019] eta: 0:21:50 time: 0.5549 data_time: 0.4533 memory: 2219 2022/12/24 15:20:35 - mmengine - INFO - Epoch(val) [24][3700/6019] eta: 0:21:23 time: 0.5660 data_time: 0.4692 memory: 2219 2022/12/24 15:21:03 - mmengine - INFO - Epoch(val) [24][3750/6019] eta: 0:20:56 time: 0.5565 data_time: 0.4571 memory: 2219 2022/12/24 15:21:31 - mmengine - INFO - Epoch(val) [24][3800/6019] eta: 0:20:28 time: 0.5667 data_time: 0.4665 memory: 2219 2022/12/24 15:21:59 - mmengine - INFO - Epoch(val) [24][3850/6019] eta: 0:20:00 time: 0.5495 data_time: 0.4514 memory: 2219 2022/12/24 15:22:26 - mmengine - INFO - Epoch(val) [24][3900/6019] eta: 0:19:33 time: 0.5525 data_time: 0.4530 memory: 2219 2022/12/24 15:22:55 - mmengine - INFO - Epoch(val) [24][3950/6019] eta: 0:19:06 time: 0.5727 data_time: 0.4731 memory: 2219 2022/12/24 15:23:23 - mmengine - INFO - Epoch(val) [24][4000/6019] eta: 0:18:38 time: 0.5608 data_time: 0.4637 memory: 2219 2022/12/24 15:23:52 - mmengine - INFO - Epoch(val) [24][4050/6019] eta: 0:18:11 time: 0.5784 data_time: 0.4798 memory: 2219 2022/12/24 15:24:19 - mmengine - INFO - Epoch(val) [24][4100/6019] eta: 0:17:43 time: 0.5419 data_time: 0.4437 memory: 2219 2022/12/24 15:24:46 - mmengine - INFO - Epoch(val) [24][4150/6019] eta: 0:17:15 time: 0.5477 data_time: 0.4491 memory: 2219 2022/12/24 15:25:14 - mmengine - INFO - Epoch(val) [24][4200/6019] eta: 0:16:48 time: 0.5618 data_time: 0.4617 memory: 2219 2022/12/24 15:25:42 - mmengine - INFO - Epoch(val) [24][4250/6019] eta: 0:16:20 time: 0.5586 data_time: 0.4589 memory: 2219 2022/12/24 15:26:10 - mmengine - INFO - Epoch(val) [24][4300/6019] eta: 0:15:52 time: 0.5453 data_time: 0.4446 memory: 2219 2022/12/24 15:26:37 - mmengine - INFO - Epoch(val) [24][4350/6019] eta: 0:15:24 time: 0.5492 data_time: 0.4498 memory: 2219 2022/12/24 15:27:04 - mmengine - INFO - Epoch(val) [24][4400/6019] eta: 0:14:56 time: 0.5388 data_time: 0.4413 memory: 2219 2022/12/24 15:27:31 - mmengine - INFO - Epoch(val) [24][4450/6019] eta: 0:14:28 time: 0.5419 data_time: 0.4433 memory: 2219 2022/12/24 15:27:58 - mmengine - INFO - Epoch(val) [24][4500/6019] eta: 0:14:00 time: 0.5409 data_time: 0.4409 memory: 2219 2022/12/24 15:28:26 - mmengine - INFO - Epoch(val) [24][4550/6019] eta: 0:13:33 time: 0.5622 data_time: 0.4617 memory: 2219 2022/12/24 15:28:54 - mmengine - INFO - Epoch(val) [24][4600/6019] eta: 0:13:05 time: 0.5473 data_time: 0.4472 memory: 2219 2022/12/24 15:29:23 - mmengine - INFO - Epoch(val) [24][4650/6019] eta: 0:12:38 time: 0.5876 data_time: 0.4908 memory: 2219 2022/12/24 15:29:50 - mmengine - INFO - Epoch(val) [24][4700/6019] eta: 0:12:10 time: 0.5441 data_time: 0.4444 memory: 2219 2022/12/24 15:30:18 - mmengine - INFO - Epoch(val) [24][4750/6019] eta: 0:11:42 time: 0.5562 data_time: 0.4584 memory: 2219 2022/12/24 15:30:47 - mmengine - INFO - Epoch(val) [24][4800/6019] eta: 0:11:15 time: 0.5844 data_time: 0.4882 memory: 2219 2022/12/24 15:31:15 - mmengine - INFO - Epoch(val) [24][4850/6019] eta: 0:10:48 time: 0.5623 data_time: 0.4634 memory: 2219 2022/12/24 15:31:43 - mmengine - INFO - Epoch(val) [24][4900/6019] eta: 0:10:20 time: 0.5597 data_time: 0.4594 memory: 2219 2022/12/24 15:32:12 - mmengine - INFO - Epoch(val) [24][4950/6019] eta: 0:09:52 time: 0.5785 data_time: 0.4793 memory: 2219 2022/12/24 15:32:40 - mmengine - INFO - Epoch(val) [24][5000/6019] eta: 0:09:25 time: 0.5502 data_time: 0.4524 memory: 2219 2022/12/24 15:33:08 - mmengine - INFO - Epoch(val) [24][5050/6019] eta: 0:08:57 time: 0.5591 data_time: 0.4584 memory: 2219 2022/12/24 15:33:36 - mmengine - INFO - Epoch(val) [24][5100/6019] eta: 0:08:29 time: 0.5675 data_time: 0.4702 memory: 2219 2022/12/24 15:34:05 - mmengine - INFO - Epoch(val) [24][5150/6019] eta: 0:08:02 time: 0.5668 data_time: 0.4699 memory: 2219 2022/12/24 15:34:32 - mmengine - INFO - Epoch(val) [24][5200/6019] eta: 0:07:34 time: 0.5543 data_time: 0.4530 memory: 2219 2022/12/24 15:35:00 - mmengine - INFO - Epoch(val) [24][5250/6019] eta: 0:07:06 time: 0.5559 data_time: 0.4569 memory: 2219 2022/12/24 15:35:28 - mmengine - INFO - Epoch(val) [24][5300/6019] eta: 0:06:38 time: 0.5485 data_time: 0.4503 memory: 2219 2022/12/24 15:35:55 - mmengine - INFO - Epoch(val) [24][5350/6019] eta: 0:06:11 time: 0.5554 data_time: 0.4567 memory: 2219 2022/12/24 15:36:24 - mmengine - INFO - Epoch(val) [24][5400/6019] eta: 0:05:43 time: 0.5666 data_time: 0.4674 memory: 2219 2022/12/24 15:36:53 - mmengine - INFO - Epoch(val) [24][5450/6019] eta: 0:05:15 time: 0.5928 data_time: 0.4968 memory: 2219 2022/12/24 15:37:22 - mmengine - INFO - Epoch(val) [24][5500/6019] eta: 0:04:48 time: 0.5760 data_time: 0.4761 memory: 2219 2022/12/24 15:37:51 - mmengine - INFO - Epoch(val) [24][5550/6019] eta: 0:04:20 time: 0.5686 data_time: 0.4704 memory: 2219 2022/12/24 15:38:19 - mmengine - INFO - Epoch(val) [24][5600/6019] eta: 0:03:52 time: 0.5633 data_time: 0.4666 memory: 2219 2022/12/24 15:38:48 - mmengine - INFO - Epoch(val) [24][5650/6019] eta: 0:03:25 time: 0.5800 data_time: 0.4788 memory: 2219 2022/12/24 15:39:16 - mmengine - INFO - Epoch(val) [24][5700/6019] eta: 0:02:57 time: 0.5728 data_time: 0.4735 memory: 2219 2022/12/24 15:39:45 - mmengine - INFO - Epoch(val) [24][5750/6019] eta: 0:02:29 time: 0.5682 data_time: 0.4691 memory: 2219 2022/12/24 15:40:13 - mmengine - INFO - Epoch(val) [24][5800/6019] eta: 0:02:01 time: 0.5597 data_time: 0.4591 memory: 2219 2022/12/24 15:40:42 - mmengine - INFO - Epoch(val) [24][5850/6019] eta: 0:01:34 time: 0.5759 data_time: 0.4791 memory: 2219 2022/12/24 15:41:10 - mmengine - INFO - Epoch(val) [24][5900/6019] eta: 0:01:06 time: 0.5755 data_time: 0.4786 memory: 2219 2022/12/24 15:41:39 - mmengine - INFO - Epoch(val) [24][5950/6019] eta: 0:00:38 time: 0.5668 data_time: 0.4682 memory: 2219 2022/12/24 15:42:07 - mmengine - INFO - Epoch(val) [24][6000/6019] eta: 0:00:10 time: 0.5610 data_time: 0.4639 memory: 2219 NuScenes metric/pred_instances_3d_NuScenes/car_AP_dist_0.5: 0.1781 NuScenes metric/pred_instances_3d_NuScenes/car_AP_dist_1.0: 0.4811 NuScenes metric/pred_instances_3d_NuScenes/car_AP_dist_2.0: 0.7479 NuScenes metric/pred_instances_3d_NuScenes/car_AP_dist_4.0: 0.8591 NuScenes metric/pred_instances_3d_NuScenes/car_trans_err: 0.5379 NuScenes metric/pred_instances_3d_NuScenes/car_scale_err: 0.1508 NuScenes metric/pred_instances_3d_NuScenes/car_orient_err: 0.0858 NuScenes metric/pred_instances_3d_NuScenes/car_vel_err: 0.8732 NuScenes metric/pred_instances_3d_NuScenes/car_attr_err: 0.2121 NuScenes metric/pred_instances_3d_NuScenes/mATE: 0.7547 NuScenes metric/pred_instances_3d_NuScenes/mASE: 0.2683 NuScenes metric/pred_instances_3d_NuScenes/mAOE: 0.4948 NuScenes metric/pred_instances_3d_NuScenes/mAVE: 0.8331 NuScenes metric/pred_instances_3d_NuScenes/mAAE: 0.2056 NuScenes metric/pred_instances_3d_NuScenes/truck_AP_dist_0.5: 0.0310 NuScenes metric/pred_instances_3d_NuScenes/truck_AP_dist_1.0: 0.1845 NuScenes metric/pred_instances_3d_NuScenes/truck_AP_dist_2.0: 0.4950 NuScenes metric/pred_instances_3d_NuScenes/truck_AP_dist_4.0: 0.6522 NuScenes metric/pred_instances_3d_NuScenes/truck_trans_err: 0.7853 NuScenes metric/pred_instances_3d_NuScenes/truck_scale_err: 0.2135 NuScenes metric/pred_instances_3d_NuScenes/truck_orient_err: 0.1128 NuScenes metric/pred_instances_3d_NuScenes/truck_vel_err: 0.8214 NuScenes metric/pred_instances_3d_NuScenes/truck_attr_err: 0.2342 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_AP_dist_0.5: 0.0000 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_AP_dist_1.0: 0.0020 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_AP_dist_2.0: 0.1069 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_AP_dist_4.0: 0.2647 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_trans_err: 1.1178 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_scale_err: 0.4834 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_orient_err: 1.2923 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_vel_err: 0.2170 NuScenes metric/pred_instances_3d_NuScenes/construction_vehicle_attr_err: 0.3300 NuScenes metric/pred_instances_3d_NuScenes/bus_AP_dist_0.5: 0.0410 NuScenes metric/pred_instances_3d_NuScenes/bus_AP_dist_1.0: 0.2520 NuScenes metric/pred_instances_3d_NuScenes/bus_AP_dist_2.0: 0.6047 NuScenes metric/pred_instances_3d_NuScenes/bus_AP_dist_4.0: 0.8071 NuScenes metric/pred_instances_3d_NuScenes/bus_trans_err: 0.7656 NuScenes metric/pred_instances_3d_NuScenes/bus_scale_err: 0.2006 NuScenes metric/pred_instances_3d_NuScenes/bus_orient_err: 0.1283 NuScenes metric/pred_instances_3d_NuScenes/bus_vel_err: 1.8128 NuScenes metric/pred_instances_3d_NuScenes/bus_attr_err: 0.3434 NuScenes metric/pred_instances_3d_NuScenes/trailer_AP_dist_0.5: 0.0000 NuScenes metric/pred_instances_3d_NuScenes/trailer_AP_dist_1.0: 0.0180 NuScenes metric/pred_instances_3d_NuScenes/trailer_AP_dist_2.0: 0.2854 NuScenes metric/pred_instances_3d_NuScenes/trailer_AP_dist_4.0: 0.5603 NuScenes metric/pred_instances_3d_NuScenes/trailer_trans_err: 1.1161 NuScenes metric/pred_instances_3d_NuScenes/trailer_scale_err: 0.2275 NuScenes metric/pred_instances_3d_NuScenes/trailer_orient_err: 0.6494 NuScenes metric/pred_instances_3d_NuScenes/trailer_vel_err: 0.6399 NuScenes metric/pred_instances_3d_NuScenes/trailer_attr_err: 0.1224 NuScenes metric/pred_instances_3d_NuScenes/barrier_AP_dist_0.5: 0.0910 NuScenes metric/pred_instances_3d_NuScenes/barrier_AP_dist_1.0: 0.4035 NuScenes metric/pred_instances_3d_NuScenes/barrier_AP_dist_2.0: 0.6638 NuScenes metric/pred_instances_3d_NuScenes/barrier_AP_dist_4.0: 0.7455 NuScenes metric/pred_instances_3d_NuScenes/barrier_trans_err: 0.6614 NuScenes metric/pred_instances_3d_NuScenes/barrier_scale_err: 0.2794 NuScenes metric/pred_instances_3d_NuScenes/barrier_orient_err: 0.1417 NuScenes metric/pred_instances_3d_NuScenes/barrier_vel_err: nan NuScenes metric/pred_instances_3d_NuScenes/barrier_attr_err: nan NuScenes metric/pred_instances_3d_NuScenes/motorcycle_AP_dist_0.5: 0.0666 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_AP_dist_1.0: 0.2763 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_AP_dist_2.0: 0.5177 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_AP_dist_4.0: 0.6363 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_trans_err: 0.6997 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_scale_err: 0.2534 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_orient_err: 0.6238 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_vel_err: 1.2906 NuScenes metric/pred_instances_3d_NuScenes/motorcycle_attr_err: 0.1537 NuScenes metric/pred_instances_3d_NuScenes/bicycle_AP_dist_0.5: 0.0865 NuScenes metric/pred_instances_3d_NuScenes/bicycle_AP_dist_1.0: 0.2787 NuScenes metric/pred_instances_3d_NuScenes/bicycle_AP_dist_2.0: 0.4631 NuScenes metric/pred_instances_3d_NuScenes/bicycle_AP_dist_4.0: 0.5506 NuScenes metric/pred_instances_3d_NuScenes/bicycle_trans_err: 0.6217 NuScenes metric/pred_instances_3d_NuScenes/bicycle_scale_err: 0.2621 NuScenes metric/pred_instances_3d_NuScenes/bicycle_orient_err: 0.7747 NuScenes metric/pred_instances_3d_NuScenes/bicycle_vel_err: 0.4747 NuScenes metric/pred_instances_3d_NuScenes/bicycle_attr_err: 0.0112 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_AP_dist_0.5: 0.0929 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_AP_dist_1.0: 0.3426 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_AP_dist_2.0: 0.6135 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_AP_dist_4.0: 0.7619 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_trans_err: 0.6846 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_scale_err: 0.2934 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_orient_err: 0.6444 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_vel_err: 0.5349 NuScenes metric/pred_instances_3d_NuScenes/pedestrian_attr_err: 0.2377 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_AP_dist_0.5: 0.1833 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_AP_dist_1.0: 0.4895 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_AP_dist_2.0: 0.7021 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_AP_dist_4.0: 0.7828 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_trans_err: 0.5567 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_scale_err: 0.3188 NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_orient_err: nan NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_vel_err: nan NuScenes metric/pred_instances_3d_NuScenes/traffic_cone_attr_err: nan NuScenes metric/pred_instances_3d_NuScenes/NDS: 0.4358 NuScenes metric/pred_instances_3d_NuScenes/mAP: 0.3830