2023/07/07 16:19:18 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.9.0 (default, Nov 15 2020, 14:28:56) [GCC 7.3.0] CUDA available: True numpy_random_seed: 1503023888 GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 3090 CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 PyTorch: 1.12.1+cu113 PyTorch compiling details: PyTorch built with: - GCC 9.3 - 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 v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - 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 8.2 - Built with CuDNN 8.3.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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-unused-parameter -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 -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.13.1+cu102 OpenCV: 4.7.0 MMEngine: 0.7.3 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None diff_rank_seed: False deterministic: False Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2023/07/07 16:19:20 - mmengine - INFO - Config: default_scope = 'mmaction' default_hooks = dict( runtime_info=dict(type='RuntimeInfoHook'), timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=20, ignore_last=False), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1, save_best='auto'), sampler_seed=dict(type='DistSamplerSeedHook'), sync_buffers=dict(type='SyncBuffersHook')) 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=20, by_epoch=True) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ActionVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = None resume = False url = 'https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth' num_classes = 66 model = dict( type='FastRCNN', _scope_='mmdet', init_cfg=dict( type='Pretrained', checkpoint= 'https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth' ), backbone=dict( type='mmaction.ResNet3dSlowFast', pretrained=None, resample_rate=8, speed_ratio=8, channel_ratio=8, slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), spatial_strides=(1, 2, 2, 1)), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, spatial_strides=(1, 2, 2, 1))), roi_head=dict( type='AVARoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor3D', roi_layer_type='RoIAlign', output_size=8, with_temporal_pool=True), bbox_head=dict( type='BBoxHeadAVA', background_class=False, in_channels=2304, num_classes=66, multilabel=False, dropout_ratio=0.5)), data_preprocessor=dict( type='mmaction.ActionDataPreprocessor', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], format_shape='NCTHW'), train_cfg=dict( rcnn=dict( assigner=dict( type='MaxIoUAssignerAVA', pos_iou_thr=0.9, neg_iou_thr=0.9, min_pos_iou=0.9), sampler=dict( type='RandomSampler', num=32, pos_fraction=1, neg_pos_ub=-1, add_gt_as_proposals=True), pos_weight=1.0)), test_cfg=dict(rcnn=None)) dataset_type = 'AVADataset' data_root = 'data/multisports/trainval' anno_root = 'data/multisports/annotations' ann_file_train = 'data/multisports/annotations/multisports_train.csv' ann_file_val = 'data/multisports/annotations/multisports_val.csv' gt_file = 'data/multisports/annotations/multisports_GT.pkl' proposal_file_train = 'data/multisports/annotations/multisports_dense_proposals_train.recall_96.13.pkl' proposal_file_val = 'data/multisports/annotations/multisports_dense_proposals_val.recall_96.13.pkl' file_client_args = dict(io_backend='disk') train_pipeline = [ dict(type='DecordInit', io_backend='disk'), dict(type='SampleAVAFrames', clip_len=32, frame_interval=2), dict(type='DecordDecode'), dict(type='RandomRescale', scale_range=(256, 320)), dict(type='RandomCrop', size=256), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ] val_pipeline = [ dict(type='DecordInit', io_backend='disk'), dict( type='SampleAVAFrames', clip_len=32, frame_interval=2, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ] train_dataloader = dict( batch_size=16, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='AVADataset', ann_file='data/multisports/annotations/multisports_train.csv', pipeline=[ dict(type='DecordInit', io_backend='disk'), dict(type='SampleAVAFrames', clip_len=32, frame_interval=2), dict(type='DecordDecode'), dict(type='RandomRescale', scale_range=(256, 320)), dict(type='RandomCrop', size=256), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ], num_classes=66, proposal_file= 'data/multisports/annotations/multisports_dense_proposals_train.recall_96.13.pkl', data_prefix=dict(img='data/multisports/trainval'), timestamp_start=1, start_index=0, use_frames=False, fps=1)) val_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='AVADataset', ann_file='data/multisports/annotations/multisports_val.csv', pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleAVAFrames', clip_len=32, frame_interval=2, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ], num_classes=66, proposal_file= 'data/multisports/annotations/multisports_dense_proposals_val.recall_96.13.pkl', data_prefix=dict(img='data/multisports/trainval'), test_mode=True, timestamp_start=1, start_index=0, use_frames=False, fps=1)) test_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='AVADataset', ann_file='data/multisports/annotations/multisports_val.csv', pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleAVAFrames', clip_len=32, frame_interval=2, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ], num_classes=66, proposal_file= 'data/multisports/annotations/multisports_dense_proposals_val.recall_96.13.pkl', data_prefix=dict(img='data/multisports/trainval'), test_mode=True, timestamp_start=1, start_index=0, use_frames=False, fps=1)) val_evaluator = dict( type='MultiSportsMetric', ann_file='data/multisports/annotations/multisports_GT.pkl') test_evaluator = dict( type='MultiSportsMetric', ann_file='data/multisports/annotations/multisports_GT.pkl') train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=8, val_begin=1, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') param_scheduler = [ dict(type='LinearLR', start_factor=0.1, by_epoch=True, begin=0, end=5), dict( type='MultiStepLR', begin=0, end=8, by_epoch=True, milestones=[6, 7], gamma=0.1) ] optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.01125, momentum=0.9, weight_decay=1e-05), clip_grad=dict(max_norm=5, norm_type=2)) launcher = 'pytorch' work_dir = 'work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb' randomness = dict(seed=None, diff_rank_seed=False, deterministic=False) 2023/07/07 16:19:23 - 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 (NORMAL ) SyncBuffersHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2023/07/07 16:19:38 - mmengine - INFO - 288605 out of 288605 frames are valid. 2023/07/07 16:19:51 - mmengine - INFO - 100931 out of 100931 frames are valid. 2023/07/07 16:19:56 - mmengine - INFO - load model from: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth 2023/07/07 16:19:56 - mmengine - INFO - Loads checkpoint by http backend from path: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth 2023/07/07 16:20:36 - mmengine - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: cls_head.fc_cls.weight, cls_head.fc_cls.bias missing keys in source state_dict: roi_head.bbox_head.fc_cls.weight, roi_head.bbox_head.fc_cls.bias Name of parameter - Initialization information backbone.slow_path.conv1.conv.weight - torch.Size([64, 3, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv1.conv.weight - torch.Size([64, 80, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv2.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv2.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv3.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.conv3.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.downsample.conv.weight - torch.Size([256, 80, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.downsample.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.0.downsample.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv2.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv2.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv3.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.1.conv3.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv2.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv2.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv3.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1.2.conv3.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv1.conv.weight - torch.Size([128, 320, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv1.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv1.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv2.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv2.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv3.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.conv3.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.downsample.conv.weight - torch.Size([512, 320, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.downsample.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.0.downsample.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv1.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv1.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv2.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv2.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv3.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.1.conv3.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv1.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv1.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv2.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv2.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv3.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.2.conv3.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv1.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv1.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv2.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv2.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv3.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2.3.conv3.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv1.conv.weight - torch.Size([256, 640, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv1.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv1.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv2.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv2.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv3.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.conv3.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.downsample.conv.weight - torch.Size([1024, 640, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.downsample.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.0.downsample.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv1.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv1.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv2.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv2.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv3.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.1.conv3.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv1.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv1.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv2.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv2.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv3.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.2.conv3.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv1.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv1.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv2.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv2.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv3.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.3.conv3.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv1.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv1.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv2.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv2.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv3.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.4.conv3.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv1.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv1.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv2.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv2.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv3.bn.weight - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3.5.conv3.bn.bias - torch.Size([1024]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv1.conv.weight - torch.Size([512, 1280, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv1.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv1.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv2.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv2.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv3.bn.weight - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.conv3.bn.bias - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.downsample.conv.weight - torch.Size([2048, 1280, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.downsample.bn.weight - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.0.downsample.bn.bias - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv1.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv1.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv2.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv2.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv3.bn.weight - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.1.conv3.bn.bias - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv1.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv1.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv2.bn.weight - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv2.bn.bias - torch.Size([512]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv3.bn.weight - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer4.2.conv3.bn.bias - torch.Size([2048]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.conv1_lateral.conv.weight - torch.Size([16, 8, 5, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer1_lateral.conv.weight - torch.Size([64, 32, 5, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer2_lateral.conv.weight - torch.Size([128, 64, 5, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.slow_path.layer3_lateral.conv.weight - torch.Size([256, 128, 5, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.conv1.conv.weight - torch.Size([8, 3, 5, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.conv1.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.conv1.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv1.conv.weight - torch.Size([8, 8, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv1.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv1.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv2.conv.weight - torch.Size([8, 8, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv2.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv2.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv3.conv.weight - torch.Size([32, 8, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv3.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.conv3.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.downsample.conv.weight - torch.Size([32, 8, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.downsample.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.0.downsample.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv1.conv.weight - torch.Size([8, 32, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv1.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv1.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv2.conv.weight - torch.Size([8, 8, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv2.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv2.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv3.conv.weight - torch.Size([32, 8, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv3.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.1.conv3.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv1.conv.weight - torch.Size([8, 32, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv1.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv1.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv2.conv.weight - torch.Size([8, 8, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv2.bn.weight - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv2.bn.bias - torch.Size([8]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv3.conv.weight - torch.Size([32, 8, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv3.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer1.2.conv3.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv1.conv.weight - torch.Size([16, 32, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv1.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv1.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv2.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv2.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv3.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.conv3.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.downsample.conv.weight - torch.Size([64, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.downsample.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.0.downsample.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv1.conv.weight - torch.Size([16, 64, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv1.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv1.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv2.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv2.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv3.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.1.conv3.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv1.conv.weight - torch.Size([16, 64, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv1.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv1.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv2.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv2.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv3.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.2.conv3.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv1.conv.weight - torch.Size([16, 64, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv1.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv1.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv2.conv.weight - torch.Size([16, 16, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv2.bn.weight - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv2.bn.bias - torch.Size([16]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv3.conv.weight - torch.Size([64, 16, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv3.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer2.3.conv3.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv1.conv.weight - torch.Size([32, 64, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv1.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv1.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv2.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv2.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv3.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.conv3.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.downsample.conv.weight - torch.Size([128, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.downsample.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.0.downsample.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv1.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv1.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv2.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv2.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv3.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.1.conv3.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv1.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv1.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv2.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv2.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv3.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.2.conv3.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv1.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv1.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv2.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv2.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv3.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.3.conv3.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv1.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv1.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv2.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv2.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv3.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.4.conv3.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv1.conv.weight - torch.Size([32, 128, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv1.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv1.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv2.bn.weight - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv2.bn.bias - torch.Size([32]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv3.bn.weight - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer3.5.conv3.bn.bias - torch.Size([128]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv1.conv.weight - torch.Size([64, 128, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv2.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv2.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv3.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.conv3.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.downsample.conv.weight - torch.Size([256, 128, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.downsample.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.0.downsample.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv2.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv2.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv3.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.1.conv3.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv1.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv1.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv2.bn.weight - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv2.bn.bias - torch.Size([64]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv3.bn.weight - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth backbone.fast_path.layer4.2.conv3.bn.bias - torch.Size([256]): PretrainedInit: load from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth roi_head.bbox_head.fc_cls.weight - torch.Size([66, 2304]): Initialized by user-defined `init_weights` in BBoxHeadAVA roi_head.bbox_head.fc_cls.bias - torch.Size([66]): Initialized by user-defined `init_weights` in BBoxHeadAVA 2023/07/07 16:20:36 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/07/07 16:20:36 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/07/07 16:20:36 - mmengine - INFO - Checkpoints will be saved to /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb. 2023/07/07 16:21:33 - mmengine - INFO - Epoch(train) [1][ 20/2255] lr: 1.1250e-03 eta: 14:14:42 time: 2.8459 data_time: 0.9578 memory: 18620 grad_norm: 19.4714 loss: 5.2020 recall@thr=0.5: 0.1481 prec@thr=0.5: 0.1481 recall@top3: 0.2593 prec@top3: 0.0864 recall@top5: 0.2963 prec@top5: 0.0593 loss_action_cls: 5.2020 2023/07/07 16:22:15 - mmengine - INFO - Epoch(train) [1][ 40/2255] lr: 1.1250e-03 eta: 12:19:42 time: 2.0855 data_time: 0.1366 memory: 18620 grad_norm: 11.2266 loss: 3.3058 recall@thr=0.5: 0.2414 prec@thr=0.5: 0.2414 recall@top3: 0.5862 prec@top3: 0.1954 recall@top5: 0.6897 prec@top5: 0.1379 loss_action_cls: 3.3058 2023/07/07 16:23:00 - mmengine - INFO - Epoch(train) [1][ 60/2255] lr: 1.1250e-03 eta: 11:56:22 time: 2.2403 data_time: 0.1380 memory: 18620 grad_norm: 9.4223 loss: 2.7718 recall@thr=0.5: 0.3478 prec@thr=0.5: 0.3478 recall@top3: 0.6957 prec@top3: 0.2319 recall@top5: 0.8696 prec@top5: 0.1739 loss_action_cls: 2.7718 2023/07/07 16:23:40 - mmengine - INFO - Epoch(train) [1][ 80/2255] lr: 1.1250e-03 eta: 11:28:14 time: 2.0254 data_time: 0.1018 memory: 18620 grad_norm: 9.0848 loss: 2.4461 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.5882 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 2.4461 2023/07/07 16:24:24 - mmengine - INFO - Epoch(train) [1][ 100/2255] lr: 1.1250e-03 eta: 11:21:31 time: 2.1998 data_time: 0.1184 memory: 18620 grad_norm: 9.3313 loss: 2.2211 recall@thr=0.5: 0.3000 prec@thr=0.5: 0.3000 recall@top3: 0.4333 prec@top3: 0.1444 recall@top5: 0.6000 prec@top5: 0.1200 loss_action_cls: 2.2211 2023/07/07 16:25:02 - mmengine - INFO - Epoch(train) [1][ 120/2255] lr: 1.1250e-03 eta: 11:02:20 time: 1.9092 data_time: 0.1130 memory: 18620 grad_norm: 8.9347 loss: 2.3427 recall@thr=0.5: 0.3571 prec@thr=0.5: 0.3571 recall@top3: 0.6071 prec@top3: 0.2024 recall@top5: 0.6429 prec@top5: 0.1286 loss_action_cls: 2.3427 2023/07/07 16:25:46 - mmengine - INFO - Epoch(train) [1][ 140/2255] lr: 1.1250e-03 eta: 10:59:04 time: 2.1582 data_time: 0.1147 memory: 18620 grad_norm: 8.7922 loss: 2.4245 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.5185 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 2.4245 2023/07/07 16:26:24 - mmengine - INFO - Epoch(train) [1][ 160/2255] lr: 1.1250e-03 eta: 10:47:05 time: 1.9073 data_time: 0.1425 memory: 18620 grad_norm: 8.7712 loss: 2.2076 recall@thr=0.5: 0.4242 prec@thr=0.5: 0.4242 recall@top3: 0.6970 prec@top3: 0.2323 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 2.2076 2023/07/07 16:27:08 - mmengine - INFO - Epoch(train) [1][ 180/2255] lr: 1.1250e-03 eta: 10:47:38 time: 2.2100 data_time: 0.1010 memory: 18620 grad_norm: 8.1288 loss: 2.1860 recall@thr=0.5: 0.2857 prec@thr=0.5: 0.2857 recall@top3: 0.7143 prec@top3: 0.2381 recall@top5: 0.7619 prec@top5: 0.1524 loss_action_cls: 2.1860 2023/07/07 16:27:44 - mmengine - INFO - Epoch(train) [1][ 200/2255] lr: 1.1250e-03 eta: 10:35:51 time: 1.8040 data_time: 0.1033 memory: 18620 grad_norm: 8.4217 loss: 1.9978 recall@thr=0.5: 0.5366 prec@thr=0.5: 0.5366 recall@top3: 0.6829 prec@top3: 0.2276 recall@top5: 0.7317 prec@top5: 0.1463 loss_action_cls: 1.9978 2023/07/07 16:28:24 - mmengine - INFO - Epoch(train) [1][ 220/2255] lr: 1.1250e-03 eta: 10:32:01 time: 2.0230 data_time: 0.1383 memory: 18620 grad_norm: 8.4302 loss: 1.9475 recall@thr=0.5: 0.4667 prec@thr=0.5: 0.4667 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7667 prec@top5: 0.1533 loss_action_cls: 1.9475 2023/07/07 16:28:59 - mmengine - INFO - Epoch(train) [1][ 240/2255] lr: 1.1250e-03 eta: 10:21:42 time: 1.7389 data_time: 0.1001 memory: 18620 grad_norm: 7.8786 loss: 1.8393 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6875 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.8393 2023/07/07 16:29:45 - mmengine - INFO - Epoch(train) [1][ 260/2255] lr: 1.1250e-03 eta: 10:25:36 time: 2.2979 data_time: 0.0956 memory: 18620 grad_norm: 7.9000 loss: 1.9428 recall@thr=0.5: 0.4643 prec@thr=0.5: 0.4643 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 1.9428 2023/07/07 16:30:23 - mmengine - INFO - Epoch(train) [1][ 280/2255] lr: 1.1250e-03 eta: 10:19:49 time: 1.8705 data_time: 0.1080 memory: 18620 grad_norm: 7.7254 loss: 1.9118 recall@thr=0.5: 0.5385 prec@thr=0.5: 0.5385 recall@top3: 0.6923 prec@top3: 0.2308 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 1.9118 2023/07/07 16:31:04 - mmengine - INFO - Epoch(train) [1][ 300/2255] lr: 1.1250e-03 eta: 10:18:25 time: 2.0582 data_time: 0.1141 memory: 18620 grad_norm: 8.1188 loss: 1.9364 recall@thr=0.5: 0.3824 prec@thr=0.5: 0.3824 recall@top3: 0.7941 prec@top3: 0.2647 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 1.9364 2023/07/07 16:31:39 - mmengine - INFO - Epoch(train) [1][ 320/2255] lr: 1.1250e-03 eta: 10:11:32 time: 1.7569 data_time: 0.1029 memory: 18620 grad_norm: 7.8944 loss: 1.7923 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.7105 recall@top3: 0.7895 prec@top3: 0.2632 recall@top5: 0.8421 prec@top5: 0.1684 loss_action_cls: 1.7923 2023/07/07 16:32:18 - mmengine - INFO - Epoch(train) [1][ 340/2255] lr: 1.1250e-03 eta: 10:09:18 time: 1.9818 data_time: 0.1034 memory: 18620 grad_norm: 7.7648 loss: 1.9576 recall@thr=0.5: 0.4516 prec@thr=0.5: 0.4516 recall@top3: 0.7419 prec@top3: 0.2473 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 1.9576 2023/07/07 16:32:55 - mmengine - INFO - Epoch(train) [1][ 360/2255] lr: 1.1250e-03 eta: 10:04:20 time: 1.8043 data_time: 0.0983 memory: 18620 grad_norm: 7.6294 loss: 1.7067 recall@thr=0.5: 0.5152 prec@thr=0.5: 0.5152 recall@top3: 0.7879 prec@top3: 0.2626 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 1.7067 2023/07/07 16:33:37 - mmengine - INFO - Epoch(train) [1][ 380/2255] lr: 1.1250e-03 eta: 10:04:40 time: 2.1166 data_time: 0.0997 memory: 18620 grad_norm: 7.4137 loss: 1.8986 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8077 recall@top3: 0.9615 prec@top3: 0.3205 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 1.8986 2023/07/07 16:34:13 - mmengine - INFO - Epoch(train) [1][ 400/2255] lr: 1.1250e-03 eta: 10:00:28 time: 1.8148 data_time: 0.0979 memory: 18620 grad_norm: 7.2197 loss: 1.7861 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.7861 2023/07/07 16:34:56 - mmengine - INFO - Epoch(train) [1][ 420/2255] lr: 1.1250e-03 eta: 10:01:03 time: 2.1328 data_time: 0.0967 memory: 18620 grad_norm: 7.1853 loss: 1.7124 recall@thr=0.5: 0.5143 prec@thr=0.5: 0.5143 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.7124 2023/07/07 16:35:32 - mmengine - INFO - Epoch(train) [1][ 440/2255] lr: 1.1250e-03 eta: 9:57:18 time: 1.8172 data_time: 0.1070 memory: 18620 grad_norm: 7.3526 loss: 1.8144 recall@thr=0.5: 0.4138 prec@thr=0.5: 0.4138 recall@top3: 0.4828 prec@top3: 0.1609 recall@top5: 0.7586 prec@top5: 0.1517 loss_action_cls: 1.8144 2023/07/07 16:36:13 - mmengine - INFO - Epoch(train) [1][ 460/2255] lr: 1.1250e-03 eta: 9:56:40 time: 2.0389 data_time: 0.1000 memory: 18620 grad_norm: 7.2176 loss: 1.8249 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.5417 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7083 prec@top5: 0.1417 loss_action_cls: 1.8249 2023/07/07 16:36:53 - mmengine - INFO - Epoch(train) [1][ 480/2255] lr: 1.1250e-03 eta: 9:55:40 time: 2.0108 data_time: 0.0941 memory: 18620 grad_norm: 7.3632 loss: 1.5887 recall@thr=0.5: 0.4211 prec@thr=0.5: 0.4211 recall@top3: 0.8158 prec@top3: 0.2719 recall@top5: 0.9737 prec@top5: 0.1947 loss_action_cls: 1.5887 2023/07/07 16:37:31 - mmengine - INFO - Epoch(train) [1][ 500/2255] lr: 1.1250e-03 eta: 9:53:03 time: 1.8696 data_time: 0.1019 memory: 18620 grad_norm: 6.7091 loss: 1.8821 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.6897 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 1.8821 2023/07/07 16:38:11 - mmengine - INFO - Epoch(train) [1][ 520/2255] lr: 1.1250e-03 eta: 9:52:23 time: 2.0292 data_time: 0.0929 memory: 18620 grad_norm: 6.8313 loss: 1.8048 recall@thr=0.5: 0.4167 prec@thr=0.5: 0.4167 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7778 prec@top5: 0.1556 loss_action_cls: 1.8048 2023/07/07 16:38:48 - mmengine - INFO - Epoch(train) [1][ 540/2255] lr: 1.1250e-03 eta: 9:49:36 time: 1.8343 data_time: 0.1093 memory: 18620 grad_norm: 6.8386 loss: 1.7343 recall@thr=0.5: 0.4828 prec@thr=0.5: 0.4828 recall@top3: 0.7931 prec@top3: 0.2644 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 1.7343 2023/07/07 16:39:27 - mmengine - INFO - Epoch(train) [1][ 560/2255] lr: 1.1250e-03 eta: 9:48:22 time: 1.9674 data_time: 0.0913 memory: 18620 grad_norm: 6.9406 loss: 1.7284 recall@thr=0.5: 0.4074 prec@thr=0.5: 0.4074 recall@top3: 0.6296 prec@top3: 0.2099 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 1.7284 2023/07/07 16:40:02 - mmengine - INFO - Epoch(train) [1][ 580/2255] lr: 1.1250e-03 eta: 9:45:06 time: 1.7606 data_time: 0.1098 memory: 18620 grad_norm: 6.9510 loss: 1.8646 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.5938 prec@top3: 0.1979 recall@top5: 0.8125 prec@top5: 0.1625 loss_action_cls: 1.8646 2023/07/07 16:40:41 - mmengine - INFO - Epoch(train) [1][ 600/2255] lr: 1.1250e-03 eta: 9:43:30 time: 1.9153 data_time: 0.2564 memory: 18620 grad_norm: 6.8008 loss: 1.6608 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7059 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 1.6608 2023/07/07 16:41:20 - mmengine - INFO - Epoch(train) [1][ 620/2255] lr: 1.1250e-03 eta: 9:42:12 time: 1.9403 data_time: 0.4534 memory: 18620 grad_norm: 6.7439 loss: 1.6263 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.5556 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 1.6263 2023/07/07 16:41:59 - mmengine - INFO - Epoch(train) [1][ 640/2255] lr: 1.1250e-03 eta: 9:41:18 time: 1.9788 data_time: 0.3373 memory: 18620 grad_norm: 6.8883 loss: 1.6427 recall@thr=0.5: 0.2083 prec@thr=0.5: 0.2083 recall@top3: 0.5417 prec@top3: 0.1806 recall@top5: 0.7083 prec@top5: 0.1417 loss_action_cls: 1.6427 2023/07/07 16:42:35 - mmengine - INFO - Epoch(train) [1][ 660/2255] lr: 1.1250e-03 eta: 9:38:53 time: 1.8065 data_time: 0.1463 memory: 18620 grad_norm: 6.9291 loss: 1.6557 recall@thr=0.5: 0.4348 prec@thr=0.5: 0.4348 recall@top3: 0.6957 prec@top3: 0.2319 recall@top5: 0.7391 prec@top5: 0.1478 loss_action_cls: 1.6557 2023/07/07 16:43:15 - mmengine - INFO - Epoch(train) [1][ 680/2255] lr: 1.1250e-03 eta: 9:38:12 time: 1.9965 data_time: 0.1642 memory: 18620 grad_norm: 6.4779 loss: 1.6641 recall@thr=0.5: 0.4828 prec@thr=0.5: 0.4828 recall@top3: 0.6207 prec@top3: 0.2069 recall@top5: 0.6897 prec@top5: 0.1379 loss_action_cls: 1.6641 2023/07/07 16:43:48 - mmengine - INFO - Epoch(train) [1][ 700/2255] lr: 1.1250e-03 eta: 9:34:43 time: 1.6567 data_time: 0.1045 memory: 18620 grad_norm: 6.5999 loss: 1.6733 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 1.6733 2023/07/07 16:44:25 - mmengine - INFO - Epoch(train) [1][ 720/2255] lr: 1.1250e-03 eta: 9:32:44 time: 1.8242 data_time: 0.4504 memory: 18620 grad_norm: 6.5113 loss: 1.5952 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.5714 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 1.5952 2023/07/07 16:45:05 - mmengine - INFO - Epoch(train) [1][ 740/2255] lr: 1.1250e-03 eta: 9:32:10 time: 1.9949 data_time: 0.8712 memory: 18620 grad_norm: 6.7146 loss: 1.6970 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6333 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 1.6970 2023/07/07 16:45:41 - mmengine - INFO - Epoch(train) [1][ 760/2255] lr: 1.1250e-03 eta: 9:30:24 time: 1.8401 data_time: 0.6978 memory: 18620 grad_norm: 6.5221 loss: 1.7607 recall@thr=0.5: 0.3913 prec@thr=0.5: 0.3913 recall@top3: 0.5652 prec@top3: 0.1884 recall@top5: 0.5652 prec@top5: 0.1130 loss_action_cls: 1.7607 2023/07/07 16:46:22 - mmengine - INFO - Epoch(train) [1][ 780/2255] lr: 1.1250e-03 eta: 9:30:00 time: 2.0156 data_time: 0.8832 memory: 18620 grad_norm: 6.5669 loss: 1.7383 recall@thr=0.5: 0.4828 prec@thr=0.5: 0.4828 recall@top3: 0.7241 prec@top3: 0.2414 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 1.7383 2023/07/07 16:46:54 - mmengine - INFO - Epoch(train) [1][ 800/2255] lr: 1.1250e-03 eta: 9:26:41 time: 1.6109 data_time: 0.4680 memory: 18620 grad_norm: 6.5272 loss: 1.5425 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6296 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 1.5425 2023/07/07 16:47:35 - mmengine - INFO - Epoch(train) [1][ 820/2255] lr: 1.1250e-03 eta: 9:26:28 time: 2.0360 data_time: 0.9049 memory: 18620 grad_norm: 6.2533 loss: 1.6584 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.5625 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.9688 prec@top5: 0.1937 loss_action_cls: 1.6584 2023/07/07 16:48:11 - mmengine - INFO - Epoch(train) [1][ 840/2255] lr: 1.1250e-03 eta: 9:24:39 time: 1.8045 data_time: 0.6176 memory: 18620 grad_norm: 6.6125 loss: 1.5518 recall@thr=0.5: 0.6531 prec@thr=0.5: 0.6531 recall@top3: 0.7959 prec@top3: 0.2653 recall@top5: 0.7959 prec@top5: 0.1592 loss_action_cls: 1.5518 2023/07/07 16:48:49 - mmengine - INFO - Epoch(train) [1][ 860/2255] lr: 1.1250e-03 eta: 9:23:44 time: 1.9296 data_time: 0.6625 memory: 18620 grad_norm: 6.7309 loss: 1.7378 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.5789 recall@top3: 0.7632 prec@top3: 0.2544 recall@top5: 0.8158 prec@top5: 0.1632 loss_action_cls: 1.7378 2023/07/07 16:49:23 - mmengine - INFO - Epoch(train) [1][ 880/2255] lr: 1.1250e-03 eta: 9:21:14 time: 1.6864 data_time: 0.2613 memory: 18620 grad_norm: 6.5684 loss: 1.4845 recall@thr=0.5: 0.6486 prec@thr=0.5: 0.6486 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 1.4845 2023/07/07 16:50:03 - mmengine - INFO - Epoch(train) [1][ 900/2255] lr: 1.1250e-03 eta: 9:20:47 time: 1.9950 data_time: 0.0914 memory: 18620 grad_norm: 6.4845 loss: 1.6580 recall@thr=0.5: 0.5938 prec@thr=0.5: 0.5937 recall@top3: 0.6875 prec@top3: 0.2292 recall@top5: 0.7188 prec@top5: 0.1437 loss_action_cls: 1.6580 2023/07/07 16:50:37 - mmengine - INFO - Epoch(train) [1][ 920/2255] lr: 1.1250e-03 eta: 9:18:29 time: 1.6960 data_time: 0.1071 memory: 18620 grad_norm: 6.2695 loss: 1.4497 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7250 recall@top3: 0.9250 prec@top3: 0.3083 recall@top5: 0.9250 prec@top5: 0.1850 loss_action_cls: 1.4497 2023/07/07 16:51:16 - mmengine - INFO - Epoch(train) [1][ 940/2255] lr: 1.1250e-03 eta: 9:17:39 time: 1.9288 data_time: 0.1320 memory: 18620 grad_norm: 6.6636 loss: 1.6117 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.5882 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 1.6117 2023/07/07 16:51:50 - mmengine - INFO - Epoch(train) [1][ 960/2255] lr: 1.1250e-03 eta: 9:15:40 time: 1.7313 data_time: 0.0990 memory: 18620 grad_norm: 6.3950 loss: 1.5362 recall@thr=0.5: 0.5312 prec@thr=0.5: 0.5312 recall@top3: 0.7188 prec@top3: 0.2396 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 1.5362 2023/07/07 16:52:31 - mmengine - INFO - Epoch(train) [1][ 980/2255] lr: 1.1250e-03 eta: 9:15:27 time: 2.0265 data_time: 0.0858 memory: 18620 grad_norm: 6.6515 loss: 1.6092 recall@thr=0.5: 0.5312 prec@thr=0.5: 0.5312 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7812 prec@top5: 0.1562 loss_action_cls: 1.6092 2023/07/07 16:53:07 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 16:53:07 - mmengine - INFO - Epoch(train) [1][1000/2255] lr: 1.1250e-03 eta: 9:13:59 time: 1.8111 data_time: 0.0941 memory: 18620 grad_norm: 6.2812 loss: 1.5414 recall@thr=0.5: 0.3929 prec@thr=0.5: 0.3929 recall@top3: 0.5714 prec@top3: 0.1905 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 1.5414 2023/07/07 16:53:45 - mmengine - INFO - Epoch(train) [1][1020/2255] lr: 1.1250e-03 eta: 9:13:01 time: 1.8943 data_time: 0.0929 memory: 18620 grad_norm: 6.4677 loss: 1.6413 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6538 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 1.6413 2023/07/07 16:54:21 - mmengine - INFO - Epoch(train) [1][1040/2255] lr: 1.1250e-03 eta: 9:11:30 time: 1.7901 data_time: 0.0971 memory: 18620 grad_norm: 6.0242 loss: 1.5966 recall@thr=0.5: 0.4571 prec@thr=0.5: 0.4571 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 1.5966 2023/07/07 16:54:56 - mmengine - INFO - Epoch(train) [1][1060/2255] lr: 1.1250e-03 eta: 9:09:59 time: 1.7822 data_time: 0.0809 memory: 18620 grad_norm: 6.4195 loss: 1.5105 recall@thr=0.5: 0.6571 prec@thr=0.5: 0.6571 recall@top3: 0.7429 prec@top3: 0.2476 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.5105 2023/07/07 16:55:38 - mmengine - INFO - Epoch(train) [1][1080/2255] lr: 1.1250e-03 eta: 9:09:57 time: 2.0623 data_time: 0.0890 memory: 18620 grad_norm: 6.2410 loss: 1.4788 recall@thr=0.5: 0.5385 prec@thr=0.5: 0.5385 recall@top3: 0.7436 prec@top3: 0.2479 recall@top5: 0.8205 prec@top5: 0.1641 loss_action_cls: 1.4788 2023/07/07 16:56:14 - mmengine - INFO - Epoch(train) [1][1100/2255] lr: 1.1250e-03 eta: 9:08:38 time: 1.8166 data_time: 0.0874 memory: 18620 grad_norm: 6.2921 loss: 1.5578 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 1.5578 2023/07/07 16:56:48 - mmengine - INFO - Epoch(train) [1][1120/2255] lr: 1.1250e-03 eta: 9:06:51 time: 1.7161 data_time: 0.0954 memory: 18620 grad_norm: 6.2598 loss: 1.6805 recall@thr=0.5: 0.5455 prec@thr=0.5: 0.5455 recall@top3: 0.6364 prec@top3: 0.2121 recall@top5: 0.7273 prec@top5: 0.1455 loss_action_cls: 1.6805 2023/07/07 16:57:27 - mmengine - INFO - Epoch(train) [1][1140/2255] lr: 1.1250e-03 eta: 9:06:07 time: 1.9230 data_time: 0.0883 memory: 18620 grad_norm: 6.2080 loss: 1.5014 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.7073 recall@top3: 0.7805 prec@top3: 0.2602 recall@top5: 0.8537 prec@top5: 0.1707 loss_action_cls: 1.5014 2023/07/07 16:58:03 - mmengine - INFO - Epoch(train) [1][1160/2255] lr: 1.1250e-03 eta: 9:04:54 time: 1.8192 data_time: 0.0868 memory: 18620 grad_norm: 6.3879 loss: 1.5821 recall@thr=0.5: 0.4839 prec@thr=0.5: 0.4839 recall@top3: 0.7097 prec@top3: 0.2366 recall@top5: 0.7742 prec@top5: 0.1548 loss_action_cls: 1.5821 2023/07/07 16:58:40 - mmengine - INFO - Epoch(train) [1][1180/2255] lr: 1.1250e-03 eta: 9:03:54 time: 1.8637 data_time: 0.0874 memory: 18620 grad_norm: 5.9978 loss: 1.5034 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6333 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 1.5034 2023/07/07 16:59:16 - mmengine - INFO - Epoch(train) [1][1200/2255] lr: 1.1250e-03 eta: 9:02:27 time: 1.7634 data_time: 0.0996 memory: 18620 grad_norm: 6.1978 loss: 1.4460 recall@thr=0.5: 0.5294 prec@thr=0.5: 0.5294 recall@top3: 0.7059 prec@top3: 0.2353 recall@top5: 0.7059 prec@top5: 0.1412 loss_action_cls: 1.4460 2023/07/07 16:59:52 - mmengine - INFO - Epoch(train) [1][1220/2255] lr: 1.1250e-03 eta: 9:01:25 time: 1.8471 data_time: 0.1051 memory: 18620 grad_norm: 5.8586 loss: 1.3412 recall@thr=0.5: 0.5926 prec@thr=0.5: 0.5926 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 1.3412 2023/07/07 17:00:29 - mmengine - INFO - Epoch(train) [1][1240/2255] lr: 1.1250e-03 eta: 9:00:16 time: 1.8181 data_time: 0.1114 memory: 18620 grad_norm: 6.2707 loss: 1.5199 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.8158 recall@top3: 0.8947 prec@top3: 0.2982 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 1.5199 2023/07/07 17:01:10 - mmengine - INFO - Epoch(train) [1][1260/2255] lr: 1.1250e-03 eta: 9:00:13 time: 2.0639 data_time: 0.0966 memory: 18620 grad_norm: 6.0561 loss: 1.4242 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.6061 recall@top3: 0.7576 prec@top3: 0.2525 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 1.4242 2023/07/07 17:01:44 - mmengine - INFO - Epoch(train) [1][1280/2255] lr: 1.1250e-03 eta: 8:58:35 time: 1.7057 data_time: 0.0878 memory: 18620 grad_norm: 6.2287 loss: 1.5284 recall@thr=0.5: 0.6129 prec@thr=0.5: 0.6129 recall@top3: 0.8387 prec@top3: 0.2796 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 1.5284 2023/07/07 17:02:23 - mmengine - INFO - Epoch(train) [1][1300/2255] lr: 1.1250e-03 eta: 8:58:05 time: 1.9603 data_time: 0.0948 memory: 18620 grad_norm: 6.0251 loss: 1.4916 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 1.4916 2023/07/07 17:02:56 - mmengine - INFO - Epoch(train) [1][1320/2255] lr: 1.1250e-03 eta: 8:56:16 time: 1.6523 data_time: 0.0972 memory: 18620 grad_norm: 6.0074 loss: 1.4924 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 1.4924 2023/07/07 17:03:35 - mmengine - INFO - Epoch(train) [1][1340/2255] lr: 1.1250e-03 eta: 8:55:44 time: 1.9485 data_time: 0.0825 memory: 18620 grad_norm: 6.1393 loss: 1.6331 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.6897 recall@top3: 0.7931 prec@top3: 0.2644 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 1.6331 2023/07/07 17:04:10 - mmengine - INFO - Epoch(train) [1][1360/2255] lr: 1.1250e-03 eta: 8:54:16 time: 1.7248 data_time: 0.1055 memory: 18620 grad_norm: 5.9515 loss: 1.3855 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8108 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.3855 2023/07/07 17:04:46 - mmengine - INFO - Epoch(train) [1][1380/2255] lr: 1.1250e-03 eta: 8:53:12 time: 1.8171 data_time: 0.0951 memory: 18620 grad_norm: 6.0455 loss: 1.3612 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6429 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 1.3612 2023/07/07 17:05:20 - mmengine - INFO - Epoch(train) [1][1400/2255] lr: 1.1250e-03 eta: 8:51:40 time: 1.6925 data_time: 0.1037 memory: 18620 grad_norm: 5.8188 loss: 1.5029 recall@thr=0.5: 0.6207 prec@thr=0.5: 0.6207 recall@top3: 0.7586 prec@top3: 0.2529 recall@top5: 0.7931 prec@top5: 0.1586 loss_action_cls: 1.5029 2023/07/07 17:05:57 - mmengine - INFO - Epoch(train) [1][1420/2255] lr: 1.1250e-03 eta: 8:50:39 time: 1.8202 data_time: 0.1160 memory: 18620 grad_norm: 5.9256 loss: 1.4531 recall@thr=0.5: 0.5769 prec@thr=0.5: 0.5769 recall@top3: 0.7692 prec@top3: 0.2564 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 1.4531 2023/07/07 17:06:36 - mmengine - INFO - Epoch(train) [1][1440/2255] lr: 1.1250e-03 eta: 8:50:10 time: 1.9567 data_time: 0.0995 memory: 18620 grad_norm: 6.4741 loss: 1.5249 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.7647 prec@top3: 0.2549 recall@top5: 0.7941 prec@top5: 0.1588 loss_action_cls: 1.5249 2023/07/07 17:07:12 - mmengine - INFO - Epoch(train) [1][1460/2255] lr: 1.1250e-03 eta: 8:49:10 time: 1.8235 data_time: 0.0952 memory: 18620 grad_norm: 6.0565 loss: 1.4002 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7143 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 1.4002 2023/07/07 17:07:52 - mmengine - INFO - Epoch(train) [1][1480/2255] lr: 1.1250e-03 eta: 8:48:54 time: 2.0130 data_time: 0.1101 memory: 18620 grad_norm: 5.8015 loss: 1.4604 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 1.4604 2023/07/07 17:08:26 - mmengine - INFO - Epoch(train) [1][1500/2255] lr: 1.1250e-03 eta: 8:47:21 time: 1.6666 data_time: 0.0853 memory: 18620 grad_norm: 5.9883 loss: 1.3492 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.6458 recall@top3: 0.8542 prec@top3: 0.2847 recall@top5: 0.8542 prec@top5: 0.1708 loss_action_cls: 1.3492 2023/07/07 17:09:02 - mmengine - INFO - Epoch(train) [1][1520/2255] lr: 1.1250e-03 eta: 8:46:18 time: 1.8017 data_time: 0.1209 memory: 18620 grad_norm: 5.9897 loss: 1.5276 recall@thr=0.5: 0.4286 prec@thr=0.5: 0.4286 recall@top3: 0.6857 prec@top3: 0.2286 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.5276 2023/07/07 17:09:35 - mmengine - INFO - Epoch(train) [1][1540/2255] lr: 1.1250e-03 eta: 8:44:42 time: 1.6422 data_time: 0.1034 memory: 18620 grad_norm: 6.3407 loss: 1.6118 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.5357 recall@top3: 0.7143 prec@top3: 0.2381 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 1.6118 2023/07/07 17:10:15 - mmengine - INFO - Epoch(train) [1][1560/2255] lr: 1.1250e-03 eta: 8:44:29 time: 2.0251 data_time: 0.1369 memory: 18620 grad_norm: 6.0372 loss: 1.5958 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.6944 recall@top3: 0.7222 prec@top3: 0.2407 recall@top5: 0.8056 prec@top5: 0.1611 loss_action_cls: 1.5958 2023/07/07 17:10:49 - mmengine - INFO - Epoch(train) [1][1580/2255] lr: 1.1250e-03 eta: 8:43:04 time: 1.6859 data_time: 0.0956 memory: 18620 grad_norm: 5.9244 loss: 1.5120 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.6957 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 1.5120 2023/07/07 17:11:28 - mmengine - INFO - Epoch(train) [1][1600/2255] lr: 1.1250e-03 eta: 8:42:38 time: 1.9644 data_time: 0.2828 memory: 18620 grad_norm: 5.8996 loss: 1.3751 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.6970 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.9697 prec@top5: 0.1939 loss_action_cls: 1.3751 2023/07/07 17:12:01 - mmengine - INFO - Epoch(train) [1][1620/2255] lr: 1.1250e-03 eta: 8:41:07 time: 1.6497 data_time: 0.1350 memory: 18620 grad_norm: 6.0915 loss: 1.5935 recall@thr=0.5: 0.4706 prec@thr=0.5: 0.4706 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9706 prec@top5: 0.1941 loss_action_cls: 1.5935 2023/07/07 17:12:42 - mmengine - INFO - Epoch(train) [1][1640/2255] lr: 1.1250e-03 eta: 8:40:54 time: 2.0293 data_time: 0.2094 memory: 18620 grad_norm: 6.0530 loss: 1.3613 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7083 recall@top3: 0.7917 prec@top3: 0.2639 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.3613 2023/07/07 17:13:15 - mmengine - INFO - Epoch(train) [1][1660/2255] lr: 1.1250e-03 eta: 8:39:27 time: 1.6592 data_time: 0.3651 memory: 18620 grad_norm: 5.6743 loss: 1.5645 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.5645 2023/07/07 17:13:53 - mmengine - INFO - Epoch(train) [1][1680/2255] lr: 1.1250e-03 eta: 8:38:50 time: 1.9038 data_time: 0.7942 memory: 18620 grad_norm: 5.7623 loss: 1.3379 recall@thr=0.5: 0.3846 prec@thr=0.5: 0.3846 recall@top3: 0.7308 prec@top3: 0.2436 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 1.3379 2023/07/07 17:14:27 - mmengine - INFO - Epoch(train) [1][1700/2255] lr: 1.1250e-03 eta: 8:37:29 time: 1.6829 data_time: 0.4729 memory: 18620 grad_norm: 5.8827 loss: 1.5989 recall@thr=0.5: 0.4688 prec@thr=0.5: 0.4687 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7812 prec@top5: 0.1562 loss_action_cls: 1.5989 2023/07/07 17:15:04 - mmengine - INFO - Epoch(train) [1][1720/2255] lr: 1.1250e-03 eta: 8:36:45 time: 1.8697 data_time: 0.4384 memory: 18620 grad_norm: 5.9998 loss: 1.5269 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8864 prec@top3: 0.2955 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 1.5269 2023/07/07 17:15:43 - mmengine - INFO - Epoch(train) [1][1740/2255] lr: 1.1250e-03 eta: 8:36:15 time: 1.9374 data_time: 0.1997 memory: 18620 grad_norm: 5.8359 loss: 1.5041 recall@thr=0.5: 0.4545 prec@thr=0.5: 0.4545 recall@top3: 0.6364 prec@top3: 0.2121 recall@top5: 0.7576 prec@top5: 0.1515 loss_action_cls: 1.5041 2023/07/07 17:16:18 - mmengine - INFO - Epoch(train) [1][1760/2255] lr: 1.1250e-03 eta: 8:35:09 time: 1.7523 data_time: 0.1834 memory: 18620 grad_norm: 5.9705 loss: 1.5378 recall@thr=0.5: 0.5926 prec@thr=0.5: 0.5926 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 1.5378 2023/07/07 17:16:54 - mmengine - INFO - Epoch(train) [1][1780/2255] lr: 1.1250e-03 eta: 8:34:17 time: 1.8236 data_time: 0.1797 memory: 18620 grad_norm: 5.9602 loss: 1.4938 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6400 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8800 prec@top5: 0.1760 loss_action_cls: 1.4938 2023/07/07 17:17:31 - mmengine - INFO - Epoch(train) [1][1800/2255] lr: 1.1250e-03 eta: 8:33:30 time: 1.8435 data_time: 0.6697 memory: 18620 grad_norm: 5.8760 loss: 1.3695 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.3695 2023/07/07 17:18:03 - mmengine - INFO - Epoch(train) [1][1820/2255] lr: 1.1250e-03 eta: 8:32:01 time: 1.6123 data_time: 0.3473 memory: 18620 grad_norm: 5.7519 loss: 1.3480 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.5357 recall@top3: 0.7143 prec@top3: 0.2381 recall@top5: 0.7857 prec@top5: 0.1571 loss_action_cls: 1.3480 2023/07/07 17:18:40 - mmengine - INFO - Epoch(train) [1][1840/2255] lr: 1.1250e-03 eta: 8:31:08 time: 1.8067 data_time: 0.4039 memory: 18620 grad_norm: 6.0858 loss: 1.3831 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8437 recall@top3: 0.9688 prec@top3: 0.3229 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.3831 2023/07/07 17:19:17 - mmengine - INFO - Epoch(train) [1][1860/2255] lr: 1.1250e-03 eta: 8:30:26 time: 1.8699 data_time: 0.0937 memory: 18620 grad_norm: 5.6419 loss: 1.4888 recall@thr=0.5: 0.5854 prec@thr=0.5: 0.5854 recall@top3: 0.7073 prec@top3: 0.2358 recall@top5: 0.7805 prec@top5: 0.1561 loss_action_cls: 1.4888 2023/07/07 17:19:54 - mmengine - INFO - Epoch(train) [1][1880/2255] lr: 1.1250e-03 eta: 8:29:44 time: 1.8716 data_time: 0.0917 memory: 18620 grad_norm: 5.9876 loss: 1.3455 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.6842 recall@top3: 0.8421 prec@top3: 0.2807 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 1.3455 2023/07/07 17:20:28 - mmengine - INFO - Epoch(train) [1][1900/2255] lr: 1.1250e-03 eta: 8:28:33 time: 1.6961 data_time: 0.0809 memory: 18620 grad_norm: 5.6617 loss: 1.4307 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6333 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7667 prec@top5: 0.1533 loss_action_cls: 1.4307 2023/07/07 17:21:07 - mmengine - INFO - Epoch(train) [1][1920/2255] lr: 1.1250e-03 eta: 8:28:02 time: 1.9282 data_time: 0.1251 memory: 18620 grad_norm: 6.2035 loss: 1.2741 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7619 recall@top3: 0.9048 prec@top3: 0.3016 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 1.2741 2023/07/07 17:21:39 - mmengine - INFO - Epoch(train) [1][1940/2255] lr: 1.1250e-03 eta: 8:26:34 time: 1.5934 data_time: 0.1013 memory: 18620 grad_norm: 5.9193 loss: 1.3796 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 1.3796 2023/07/07 17:22:18 - mmengine - INFO - Epoch(train) [1][1960/2255] lr: 1.1250e-03 eta: 8:26:12 time: 1.9793 data_time: 0.0933 memory: 18620 grad_norm: 5.7588 loss: 1.2894 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.6522 recall@top3: 0.7826 prec@top3: 0.2609 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 1.2894 2023/07/07 17:22:52 - mmengine - INFO - Epoch(train) [1][1980/2255] lr: 1.1250e-03 eta: 8:25:03 time: 1.7011 data_time: 0.0791 memory: 18620 grad_norm: 5.3876 loss: 1.2661 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.6842 recall@top3: 0.8947 prec@top3: 0.2982 recall@top5: 0.9474 prec@top5: 0.1895 loss_action_cls: 1.2661 2023/07/07 17:23:32 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 17:23:32 - mmengine - INFO - Epoch(train) [1][2000/2255] lr: 1.1250e-03 eta: 8:24:38 time: 1.9620 data_time: 0.0835 memory: 18620 grad_norm: 5.6138 loss: 1.4324 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 1.4324 2023/07/07 17:24:03 - mmengine - INFO - Epoch(train) [1][2020/2255] lr: 1.1250e-03 eta: 8:23:08 time: 1.5582 data_time: 0.0851 memory: 18620 grad_norm: 5.9301 loss: 1.3060 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.3060 2023/07/07 17:24:41 - mmengine - INFO - Epoch(train) [1][2040/2255] lr: 1.1250e-03 eta: 8:22:31 time: 1.8937 data_time: 0.0906 memory: 18620 grad_norm: 5.7145 loss: 1.3723 recall@thr=0.5: 0.4839 prec@thr=0.5: 0.4839 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 1.3723 2023/07/07 17:25:13 - mmengine - INFO - Epoch(train) [1][2060/2255] lr: 1.1250e-03 eta: 8:21:10 time: 1.6042 data_time: 0.0892 memory: 18620 grad_norm: 5.8949 loss: 1.4831 recall@thr=0.5: 0.5862 prec@thr=0.5: 0.5862 recall@top3: 0.6897 prec@top3: 0.2299 recall@top5: 0.7931 prec@top5: 0.1586 loss_action_cls: 1.4831 2023/07/07 17:25:48 - mmengine - INFO - Epoch(train) [1][2080/2255] lr: 1.1250e-03 eta: 8:20:16 time: 1.7739 data_time: 0.0912 memory: 18620 grad_norm: 5.6775 loss: 1.4568 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7200 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.4568 2023/07/07 17:26:28 - mmengine - INFO - Epoch(train) [1][2100/2255] lr: 1.1250e-03 eta: 8:19:56 time: 1.9993 data_time: 0.0786 memory: 18620 grad_norm: 5.8518 loss: 1.3416 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6333 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 1.3416 2023/07/07 17:27:01 - mmengine - INFO - Epoch(train) [1][2120/2255] lr: 1.1250e-03 eta: 8:18:40 time: 1.6200 data_time: 0.0845 memory: 18620 grad_norm: 5.9831 loss: 1.3153 recall@thr=0.5: 0.6078 prec@thr=0.5: 0.6078 recall@top3: 0.7843 prec@top3: 0.2614 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 1.3153 2023/07/07 17:27:39 - mmengine - INFO - Epoch(train) [1][2140/2255] lr: 1.1250e-03 eta: 8:18:09 time: 1.9251 data_time: 0.0850 memory: 18620 grad_norm: 5.8100 loss: 1.3461 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.5417 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7917 prec@top5: 0.1583 loss_action_cls: 1.3461 2023/07/07 17:28:12 - mmengine - INFO - Epoch(train) [1][2160/2255] lr: 1.1250e-03 eta: 8:16:59 time: 1.6640 data_time: 0.0861 memory: 18620 grad_norm: 5.9153 loss: 1.3054 recall@thr=0.5: 0.6053 prec@thr=0.5: 0.6053 recall@top3: 0.7895 prec@top3: 0.2632 recall@top5: 0.8421 prec@top5: 0.1684 loss_action_cls: 1.3054 2023/07/07 17:28:51 - mmengine - INFO - Epoch(train) [1][2180/2255] lr: 1.1250e-03 eta: 8:16:31 time: 1.9421 data_time: 0.0817 memory: 18620 grad_norm: 5.5541 loss: 1.2750 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.9655 prec@top3: 0.3218 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 1.2750 2023/07/07 17:29:24 - mmengine - INFO - Epoch(train) [1][2200/2255] lr: 1.1250e-03 eta: 8:15:17 time: 1.6224 data_time: 0.0784 memory: 18620 grad_norm: 5.6628 loss: 1.2345 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 1.2345 2023/07/07 17:30:02 - mmengine - INFO - Epoch(train) [1][2220/2255] lr: 1.1250e-03 eta: 8:14:46 time: 1.9247 data_time: 0.0896 memory: 18620 grad_norm: 5.6528 loss: 1.4463 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.9545 prec@top3: 0.3182 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 1.4463 2023/07/07 17:30:36 - mmengine - INFO - Epoch(train) [1][2240/2255] lr: 1.1250e-03 eta: 8:13:41 time: 1.6782 data_time: 0.0851 memory: 18620 grad_norm: 5.7563 loss: 1.3036 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.6970 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 1.3036 2023/07/07 17:30:52 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 17:30:52 - mmengine - INFO - Epoch(train) [1][2255/2255] lr: 1.1250e-03 eta: 8:11:53 time: 1.1117 data_time: 0.0646 memory: 18620 grad_norm: 5.6837 loss: 1.3885 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.8636 prec@top5: 0.1727 loss_action_cls: 1.3885 2023/07/07 17:30:52 - mmengine - INFO - Saving checkpoint at 1 epochs 2023/07/07 17:31:02 - mmengine - INFO - Epoch(val) [1][ 20/12617] eta: 0:34:56 time: 0.1664 data_time: 0.1281 memory: 730 2023/07/07 17:31:03 - mmengine - INFO - Epoch(val) [1][ 40/12617] eta: 0:23:18 time: 0.0559 data_time: 0.0191 memory: 730 2023/07/07 17:31:04 - mmengine - INFO - Epoch(val) [1][ 60/12617] eta: 0:19:50 time: 0.0620 data_time: 0.0246 memory: 730 2023/07/07 17:31:05 - mmengine - INFO - Epoch(val) [1][ 80/12617] eta: 0:18:16 time: 0.0654 data_time: 0.0290 memory: 730 2023/07/07 17:31:07 - mmengine - INFO - Epoch(val) [1][ 100/12617] eta: 0:17:31 time: 0.0702 data_time: 0.0324 memory: 730 2023/07/07 17:31:08 - mmengine - INFO - Epoch(val) [1][ 120/12617] eta: 0:16:25 time: 0.0532 data_time: 0.0144 memory: 730 2023/07/07 17:31:09 - mmengine - INFO - Epoch(val) [1][ 140/12617] eta: 0:15:52 time: 0.0611 data_time: 0.0215 memory: 730 2023/07/07 17:31:10 - mmengine - INFO - Epoch(val) [1][ 160/12617] eta: 0:15:27 time: 0.0616 data_time: 0.0233 memory: 730 2023/07/07 17:31:12 - mmengine - INFO - Epoch(val) [1][ 180/12617] eta: 0:15:09 time: 0.0621 data_time: 0.0233 memory: 730 2023/07/07 17:31:13 - mmengine - INFO - Epoch(val) [1][ 200/12617] eta: 0:14:45 time: 0.0550 data_time: 0.0169 memory: 730 2023/07/07 17:31:14 - mmengine - INFO - Epoch(val) [1][ 220/12617] eta: 0:14:39 time: 0.0676 data_time: 0.0299 memory: 730 2023/07/07 17:31:15 - mmengine - INFO - Epoch(val) [1][ 240/12617] eta: 0:14:28 time: 0.0617 data_time: 0.0248 memory: 730 2023/07/07 17:31:17 - mmengine - INFO - Epoch(val) [1][ 260/12617] eta: 0:14:16 time: 0.0583 data_time: 0.0195 memory: 730 2023/07/07 17:31:18 - mmengine - INFO - Epoch(val) [1][ 280/12617] eta: 0:14:11 time: 0.0653 data_time: 0.0263 memory: 730 2023/07/07 17:31:19 - mmengine - INFO - Epoch(val) [1][ 300/12617] eta: 0:14:00 time: 0.0576 data_time: 0.0195 memory: 730 2023/07/07 17:31:20 - mmengine - INFO - Epoch(val) [1][ 320/12617] eta: 0:13:56 time: 0.0648 data_time: 0.0261 memory: 730 2023/07/07 17:31:22 - mmengine - INFO - Epoch(val) [1][ 340/12617] eta: 0:13:53 time: 0.0657 data_time: 0.0275 memory: 730 2023/07/07 17:31:23 - mmengine - INFO - Epoch(val) [1][ 360/12617] eta: 0:13:50 time: 0.0654 data_time: 0.0262 memory: 730 2023/07/07 17:31:24 - mmengine - INFO - Epoch(val) [1][ 380/12617] eta: 0:13:51 time: 0.0722 data_time: 0.0344 memory: 730 2023/07/07 17:31:26 - mmengine - INFO - Epoch(val) [1][ 400/12617] eta: 0:13:51 time: 0.0706 data_time: 0.0339 memory: 730 2023/07/07 17:31:27 - mmengine - INFO - Epoch(val) [1][ 420/12617] eta: 0:13:49 time: 0.0668 data_time: 0.0272 memory: 730 2023/07/07 17:31:29 - mmengine - INFO - Epoch(val) [1][ 440/12617] eta: 0:13:50 time: 0.0708 data_time: 0.0351 memory: 730 2023/07/07 17:31:30 - mmengine - INFO - Epoch(val) [1][ 460/12617] eta: 0:13:44 time: 0.0602 data_time: 0.0232 memory: 730 2023/07/07 17:31:31 - mmengine - INFO - Epoch(val) [1][ 480/12617] eta: 0:13:44 time: 0.0702 data_time: 0.0344 memory: 730 2023/07/07 17:31:32 - mmengine - INFO - Epoch(val) [1][ 500/12617] eta: 0:13:41 time: 0.0655 data_time: 0.0293 memory: 730 2023/07/07 17:31:34 - mmengine - INFO - Epoch(val) [1][ 520/12617] eta: 0:13:41 time: 0.0710 data_time: 0.0343 memory: 730 2023/07/07 17:31:35 - mmengine - INFO - Epoch(val) [1][ 540/12617] eta: 0:13:39 time: 0.0651 data_time: 0.0267 memory: 730 2023/07/07 17:31:36 - mmengine - INFO - Epoch(val) [1][ 560/12617] eta: 0:13:33 time: 0.0586 data_time: 0.0198 memory: 730 2023/07/07 17:31:38 - mmengine - INFO - Epoch(val) [1][ 580/12617] eta: 0:13:30 time: 0.0620 data_time: 0.0237 memory: 730 2023/07/07 17:31:39 - mmengine - INFO - Epoch(val) [1][ 600/12617] eta: 0:13:29 time: 0.0695 data_time: 0.0319 memory: 730 2023/07/07 17:31:40 - mmengine - INFO - Epoch(val) [1][ 620/12617] eta: 0:13:28 time: 0.0672 data_time: 0.0285 memory: 730 2023/07/07 17:31:42 - mmengine - INFO - Epoch(val) [1][ 640/12617] eta: 0:13:29 time: 0.0735 data_time: 0.0344 memory: 730 2023/07/07 17:31:43 - mmengine - INFO - Epoch(val) [1][ 660/12617] eta: 0:13:25 time: 0.0610 data_time: 0.0212 memory: 730 2023/07/07 17:31:45 - mmengine - INFO - Epoch(val) [1][ 680/12617] eta: 0:13:27 time: 0.0759 data_time: 0.0393 memory: 730 2023/07/07 17:31:46 - mmengine - INFO - Epoch(val) [1][ 700/12617] eta: 0:13:33 time: 0.0905 data_time: 0.0528 memory: 730 2023/07/07 17:31:48 - mmengine - INFO - Epoch(val) [1][ 720/12617] eta: 0:13:31 time: 0.0666 data_time: 0.0289 memory: 730 2023/07/07 17:31:49 - mmengine - INFO - Epoch(val) [1][ 740/12617] eta: 0:13:31 time: 0.0732 data_time: 0.0337 memory: 730 2023/07/07 17:31:51 - mmengine - INFO - Epoch(val) [1][ 760/12617] eta: 0:13:34 time: 0.0802 data_time: 0.0432 memory: 730 2023/07/07 17:31:53 - mmengine - INFO - Epoch(val) [1][ 780/12617] eta: 0:13:40 time: 0.0941 data_time: 0.0568 memory: 730 2023/07/07 17:31:54 - mmengine - INFO - Epoch(val) [1][ 800/12617] eta: 0:13:36 time: 0.0590 data_time: 0.0235 memory: 730 2023/07/07 17:31:55 - mmengine - INFO - Epoch(val) [1][ 820/12617] eta: 0:13:35 time: 0.0721 data_time: 0.0340 memory: 730 2023/07/07 17:31:57 - mmengine - INFO - Epoch(val) [1][ 840/12617] eta: 0:13:34 time: 0.0692 data_time: 0.0317 memory: 730 2023/07/07 17:31:58 - mmengine - INFO - Epoch(val) [1][ 860/12617] eta: 0:13:30 time: 0.0617 data_time: 0.0230 memory: 730 2023/07/07 17:31:59 - mmengine - INFO - Epoch(val) [1][ 880/12617] eta: 0:13:31 time: 0.0753 data_time: 0.0401 memory: 730 2023/07/07 17:32:01 - mmengine - INFO - Epoch(val) [1][ 900/12617] eta: 0:13:28 time: 0.0652 data_time: 0.0282 memory: 730 2023/07/07 17:32:02 - mmengine - INFO - Epoch(val) [1][ 920/12617] eta: 0:13:26 time: 0.0640 data_time: 0.0259 memory: 730 2023/07/07 17:32:03 - mmengine - INFO - Epoch(val) [1][ 940/12617] eta: 0:13:21 time: 0.0554 data_time: 0.0188 memory: 730 2023/07/07 17:32:05 - mmengine - INFO - Epoch(val) [1][ 960/12617] eta: 0:13:20 time: 0.0703 data_time: 0.0324 memory: 730 2023/07/07 17:32:06 - mmengine - INFO - Epoch(val) [1][ 980/12617] eta: 0:13:20 time: 0.0743 data_time: 0.0371 memory: 730 2023/07/07 17:32:08 - mmengine - INFO - Epoch(val) [1][ 1000/12617] eta: 0:13:21 time: 0.0795 data_time: 0.0432 memory: 730 2023/07/07 17:32:09 - mmengine - INFO - Epoch(val) [1][ 1020/12617] eta: 0:13:19 time: 0.0672 data_time: 0.0316 memory: 730 2023/07/07 17:32:10 - mmengine - INFO - Epoch(val) [1][ 1040/12617] eta: 0:13:15 time: 0.0559 data_time: 0.0173 memory: 730 2023/07/07 17:32:11 - mmengine - INFO - Epoch(val) [1][ 1060/12617] eta: 0:13:12 time: 0.0597 data_time: 0.0210 memory: 730 2023/07/07 17:32:13 - mmengine - INFO - Epoch(val) [1][ 1080/12617] eta: 0:13:14 time: 0.0838 data_time: 0.0460 memory: 730 2023/07/07 17:32:14 - mmengine - INFO - Epoch(val) [1][ 1100/12617] eta: 0:13:09 time: 0.0530 data_time: 0.0166 memory: 730 2023/07/07 17:32:16 - mmengine - INFO - Epoch(val) [1][ 1120/12617] eta: 0:13:09 time: 0.0746 data_time: 0.0399 memory: 730 2023/07/07 17:32:17 - mmengine - INFO - Epoch(val) [1][ 1140/12617] eta: 0:13:06 time: 0.0631 data_time: 0.0274 memory: 730 2023/07/07 17:32:18 - mmengine - INFO - Epoch(val) [1][ 1160/12617] eta: 0:13:05 time: 0.0711 data_time: 0.0322 memory: 730 2023/07/07 17:32:20 - mmengine - INFO - Epoch(val) [1][ 1180/12617] eta: 0:13:04 time: 0.0662 data_time: 0.0263 memory: 730 2023/07/07 17:32:21 - mmengine - INFO - Epoch(val) [1][ 1200/12617] eta: 0:13:03 time: 0.0751 data_time: 0.0379 memory: 730 2023/07/07 17:32:22 - mmengine - INFO - Epoch(val) [1][ 1220/12617] eta: 0:13:02 time: 0.0689 data_time: 0.0328 memory: 730 2023/07/07 17:32:24 - mmengine - INFO - Epoch(val) [1][ 1240/12617] eta: 0:13:01 time: 0.0697 data_time: 0.0333 memory: 730 2023/07/07 17:32:25 - mmengine - INFO - Epoch(val) [1][ 1260/12617] eta: 0:12:58 time: 0.0604 data_time: 0.0214 memory: 730 2023/07/07 17:32:26 - mmengine - INFO - Epoch(val) [1][ 1280/12617] eta: 0:12:57 time: 0.0710 data_time: 0.0315 memory: 730 2023/07/07 17:32:28 - mmengine - INFO - Epoch(val) [1][ 1300/12617] eta: 0:12:55 time: 0.0660 data_time: 0.0294 memory: 730 2023/07/07 17:32:29 - mmengine - INFO - Epoch(val) [1][ 1320/12617] eta: 0:12:55 time: 0.0756 data_time: 0.0388 memory: 730 2023/07/07 17:32:30 - mmengine - INFO - Epoch(val) [1][ 1340/12617] eta: 0:12:52 time: 0.0587 data_time: 0.0227 memory: 730 2023/07/07 17:32:32 - mmengine - INFO - Epoch(val) [1][ 1360/12617] eta: 0:12:50 time: 0.0615 data_time: 0.0246 memory: 730 2023/07/07 17:32:33 - mmengine - INFO - Epoch(val) [1][ 1380/12617] eta: 0:12:46 time: 0.0580 data_time: 0.0221 memory: 730 2023/07/07 17:32:34 - mmengine - INFO - Epoch(val) [1][ 1400/12617] eta: 0:12:45 time: 0.0685 data_time: 0.0319 memory: 730 2023/07/07 17:32:35 - mmengine - INFO - Epoch(val) [1][ 1420/12617] eta: 0:12:43 time: 0.0617 data_time: 0.0251 memory: 730 2023/07/07 17:32:37 - mmengine - INFO - Epoch(val) [1][ 1440/12617] eta: 0:12:42 time: 0.0701 data_time: 0.0316 memory: 730 2023/07/07 17:32:38 - mmengine - INFO - Epoch(val) [1][ 1460/12617] eta: 0:12:40 time: 0.0650 data_time: 0.0268 memory: 730 2023/07/07 17:32:39 - mmengine - INFO - Epoch(val) [1][ 1480/12617] eta: 0:12:38 time: 0.0643 data_time: 0.0292 memory: 730 2023/07/07 17:32:41 - mmengine - INFO - Epoch(val) [1][ 1500/12617] eta: 0:12:36 time: 0.0618 data_time: 0.0253 memory: 730 2023/07/07 17:32:42 - mmengine - INFO - Epoch(val) [1][ 1520/12617] eta: 0:12:37 time: 0.0837 data_time: 0.0468 memory: 730 2023/07/07 17:32:44 - mmengine - INFO - Epoch(val) [1][ 1540/12617] eta: 0:12:34 time: 0.0585 data_time: 0.0226 memory: 730 2023/07/07 17:32:45 - mmengine - INFO - Epoch(val) [1][ 1560/12617] eta: 0:12:34 time: 0.0795 data_time: 0.0428 memory: 730 2023/07/07 17:32:46 - mmengine - INFO - Epoch(val) [1][ 1580/12617] eta: 0:12:32 time: 0.0614 data_time: 0.0258 memory: 730 2023/07/07 17:32:48 - mmengine - INFO - Epoch(val) [1][ 1600/12617] eta: 0:12:31 time: 0.0701 data_time: 0.0332 memory: 730 2023/07/07 17:32:49 - mmengine - INFO - Epoch(val) [1][ 1620/12617] eta: 0:12:30 time: 0.0760 data_time: 0.0398 memory: 730 2023/07/07 17:32:51 - mmengine - INFO - Epoch(val) [1][ 1640/12617] eta: 0:12:30 time: 0.0730 data_time: 0.0377 memory: 730 2023/07/07 17:32:52 - mmengine - INFO - Epoch(val) [1][ 1660/12617] eta: 0:12:27 time: 0.0561 data_time: 0.0185 memory: 730 2023/07/07 17:32:53 - mmengine - INFO - Epoch(val) [1][ 1680/12617] eta: 0:12:27 time: 0.0790 data_time: 0.0428 memory: 730 2023/07/07 17:32:55 - mmengine - INFO - Epoch(val) [1][ 1700/12617] eta: 0:12:25 time: 0.0669 data_time: 0.0307 memory: 730 2023/07/07 17:32:56 - mmengine - INFO - Epoch(val) [1][ 1720/12617] eta: 0:12:23 time: 0.0590 data_time: 0.0209 memory: 730 2023/07/07 17:32:57 - mmengine - INFO - Epoch(val) [1][ 1740/12617] eta: 0:12:20 time: 0.0570 data_time: 0.0212 memory: 730 2023/07/07 17:32:58 - mmengine - INFO - Epoch(val) [1][ 1760/12617] eta: 0:12:18 time: 0.0661 data_time: 0.0266 memory: 730 2023/07/07 17:33:00 - mmengine - INFO - Epoch(val) [1][ 1780/12617] eta: 0:12:17 time: 0.0705 data_time: 0.0344 memory: 730 2023/07/07 17:33:01 - mmengine - INFO - Epoch(val) [1][ 1800/12617] eta: 0:12:15 time: 0.0582 data_time: 0.0202 memory: 730 2023/07/07 17:33:02 - mmengine - INFO - Epoch(val) [1][ 1820/12617] eta: 0:12:12 time: 0.0571 data_time: 0.0195 memory: 730 2023/07/07 17:33:03 - mmengine - INFO - Epoch(val) [1][ 1840/12617] eta: 0:12:10 time: 0.0641 data_time: 0.0259 memory: 730 2023/07/07 17:33:05 - mmengine - INFO - Epoch(val) [1][ 1860/12617] eta: 0:12:10 time: 0.0753 data_time: 0.0377 memory: 730 2023/07/07 17:33:07 - mmengine - INFO - Epoch(val) [1][ 1880/12617] eta: 0:12:09 time: 0.0769 data_time: 0.0397 memory: 730 2023/07/07 17:33:08 - mmengine - INFO - Epoch(val) [1][ 1900/12617] eta: 0:12:07 time: 0.0587 data_time: 0.0215 memory: 730 2023/07/07 17:33:09 - mmengine - INFO - Epoch(val) [1][ 1920/12617] eta: 0:12:06 time: 0.0697 data_time: 0.0333 memory: 730 2023/07/07 17:33:11 - mmengine - INFO - Epoch(val) [1][ 1940/12617] eta: 0:12:05 time: 0.0753 data_time: 0.0378 memory: 730 2023/07/07 17:33:12 - mmengine - INFO - Epoch(val) [1][ 1960/12617] eta: 0:12:04 time: 0.0650 data_time: 0.0278 memory: 730 2023/07/07 17:33:13 - mmengine - INFO - Epoch(val) [1][ 1980/12617] eta: 0:12:02 time: 0.0660 data_time: 0.0284 memory: 730 2023/07/07 17:33:15 - mmengine - INFO - Epoch(val) [1][ 2000/12617] eta: 0:12:01 time: 0.0747 data_time: 0.0373 memory: 730 2023/07/07 17:33:16 - mmengine - INFO - Epoch(val) [1][ 2020/12617] eta: 0:12:00 time: 0.0656 data_time: 0.0267 memory: 730 2023/07/07 17:33:18 - mmengine - INFO - Epoch(val) [1][ 2040/12617] eta: 0:11:59 time: 0.0776 data_time: 0.0388 memory: 730 2023/07/07 17:33:19 - mmengine - INFO - Epoch(val) [1][ 2060/12617] eta: 0:11:57 time: 0.0541 data_time: 0.0170 memory: 730 2023/07/07 17:33:20 - mmengine - INFO - Epoch(val) [1][ 2080/12617] eta: 0:11:55 time: 0.0616 data_time: 0.0242 memory: 730 2023/07/07 17:33:21 - mmengine - INFO - Epoch(val) [1][ 2100/12617] eta: 0:11:54 time: 0.0728 data_time: 0.0368 memory: 730 2023/07/07 17:33:23 - mmengine - INFO - Epoch(val) [1][ 2120/12617] eta: 0:11:52 time: 0.0655 data_time: 0.0278 memory: 730 2023/07/07 17:33:24 - mmengine - INFO - Epoch(val) [1][ 2140/12617] eta: 0:11:50 time: 0.0580 data_time: 0.0213 memory: 730 2023/07/07 17:33:25 - mmengine - INFO - Epoch(val) [1][ 2160/12617] eta: 0:11:48 time: 0.0660 data_time: 0.0284 memory: 730 2023/07/07 17:33:26 - mmengine - INFO - Epoch(val) [1][ 2180/12617] eta: 0:11:47 time: 0.0646 data_time: 0.0282 memory: 730 2023/07/07 17:33:28 - mmengine - INFO - Epoch(val) [1][ 2200/12617] eta: 0:11:45 time: 0.0690 data_time: 0.0325 memory: 730 2023/07/07 17:33:29 - mmengine - INFO - Epoch(val) [1][ 2220/12617] eta: 0:11:43 time: 0.0606 data_time: 0.0238 memory: 730 2023/07/07 17:33:31 - mmengine - INFO - Epoch(val) [1][ 2240/12617] eta: 0:11:42 time: 0.0724 data_time: 0.0366 memory: 730 2023/07/07 17:33:32 - mmengine - INFO - Epoch(val) [1][ 2260/12617] eta: 0:11:41 time: 0.0633 data_time: 0.0258 memory: 730 2023/07/07 17:33:33 - mmengine - INFO - Epoch(val) [1][ 2280/12617] eta: 0:11:40 time: 0.0728 data_time: 0.0368 memory: 730 2023/07/07 17:33:34 - mmengine - INFO - Epoch(val) [1][ 2300/12617] eta: 0:11:38 time: 0.0617 data_time: 0.0254 memory: 730 2023/07/07 17:33:36 - mmengine - INFO - Epoch(val) [1][ 2320/12617] eta: 0:11:36 time: 0.0669 data_time: 0.0317 memory: 730 2023/07/07 17:33:37 - mmengine - INFO - Epoch(val) [1][ 2340/12617] eta: 0:11:34 time: 0.0593 data_time: 0.0238 memory: 730 2023/07/07 17:33:38 - mmengine - INFO - Epoch(val) [1][ 2360/12617] eta: 0:11:33 time: 0.0684 data_time: 0.0317 memory: 730 2023/07/07 17:33:40 - mmengine - INFO - Epoch(val) [1][ 2380/12617] eta: 0:11:32 time: 0.0667 data_time: 0.0306 memory: 730 2023/07/07 17:33:41 - mmengine - INFO - Epoch(val) [1][ 2400/12617] eta: 0:11:30 time: 0.0635 data_time: 0.0280 memory: 730 2023/07/07 17:33:42 - mmengine - INFO - Epoch(val) [1][ 2420/12617] eta: 0:11:28 time: 0.0660 data_time: 0.0290 memory: 730 2023/07/07 17:33:44 - mmengine - INFO - Epoch(val) [1][ 2440/12617] eta: 0:11:26 time: 0.0597 data_time: 0.0242 memory: 730 2023/07/07 17:33:45 - mmengine - INFO - Epoch(val) [1][ 2460/12617] eta: 0:11:25 time: 0.0677 data_time: 0.0305 memory: 730 2023/07/07 17:33:46 - mmengine - INFO - Epoch(val) [1][ 2480/12617] eta: 0:11:23 time: 0.0617 data_time: 0.0246 memory: 730 2023/07/07 17:33:47 - mmengine - INFO - Epoch(val) [1][ 2500/12617] eta: 0:11:22 time: 0.0696 data_time: 0.0330 memory: 730 2023/07/07 17:33:49 - mmengine - INFO - Epoch(val) [1][ 2520/12617] eta: 0:11:21 time: 0.0713 data_time: 0.0330 memory: 730 2023/07/07 17:33:50 - mmengine - INFO - Epoch(val) [1][ 2540/12617] eta: 0:11:20 time: 0.0755 data_time: 0.0385 memory: 730 2023/07/07 17:33:52 - mmengine - INFO - Epoch(val) [1][ 2560/12617] eta: 0:11:19 time: 0.0680 data_time: 0.0322 memory: 730 2023/07/07 17:33:53 - mmengine - INFO - Epoch(val) [1][ 2580/12617] eta: 0:11:18 time: 0.0682 data_time: 0.0317 memory: 730 2023/07/07 17:33:54 - mmengine - INFO - Epoch(val) [1][ 2600/12617] eta: 0:11:16 time: 0.0588 data_time: 0.0222 memory: 730 2023/07/07 17:33:56 - mmengine - INFO - Epoch(val) [1][ 2620/12617] eta: 0:11:15 time: 0.0767 data_time: 0.0412 memory: 730 2023/07/07 17:33:57 - mmengine - INFO - Epoch(val) [1][ 2640/12617] eta: 0:11:14 time: 0.0703 data_time: 0.0331 memory: 730 2023/07/07 17:33:59 - mmengine - INFO - Epoch(val) [1][ 2660/12617] eta: 0:11:13 time: 0.0697 data_time: 0.0341 memory: 730 2023/07/07 17:34:00 - mmengine - INFO - Epoch(val) [1][ 2680/12617] eta: 0:11:11 time: 0.0585 data_time: 0.0220 memory: 730 2023/07/07 17:34:01 - mmengine - INFO - Epoch(val) [1][ 2700/12617] eta: 0:11:09 time: 0.0685 data_time: 0.0319 memory: 730 2023/07/07 17:34:02 - mmengine - INFO - Epoch(val) [1][ 2720/12617] eta: 0:11:07 time: 0.0579 data_time: 0.0216 memory: 730 2023/07/07 17:34:04 - mmengine - INFO - Epoch(val) [1][ 2740/12617] eta: 0:11:06 time: 0.0725 data_time: 0.0361 memory: 730 2023/07/07 17:34:05 - mmengine - INFO - Epoch(val) [1][ 2760/12617] eta: 0:11:04 time: 0.0583 data_time: 0.0203 memory: 730 2023/07/07 17:34:06 - mmengine - INFO - Epoch(val) [1][ 2780/12617] eta: 0:11:03 time: 0.0665 data_time: 0.0317 memory: 730 2023/07/07 17:34:08 - mmengine - INFO - Epoch(val) [1][ 2800/12617] eta: 0:11:02 time: 0.0722 data_time: 0.0369 memory: 730 2023/07/07 17:34:09 - 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mmengine - INFO - Epoch(val) [1][ 3160/12617] eta: 0:10:39 time: 0.0688 data_time: 0.0342 memory: 730 2023/07/07 17:34:34 - mmengine - INFO - Epoch(val) [1][ 3180/12617] eta: 0:10:38 time: 0.0681 data_time: 0.0321 memory: 730 2023/07/07 17:34:35 - mmengine - INFO - Epoch(val) [1][ 3200/12617] eta: 0:10:36 time: 0.0581 data_time: 0.0224 memory: 730 2023/07/07 17:34:37 - mmengine - INFO - Epoch(val) [1][ 3220/12617] eta: 0:10:35 time: 0.0734 data_time: 0.0380 memory: 730 2023/07/07 17:34:38 - mmengine - INFO - Epoch(val) [1][ 3240/12617] eta: 0:10:33 time: 0.0667 data_time: 0.0310 memory: 730 2023/07/07 17:34:39 - mmengine - INFO - Epoch(val) [1][ 3260/12617] eta: 0:10:32 time: 0.0627 data_time: 0.0271 memory: 730 2023/07/07 17:34:41 - mmengine - INFO - Epoch(val) [1][ 3280/12617] eta: 0:10:30 time: 0.0656 data_time: 0.0290 memory: 730 2023/07/07 17:34:42 - mmengine - INFO - Epoch(val) [1][ 3300/12617] eta: 0:10:29 time: 0.0748 data_time: 0.0400 memory: 730 2023/07/07 17:34:43 - mmengine - INFO - Epoch(val) [1][ 3320/12617] eta: 0:10:28 time: 0.0645 data_time: 0.0292 memory: 730 2023/07/07 17:34:45 - mmengine - INFO - Epoch(val) [1][ 3340/12617] eta: 0:10:27 time: 0.0711 data_time: 0.0349 memory: 730 2023/07/07 17:34:46 - mmengine - INFO - Epoch(val) [1][ 3360/12617] eta: 0:10:25 time: 0.0630 data_time: 0.0270 memory: 730 2023/07/07 17:34:47 - mmengine - INFO - Epoch(val) [1][ 3380/12617] eta: 0:10:24 time: 0.0728 data_time: 0.0377 memory: 730 2023/07/07 17:34:49 - mmengine - INFO - Epoch(val) [1][ 3400/12617] eta: 0:10:22 time: 0.0587 data_time: 0.0231 memory: 730 2023/07/07 17:34:50 - mmengine - INFO - Epoch(val) [1][ 3420/12617] eta: 0:10:21 time: 0.0616 data_time: 0.0263 memory: 730 2023/07/07 17:34:51 - mmengine - INFO - Epoch(val) [1][ 3440/12617] eta: 0:10:19 time: 0.0554 data_time: 0.0194 memory: 730 2023/07/07 17:34:52 - mmengine - INFO - Epoch(val) [1][ 3460/12617] eta: 0:10:18 time: 0.0738 data_time: 0.0372 memory: 730 2023/07/07 17:34:54 - mmengine - INFO - Epoch(val) [1][ 3480/12617] eta: 0:10:16 time: 0.0577 data_time: 0.0211 memory: 730 2023/07/07 17:34:55 - mmengine - INFO - Epoch(val) [1][ 3500/12617] eta: 0:10:15 time: 0.0761 data_time: 0.0409 memory: 730 2023/07/07 17:34:56 - mmengine - INFO - Epoch(val) [1][ 3520/12617] eta: 0:10:13 time: 0.0614 data_time: 0.0256 memory: 730 2023/07/07 17:34:58 - mmengine - INFO - Epoch(val) [1][ 3540/12617] eta: 0:10:12 time: 0.0723 data_time: 0.0363 memory: 730 2023/07/07 17:34:59 - mmengine - INFO - Epoch(val) [1][ 3560/12617] eta: 0:10:10 time: 0.0626 data_time: 0.0264 memory: 730 2023/07/07 17:35:01 - mmengine - INFO - Epoch(val) [1][ 3580/12617] eta: 0:10:09 time: 0.0716 data_time: 0.0354 memory: 730 2023/07/07 17:35:02 - mmengine - INFO - Epoch(val) [1][ 3600/12617] eta: 0:10:08 time: 0.0629 data_time: 0.0266 memory: 730 2023/07/07 17:35:03 - mmengine - INFO - Epoch(val) [1][ 3620/12617] eta: 0:10:07 time: 0.0711 data_time: 0.0349 memory: 730 2023/07/07 17:35:05 - mmengine - INFO - Epoch(val) [1][ 3640/12617] eta: 0:10:05 time: 0.0682 data_time: 0.0310 memory: 730 2023/07/07 17:35:06 - mmengine - INFO - Epoch(val) [1][ 3660/12617] eta: 0:10:04 time: 0.0704 data_time: 0.0345 memory: 730 2023/07/07 17:35:07 - mmengine - INFO - Epoch(val) [1][ 3680/12617] eta: 0:10:02 time: 0.0598 data_time: 0.0227 memory: 730 2023/07/07 17:35:09 - mmengine - INFO - Epoch(val) [1][ 3700/12617] eta: 0:10:01 time: 0.0694 data_time: 0.0338 memory: 730 2023/07/07 17:35:10 - mmengine - INFO - Epoch(val) [1][ 3720/12617] eta: 0:10:00 time: 0.0658 data_time: 0.0291 memory: 730 2023/07/07 17:35:11 - mmengine - INFO - Epoch(val) [1][ 3740/12617] eta: 0:09:59 time: 0.0741 data_time: 0.0381 memory: 730 2023/07/07 17:35:13 - mmengine - INFO - Epoch(val) [1][ 3760/12617] eta: 0:09:57 time: 0.0642 data_time: 0.0282 memory: 730 2023/07/07 17:35:14 - mmengine - INFO - Epoch(val) [1][ 3780/12617] eta: 0:09:55 time: 0.0617 data_time: 0.0268 memory: 730 2023/07/07 17:35:15 - mmengine - INFO - Epoch(val) [1][ 3800/12617] eta: 0:09:54 time: 0.0590 data_time: 0.0241 memory: 730 2023/07/07 17:35:17 - mmengine - INFO - Epoch(val) [1][ 3820/12617] eta: 0:09:53 time: 0.0718 data_time: 0.0360 memory: 730 2023/07/07 17:35:18 - mmengine - INFO - Epoch(val) [1][ 3840/12617] eta: 0:09:50 time: 0.0491 data_time: 0.0126 memory: 730 2023/07/07 17:35:19 - mmengine - INFO - Epoch(val) [1][ 3860/12617] eta: 0:09:49 time: 0.0596 data_time: 0.0237 memory: 730 2023/07/07 17:35:20 - mmengine - INFO - Epoch(val) [1][ 3880/12617] eta: 0:09:47 time: 0.0637 data_time: 0.0267 memory: 730 2023/07/07 17:35:21 - mmengine - INFO - Epoch(val) [1][ 3900/12617] eta: 0:09:46 time: 0.0743 data_time: 0.0374 memory: 730 2023/07/07 17:35:23 - mmengine - INFO - Epoch(val) [1][ 3920/12617] eta: 0:09:45 time: 0.0742 data_time: 0.0387 memory: 730 2023/07/07 17:35:24 - mmengine - INFO - Epoch(val) [1][ 3940/12617] eta: 0:09:44 time: 0.0739 data_time: 0.0368 memory: 730 2023/07/07 17:35:26 - mmengine - INFO - Epoch(val) [1][ 3960/12617] eta: 0:09:43 time: 0.0735 data_time: 0.0382 memory: 730 2023/07/07 17:35:27 - mmengine - INFO - Epoch(val) [1][ 3980/12617] eta: 0:09:42 time: 0.0735 data_time: 0.0369 memory: 730 2023/07/07 17:35:29 - mmengine - INFO - Epoch(val) [1][ 4000/12617] eta: 0:09:41 time: 0.0836 data_time: 0.0481 memory: 730 2023/07/07 17:35:30 - mmengine - INFO - Epoch(val) [1][ 4020/12617] eta: 0:09:39 time: 0.0581 data_time: 0.0214 memory: 730 2023/07/07 17:35:32 - mmengine - INFO - Epoch(val) [1][ 4040/12617] eta: 0:09:38 time: 0.0648 data_time: 0.0280 memory: 730 2023/07/07 17:35:33 - mmengine - INFO - Epoch(val) [1][ 4060/12617] eta: 0:09:36 time: 0.0607 data_time: 0.0247 memory: 730 2023/07/07 17:35:34 - mmengine - INFO - Epoch(val) [1][ 4080/12617] eta: 0:09:35 time: 0.0704 data_time: 0.0344 memory: 730 2023/07/07 17:35:36 - mmengine - INFO - Epoch(val) [1][ 4100/12617] eta: 0:09:34 time: 0.0698 data_time: 0.0340 memory: 730 2023/07/07 17:35:37 - mmengine - INFO - Epoch(val) [1][ 4120/12617] eta: 0:09:32 time: 0.0638 data_time: 0.0287 memory: 730 2023/07/07 17:35:38 - mmengine - INFO - Epoch(val) [1][ 4140/12617] eta: 0:09:31 time: 0.0705 data_time: 0.0357 memory: 730 2023/07/07 17:35:40 - mmengine - INFO - Epoch(val) [1][ 4160/12617] eta: 0:09:30 time: 0.0732 data_time: 0.0380 memory: 730 2023/07/07 17:35:41 - mmengine - INFO - Epoch(val) [1][ 4180/12617] eta: 0:09:29 time: 0.0651 data_time: 0.0288 memory: 730 2023/07/07 17:35:43 - mmengine - INFO - Epoch(val) [1][ 4200/12617] eta: 0:09:28 time: 0.0746 data_time: 0.0381 memory: 730 2023/07/07 17:35:44 - mmengine - INFO - Epoch(val) [1][ 4220/12617] eta: 0:09:26 time: 0.0653 data_time: 0.0299 memory: 730 2023/07/07 17:35:45 - mmengine - INFO - Epoch(val) [1][ 4240/12617] eta: 0:09:25 time: 0.0780 data_time: 0.0426 memory: 730 2023/07/07 17:35:47 - mmengine - INFO - Epoch(val) [1][ 4260/12617] eta: 0:09:24 time: 0.0620 data_time: 0.0268 memory: 730 2023/07/07 17:35:48 - mmengine - INFO - Epoch(val) [1][ 4280/12617] eta: 0:09:22 time: 0.0693 data_time: 0.0315 memory: 730 2023/07/07 17:35:49 - mmengine - INFO - Epoch(val) [1][ 4300/12617] eta: 0:09:21 time: 0.0561 data_time: 0.0200 memory: 730 2023/07/07 17:35:51 - mmengine - INFO - Epoch(val) [1][ 4320/12617] eta: 0:09:20 time: 0.0778 data_time: 0.0430 memory: 730 2023/07/07 17:35:52 - mmengine - INFO - Epoch(val) [1][ 4340/12617] eta: 0:09:18 time: 0.0664 data_time: 0.0313 memory: 730 2023/07/07 17:35:54 - mmengine - INFO - Epoch(val) [1][ 4360/12617] eta: 0:09:17 time: 0.0743 data_time: 0.0373 memory: 730 2023/07/07 17:35:55 - mmengine - INFO - Epoch(val) [1][ 4380/12617] eta: 0:09:16 time: 0.0615 data_time: 0.0242 memory: 730 2023/07/07 17:35:56 - mmengine - INFO - Epoch(val) [1][ 4400/12617] eta: 0:09:14 time: 0.0730 data_time: 0.0359 memory: 730 2023/07/07 17:35:58 - mmengine - INFO - Epoch(val) [1][ 4420/12617] eta: 0:09:13 time: 0.0771 data_time: 0.0419 memory: 730 2023/07/07 17:36:00 - mmengine - INFO - Epoch(val) [1][ 4440/12617] eta: 0:09:13 time: 0.0902 data_time: 0.0534 memory: 730 2023/07/07 17:36:01 - mmengine - INFO - Epoch(val) [1][ 4460/12617] eta: 0:09:12 time: 0.0819 data_time: 0.0462 memory: 730 2023/07/07 17:36:03 - mmengine - INFO - Epoch(val) [1][ 4480/12617] eta: 0:09:11 time: 0.0781 data_time: 0.0420 memory: 730 2023/07/07 17:36:05 - mmengine - INFO - Epoch(val) [1][ 4500/12617] eta: 0:09:10 time: 0.0876 data_time: 0.0524 memory: 730 2023/07/07 17:36:06 - 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INFO - Epoch(val) [1][ 5020/12617] eta: 0:08:59 time: 0.0778 data_time: 0.0417 memory: 730 2023/07/07 17:36:57 - mmengine - INFO - Epoch(val) [1][ 5040/12617] eta: 0:08:58 time: 0.0799 data_time: 0.0408 memory: 730 2023/07/07 17:36:59 - mmengine - INFO - Epoch(val) [1][ 5060/12617] eta: 0:08:57 time: 0.0811 data_time: 0.0457 memory: 730 2023/07/07 17:37:00 - mmengine - INFO - Epoch(val) [1][ 5080/12617] eta: 0:08:55 time: 0.0628 data_time: 0.0267 memory: 730 2023/07/07 17:37:02 - mmengine - INFO - Epoch(val) [1][ 5100/12617] eta: 0:08:54 time: 0.0797 data_time: 0.0440 memory: 730 2023/07/07 17:37:04 - mmengine - INFO - Epoch(val) [1][ 5120/12617] eta: 0:08:53 time: 0.0818 data_time: 0.0448 memory: 730 2023/07/07 17:37:05 - mmengine - INFO - Epoch(val) [1][ 5140/12617] eta: 0:08:51 time: 0.0677 data_time: 0.0329 memory: 730 2023/07/07 17:37:06 - mmengine - INFO - Epoch(val) [1][ 5160/12617] eta: 0:08:50 time: 0.0592 data_time: 0.0242 memory: 730 2023/07/07 17:37:08 - mmengine - INFO - Epoch(val) [1][ 5180/12617] eta: 0:08:49 time: 0.0824 data_time: 0.0469 memory: 730 2023/07/07 17:37:09 - mmengine - INFO - Epoch(val) [1][ 5200/12617] eta: 0:08:47 time: 0.0804 data_time: 0.0452 memory: 730 2023/07/07 17:37:11 - mmengine - INFO - Epoch(val) [1][ 5220/12617] eta: 0:08:46 time: 0.0732 data_time: 0.0375 memory: 730 2023/07/07 17:37:12 - mmengine - INFO - Epoch(val) [1][ 5240/12617] eta: 0:08:44 time: 0.0670 data_time: 0.0294 memory: 730 2023/07/07 17:37:13 - mmengine - INFO - Epoch(val) [1][ 5260/12617] eta: 0:08:43 time: 0.0667 data_time: 0.0297 memory: 730 2023/07/07 17:37:15 - mmengine - INFO - Epoch(val) [1][ 5280/12617] eta: 0:08:41 time: 0.0678 data_time: 0.0304 memory: 730 2023/07/07 17:37:16 - mmengine - INFO - Epoch(val) [1][ 5300/12617] eta: 0:08:40 time: 0.0638 data_time: 0.0279 memory: 730 2023/07/07 17:37:17 - mmengine - INFO - Epoch(val) [1][ 5320/12617] eta: 0:08:38 time: 0.0686 data_time: 0.0330 memory: 730 2023/07/07 17:37:19 - mmengine - INFO - Epoch(val) [1][ 5340/12617] eta: 0:08:36 time: 0.0566 data_time: 0.0210 memory: 730 2023/07/07 17:37:20 - mmengine - 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mmengine - INFO - Epoch(val) [1][ 5540/12617] eta: 0:08:25 time: 0.1104 data_time: 0.0741 memory: 730 2023/07/07 17:37:37 - mmengine - INFO - Epoch(val) [1][ 5560/12617] eta: 0:08:24 time: 0.0940 data_time: 0.0589 memory: 730 2023/07/07 17:37:38 - mmengine - INFO - Epoch(val) [1][ 5580/12617] eta: 0:08:22 time: 0.0598 data_time: 0.0247 memory: 730 2023/07/07 17:37:39 - mmengine - INFO - Epoch(val) [1][ 5600/12617] eta: 0:08:21 time: 0.0659 data_time: 0.0298 memory: 730 2023/07/07 17:37:41 - mmengine - INFO - Epoch(val) [1][ 5620/12617] eta: 0:08:19 time: 0.0654 data_time: 0.0296 memory: 730 2023/07/07 17:37:42 - mmengine - INFO - Epoch(val) [1][ 5640/12617] eta: 0:08:18 time: 0.0777 data_time: 0.0424 memory: 730 2023/07/07 17:37:44 - mmengine - INFO - Epoch(val) [1][ 5660/12617] eta: 0:08:16 time: 0.0711 data_time: 0.0347 memory: 730 2023/07/07 17:37:45 - mmengine - INFO - Epoch(val) [1][ 5680/12617] eta: 0:08:15 time: 0.0890 data_time: 0.0524 memory: 730 2023/07/07 17:37:47 - mmengine - INFO - Epoch(val) [1][ 5700/12617] eta: 0:08:14 time: 0.0732 data_time: 0.0361 memory: 730 2023/07/07 17:37:48 - mmengine - INFO - Epoch(val) [1][ 5720/12617] eta: 0:08:13 time: 0.0701 data_time: 0.0339 memory: 730 2023/07/07 17:37:50 - mmengine - INFO - Epoch(val) [1][ 5740/12617] eta: 0:08:11 time: 0.0627 data_time: 0.0277 memory: 730 2023/07/07 17:37:51 - mmengine - INFO - Epoch(val) [1][ 5760/12617] eta: 0:08:10 time: 0.0837 data_time: 0.0476 memory: 730 2023/07/07 17:37:52 - mmengine - INFO - Epoch(val) [1][ 5780/12617] eta: 0:08:08 time: 0.0535 data_time: 0.0166 memory: 730 2023/07/07 17:37:54 - mmengine - INFO - Epoch(val) [1][ 5800/12617] eta: 0:08:07 time: 0.0724 data_time: 0.0366 memory: 730 2023/07/07 17:37:55 - mmengine - INFO - Epoch(val) [1][ 5820/12617] eta: 0:08:05 time: 0.0749 data_time: 0.0394 memory: 730 2023/07/07 17:37:57 - mmengine - INFO - Epoch(val) [1][ 5840/12617] eta: 0:08:04 time: 0.0881 data_time: 0.0524 memory: 730 2023/07/07 17:37:58 - mmengine - INFO - Epoch(val) [1][ 5860/12617] eta: 0:08:03 time: 0.0666 data_time: 0.0296 memory: 730 2023/07/07 17:38:00 - mmengine - INFO - Epoch(val) [1][ 5880/12617] eta: 0:08:01 time: 0.0700 data_time: 0.0344 memory: 730 2023/07/07 17:38:01 - mmengine - INFO - Epoch(val) [1][ 5900/12617] eta: 0:08:00 time: 0.0825 data_time: 0.0465 memory: 730 2023/07/07 17:38:03 - mmengine - INFO - Epoch(val) [1][ 5920/12617] eta: 0:07:59 time: 0.0793 data_time: 0.0430 memory: 730 2023/07/07 17:38:04 - mmengine - INFO - Epoch(val) [1][ 5940/12617] eta: 0:07:57 time: 0.0606 data_time: 0.0249 memory: 730 2023/07/07 17:38:06 - mmengine - INFO - Epoch(val) [1][ 5960/12617] eta: 0:07:56 time: 0.0715 data_time: 0.0360 memory: 730 2023/07/07 17:38:07 - mmengine - INFO - Epoch(val) [1][ 5980/12617] eta: 0:07:54 time: 0.0530 data_time: 0.0176 memory: 730 2023/07/07 17:38:08 - mmengine - INFO - Epoch(val) [1][ 6000/12617] eta: 0:07:52 time: 0.0693 data_time: 0.0323 memory: 730 2023/07/07 17:38:09 - mmengine - INFO - Epoch(val) [1][ 6020/12617] eta: 0:07:51 time: 0.0677 data_time: 0.0322 memory: 730 2023/07/07 17:38:11 - mmengine - INFO - Epoch(val) [1][ 6040/12617] eta: 0:07:49 time: 0.0662 data_time: 0.0297 memory: 730 2023/07/07 17:38:12 - mmengine - INFO - Epoch(val) [1][ 6060/12617] eta: 0:07:48 time: 0.0626 data_time: 0.0265 memory: 730 2023/07/07 17:38:13 - mmengine - INFO - Epoch(val) [1][ 6080/12617] eta: 0:07:46 time: 0.0650 data_time: 0.0295 memory: 730 2023/07/07 17:38:15 - mmengine - INFO - Epoch(val) [1][ 6100/12617] eta: 0:07:45 time: 0.0683 data_time: 0.0331 memory: 730 2023/07/07 17:38:16 - mmengine - INFO - Epoch(val) [1][ 6120/12617] eta: 0:07:43 time: 0.0641 data_time: 0.0282 memory: 730 2023/07/07 17:38:18 - mmengine - INFO - Epoch(val) [1][ 6140/12617] eta: 0:07:42 time: 0.0769 data_time: 0.0414 memory: 730 2023/07/07 17:38:19 - mmengine - INFO - Epoch(val) [1][ 6160/12617] eta: 0:07:40 time: 0.0576 data_time: 0.0216 memory: 730 2023/07/07 17:38:20 - mmengine - INFO - Epoch(val) [1][ 6180/12617] eta: 0:07:38 time: 0.0691 data_time: 0.0328 memory: 730 2023/07/07 17:38:21 - mmengine - INFO - Epoch(val) [1][ 6200/12617] eta: 0:07:37 time: 0.0666 data_time: 0.0311 memory: 730 2023/07/07 17:38:23 - mmengine - INFO - Epoch(val) [1][ 6220/12617] eta: 0:07:36 time: 0.0701 data_time: 0.0339 memory: 730 2023/07/07 17:38:24 - mmengine - INFO - Epoch(val) [1][ 6240/12617] eta: 0:07:34 time: 0.0719 data_time: 0.0362 memory: 730 2023/07/07 17:38:26 - mmengine - INFO - Epoch(val) [1][ 6260/12617] eta: 0:07:33 time: 0.0672 data_time: 0.0327 memory: 730 2023/07/07 17:38:27 - mmengine - INFO - Epoch(val) [1][ 6280/12617] eta: 0:07:31 time: 0.0573 data_time: 0.0221 memory: 730 2023/07/07 17:38:28 - mmengine - INFO - Epoch(val) [1][ 6300/12617] eta: 0:07:29 time: 0.0671 data_time: 0.0332 memory: 730 2023/07/07 17:38:29 - mmengine - INFO - Epoch(val) [1][ 6320/12617] eta: 0:07:28 time: 0.0657 data_time: 0.0307 memory: 730 2023/07/07 17:38:31 - mmengine - INFO - Epoch(val) [1][ 6340/12617] eta: 0:07:27 time: 0.0924 data_time: 0.0574 memory: 730 2023/07/07 17:38:33 - mmengine - INFO - Epoch(val) [1][ 6360/12617] eta: 0:07:26 time: 0.0848 data_time: 0.0498 memory: 730 2023/07/07 17:38:35 - mmengine - INFO - Epoch(val) [1][ 6380/12617] eta: 0:07:24 time: 0.0842 data_time: 0.0494 memory: 730 2023/07/07 17:38:36 - mmengine - INFO - Epoch(val) [1][ 6400/12617] eta: 0:07:23 time: 0.0885 data_time: 0.0537 memory: 730 2023/07/07 17:38:38 - mmengine - INFO - Epoch(val) [1][ 6420/12617] eta: 0:07:22 time: 0.0711 data_time: 0.0366 memory: 730 2023/07/07 17:38:39 - mmengine - INFO - Epoch(val) [1][ 6440/12617] eta: 0:07:21 time: 0.0823 data_time: 0.0474 memory: 730 2023/07/07 17:38:41 - mmengine - INFO - Epoch(val) [1][ 6460/12617] eta: 0:07:19 time: 0.0666 data_time: 0.0307 memory: 730 2023/07/07 17:38:42 - mmengine - INFO - Epoch(val) [1][ 6480/12617] eta: 0:07:18 time: 0.0808 data_time: 0.0459 memory: 730 2023/07/07 17:38:44 - mmengine - INFO - Epoch(val) [1][ 6500/12617] eta: 0:07:16 time: 0.0622 data_time: 0.0246 memory: 730 2023/07/07 17:38:45 - mmengine - INFO - Epoch(val) [1][ 6520/12617] eta: 0:07:15 time: 0.0705 data_time: 0.0353 memory: 730 2023/07/07 17:38:46 - mmengine - INFO - Epoch(val) [1][ 6540/12617] eta: 0:07:13 time: 0.0573 data_time: 0.0224 memory: 730 2023/07/07 17:38:48 - 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INFO - Epoch(val) [1][ 6720/12617] eta: 0:07:01 time: 0.0855 data_time: 0.0505 memory: 730 2023/07/07 17:39:01 - mmengine - INFO - Epoch(val) [1][ 6740/12617] eta: 0:06:59 time: 0.0639 data_time: 0.0282 memory: 730 2023/07/07 17:39:02 - mmengine - INFO - Epoch(val) [1][ 6760/12617] eta: 0:06:58 time: 0.0698 data_time: 0.0342 memory: 730 2023/07/07 17:39:03 - mmengine - INFO - Epoch(val) [1][ 6780/12617] eta: 0:06:56 time: 0.0673 data_time: 0.0324 memory: 730 2023/07/07 17:39:05 - mmengine - INFO - Epoch(val) [1][ 6800/12617] eta: 0:06:55 time: 0.0809 data_time: 0.0451 memory: 730 2023/07/07 17:39:06 - mmengine - INFO - Epoch(val) [1][ 6820/12617] eta: 0:06:53 time: 0.0639 data_time: 0.0285 memory: 730 2023/07/07 17:39:08 - mmengine - INFO - Epoch(val) [1][ 6840/12617] eta: 0:06:52 time: 0.0673 data_time: 0.0318 memory: 730 2023/07/07 17:39:09 - mmengine - INFO - Epoch(val) [1][ 6860/12617] eta: 0:06:50 time: 0.0644 data_time: 0.0296 memory: 730 2023/07/07 17:39:10 - mmengine - INFO - Epoch(val) [1][ 6880/12617] eta: 0:06:49 time: 0.0686 data_time: 0.0332 memory: 730 2023/07/07 17:39:12 - mmengine - INFO - Epoch(val) [1][ 6900/12617] eta: 0:06:47 time: 0.0611 data_time: 0.0257 memory: 730 2023/07/07 17:39:13 - mmengine - INFO - Epoch(val) [1][ 6920/12617] eta: 0:06:46 time: 0.0974 data_time: 0.0611 memory: 730 2023/07/07 17:39:15 - mmengine - INFO - Epoch(val) [1][ 6940/12617] eta: 0:06:45 time: 0.0743 data_time: 0.0393 memory: 730 2023/07/07 17:39:17 - mmengine - INFO - Epoch(val) [1][ 6960/12617] eta: 0:06:44 time: 0.0871 data_time: 0.0518 memory: 730 2023/07/07 17:39:18 - mmengine - INFO - Epoch(val) [1][ 6980/12617] eta: 0:06:42 time: 0.0607 data_time: 0.0246 memory: 730 2023/07/07 17:39:19 - mmengine - INFO - Epoch(val) [1][ 7000/12617] eta: 0:06:40 time: 0.0641 data_time: 0.0256 memory: 730 2023/07/07 17:39:21 - mmengine - INFO - Epoch(val) [1][ 7020/12617] eta: 0:06:39 time: 0.0640 data_time: 0.0271 memory: 730 2023/07/07 17:39:22 - mmengine - INFO - Epoch(val) [1][ 7040/12617] eta: 0:06:38 time: 0.0725 data_time: 0.0349 memory: 730 2023/07/07 17:39:23 - mmengine - INFO - Epoch(val) [1][ 7060/12617] eta: 0:06:36 time: 0.0669 data_time: 0.0295 memory: 730 2023/07/07 17:39:25 - mmengine - INFO - Epoch(val) [1][ 7080/12617] eta: 0:06:35 time: 0.0699 data_time: 0.0346 memory: 730 2023/07/07 17:39:26 - mmengine - INFO - Epoch(val) [1][ 7100/12617] eta: 0:06:33 time: 0.0591 data_time: 0.0198 memory: 730 2023/07/07 17:39:28 - mmengine - INFO - Epoch(val) [1][ 7120/12617] eta: 0:06:32 time: 0.1107 data_time: 0.0754 memory: 730 2023/07/07 17:39:30 - mmengine - INFO - Epoch(val) [1][ 7140/12617] eta: 0:06:31 time: 0.1066 data_time: 0.0710 memory: 730 2023/07/07 17:39:33 - mmengine - INFO - Epoch(val) [1][ 7160/12617] eta: 0:06:31 time: 0.1469 data_time: 0.1119 memory: 730 2023/07/07 17:39:36 - mmengine - INFO - Epoch(val) [1][ 7180/12617] eta: 0:06:30 time: 0.1216 data_time: 0.0865 memory: 730 2023/07/07 17:39:38 - mmengine - INFO - Epoch(val) [1][ 7200/12617] eta: 0:06:30 time: 0.1271 data_time: 0.0910 memory: 730 2023/07/07 17:39:40 - mmengine - INFO - Epoch(val) [1][ 7220/12617] eta: 0:06:29 time: 0.1081 data_time: 0.0722 memory: 730 2023/07/07 17:39:43 - 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mmengine - INFO - Epoch(val) [1][ 7920/12617] eta: 0:05:43 time: 0.1112 data_time: 0.0768 memory: 730 2023/07/07 17:40:42 - mmengine - INFO - Epoch(val) [1][ 7940/12617] eta: 0:05:42 time: 0.1291 data_time: 0.0930 memory: 730 2023/07/07 17:40:44 - mmengine - INFO - Epoch(val) [1][ 7960/12617] eta: 0:05:41 time: 0.1168 data_time: 0.0799 memory: 730 2023/07/07 17:40:46 - mmengine - INFO - Epoch(val) [1][ 7980/12617] eta: 0:05:40 time: 0.1107 data_time: 0.0743 memory: 730 2023/07/07 17:40:48 - mmengine - INFO - Epoch(val) [1][ 8000/12617] eta: 0:05:39 time: 0.0814 data_time: 0.0456 memory: 730 2023/07/07 17:40:49 - mmengine - INFO - Epoch(val) [1][ 8020/12617] eta: 0:05:38 time: 0.0813 data_time: 0.0464 memory: 730 2023/07/07 17:40:51 - mmengine - INFO - Epoch(val) [1][ 8040/12617] eta: 0:05:36 time: 0.0743 data_time: 0.0378 memory: 730 2023/07/07 17:40:53 - mmengine - INFO - Epoch(val) [1][ 8060/12617] eta: 0:05:35 time: 0.0862 data_time: 0.0504 memory: 730 2023/07/07 17:40:54 - mmengine - INFO - Epoch(val) [1][ 8080/12617] eta: 0:05:33 time: 0.0648 data_time: 0.0262 memory: 730 2023/07/07 17:40:55 - mmengine - INFO - Epoch(val) [1][ 8100/12617] eta: 0:05:32 time: 0.0676 data_time: 0.0308 memory: 730 2023/07/07 17:40:57 - mmengine - INFO - Epoch(val) [1][ 8120/12617] eta: 0:05:30 time: 0.0699 data_time: 0.0302 memory: 730 2023/07/07 17:40:58 - mmengine - INFO - Epoch(val) [1][ 8140/12617] eta: 0:05:29 time: 0.0719 data_time: 0.0351 memory: 730 2023/07/07 17:40:59 - mmengine - INFO - Epoch(val) [1][ 8160/12617] eta: 0:05:27 time: 0.0629 data_time: 0.0273 memory: 730 2023/07/07 17:41:01 - mmengine - INFO - Epoch(val) [1][ 8180/12617] eta: 0:05:25 time: 0.0667 data_time: 0.0305 memory: 730 2023/07/07 17:41:02 - mmengine - INFO - Epoch(val) [1][ 8200/12617] eta: 0:05:24 time: 0.0655 data_time: 0.0296 memory: 730 2023/07/07 17:41:03 - mmengine - INFO - Epoch(val) [1][ 8220/12617] eta: 0:05:22 time: 0.0513 data_time: 0.0158 memory: 730 2023/07/07 17:41:05 - mmengine - INFO - Epoch(val) [1][ 8240/12617] eta: 0:05:21 time: 0.0764 data_time: 0.0402 memory: 730 2023/07/07 17:41:06 - mmengine - INFO - Epoch(val) [1][ 8260/12617] eta: 0:05:20 time: 0.0928 data_time: 0.0563 memory: 730 2023/07/07 17:41:08 - mmengine - INFO - Epoch(val) [1][ 8280/12617] eta: 0:05:18 time: 0.0604 data_time: 0.0236 memory: 730 2023/07/07 17:41:09 - mmengine - INFO - Epoch(val) [1][ 8300/12617] eta: 0:05:16 time: 0.0705 data_time: 0.0350 memory: 730 2023/07/07 17:41:10 - mmengine - INFO - Epoch(val) [1][ 8320/12617] eta: 0:05:15 time: 0.0552 data_time: 0.0191 memory: 730 2023/07/07 17:41:11 - mmengine - INFO - Epoch(val) [1][ 8340/12617] eta: 0:05:13 time: 0.0647 data_time: 0.0286 memory: 730 2023/07/07 17:41:13 - mmengine - INFO - Epoch(val) [1][ 8360/12617] eta: 0:05:12 time: 0.0614 data_time: 0.0263 memory: 730 2023/07/07 17:41:14 - mmengine - INFO - Epoch(val) [1][ 8380/12617] eta: 0:05:10 time: 0.0765 data_time: 0.0402 memory: 730 2023/07/07 17:41:16 - mmengine - INFO - Epoch(val) [1][ 8400/12617] eta: 0:05:09 time: 0.0684 data_time: 0.0340 memory: 730 2023/07/07 17:41:17 - mmengine - INFO - Epoch(val) [1][ 8420/12617] eta: 0:05:07 time: 0.0919 data_time: 0.0574 memory: 730 2023/07/07 17:41:19 - mmengine - INFO - Epoch(val) [1][ 8440/12617] eta: 0:05:06 time: 0.0861 data_time: 0.0516 memory: 730 2023/07/07 17:41:21 - mmengine - INFO - Epoch(val) [1][ 8460/12617] eta: 0:05:05 time: 0.1094 data_time: 0.0727 memory: 730 2023/07/07 17:41:23 - mmengine - INFO - Epoch(val) [1][ 8480/12617] eta: 0:05:03 time: 0.0754 data_time: 0.0403 memory: 730 2023/07/07 17:41:24 - mmengine - INFO - Epoch(val) [1][ 8500/12617] eta: 0:05:02 time: 0.0544 data_time: 0.0196 memory: 730 2023/07/07 17:41:25 - mmengine - INFO - Epoch(val) [1][ 8520/12617] eta: 0:05:00 time: 0.0624 data_time: 0.0254 memory: 730 2023/07/07 17:41:27 - mmengine - INFO - Epoch(val) [1][ 8540/12617] eta: 0:04:59 time: 0.0856 data_time: 0.0490 memory: 730 2023/07/07 17:41:29 - mmengine - INFO - Epoch(val) [1][ 8560/12617] eta: 0:04:57 time: 0.0787 data_time: 0.0428 memory: 730 2023/07/07 17:41:30 - mmengine - INFO - Epoch(val) [1][ 8580/12617] eta: 0:04:56 time: 0.0743 data_time: 0.0385 memory: 730 2023/07/07 17:41:31 - mmengine - INFO - Epoch(val) [1][ 8600/12617] eta: 0:04:54 time: 0.0589 data_time: 0.0218 memory: 730 2023/07/07 17:41:33 - mmengine - INFO - Epoch(val) [1][ 8620/12617] eta: 0:04:53 time: 0.0936 data_time: 0.0581 memory: 730 2023/07/07 17:41:35 - mmengine - INFO - Epoch(val) [1][ 8640/12617] eta: 0:04:52 time: 0.0744 data_time: 0.0384 memory: 730 2023/07/07 17:41:36 - mmengine - INFO - Epoch(val) [1][ 8660/12617] eta: 0:04:50 time: 0.0870 data_time: 0.0483 memory: 730 2023/07/07 17:41:37 - mmengine - INFO - Epoch(val) [1][ 8680/12617] eta: 0:04:49 time: 0.0585 data_time: 0.0229 memory: 730 2023/07/07 17:41:39 - mmengine - INFO - Epoch(val) [1][ 8700/12617] eta: 0:04:47 time: 0.0756 data_time: 0.0401 memory: 730 2023/07/07 17:41:40 - mmengine - INFO - Epoch(val) [1][ 8720/12617] eta: 0:04:46 time: 0.0549 data_time: 0.0187 memory: 730 2023/07/07 17:41:42 - mmengine - INFO - Epoch(val) [1][ 8740/12617] eta: 0:04:44 time: 0.0766 data_time: 0.0414 memory: 730 2023/07/07 17:41:43 - mmengine - INFO - Epoch(val) [1][ 8760/12617] eta: 0:04:43 time: 0.0623 data_time: 0.0273 memory: 730 2023/07/07 17:41:45 - mmengine - INFO - Epoch(val) [1][ 8780/12617] eta: 0:04:41 time: 0.0888 data_time: 0.0521 memory: 730 2023/07/07 17:41:46 - mmengine - INFO - Epoch(val) [1][ 8800/12617] eta: 0:04:40 time: 0.0850 data_time: 0.0490 memory: 730 2023/07/07 17:41:49 - mmengine - INFO - Epoch(val) [1][ 8820/12617] eta: 0:04:39 time: 0.1128 data_time: 0.0770 memory: 730 2023/07/07 17:41:50 - mmengine - INFO - Epoch(val) [1][ 8840/12617] eta: 0:04:37 time: 0.0916 data_time: 0.0570 memory: 730 2023/07/07 17:41:53 - mmengine - INFO - Epoch(val) [1][ 8860/12617] eta: 0:04:36 time: 0.1109 data_time: 0.0740 memory: 730 2023/07/07 17:41:55 - mmengine - INFO - Epoch(val) [1][ 8880/12617] eta: 0:04:35 time: 0.0974 data_time: 0.0620 memory: 730 2023/07/07 17:41:57 - mmengine - INFO - Epoch(val) [1][ 8900/12617] eta: 0:04:34 time: 0.1104 data_time: 0.0759 memory: 730 2023/07/07 17:41:58 - mmengine - INFO - Epoch(val) [1][ 8920/12617] eta: 0:04:32 time: 0.0604 data_time: 0.0217 memory: 730 2023/07/07 17:42:00 - mmengine - INFO - Epoch(val) [1][ 8940/12617] eta: 0:04:31 time: 0.1047 data_time: 0.0684 memory: 730 2023/07/07 17:42:02 - mmengine - INFO - Epoch(val) [1][ 8960/12617] eta: 0:04:30 time: 0.0998 data_time: 0.0643 memory: 730 2023/07/07 17:42:04 - mmengine - INFO - Epoch(val) [1][ 8980/12617] eta: 0:04:28 time: 0.0817 data_time: 0.0467 memory: 730 2023/07/07 17:42:05 - mmengine - INFO - Epoch(val) [1][ 9000/12617] eta: 0:04:27 time: 0.0659 data_time: 0.0289 memory: 730 2023/07/07 17:42:06 - mmengine - INFO - Epoch(val) [1][ 9020/12617] eta: 0:04:25 time: 0.0691 data_time: 0.0331 memory: 730 2023/07/07 17:42:08 - mmengine - INFO - Epoch(val) [1][ 9040/12617] eta: 0:04:24 time: 0.0752 data_time: 0.0382 memory: 730 2023/07/07 17:42:10 - mmengine - INFO - Epoch(val) [1][ 9060/12617] eta: 0:04:23 time: 0.0947 data_time: 0.0594 memory: 730 2023/07/07 17:42:11 - mmengine - INFO - Epoch(val) [1][ 9080/12617] eta: 0:04:21 time: 0.0793 data_time: 0.0441 memory: 730 2023/07/07 17:42:13 - mmengine - INFO - Epoch(val) [1][ 9100/12617] eta: 0:04:20 time: 0.0657 data_time: 0.0302 memory: 730 2023/07/07 17:42:14 - mmengine - INFO - Epoch(val) [1][ 9120/12617] eta: 0:04:18 time: 0.0662 data_time: 0.0314 memory: 730 2023/07/07 17:42:16 - mmengine - INFO - Epoch(val) [1][ 9140/12617] eta: 0:04:17 time: 0.0730 data_time: 0.0356 memory: 730 2023/07/07 17:42:17 - mmengine - INFO - Epoch(val) [1][ 9160/12617] eta: 0:04:15 time: 0.0720 data_time: 0.0352 memory: 730 2023/07/07 17:42:18 - mmengine - INFO - Epoch(val) [1][ 9180/12617] eta: 0:04:14 time: 0.0724 data_time: 0.0371 memory: 730 2023/07/07 17:42:20 - mmengine - INFO - Epoch(val) [1][ 9200/12617] eta: 0:04:12 time: 0.0737 data_time: 0.0382 memory: 730 2023/07/07 17:42:22 - mmengine - INFO - Epoch(val) [1][ 9220/12617] eta: 0:04:11 time: 0.0798 data_time: 0.0425 memory: 730 2023/07/07 17:42:23 - mmengine - INFO - Epoch(val) [1][ 9240/12617] eta: 0:04:09 time: 0.0779 data_time: 0.0412 memory: 730 2023/07/07 17:42:25 - mmengine - INFO - Epoch(val) [1][ 9260/12617] eta: 0:04:08 time: 0.0889 data_time: 0.0527 memory: 730 2023/07/07 17:42:27 - mmengine - INFO - Epoch(val) [1][ 9280/12617] eta: 0:04:07 time: 0.1065 data_time: 0.0707 memory: 730 2023/07/07 17:42:29 - mmengine - INFO - Epoch(val) [1][ 9300/12617] eta: 0:04:05 time: 0.1033 data_time: 0.0683 memory: 730 2023/07/07 17:42:31 - mmengine - INFO - Epoch(val) [1][ 9320/12617] eta: 0:04:04 time: 0.0892 data_time: 0.0535 memory: 730 2023/07/07 17:42:33 - mmengine - INFO - Epoch(val) [1][ 9340/12617] eta: 0:04:03 time: 0.0826 data_time: 0.0481 memory: 730 2023/07/07 17:42:34 - mmengine - INFO - Epoch(val) [1][ 9360/12617] eta: 0:04:01 time: 0.0584 data_time: 0.0223 memory: 730 2023/07/07 17:42:35 - mmengine - INFO - Epoch(val) [1][ 9380/12617] eta: 0:03:59 time: 0.0708 data_time: 0.0350 memory: 730 2023/07/07 17:42:36 - mmengine - INFO - Epoch(val) [1][ 9400/12617] eta: 0:03:58 time: 0.0635 data_time: 0.0239 memory: 730 2023/07/07 17:42:38 - mmengine - INFO - Epoch(val) [1][ 9420/12617] eta: 0:03:56 time: 0.0743 data_time: 0.0379 memory: 730 2023/07/07 17:42:39 - mmengine - INFO - Epoch(val) [1][ 9440/12617] eta: 0:03:55 time: 0.0545 data_time: 0.0199 memory: 730 2023/07/07 17:42:40 - mmengine - INFO - Epoch(val) [1][ 9460/12617] eta: 0:03:53 time: 0.0685 data_time: 0.0335 memory: 730 2023/07/07 17:42:42 - mmengine - INFO - Epoch(val) [1][ 9480/12617] eta: 0:03:52 time: 0.0645 data_time: 0.0305 memory: 730 2023/07/07 17:42:43 - mmengine - INFO - Epoch(val) [1][ 9500/12617] eta: 0:03:50 time: 0.0625 data_time: 0.0271 memory: 730 2023/07/07 17:42:44 - mmengine - INFO - Epoch(val) [1][ 9520/12617] eta: 0:03:49 time: 0.0646 data_time: 0.0297 memory: 730 2023/07/07 17:42:46 - mmengine - INFO - Epoch(val) [1][ 9540/12617] eta: 0:03:47 time: 0.0732 data_time: 0.0386 memory: 730 2023/07/07 17:42:47 - mmengine - INFO - Epoch(val) [1][ 9560/12617] eta: 0:03:46 time: 0.0627 data_time: 0.0274 memory: 730 2023/07/07 17:42:48 - mmengine - INFO - Epoch(val) [1][ 9580/12617] eta: 0:03:44 time: 0.0665 data_time: 0.0307 memory: 730 2023/07/07 17:42:50 - mmengine - INFO - Epoch(val) [1][ 9600/12617] eta: 0:03:43 time: 0.0694 data_time: 0.0346 memory: 730 2023/07/07 17:42:51 - mmengine - INFO - Epoch(val) [1][ 9620/12617] eta: 0:03:41 time: 0.0772 data_time: 0.0416 memory: 730 2023/07/07 17:42:53 - mmengine - INFO - Epoch(val) [1][ 9640/12617] eta: 0:03:40 time: 0.0836 data_time: 0.0474 memory: 730 2023/07/07 17:42:55 - mmengine - INFO - Epoch(val) [1][ 9660/12617] eta: 0:03:38 time: 0.0814 data_time: 0.0456 memory: 730 2023/07/07 17:42:56 - mmengine - INFO - Epoch(val) [1][ 9680/12617] eta: 0:03:37 time: 0.0620 data_time: 0.0272 memory: 730 2023/07/07 17:42:59 - mmengine - INFO - Epoch(val) [1][ 9700/12617] eta: 0:03:36 time: 0.1402 data_time: 0.1047 memory: 730 2023/07/07 17:43:01 - mmengine - INFO - Epoch(val) [1][ 9720/12617] eta: 0:03:34 time: 0.1190 data_time: 0.0845 memory: 730 2023/07/07 17:43:04 - mmengine - INFO - Epoch(val) [1][ 9740/12617] eta: 0:03:33 time: 0.1466 data_time: 0.1118 memory: 730 2023/07/07 17:43:06 - mmengine - INFO - Epoch(val) [1][ 9760/12617] eta: 0:03:32 time: 0.0903 data_time: 0.0547 memory: 730 2023/07/07 17:43:08 - mmengine - INFO - Epoch(val) [1][ 9780/12617] eta: 0:03:31 time: 0.1148 data_time: 0.0802 memory: 730 2023/07/07 17:43:10 - mmengine - INFO - Epoch(val) [1][ 9800/12617] eta: 0:03:29 time: 0.0967 data_time: 0.0617 memory: 730 2023/07/07 17:43:12 - mmengine - INFO - Epoch(val) [1][ 9820/12617] eta: 0:03:28 time: 0.0829 data_time: 0.0487 memory: 730 2023/07/07 17:43:13 - mmengine - INFO - Epoch(val) [1][ 9840/12617] eta: 0:03:26 time: 0.0604 data_time: 0.0245 memory: 730 2023/07/07 17:43:14 - mmengine - INFO - Epoch(val) [1][ 9860/12617] eta: 0:03:25 time: 0.0779 data_time: 0.0398 memory: 730 2023/07/07 17:43:16 - mmengine - INFO - Epoch(val) [1][ 9880/12617] eta: 0:03:23 time: 0.0749 data_time: 0.0407 memory: 730 2023/07/07 17:43:18 - mmengine - INFO - Epoch(val) [1][ 9900/12617] eta: 0:03:22 time: 0.0845 data_time: 0.0491 memory: 730 2023/07/07 17:43:19 - mmengine - INFO - Epoch(val) [1][ 9920/12617] eta: 0:03:20 time: 0.0647 data_time: 0.0298 memory: 730 2023/07/07 17:43:21 - mmengine - INFO - Epoch(val) [1][ 9940/12617] eta: 0:03:19 time: 0.0824 data_time: 0.0465 memory: 730 2023/07/07 17:43:22 - mmengine - INFO - Epoch(val) [1][ 9960/12617] eta: 0:03:17 time: 0.0689 data_time: 0.0334 memory: 730 2023/07/07 17:43:24 - mmengine - INFO - Epoch(val) [1][ 9980/12617] eta: 0:03:16 time: 0.0868 data_time: 0.0518 memory: 730 2023/07/07 17:43:25 - mmengine - INFO - Epoch(val) [1][10000/12617] eta: 0:03:14 time: 0.0731 data_time: 0.0374 memory: 730 2023/07/07 17:43:26 - mmengine - INFO - Epoch(val) [1][10020/12617] eta: 0:03:13 time: 0.0657 data_time: 0.0302 memory: 730 2023/07/07 17:43:28 - mmengine - INFO - Epoch(val) [1][10040/12617] eta: 0:03:11 time: 0.0601 data_time: 0.0227 memory: 730 2023/07/07 17:43:29 - mmengine - INFO - Epoch(val) [1][10060/12617] eta: 0:03:10 time: 0.0797 data_time: 0.0442 memory: 730 2023/07/07 17:43:31 - mmengine - INFO - Epoch(val) [1][10080/12617] eta: 0:03:08 time: 0.0731 data_time: 0.0367 memory: 730 2023/07/07 17:43:32 - mmengine - INFO - Epoch(val) [1][10100/12617] eta: 0:03:07 time: 0.0673 data_time: 0.0316 memory: 730 2023/07/07 17:43:34 - mmengine - INFO - Epoch(val) [1][10120/12617] eta: 0:03:05 time: 0.0890 data_time: 0.0497 memory: 730 2023/07/07 17:43:35 - mmengine - INFO - Epoch(val) [1][10140/12617] eta: 0:03:04 time: 0.0821 data_time: 0.0431 memory: 730 2023/07/07 17:43:37 - mmengine - INFO - Epoch(val) [1][10160/12617] eta: 0:03:03 time: 0.0788 data_time: 0.0432 memory: 730 2023/07/07 17:43:38 - mmengine - INFO - Epoch(val) [1][10180/12617] eta: 0:03:01 time: 0.0664 data_time: 0.0299 memory: 730 2023/07/07 17:43:40 - mmengine - INFO - Epoch(val) [1][10200/12617] eta: 0:03:00 time: 0.0779 data_time: 0.0420 memory: 730 2023/07/07 17:43:42 - mmengine - INFO - Epoch(val) [1][10220/12617] eta: 0:02:58 time: 0.1217 data_time: 0.0875 memory: 730 2023/07/07 17:43:44 - mmengine - INFO - Epoch(val) [1][10240/12617] eta: 0:02:57 time: 0.1014 data_time: 0.0665 memory: 730 2023/07/07 17:43:46 - mmengine - INFO - Epoch(val) [1][10260/12617] eta: 0:02:56 time: 0.0966 data_time: 0.0622 memory: 730 2023/07/07 17:43:48 - mmengine - INFO - Epoch(val) [1][10280/12617] eta: 0:02:54 time: 0.0736 data_time: 0.0375 memory: 730 2023/07/07 17:43:49 - mmengine - INFO - Epoch(val) [1][10300/12617] eta: 0:02:53 time: 0.0771 data_time: 0.0410 memory: 730 2023/07/07 17:43:51 - mmengine - INFO - Epoch(val) [1][10320/12617] eta: 0:02:51 time: 0.0602 data_time: 0.0222 memory: 730 2023/07/07 17:43:52 - mmengine - INFO - Epoch(val) [1][10340/12617] eta: 0:02:49 time: 0.0667 data_time: 0.0296 memory: 730 2023/07/07 17:43:54 - mmengine - INFO - Epoch(val) [1][10360/12617] eta: 0:02:48 time: 0.0901 data_time: 0.0540 memory: 730 2023/07/07 17:43:55 - mmengine - INFO - Epoch(val) [1][10380/12617] eta: 0:02:47 time: 0.0804 data_time: 0.0421 memory: 730 2023/07/07 17:43:57 - mmengine - INFO - Epoch(val) [1][10400/12617] eta: 0:02:45 time: 0.0921 data_time: 0.0558 memory: 730 2023/07/07 17:43:59 - mmengine - INFO - Epoch(val) [1][10420/12617] eta: 0:02:44 time: 0.0815 data_time: 0.0470 memory: 730 2023/07/07 17:44:01 - mmengine - INFO - Epoch(val) [1][10440/12617] eta: 0:02:42 time: 0.0919 data_time: 0.0560 memory: 730 2023/07/07 17:44:02 - mmengine - INFO - Epoch(val) [1][10460/12617] eta: 0:02:41 time: 0.0907 data_time: 0.0562 memory: 730 2023/07/07 17:44:04 - mmengine - INFO - Epoch(val) [1][10480/12617] eta: 0:02:39 time: 0.0985 data_time: 0.0636 memory: 730 2023/07/07 17:44:06 - mmengine - INFO - Epoch(val) [1][10500/12617] eta: 0:02:38 time: 0.0704 data_time: 0.0359 memory: 730 2023/07/07 17:44:07 - mmengine - INFO - Epoch(val) [1][10520/12617] eta: 0:02:36 time: 0.0788 data_time: 0.0437 memory: 730 2023/07/07 17:44:09 - mmengine - INFO - Epoch(val) [1][10540/12617] eta: 0:02:35 time: 0.0618 data_time: 0.0265 memory: 730 2023/07/07 17:44:10 - mmengine - INFO - Epoch(val) [1][10560/12617] eta: 0:02:33 time: 0.0718 data_time: 0.0366 memory: 730 2023/07/07 17:44:12 - mmengine - INFO - Epoch(val) [1][10580/12617] eta: 0:02:32 time: 0.0712 data_time: 0.0351 memory: 730 2023/07/07 17:44:13 - mmengine - INFO - Epoch(val) [1][10600/12617] eta: 0:02:30 time: 0.0970 data_time: 0.0569 memory: 730 2023/07/07 17:44:15 - mmengine - INFO - Epoch(val) [1][10620/12617] eta: 0:02:29 time: 0.0780 data_time: 0.0425 memory: 730 2023/07/07 17:44:17 - mmengine - INFO - Epoch(val) [1][10640/12617] eta: 0:02:28 time: 0.0955 data_time: 0.0611 memory: 730 2023/07/07 17:44:19 - mmengine - INFO - Epoch(val) [1][10660/12617] eta: 0:02:26 time: 0.0848 data_time: 0.0506 memory: 730 2023/07/07 17:44:21 - mmengine - INFO - Epoch(val) [1][10680/12617] eta: 0:02:25 time: 0.1122 data_time: 0.0741 memory: 730 2023/07/07 17:44:23 - mmengine - INFO - Epoch(val) [1][10700/12617] eta: 0:02:23 time: 0.0818 data_time: 0.0451 memory: 730 2023/07/07 17:44:25 - mmengine - INFO - Epoch(val) [1][10720/12617] eta: 0:02:22 time: 0.1180 data_time: 0.0827 memory: 730 2023/07/07 17:44:27 - mmengine - INFO - Epoch(val) [1][10740/12617] eta: 0:02:20 time: 0.0872 data_time: 0.0500 memory: 730 2023/07/07 17:44:28 - mmengine - INFO - Epoch(val) [1][10760/12617] eta: 0:02:19 time: 0.0828 data_time: 0.0478 memory: 730 2023/07/07 17:44:29 - mmengine - INFO - Epoch(val) [1][10780/12617] eta: 0:02:17 time: 0.0583 data_time: 0.0221 memory: 730 2023/07/07 17:44:32 - mmengine - INFO - Epoch(val) [1][10800/12617] eta: 0:02:16 time: 0.1008 data_time: 0.0661 memory: 730 2023/07/07 17:44:33 - mmengine - INFO - Epoch(val) [1][10820/12617] eta: 0:02:15 time: 0.0882 data_time: 0.0514 memory: 730 2023/07/07 17:44:35 - mmengine - INFO - Epoch(val) [1][10840/12617] eta: 0:02:13 time: 0.1114 data_time: 0.0744 memory: 730 2023/07/07 17:44:37 - mmengine - INFO - Epoch(val) [1][10860/12617] eta: 0:02:12 time: 0.0826 data_time: 0.0457 memory: 730 2023/07/07 17:44:39 - mmengine - INFO - Epoch(val) [1][10880/12617] eta: 0:02:10 time: 0.0813 data_time: 0.0464 memory: 730 2023/07/07 17:44:40 - mmengine - INFO - Epoch(val) [1][10900/12617] eta: 0:02:09 time: 0.0688 data_time: 0.0331 memory: 730 2023/07/07 17:44:42 - mmengine - INFO - Epoch(val) [1][10920/12617] eta: 0:02:07 time: 0.0852 data_time: 0.0497 memory: 730 2023/07/07 17:44:43 - mmengine - INFO - Epoch(val) [1][10940/12617] eta: 0:02:06 time: 0.0733 data_time: 0.0379 memory: 730 2023/07/07 17:44:45 - mmengine - INFO - Epoch(val) [1][10960/12617] eta: 0:02:04 time: 0.0656 data_time: 0.0287 memory: 730 2023/07/07 17:44:46 - mmengine - INFO - Epoch(val) [1][10980/12617] eta: 0:02:03 time: 0.0675 data_time: 0.0305 memory: 730 2023/07/07 17:44:48 - mmengine - INFO - Epoch(val) [1][11000/12617] eta: 0:02:01 time: 0.0842 data_time: 0.0474 memory: 730 2023/07/07 17:44:50 - mmengine - INFO - Epoch(val) [1][11020/12617] eta: 0:02:00 time: 0.1140 data_time: 0.0772 memory: 730 2023/07/07 17:44:52 - mmengine - INFO - Epoch(val) [1][11040/12617] eta: 0:01:58 time: 0.1207 data_time: 0.0833 memory: 730 2023/07/07 17:44:54 - mmengine - INFO - Epoch(val) [1][11060/12617] eta: 0:01:57 time: 0.1043 data_time: 0.0698 memory: 730 2023/07/07 17:44:57 - mmengine - INFO - Epoch(val) [1][11080/12617] eta: 0:01:56 time: 0.1089 data_time: 0.0728 memory: 730 2023/07/07 17:44:58 - mmengine - INFO - Epoch(val) [1][11100/12617] eta: 0:01:54 time: 0.0830 data_time: 0.0483 memory: 730 2023/07/07 17:45:00 - mmengine - INFO - Epoch(val) [1][11120/12617] eta: 0:01:53 time: 0.0914 data_time: 0.0570 memory: 730 2023/07/07 17:45:01 - mmengine - INFO - Epoch(val) [1][11140/12617] eta: 0:01:51 time: 0.0625 data_time: 0.0252 memory: 730 2023/07/07 17:45:03 - mmengine - INFO - Epoch(val) [1][11160/12617] eta: 0:01:49 time: 0.0617 data_time: 0.0263 memory: 730 2023/07/07 17:45:04 - mmengine - INFO - Epoch(val) [1][11180/12617] eta: 0:01:48 time: 0.0772 data_time: 0.0418 memory: 730 2023/07/07 17:45:07 - mmengine - INFO - Epoch(val) [1][11200/12617] eta: 0:01:47 time: 0.1207 data_time: 0.0853 memory: 730 2023/07/07 17:45:08 - mmengine - INFO - Epoch(val) [1][11220/12617] eta: 0:01:45 time: 0.0937 data_time: 0.0589 memory: 730 2023/07/07 17:45:11 - mmengine - INFO - Epoch(val) [1][11240/12617] eta: 0:01:44 time: 0.1179 data_time: 0.0832 memory: 730 2023/07/07 17:45:13 - mmengine - INFO - Epoch(val) [1][11260/12617] eta: 0:01:42 time: 0.0920 data_time: 0.0570 memory: 730 2023/07/07 17:45:15 - mmengine - INFO - Epoch(val) [1][11280/12617] eta: 0:01:41 time: 0.1132 data_time: 0.0765 memory: 730 2023/07/07 17:45:16 - mmengine - INFO - Epoch(val) [1][11300/12617] eta: 0:01:39 time: 0.0598 data_time: 0.0242 memory: 730 2023/07/07 17:45:18 - mmengine - INFO - Epoch(val) [1][11320/12617] eta: 0:01:38 time: 0.0721 data_time: 0.0353 memory: 730 2023/07/07 17:45:19 - mmengine - INFO - Epoch(val) [1][11340/12617] eta: 0:01:36 time: 0.0619 data_time: 0.0246 memory: 730 2023/07/07 17:45:21 - mmengine - INFO - Epoch(val) [1][11360/12617] eta: 0:01:35 time: 0.0835 data_time: 0.0475 memory: 730 2023/07/07 17:45:22 - mmengine - INFO - Epoch(val) [1][11380/12617] eta: 0:01:33 time: 0.0630 data_time: 0.0275 memory: 730 2023/07/07 17:45:24 - mmengine - INFO - Epoch(val) [1][11400/12617] eta: 0:01:32 time: 0.1166 data_time: 0.0772 memory: 730 2023/07/07 17:45:26 - mmengine - INFO - Epoch(val) [1][11420/12617] eta: 0:01:30 time: 0.0951 data_time: 0.0585 memory: 730 2023/07/07 17:45:28 - mmengine - INFO - Epoch(val) [1][11440/12617] eta: 0:01:29 time: 0.0767 data_time: 0.0421 memory: 730 2023/07/07 17:45:30 - mmengine - INFO - Epoch(val) [1][11460/12617] eta: 0:01:27 time: 0.1043 data_time: 0.0681 memory: 730 2023/07/07 17:45:32 - mmengine - INFO - Epoch(val) [1][11480/12617] eta: 0:01:26 time: 0.1257 data_time: 0.0906 memory: 730 2023/07/07 17:45:35 - mmengine - INFO - Epoch(val) [1][11500/12617] eta: 0:01:24 time: 0.1408 data_time: 0.1072 memory: 730 2023/07/07 17:45:37 - mmengine - INFO - Epoch(val) [1][11520/12617] eta: 0:01:23 time: 0.1120 data_time: 0.0761 memory: 730 2023/07/07 17:45:39 - mmengine - INFO - Epoch(val) [1][11540/12617] eta: 0:01:21 time: 0.0733 data_time: 0.0381 memory: 730 2023/07/07 17:45:40 - mmengine - INFO - Epoch(val) [1][11560/12617] eta: 0:01:20 time: 0.0629 data_time: 0.0262 memory: 730 2023/07/07 17:45:42 - mmengine - INFO - Epoch(val) [1][11580/12617] eta: 0:01:18 time: 0.0775 data_time: 0.0422 memory: 730 2023/07/07 17:45:43 - mmengine - INFO - Epoch(val) [1][11600/12617] eta: 0:01:17 time: 0.0942 data_time: 0.0580 memory: 730 2023/07/07 17:45:45 - mmengine - INFO - Epoch(val) [1][11620/12617] eta: 0:01:15 time: 0.0612 data_time: 0.0259 memory: 730 2023/07/07 17:45:46 - mmengine - INFO - Epoch(val) [1][11640/12617] eta: 0:01:14 time: 0.0794 data_time: 0.0431 memory: 730 2023/07/07 17:45:48 - mmengine - INFO - Epoch(val) [1][11660/12617] eta: 0:01:12 time: 0.0639 data_time: 0.0280 memory: 730 2023/07/07 17:45:49 - mmengine - INFO - Epoch(val) [1][11680/12617] eta: 0:01:11 time: 0.0821 data_time: 0.0469 memory: 730 2023/07/07 17:45:50 - mmengine - INFO - Epoch(val) [1][11700/12617] eta: 0:01:09 time: 0.0634 data_time: 0.0281 memory: 730 2023/07/07 17:45:52 - mmengine - INFO - Epoch(val) [1][11720/12617] eta: 0:01:08 time: 0.0752 data_time: 0.0399 memory: 730 2023/07/07 17:45:54 - mmengine - INFO - Epoch(val) [1][11740/12617] eta: 0:01:06 time: 0.0800 data_time: 0.0437 memory: 730 2023/07/07 17:45:55 - mmengine - INFO - Epoch(val) [1][11760/12617] eta: 0:01:05 time: 0.0934 data_time: 0.0579 memory: 730 2023/07/07 17:45:57 - mmengine - INFO - Epoch(val) [1][11780/12617] eta: 0:01:03 time: 0.0640 data_time: 0.0279 memory: 730 2023/07/07 17:45:58 - mmengine - INFO - Epoch(val) [1][11800/12617] eta: 0:01:02 time: 0.0833 data_time: 0.0471 memory: 730 2023/07/07 17:46:00 - mmengine - INFO - Epoch(val) [1][11820/12617] eta: 0:01:00 time: 0.0793 data_time: 0.0397 memory: 730 2023/07/07 17:46:02 - mmengine - INFO - Epoch(val) [1][11840/12617] eta: 0:00:59 time: 0.1071 data_time: 0.0713 memory: 730 2023/07/07 17:46:04 - mmengine - INFO - Epoch(val) [1][11860/12617] eta: 0:00:57 time: 0.0762 data_time: 0.0419 memory: 730 2023/07/07 17:46:05 - mmengine - INFO - Epoch(val) [1][11880/12617] eta: 0:00:56 time: 0.0877 data_time: 0.0532 memory: 730 2023/07/07 17:46:07 - mmengine - INFO - Epoch(val) [1][11900/12617] eta: 0:00:54 time: 0.0651 data_time: 0.0297 memory: 730 2023/07/07 17:46:08 - mmengine - INFO - Epoch(val) [1][11920/12617] eta: 0:00:53 time: 0.0836 data_time: 0.0486 memory: 730 2023/07/07 17:46:10 - mmengine - INFO - Epoch(val) [1][11940/12617] eta: 0:00:51 time: 0.0665 data_time: 0.0309 memory: 730 2023/07/07 17:46:11 - mmengine - INFO - Epoch(val) [1][11960/12617] eta: 0:00:50 time: 0.0759 data_time: 0.0401 memory: 730 2023/07/07 17:46:13 - mmengine - INFO - Epoch(val) [1][11980/12617] eta: 0:00:48 time: 0.0682 data_time: 0.0313 memory: 730 2023/07/07 17:46:14 - mmengine - INFO - Epoch(val) [1][12000/12617] eta: 0:00:46 time: 0.0673 data_time: 0.0319 memory: 730 2023/07/07 17:46:15 - mmengine - INFO - Epoch(val) [1][12020/12617] eta: 0:00:45 time: 0.0702 data_time: 0.0339 memory: 730 2023/07/07 17:46:18 - mmengine - INFO - Epoch(val) [1][12040/12617] eta: 0:00:43 time: 0.1200 data_time: 0.0839 memory: 730 2023/07/07 17:46:20 - mmengine - INFO - Epoch(val) [1][12060/12617] eta: 0:00:42 time: 0.0989 data_time: 0.0629 memory: 730 2023/07/07 17:46:22 - mmengine - INFO - Epoch(val) [1][12080/12617] eta: 0:00:40 time: 0.1133 data_time: 0.0767 memory: 730 2023/07/07 17:46:24 - mmengine - INFO - Epoch(val) [1][12100/12617] eta: 0:00:39 time: 0.0757 data_time: 0.0387 memory: 730 2023/07/07 17:46:25 - mmengine - INFO - Epoch(val) [1][12120/12617] eta: 0:00:37 time: 0.0778 data_time: 0.0404 memory: 730 2023/07/07 17:46:26 - mmengine - INFO - Epoch(val) [1][12140/12617] eta: 0:00:36 time: 0.0678 data_time: 0.0320 memory: 730 2023/07/07 17:46:28 - mmengine - INFO - Epoch(val) [1][12160/12617] eta: 0:00:34 time: 0.0735 data_time: 0.0375 memory: 730 2023/07/07 17:46:29 - mmengine - INFO - Epoch(val) [1][12180/12617] eta: 0:00:33 time: 0.0645 data_time: 0.0280 memory: 730 2023/07/07 17:46:31 - mmengine - INFO - Epoch(val) [1][12200/12617] eta: 0:00:31 time: 0.0696 data_time: 0.0330 memory: 730 2023/07/07 17:46:32 - mmengine - INFO - Epoch(val) [1][12220/12617] eta: 0:00:30 time: 0.0679 data_time: 0.0317 memory: 730 2023/07/07 17:46:33 - mmengine - INFO - Epoch(val) [1][12240/12617] eta: 0:00:28 time: 0.0657 data_time: 0.0299 memory: 730 2023/07/07 17:46:35 - mmengine - INFO - Epoch(val) [1][12260/12617] eta: 0:00:27 time: 0.0676 data_time: 0.0326 memory: 730 2023/07/07 17:46:36 - mmengine - INFO - Epoch(val) [1][12280/12617] eta: 0:00:25 time: 0.0924 data_time: 0.0557 memory: 730 2023/07/07 17:46:38 - mmengine - INFO - Epoch(val) [1][12300/12617] eta: 0:00:24 time: 0.0759 data_time: 0.0404 memory: 730 2023/07/07 17:46:40 - mmengine - INFO - Epoch(val) [1][12320/12617] eta: 0:00:22 time: 0.0933 data_time: 0.0578 memory: 730 2023/07/07 17:46:41 - mmengine - INFO - Epoch(val) [1][12340/12617] eta: 0:00:21 time: 0.0768 data_time: 0.0413 memory: 730 2023/07/07 17:46:44 - mmengine - INFO - Epoch(val) [1][12360/12617] eta: 0:00:19 time: 0.1080 data_time: 0.0727 memory: 730 2023/07/07 17:46:45 - mmengine - INFO - Epoch(val) [1][12380/12617] eta: 0:00:18 time: 0.0843 data_time: 0.0486 memory: 730 2023/07/07 17:46:47 - mmengine - INFO - Epoch(val) [1][12400/12617] eta: 0:00:16 time: 0.0884 data_time: 0.0517 memory: 730 2023/07/07 17:46:49 - mmengine - INFO - Epoch(val) [1][12420/12617] eta: 0:00:15 time: 0.1017 data_time: 0.0667 memory: 730 2023/07/07 17:46:51 - mmengine - INFO - Epoch(val) [1][12440/12617] eta: 0:00:13 time: 0.1125 data_time: 0.0756 memory: 730 2023/07/07 17:46:53 - mmengine - INFO - Epoch(val) [1][12460/12617] eta: 0:00:12 time: 0.0961 data_time: 0.0614 memory: 730 2023/07/07 17:46:55 - mmengine - INFO - Epoch(val) [1][12480/12617] eta: 0:00:10 time: 0.0713 data_time: 0.0365 memory: 730 2023/07/07 17:46:56 - mmengine - INFO - Epoch(val) [1][12500/12617] eta: 0:00:08 time: 0.0859 data_time: 0.0489 memory: 730 2023/07/07 17:46:58 - mmengine - INFO - Epoch(val) [1][12520/12617] eta: 0:00:07 time: 0.0799 data_time: 0.0435 memory: 730 2023/07/07 17:47:00 - mmengine - INFO - Epoch(val) [1][12540/12617] eta: 0:00:05 time: 0.0820 data_time: 0.0462 memory: 730 2023/07/07 17:47:01 - mmengine - INFO - Epoch(val) [1][12560/12617] eta: 0:00:04 time: 0.0777 data_time: 0.0428 memory: 730 2023/07/07 17:47:03 - mmengine - INFO - Epoch(val) [1][12580/12617] eta: 0:00:02 time: 0.0686 data_time: 0.0334 memory: 730 2023/07/07 17:47:04 - mmengine - INFO - Epoch(val) [1][12600/12617] eta: 0:00:01 time: 0.0689 data_time: 0.0333 memory: 730 2023/07/07 17:52:34 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/07 17:52:34 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/07 17:52:34 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/07 17:52:34 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/07 17:52:35 - mmengine - INFO - do not evaluate basketball save 2023/07/07 17:52:35 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/07 17:52:36 - mmengine - INFO - frameAP_0.5 2023/07/07 17:52:36 - mmengine - INFO - aerobic push up 60.86 2023/07/07 17:52:36 - mmengine - INFO - aerobic explosive push up 79.51 2023/07/07 17:52:36 - mmengine - INFO - aerobic explosive support 74.62 2023/07/07 17:52:36 - mmengine - INFO - aerobic leg circle 71.27 2023/07/07 17:52:36 - mmengine - INFO - aerobic helicopter 78.35 2023/07/07 17:52:36 - mmengine - INFO - aerobic support 87.42 2023/07/07 17:52:36 - mmengine - INFO - aerobic v support 63.03 2023/07/07 17:52:36 - mmengine - INFO - aerobic horizontal support 82.01 2023/07/07 17:52:36 - mmengine - INFO - aerobic straight jump 23.06 2023/07/07 17:52:36 - mmengine - INFO - aerobic illusion 70.94 2023/07/07 17:52:36 - mmengine - INFO - aerobic bent leg(s) jump 32.06 2023/07/07 17:52:36 - mmengine - INFO - aerobic pike jump 32.76 2023/07/07 17:52:36 - mmengine - INFO - aerobic straddle jump 41.54 2023/07/07 17:52:36 - mmengine - INFO - aerobic split jump 29.41 2023/07/07 17:52:36 - mmengine - INFO - aerobic scissors leap 46.53 2023/07/07 17:52:36 - mmengine - INFO - aerobic split 51.89 2023/07/07 17:52:36 - mmengine - INFO - aerobic turn 67.52 2023/07/07 17:52:36 - mmengine - INFO - volleyball serve 93.38 2023/07/07 17:52:36 - mmengine - INFO - volleyball block 49.20 2023/07/07 17:52:36 - mmengine - INFO - volleyball first pass 45.04 2023/07/07 17:52:36 - mmengine - INFO - volleyball defend 27.47 2023/07/07 17:52:36 - mmengine - INFO - volleyball protect 7.36 2023/07/07 17:52:36 - mmengine - INFO - volleyball second pass 49.04 2023/07/07 17:52:36 - mmengine - INFO - volleyball adjust 3.39 2023/07/07 17:52:36 - mmengine - INFO - volleyball save 6.46 2023/07/07 17:52:36 - mmengine - INFO - volleyball second attack 0.51 2023/07/07 17:52:36 - mmengine - INFO - volleyball spike 47.29 2023/07/07 17:52:36 - mmengine - INFO - volleyball dink 0.00 2023/07/07 17:52:36 - mmengine - INFO - volleyball no offensive attack 2.51 2023/07/07 17:52:36 - mmengine - INFO - football shoot 2.75 2023/07/07 17:52:36 - mmengine - INFO - football long pass 22.80 2023/07/07 17:52:36 - mmengine - INFO - football short pass 35.84 2023/07/07 17:52:36 - mmengine - INFO - football through pass 0.58 2023/07/07 17:52:36 - mmengine - INFO - football cross 7.71 2023/07/07 17:52:36 - mmengine - INFO - football dribble 46.21 2023/07/07 17:52:36 - mmengine - INFO - football trap 39.16 2023/07/07 17:52:36 - mmengine - INFO - football throw 38.10 2023/07/07 17:52:36 - mmengine - INFO - football diving 25.78 2023/07/07 17:52:36 - mmengine - INFO - football tackle 0.23 2023/07/07 17:52:36 - mmengine - INFO - football steal 0.07 2023/07/07 17:52:36 - mmengine - INFO - football clearance 8.92 2023/07/07 17:52:36 - mmengine - INFO - football block 5.96 2023/07/07 17:52:36 - mmengine - INFO - football press 8.15 2023/07/07 17:52:36 - mmengine - INFO - football aerial duels 4.56 2023/07/07 17:52:36 - mmengine - INFO - basketball pass 24.62 2023/07/07 17:52:36 - mmengine - INFO - basketball drive 8.59 2023/07/07 17:52:36 - mmengine - INFO - basketball dribble 76.05 2023/07/07 17:52:36 - mmengine - INFO - basketball 3-point shot 35.05 2023/07/07 17:52:36 - mmengine - INFO - basketball 2-point shot 20.52 2023/07/07 17:52:36 - mmengine - INFO - basketball free throw 75.03 2023/07/07 17:52:36 - mmengine - INFO - basketball block 0.00 2023/07/07 17:52:36 - mmengine - INFO - basketball offensive rebound 1.19 2023/07/07 17:52:36 - mmengine - INFO - basketball defensive rebound 26.42 2023/07/07 17:52:36 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 17:52:36 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 17:52:36 - mmengine - INFO - basketball interfere shot 11.36 2023/07/07 17:52:36 - mmengine - INFO - basketball pick-and-roll defensive 0.73 2023/07/07 17:52:36 - mmengine - INFO - basketball sag 0.57 2023/07/07 17:52:36 - mmengine - INFO - basketball screen 2.35 2023/07/07 17:52:36 - mmengine - INFO - basketball pass-inbound 13.14 2023/07/07 17:52:36 - mmengine - INFO - mAP 31.11 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 17:54:31 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 17:54:31 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 17:54:31 - mmengine - INFO - VideoAP_0.2 2023/07/07 17:54:31 - mmengine - INFO - aerobic push up 59.38 2023/07/07 17:54:31 - mmengine - INFO - aerobic explosive push up 75.05 2023/07/07 17:54:31 - mmengine - INFO - aerobic explosive support 67.35 2023/07/07 17:54:31 - mmengine - INFO - aerobic leg circle 54.25 2023/07/07 17:54:31 - mmengine - INFO - aerobic helicopter 64.03 2023/07/07 17:54:31 - mmengine - INFO - aerobic support 80.19 2023/07/07 17:54:31 - mmengine - INFO - aerobic v support 29.58 2023/07/07 17:54:31 - mmengine - INFO - aerobic horizontal support 84.42 2023/07/07 17:54:31 - mmengine - INFO - aerobic straight jump 18.18 2023/07/07 17:54:31 - mmengine - INFO - aerobic illusion 56.72 2023/07/07 17:54:31 - mmengine - INFO - aerobic bent leg(s) jump 24.93 2023/07/07 17:54:31 - mmengine - INFO - aerobic pike jump 20.68 2023/07/07 17:54:31 - mmengine - INFO - aerobic straddle jump 31.94 2023/07/07 17:54:31 - mmengine - INFO - aerobic split jump 17.58 2023/07/07 17:54:31 - mmengine - INFO - aerobic scissors leap 35.70 2023/07/07 17:54:31 - mmengine - INFO - aerobic split 44.13 2023/07/07 17:54:31 - mmengine - INFO - aerobic turn 57.60 2023/07/07 17:54:31 - mmengine - INFO - volleyball serve 76.14 2023/07/07 17:54:31 - mmengine - INFO - volleyball block 29.15 2023/07/07 17:54:31 - mmengine - INFO - volleyball first pass 16.29 2023/07/07 17:54:31 - mmengine - INFO - volleyball defend 4.31 2023/07/07 17:54:31 - mmengine - INFO - volleyball protect 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball second pass 40.96 2023/07/07 17:54:31 - mmengine - INFO - volleyball adjust 0.20 2023/07/07 17:54:31 - mmengine - INFO - volleyball save 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball spike 17.93 2023/07/07 17:54:31 - mmengine - INFO - volleyball dink 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball no offensive attack 0.00 2023/07/07 17:54:31 - mmengine - INFO - football shoot 0.00 2023/07/07 17:54:31 - mmengine - INFO - football long pass 5.08 2023/07/07 17:54:31 - mmengine - INFO - football short pass 4.56 2023/07/07 17:54:31 - mmengine - INFO - football through pass 0.00 2023/07/07 17:54:31 - mmengine - INFO - football cross 0.00 2023/07/07 17:54:31 - mmengine - INFO - football dribble 29.25 2023/07/07 17:54:31 - mmengine - INFO - football trap 5.15 2023/07/07 17:54:31 - mmengine - INFO - football throw 10.00 2023/07/07 17:54:31 - mmengine - INFO - football diving 5.13 2023/07/07 17:54:31 - mmengine - INFO - football tackle 0.00 2023/07/07 17:54:31 - mmengine - INFO - football steal 0.00 2023/07/07 17:54:31 - mmengine - INFO - football clearance 4.17 2023/07/07 17:54:31 - mmengine - INFO - football block 0.00 2023/07/07 17:54:31 - mmengine - INFO - football press 4.16 2023/07/07 17:54:31 - mmengine - INFO - football aerial duels 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball pass 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball drive 1.14 2023/07/07 17:54:31 - mmengine - INFO - basketball dribble 34.78 2023/07/07 17:54:31 - mmengine - INFO - basketball 3-point shot 31.62 2023/07/07 17:54:31 - mmengine - INFO - basketball 2-point shot 6.00 2023/07/07 17:54:31 - mmengine - INFO - basketball free throw 78.87 2023/07/07 17:54:31 - mmengine - INFO - basketball block 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball defensive rebound 14.24 2023/07/07 17:54:31 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball interfere shot 3.97 2023/07/07 17:54:31 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball sag 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball screen 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 17:54:31 - mmengine - INFO - mAP 20.75 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 17:54:31 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 17:54:31 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 17:54:31 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 17:54:31 - mmengine - INFO - VideoAP_0.5 2023/07/07 17:54:31 - mmengine - INFO - aerobic push up 59.38 2023/07/07 17:54:31 - mmengine - INFO - aerobic explosive push up 73.08 2023/07/07 17:54:31 - mmengine - INFO - aerobic explosive support 58.70 2023/07/07 17:54:31 - mmengine - INFO - aerobic leg circle 39.76 2023/07/07 17:54:31 - mmengine - INFO - aerobic helicopter 42.63 2023/07/07 17:54:31 - mmengine - INFO - aerobic support 59.69 2023/07/07 17:54:31 - mmengine - INFO - aerobic v support 15.14 2023/07/07 17:54:31 - mmengine - INFO - aerobic horizontal support 49.00 2023/07/07 17:54:31 - mmengine - INFO - aerobic straight jump 15.01 2023/07/07 17:54:31 - mmengine - INFO - aerobic illusion 36.12 2023/07/07 17:54:31 - mmengine - INFO - aerobic bent leg(s) jump 19.02 2023/07/07 17:54:31 - mmengine - INFO - aerobic pike jump 14.19 2023/07/07 17:54:31 - mmengine - INFO - aerobic straddle jump 21.59 2023/07/07 17:54:31 - mmengine - INFO - aerobic split jump 15.73 2023/07/07 17:54:31 - mmengine - INFO - aerobic scissors leap 23.04 2023/07/07 17:54:31 - mmengine - INFO - aerobic split 34.89 2023/07/07 17:54:31 - mmengine - INFO - aerobic turn 44.82 2023/07/07 17:54:31 - mmengine - INFO - volleyball serve 63.47 2023/07/07 17:54:31 - mmengine - INFO - volleyball block 25.02 2023/07/07 17:54:31 - mmengine - INFO - volleyball first pass 16.29 2023/07/07 17:54:31 - mmengine - INFO - volleyball defend 3.83 2023/07/07 17:54:31 - mmengine - INFO - volleyball protect 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball second pass 35.48 2023/07/07 17:54:31 - mmengine - INFO - volleyball adjust 0.20 2023/07/07 17:54:31 - mmengine - INFO - volleyball save 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball spike 17.93 2023/07/07 17:54:31 - mmengine - INFO - volleyball dink 0.00 2023/07/07 17:54:31 - mmengine - INFO - volleyball no offensive attack 0.00 2023/07/07 17:54:31 - mmengine - INFO - football shoot 0.00 2023/07/07 17:54:31 - mmengine - INFO - football long pass 5.08 2023/07/07 17:54:31 - mmengine - INFO - football short pass 3.59 2023/07/07 17:54:31 - mmengine - INFO - football through pass 0.00 2023/07/07 17:54:31 - mmengine - INFO - football cross 0.00 2023/07/07 17:54:31 - mmengine - INFO - football dribble 8.24 2023/07/07 17:54:31 - mmengine - INFO - football trap 4.42 2023/07/07 17:54:31 - mmengine - INFO - football throw 10.00 2023/07/07 17:54:31 - mmengine - INFO - football diving 5.13 2023/07/07 17:54:31 - mmengine - INFO - football tackle 0.00 2023/07/07 17:54:31 - mmengine - INFO - football steal 0.00 2023/07/07 17:54:31 - mmengine - INFO - football clearance 4.17 2023/07/07 17:54:31 - mmengine - INFO - football block 0.00 2023/07/07 17:54:31 - mmengine - INFO - football press 0.00 2023/07/07 17:54:31 - mmengine - INFO - football aerial duels 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball pass 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball drive 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball dribble 12.86 2023/07/07 17:54:31 - mmengine - INFO - basketball 3-point shot 29.43 2023/07/07 17:54:31 - mmengine - INFO - basketball 2-point shot 2.76 2023/07/07 17:54:31 - mmengine - INFO - basketball free throw 42.49 2023/07/07 17:54:31 - mmengine - INFO - basketball block 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball defensive rebound 10.84 2023/07/07 17:54:31 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball interfere shot 2.12 2023/07/07 17:54:31 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball sag 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball screen 0.00 2023/07/07 17:54:31 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 17:54:31 - mmengine - INFO - mAP 15.42 2023/07/07 17:54:36 - mmengine - INFO - Epoch(val) [1][12617/12617] mAP/frameAP: 31.1147 mAP/v_map@0.2: 20.7465 mAP/v_map@0.5: 15.4184 mAP/v_map_0.05:0.45: 19.7724 mAP/v_map_0.10:0.90: 13.3348 mAP/v_map_0.50:0.95: 7.2648 data_time: 0.0403 time: 0.0764 2023/07/07 17:54:40 - mmengine - INFO - The best checkpoint with 31.1147 mAP/frameAP at 1 epoch is saved to best_mAP_frameAP_epoch_1.pth. 2023/07/07 17:55:28 - mmengine - INFO - Epoch(train) [2][ 20/2255] lr: 3.6562e-03 eta: 8:12:28 time: 2.3919 data_time: 0.5547 memory: 18620 grad_norm: 6.2617 loss: 1.3885 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.3885 2023/07/07 17:56:03 - mmengine - INFO - Epoch(train) [2][ 40/2255] lr: 3.6562e-03 eta: 8:11:31 time: 1.7317 data_time: 0.0917 memory: 18620 grad_norm: 5.6490 loss: 1.2799 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 1.2799 2023/07/07 17:56:45 - mmengine - INFO - Epoch(train) [2][ 60/2255] lr: 3.6562e-03 eta: 8:11:24 time: 2.0964 data_time: 0.0842 memory: 18620 grad_norm: 6.3919 loss: 1.4849 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.6061 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 1.4849 2023/07/07 17:57:18 - mmengine - INFO - Epoch(train) [2][ 80/2255] lr: 3.6562e-03 eta: 8:10:20 time: 1.6791 data_time: 0.0934 memory: 18620 grad_norm: 6.2276 loss: 1.5392 recall@thr=0.5: 0.6154 prec@thr=0.5: 0.6154 recall@top3: 0.7692 prec@top3: 0.2564 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 1.5392 2023/07/07 17:57:56 - mmengine - INFO - Epoch(train) [2][ 100/2255] lr: 3.6562e-03 eta: 8:09:43 time: 1.8759 data_time: 0.0929 memory: 18620 grad_norm: 6.1180 loss: 1.3069 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6176 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 1.3069 2023/07/07 17:58:30 - mmengine - INFO - Epoch(train) [2][ 120/2255] lr: 3.6562e-03 eta: 8:08:40 time: 1.6835 data_time: 0.1311 memory: 18620 grad_norm: 5.9024 loss: 1.3171 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.7273 prec@top3: 0.2424 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 1.3171 2023/07/07 17:59:06 - mmengine - INFO - Epoch(train) [2][ 140/2255] lr: 3.6562e-03 eta: 8:07:57 time: 1.8251 data_time: 0.1101 memory: 18620 grad_norm: 5.9405 loss: 1.3413 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7187 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 1.3413 2023/07/07 17:59:43 - mmengine - INFO - Epoch(train) [2][ 160/2255] lr: 3.6562e-03 eta: 8:07:17 time: 1.8557 data_time: 0.1063 memory: 18620 grad_norm: 5.8162 loss: 1.4143 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.9630 prec@top3: 0.3210 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 1.4143 2023/07/07 18:00:16 - mmengine - INFO - Epoch(train) [2][ 180/2255] lr: 3.6562e-03 eta: 8:06:13 time: 1.6654 data_time: 0.0962 memory: 18620 grad_norm: 5.5618 loss: 1.5279 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8636 prec@top5: 0.1727 loss_action_cls: 1.5279 2023/07/07 18:00:56 - mmengine - INFO - Epoch(train) [2][ 200/2255] lr: 3.6562e-03 eta: 8:05:50 time: 1.9816 data_time: 0.0963 memory: 18620 grad_norm: 5.7481 loss: 1.2019 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9444 prec@top5: 0.1889 loss_action_cls: 1.2019 2023/07/07 18:01:27 - mmengine - INFO - Epoch(train) [2][ 220/2255] lr: 3.6562e-03 eta: 8:04:29 time: 1.5236 data_time: 0.0985 memory: 18620 grad_norm: 5.3063 loss: 1.3876 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.7879 recall@top3: 0.9697 prec@top3: 0.3232 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.3876 2023/07/07 18:02:06 - mmengine - INFO - Epoch(train) [2][ 240/2255] lr: 3.6562e-03 eta: 8:04:04 time: 1.9677 data_time: 0.0910 memory: 18620 grad_norm: 5.2595 loss: 1.4753 recall@thr=0.5: 0.4138 prec@thr=0.5: 0.4138 recall@top3: 0.6897 prec@top3: 0.2299 recall@top5: 0.7931 prec@top5: 0.1586 loss_action_cls: 1.4753 2023/07/07 18:02:40 - mmengine - INFO - Epoch(train) [2][ 260/2255] lr: 3.6562e-03 eta: 8:03:09 time: 1.7224 data_time: 0.1047 memory: 18620 grad_norm: 5.3317 loss: 1.5825 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.7727 prec@top3: 0.2576 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 1.5825 2023/07/07 18:03:19 - mmengine - INFO - Epoch(train) [2][ 280/2255] lr: 3.6562e-03 eta: 8:02:36 time: 1.9065 data_time: 0.0863 memory: 18620 grad_norm: 5.5288 loss: 1.3689 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.3689 2023/07/07 18:03:52 - mmengine - INFO - Epoch(train) [2][ 300/2255] lr: 3.6562e-03 eta: 8:01:36 time: 1.6784 data_time: 0.0858 memory: 18620 grad_norm: 5.1050 loss: 1.3324 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.6923 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 1.3324 2023/07/07 18:04:28 - mmengine - INFO - Epoch(train) [2][ 320/2255] lr: 3.6562e-03 eta: 8:00:48 time: 1.7741 data_time: 0.1234 memory: 18620 grad_norm: 5.0792 loss: 1.3115 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6296 recall@top3: 0.7407 prec@top3: 0.2469 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 1.3115 2023/07/07 18:05:03 - mmengine - INFO - Epoch(train) [2][ 340/2255] lr: 3.6562e-03 eta: 7:59:56 time: 1.7473 data_time: 0.0922 memory: 18620 grad_norm: 5.5109 loss: 1.5412 recall@thr=0.5: 0.5769 prec@thr=0.5: 0.5769 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 1.5412 2023/07/07 18:05:40 - mmengine - INFO - Epoch(train) [2][ 360/2255] lr: 3.6562e-03 eta: 7:59:21 time: 1.8825 data_time: 0.0923 memory: 18620 grad_norm: 5.1849 loss: 1.3301 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8205 prec@top3: 0.2735 recall@top5: 0.8974 prec@top5: 0.1795 loss_action_cls: 1.3301 2023/07/07 18:06:13 - mmengine - INFO - Epoch(train) [2][ 380/2255] lr: 3.6562e-03 eta: 7:58:18 time: 1.6462 data_time: 0.0902 memory: 18620 grad_norm: 5.2625 loss: 1.2900 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 1.2900 2023/07/07 18:06:52 - mmengine - INFO - Epoch(train) [2][ 400/2255] lr: 3.6562e-03 eta: 7:57:49 time: 1.9352 data_time: 0.0881 memory: 18620 grad_norm: 5.3566 loss: 1.2754 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 1.2754 2023/07/07 18:07:25 - mmengine - INFO - Epoch(train) [2][ 420/2255] lr: 3.6562e-03 eta: 7:56:50 time: 1.6742 data_time: 0.1004 memory: 18620 grad_norm: 5.1090 loss: 1.4340 recall@thr=0.5: 0.5909 prec@thr=0.5: 0.5909 recall@top3: 0.7273 prec@top3: 0.2424 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 1.4340 2023/07/07 18:08:00 - mmengine - INFO - Epoch(train) [2][ 440/2255] lr: 3.6562e-03 eta: 7:56:00 time: 1.7440 data_time: 0.1076 memory: 18620 grad_norm: 5.1663 loss: 1.2803 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 1.2803 2023/07/07 18:08:37 - mmengine - INFO - Epoch(train) [2][ 460/2255] lr: 3.6562e-03 eta: 7:55:19 time: 1.8344 data_time: 0.0858 memory: 18620 grad_norm: 5.4289 loss: 1.2665 recall@thr=0.5: 0.5385 prec@thr=0.5: 0.5385 recall@top3: 0.6923 prec@top3: 0.2308 recall@top5: 0.7692 prec@top5: 0.1538 loss_action_cls: 1.2665 2023/07/07 18:09:13 - mmengine - INFO - Epoch(train) [2][ 480/2255] lr: 3.6562e-03 eta: 7:54:35 time: 1.7936 data_time: 0.1028 memory: 18620 grad_norm: 5.3613 loss: 1.3809 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.3809 2023/07/07 18:09:47 - mmengine - INFO - Epoch(train) [2][ 500/2255] lr: 3.6562e-03 eta: 7:53:39 time: 1.6971 data_time: 0.1014 memory: 18620 grad_norm: 5.5819 loss: 1.2962 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 1.2962 2023/07/07 18:10:26 - mmengine - INFO - Epoch(train) [2][ 520/2255] lr: 3.6562e-03 eta: 7:53:13 time: 1.9556 data_time: 0.0986 memory: 18620 grad_norm: 4.8911 loss: 1.1910 recall@thr=0.5: 0.4333 prec@thr=0.5: 0.4333 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.1910 2023/07/07 18:10:58 - mmengine - INFO - Epoch(train) [2][ 540/2255] lr: 3.6562e-03 eta: 7:52:08 time: 1.6042 data_time: 0.0885 memory: 18620 grad_norm: 5.1181 loss: 1.2459 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7407 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 1.2459 2023/07/07 18:11:35 - mmengine - INFO - Epoch(train) [2][ 560/2255] lr: 3.6562e-03 eta: 7:51:30 time: 1.8580 data_time: 0.1046 memory: 18620 grad_norm: 4.9994 loss: 1.4083 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7200 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 0.8800 prec@top5: 0.1760 loss_action_cls: 1.4083 2023/07/07 18:12:09 - mmengine - INFO - Epoch(train) [2][ 580/2255] lr: 3.6562e-03 eta: 7:50:37 time: 1.7044 data_time: 0.0850 memory: 18620 grad_norm: 5.0273 loss: 1.3320 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8286 recall@top3: 0.9143 prec@top3: 0.3048 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 1.3320 2023/07/07 18:12:45 - mmengine - INFO - Epoch(train) [2][ 600/2255] lr: 3.6562e-03 eta: 7:49:55 time: 1.8128 data_time: 0.0975 memory: 18620 grad_norm: 5.1492 loss: 1.2266 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.5185 recall@top3: 0.7407 prec@top3: 0.2469 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 1.2266 2023/07/07 18:13:18 - mmengine - INFO - Epoch(train) [2][ 620/2255] lr: 3.6562e-03 eta: 7:48:55 time: 1.6386 data_time: 0.0923 memory: 18620 grad_norm: 5.1567 loss: 1.2157 recall@thr=0.5: 0.6316 prec@thr=0.5: 0.6316 recall@top3: 0.7632 prec@top3: 0.2544 recall@top5: 0.8158 prec@top5: 0.1632 loss_action_cls: 1.2157 2023/07/07 18:13:56 - mmengine - INFO - Epoch(train) [2][ 640/2255] lr: 3.6562e-03 eta: 7:48:20 time: 1.8799 data_time: 0.0891 memory: 18620 grad_norm: 5.1287 loss: 1.1988 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7083 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 1.1988 2023/07/07 18:14:29 - mmengine - INFO - Epoch(train) [2][ 660/2255] lr: 3.6562e-03 eta: 7:47:23 time: 1.6581 data_time: 0.0865 memory: 18620 grad_norm: 5.0345 loss: 1.2725 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.5625 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.2725 2023/07/07 18:15:06 - mmengine - INFO - Epoch(train) [2][ 680/2255] lr: 3.6562e-03 eta: 7:46:44 time: 1.8363 data_time: 0.0833 memory: 18620 grad_norm: 4.5692 loss: 1.1405 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 1.1405 2023/07/07 18:15:40 - mmengine - INFO - Epoch(train) [2][ 700/2255] lr: 3.6562e-03 eta: 7:45:51 time: 1.6967 data_time: 0.1040 memory: 18620 grad_norm: 4.8008 loss: 1.3871 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6538 recall@top3: 0.7308 prec@top3: 0.2436 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 1.3871 2023/07/07 18:16:17 - mmengine - INFO - Epoch(train) [2][ 720/2255] lr: 3.6562e-03 eta: 7:45:16 time: 1.8718 data_time: 0.0845 memory: 18620 grad_norm: 5.2256 loss: 1.2593 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 1.2593 2023/07/07 18:16:49 - mmengine - INFO - Epoch(train) [2][ 740/2255] lr: 3.6562e-03 eta: 7:44:15 time: 1.6188 data_time: 0.1082 memory: 18620 grad_norm: 4.9679 loss: 1.1236 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 1.1236 2023/07/07 18:16:59 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 18:17:28 - mmengine - INFO - Epoch(train) [2][ 760/2255] lr: 3.6562e-03 eta: 7:43:44 time: 1.9139 data_time: 0.0934 memory: 18620 grad_norm: 4.5665 loss: 1.1966 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7407 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 1.1966 2023/07/07 18:18:00 - mmengine - INFO - Epoch(train) [2][ 780/2255] lr: 3.6562e-03 eta: 7:42:46 time: 1.6380 data_time: 0.0927 memory: 18620 grad_norm: 4.8229 loss: 1.1706 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.7241 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 1.1706 2023/07/07 18:18:39 - mmengine - INFO - Epoch(train) [2][ 800/2255] lr: 3.6562e-03 eta: 7:42:16 time: 1.9194 data_time: 0.0960 memory: 18620 grad_norm: 5.1608 loss: 1.1068 recall@thr=0.5: 0.5862 prec@thr=0.5: 0.5862 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 1.1068 2023/07/07 18:19:12 - mmengine - INFO - Epoch(train) [2][ 820/2255] lr: 3.6562e-03 eta: 7:41:18 time: 1.6418 data_time: 0.0789 memory: 18620 grad_norm: 4.8427 loss: 1.2437 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6400 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 1.2437 2023/07/07 18:19:51 - mmengine - INFO - Epoch(train) [2][ 840/2255] lr: 3.6562e-03 eta: 7:40:51 time: 1.9543 data_time: 0.0893 memory: 18620 grad_norm: 4.7030 loss: 1.1882 recall@thr=0.5: 0.5238 prec@thr=0.5: 0.5238 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.8095 prec@top5: 0.1619 loss_action_cls: 1.1882 2023/07/07 18:20:22 - mmengine - INFO - Epoch(train) [2][ 860/2255] lr: 3.6562e-03 eta: 7:39:46 time: 1.5554 data_time: 0.0856 memory: 18620 grad_norm: 4.6978 loss: 1.3564 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7188 prec@top3: 0.2396 recall@top5: 0.7500 prec@top5: 0.1500 loss_action_cls: 1.3564 2023/07/07 18:20:57 - mmengine - INFO - Epoch(train) [2][ 880/2255] lr: 3.6562e-03 eta: 7:39:00 time: 1.7465 data_time: 0.1127 memory: 18620 grad_norm: 4.6604 loss: 1.2099 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.9000 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 1.2099 2023/07/07 18:21:32 - mmengine - INFO - Epoch(train) [2][ 900/2255] lr: 3.6562e-03 eta: 7:38:15 time: 1.7659 data_time: 0.1078 memory: 18620 grad_norm: 4.4244 loss: 1.3467 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.6579 recall@top3: 0.8421 prec@top3: 0.2807 recall@top5: 0.8684 prec@top5: 0.1737 loss_action_cls: 1.3467 2023/07/07 18:22:10 - mmengine - INFO - Epoch(train) [2][ 920/2255] lr: 3.6562e-03 eta: 7:37:43 time: 1.8983 data_time: 0.0831 memory: 18620 grad_norm: 4.8242 loss: 1.2127 recall@thr=0.5: 0.7027 prec@thr=0.5: 0.7027 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.9730 prec@top5: 0.1946 loss_action_cls: 1.2127 2023/07/07 18:22:44 - mmengine - INFO - Epoch(train) [2][ 940/2255] lr: 3.6562e-03 eta: 7:36:50 time: 1.6774 data_time: 0.0884 memory: 18620 grad_norm: 5.0625 loss: 1.2574 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 1.2574 2023/07/07 18:23:19 - mmengine - INFO - Epoch(train) [2][ 960/2255] lr: 3.6562e-03 eta: 7:36:04 time: 1.7449 data_time: 0.0807 memory: 18620 grad_norm: 4.7143 loss: 1.2038 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8235 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 1.2038 2023/07/07 18:23:56 - mmengine - INFO - Epoch(train) [2][ 980/2255] lr: 3.6562e-03 eta: 7:35:32 time: 1.8986 data_time: 0.0843 memory: 18620 grad_norm: 4.8928 loss: 1.1789 recall@thr=0.5: 0.5455 prec@thr=0.5: 0.5455 recall@top3: 0.7576 prec@top3: 0.2525 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 1.1789 2023/07/07 18:24:27 - mmengine - INFO - Epoch(train) [2][1000/2255] lr: 3.6562e-03 eta: 7:34:24 time: 1.5116 data_time: 0.0805 memory: 18620 grad_norm: 4.6486 loss: 1.2492 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.2492 2023/07/07 18:25:06 - mmengine - INFO - Epoch(train) [2][1020/2255] lr: 3.6562e-03 eta: 7:33:56 time: 1.9453 data_time: 0.1195 memory: 18620 grad_norm: 4.8016 loss: 1.1638 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7727 recall@top3: 0.9318 prec@top3: 0.3106 recall@top5: 0.9318 prec@top5: 0.1864 loss_action_cls: 1.1638 2023/07/07 18:25:39 - mmengine - INFO - Epoch(train) [2][1040/2255] lr: 3.6562e-03 eta: 7:33:04 time: 1.6649 data_time: 0.0824 memory: 18620 grad_norm: 4.6006 loss: 1.1735 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6400 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 1.1735 2023/07/07 18:26:15 - mmengine - INFO - Epoch(train) [2][1060/2255] lr: 3.6562e-03 eta: 7:32:22 time: 1.7961 data_time: 0.0983 memory: 18620 grad_norm: 4.3411 loss: 1.3357 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.7812 prec@top3: 0.2604 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 1.3357 2023/07/07 18:26:46 - mmengine - INFO - Epoch(train) [2][1080/2255] lr: 3.6562e-03 eta: 7:31:22 time: 1.5755 data_time: 0.0894 memory: 18620 grad_norm: 4.7662 loss: 1.1861 recall@thr=0.5: 0.4167 prec@thr=0.5: 0.4167 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 1.1861 2023/07/07 18:27:25 - mmengine - INFO - Epoch(train) [2][1100/2255] lr: 3.6562e-03 eta: 7:30:52 time: 1.9218 data_time: 0.1046 memory: 18620 grad_norm: 4.6148 loss: 1.1127 recall@thr=0.5: 0.6774 prec@thr=0.5: 0.6774 recall@top3: 0.7097 prec@top3: 0.2366 recall@top5: 0.7742 prec@top5: 0.1548 loss_action_cls: 1.1127 2023/07/07 18:27:57 - mmengine - INFO - Epoch(train) [2][1120/2255] lr: 3.6562e-03 eta: 7:29:56 time: 1.6245 data_time: 0.0864 memory: 18620 grad_norm: 4.7788 loss: 1.2340 recall@thr=0.5: 0.6977 prec@thr=0.5: 0.6977 recall@top3: 0.7674 prec@top3: 0.2558 recall@top5: 0.7907 prec@top5: 0.1581 loss_action_cls: 1.2340 2023/07/07 18:28:35 - mmengine - INFO - Epoch(train) [2][1140/2255] lr: 3.6562e-03 eta: 7:29:21 time: 1.8621 data_time: 0.0958 memory: 18620 grad_norm: 4.4155 loss: 1.1663 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8611 prec@top5: 0.1722 loss_action_cls: 1.1663 2023/07/07 18:29:07 - mmengine - INFO - Epoch(train) [2][1160/2255] lr: 3.6562e-03 eta: 7:28:28 time: 1.6451 data_time: 0.0841 memory: 18620 grad_norm: 4.7667 loss: 1.1499 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.8286 prec@top3: 0.2762 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 1.1499 2023/07/07 18:29:40 - mmengine - INFO - Epoch(train) [2][1180/2255] lr: 3.6562e-03 eta: 7:27:34 time: 1.6384 data_time: 0.1011 memory: 18620 grad_norm: 4.7052 loss: 1.0990 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 1.0990 2023/07/07 18:30:13 - mmengine - INFO - Epoch(train) [2][1200/2255] lr: 3.6562e-03 eta: 7:26:42 time: 1.6608 data_time: 0.0847 memory: 18620 grad_norm: 4.3892 loss: 1.2749 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 1.2749 2023/07/07 18:30:49 - mmengine - INFO - Epoch(train) [2][1220/2255] lr: 3.6562e-03 eta: 7:26:00 time: 1.7755 data_time: 0.0984 memory: 18620 grad_norm: 4.4646 loss: 1.2810 recall@thr=0.5: 0.7674 prec@thr=0.5: 0.7674 recall@top3: 0.8140 prec@top3: 0.2713 recall@top5: 0.8837 prec@top5: 0.1767 loss_action_cls: 1.2810 2023/07/07 18:31:20 - mmengine - INFO - Epoch(train) [2][1240/2255] lr: 3.6562e-03 eta: 7:25:01 time: 1.5717 data_time: 0.0886 memory: 18620 grad_norm: 4.5062 loss: 1.1732 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 1.1732 2023/07/07 18:31:54 - mmengine - INFO - Epoch(train) [2][1260/2255] lr: 3.6562e-03 eta: 7:24:13 time: 1.6990 data_time: 0.1009 memory: 18620 grad_norm: 4.6162 loss: 1.1244 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 1.1244 2023/07/07 18:32:26 - mmengine - INFO - Epoch(train) [2][1280/2255] lr: 3.6562e-03 eta: 7:23:15 time: 1.5791 data_time: 0.2095 memory: 18620 grad_norm: 5.0228 loss: 1.2266 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.7750 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.2266 2023/07/07 18:33:04 - mmengine - INFO - Epoch(train) [2][1300/2255] lr: 3.6562e-03 eta: 7:22:43 time: 1.8868 data_time: 0.1551 memory: 18620 grad_norm: 4.5066 loss: 1.0195 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.7879 prec@top3: 0.2626 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 1.0195 2023/07/07 18:33:37 - mmengine - INFO - Epoch(train) [2][1320/2255] lr: 3.6562e-03 eta: 7:21:54 time: 1.6758 data_time: 0.0767 memory: 18620 grad_norm: 4.6302 loss: 1.1222 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 1.1222 2023/07/07 18:34:09 - mmengine - INFO - Epoch(train) [2][1340/2255] lr: 3.6562e-03 eta: 7:20:56 time: 1.5682 data_time: 0.0953 memory: 18620 grad_norm: 4.5119 loss: 1.1075 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.6071 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7857 prec@top5: 0.1571 loss_action_cls: 1.1075 2023/07/07 18:34:40 - mmengine - INFO - Epoch(train) [2][1360/2255] lr: 3.6562e-03 eta: 7:19:59 time: 1.5767 data_time: 0.0941 memory: 18620 grad_norm: 4.5103 loss: 1.1243 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 1.1243 2023/07/07 18:35:16 - mmengine - INFO - Epoch(train) [2][1380/2255] lr: 3.6562e-03 eta: 7:19:18 time: 1.7737 data_time: 0.1054 memory: 18620 grad_norm: 4.1336 loss: 1.0086 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.8205 recall@top3: 0.9744 prec@top3: 0.3248 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.0086 2023/07/07 18:35:46 - mmengine - INFO - Epoch(train) [2][1400/2255] lr: 3.6562e-03 eta: 7:18:17 time: 1.5296 data_time: 0.0990 memory: 18620 grad_norm: 4.5011 loss: 1.1485 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.5185 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 1.1485 2023/07/07 18:36:22 - mmengine - INFO - Epoch(train) [2][1420/2255] lr: 3.6562e-03 eta: 7:17:37 time: 1.7728 data_time: 0.1027 memory: 18620 grad_norm: 4.7106 loss: 1.0211 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8056 prec@top3: 0.2685 recall@top5: 0.8611 prec@top5: 0.1722 loss_action_cls: 1.0211 2023/07/07 18:36:57 - mmengine - INFO - Epoch(train) [2][1440/2255] lr: 3.6562e-03 eta: 7:16:54 time: 1.7511 data_time: 0.0900 memory: 18620 grad_norm: 4.5672 loss: 1.1187 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6875 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.9062 prec@top5: 0.1812 loss_action_cls: 1.1187 2023/07/07 18:37:30 - mmengine - INFO - Epoch(train) [2][1460/2255] lr: 3.6562e-03 eta: 7:16:06 time: 1.6763 data_time: 0.1006 memory: 18620 grad_norm: 4.3925 loss: 1.0990 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.7879 prec@top3: 0.2626 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 1.0990 2023/07/07 18:38:01 - mmengine - INFO - Epoch(train) [2][1480/2255] lr: 3.6562e-03 eta: 7:15:09 time: 1.5662 data_time: 0.0779 memory: 18620 grad_norm: 4.2864 loss: 1.0151 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.7241 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8276 prec@top5: 0.1655 loss_action_cls: 1.0151 2023/07/07 18:38:37 - mmengine - INFO - Epoch(train) [2][1500/2255] lr: 3.6562e-03 eta: 7:14:29 time: 1.7690 data_time: 0.0813 memory: 18620 grad_norm: 4.5763 loss: 1.0959 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.0959 2023/07/07 18:39:10 - mmengine - INFO - Epoch(train) [2][1520/2255] lr: 3.6562e-03 eta: 7:13:41 time: 1.6787 data_time: 0.0737 memory: 18620 grad_norm: 4.5495 loss: 1.0621 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.8485 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 1.0621 2023/07/07 18:39:46 - mmengine - INFO - Epoch(train) [2][1540/2255] lr: 3.6562e-03 eta: 7:13:01 time: 1.7711 data_time: 0.0837 memory: 18620 grad_norm: 4.8087 loss: 1.2439 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.6389 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8611 prec@top5: 0.1722 loss_action_cls: 1.2439 2023/07/07 18:40:16 - mmengine - INFO - Epoch(train) [2][1560/2255] lr: 3.6562e-03 eta: 7:12:00 time: 1.5052 data_time: 0.0956 memory: 18620 grad_norm: 4.3985 loss: 1.0950 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.8485 recall@top3: 0.9394 prec@top3: 0.3131 recall@top5: 0.9697 prec@top5: 0.1939 loss_action_cls: 1.0950 2023/07/07 18:40:52 - mmengine - INFO - Epoch(train) [2][1580/2255] lr: 3.6562e-03 eta: 7:11:24 time: 1.8222 data_time: 0.0959 memory: 18620 grad_norm: 4.3120 loss: 1.1003 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.7941 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 1.1003 2023/07/07 18:41:24 - mmengine - INFO - Epoch(train) [2][1600/2255] lr: 3.6562e-03 eta: 7:10:31 time: 1.5999 data_time: 0.0803 memory: 18620 grad_norm: 4.5132 loss: 1.1746 recall@thr=0.5: 0.9394 prec@thr=0.5: 0.9394 recall@top3: 0.9394 prec@top3: 0.3131 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 1.1746 2023/07/07 18:41:59 - mmengine - INFO - Epoch(train) [2][1620/2255] lr: 3.6562e-03 eta: 7:09:50 time: 1.7549 data_time: 0.0852 memory: 18620 grad_norm: 4.5536 loss: 1.0950 recall@thr=0.5: 0.5405 prec@thr=0.5: 0.5405 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 1.0950 2023/07/07 18:42:30 - mmengine - INFO - Epoch(train) [2][1640/2255] lr: 3.6562e-03 eta: 7:08:53 time: 1.5368 data_time: 0.0817 memory: 18620 grad_norm: 4.4186 loss: 0.9500 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7750 prec@top3: 0.2583 recall@top5: 0.8500 prec@top5: 0.1700 loss_action_cls: 0.9500 2023/07/07 18:43:07 - mmengine - INFO - Epoch(train) [2][1660/2255] lr: 3.6562e-03 eta: 7:08:18 time: 1.8384 data_time: 0.0774 memory: 18620 grad_norm: 4.2592 loss: 1.1099 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9143 prec@top3: 0.3048 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 1.1099 2023/07/07 18:43:38 - mmengine - INFO - Epoch(train) [2][1680/2255] lr: 3.6562e-03 eta: 7:07:22 time: 1.5438 data_time: 0.0760 memory: 18620 grad_norm: 4.3748 loss: 1.1294 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.7931 prec@top3: 0.2644 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 1.1294 2023/07/07 18:44:13 - mmengine - INFO - Epoch(train) [2][1700/2255] lr: 3.6562e-03 eta: 7:06:41 time: 1.7552 data_time: 0.1097 memory: 18620 grad_norm: 4.6566 loss: 1.0355 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.7632 recall@top3: 0.9211 prec@top3: 0.3070 recall@top5: 0.9211 prec@top5: 0.1842 loss_action_cls: 1.0355 2023/07/07 18:44:44 - mmengine - INFO - Epoch(train) [2][1720/2255] lr: 3.6562e-03 eta: 7:05:46 time: 1.5538 data_time: 0.0803 memory: 18620 grad_norm: 4.7166 loss: 1.1472 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.5714 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 1.1472 2023/07/07 18:45:18 - mmengine - INFO - Epoch(train) [2][1740/2255] lr: 3.6562e-03 eta: 7:05:00 time: 1.6805 data_time: 0.0799 memory: 18620 grad_norm: 4.1356 loss: 1.1363 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.8800 prec@top5: 0.1760 loss_action_cls: 1.1363 2023/07/07 18:45:24 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 18:45:49 - mmengine - INFO - Epoch(train) [2][1760/2255] lr: 3.6562e-03 eta: 7:04:06 time: 1.5697 data_time: 0.0871 memory: 18620 grad_norm: 4.4895 loss: 0.9902 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7917 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.9902 2023/07/07 18:46:25 - mmengine - INFO - Epoch(train) [2][1780/2255] lr: 3.6562e-03 eta: 7:03:27 time: 1.7736 data_time: 0.0872 memory: 18620 grad_norm: 4.4359 loss: 1.1091 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.5417 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.1091 2023/07/07 18:46:55 - mmengine - INFO - Epoch(train) [2][1800/2255] lr: 3.6562e-03 eta: 7:02:32 time: 1.5376 data_time: 0.0744 memory: 18620 grad_norm: 4.5822 loss: 1.0851 recall@thr=0.5: 0.8800 prec@thr=0.5: 0.8800 recall@top3: 0.9200 prec@top3: 0.3067 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 1.0851 2023/07/07 18:47:31 - mmengine - INFO - Epoch(train) [2][1820/2255] lr: 3.6562e-03 eta: 7:01:53 time: 1.7796 data_time: 0.0787 memory: 18620 grad_norm: 4.3730 loss: 0.9835 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7568 recall@top3: 0.9189 prec@top3: 0.3063 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.9835 2023/07/07 18:48:02 - mmengine - INFO - Epoch(train) [2][1840/2255] lr: 3.6562e-03 eta: 7:00:59 time: 1.5435 data_time: 0.0724 memory: 18620 grad_norm: 4.3555 loss: 1.1415 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7917 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.1415 2023/07/07 18:48:37 - mmengine - INFO - Epoch(train) [2][1860/2255] lr: 3.6562e-03 eta: 7:00:19 time: 1.7617 data_time: 0.1026 memory: 18620 grad_norm: 4.5544 loss: 1.0500 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.6061 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 1.0500 2023/07/07 18:49:08 - mmengine - INFO - Epoch(train) [2][1880/2255] lr: 3.6562e-03 eta: 6:59:24 time: 1.5356 data_time: 0.0739 memory: 18620 grad_norm: 4.5539 loss: 1.1521 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 1.1521 2023/07/07 18:49:42 - mmengine - INFO - Epoch(train) [2][1900/2255] lr: 3.6562e-03 eta: 6:58:42 time: 1.7119 data_time: 0.0787 memory: 18620 grad_norm: 4.3509 loss: 1.0204 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 1.0204 2023/07/07 18:50:11 - mmengine - INFO - Epoch(train) [2][1920/2255] lr: 3.6562e-03 eta: 6:57:41 time: 1.4395 data_time: 0.0848 memory: 18620 grad_norm: 4.2977 loss: 0.9462 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8095 recall@top3: 0.9048 prec@top3: 0.3016 recall@top5: 0.9524 prec@top5: 0.1905 loss_action_cls: 0.9462 2023/07/07 18:50:45 - mmengine - INFO - Epoch(train) [2][1940/2255] lr: 3.6562e-03 eta: 6:57:00 time: 1.7290 data_time: 0.0787 memory: 18620 grad_norm: 4.5608 loss: 1.1126 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 1.1126 2023/07/07 18:51:17 - mmengine - INFO - Epoch(train) [2][1960/2255] lr: 3.6562e-03 eta: 6:56:07 time: 1.5622 data_time: 0.0917 memory: 18620 grad_norm: 4.3420 loss: 1.0740 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 1.0740 2023/07/07 18:51:51 - mmengine - INFO - Epoch(train) [2][1980/2255] lr: 3.6562e-03 eta: 6:55:27 time: 1.7318 data_time: 0.0868 memory: 18620 grad_norm: 4.4872 loss: 1.0265 recall@thr=0.5: 0.8846 prec@thr=0.5: 0.8846 recall@top3: 0.9615 prec@top3: 0.3205 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 1.0265 2023/07/07 18:52:24 - mmengine - INFO - Epoch(train) [2][2000/2255] lr: 3.6562e-03 eta: 6:54:38 time: 1.6178 data_time: 0.0653 memory: 18620 grad_norm: 4.1793 loss: 1.1173 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6400 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8800 prec@top5: 0.1760 loss_action_cls: 1.1173 2023/07/07 18:52:57 - mmengine - INFO - Epoch(train) [2][2020/2255] lr: 3.6562e-03 eta: 6:53:54 time: 1.6784 data_time: 0.0956 memory: 18620 grad_norm: 4.4741 loss: 1.1628 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 1.1628 2023/07/07 18:53:27 - mmengine - INFO - Epoch(train) [2][2040/2255] lr: 3.6562e-03 eta: 6:52:59 time: 1.5057 data_time: 0.0758 memory: 18620 grad_norm: 4.4101 loss: 1.0175 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 1.0175 2023/07/07 18:54:02 - mmengine - INFO - Epoch(train) [2][2060/2255] lr: 3.6562e-03 eta: 6:52:18 time: 1.7290 data_time: 0.0747 memory: 18620 grad_norm: 4.3487 loss: 1.1047 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 1.1047 2023/07/07 18:54:33 - mmengine - INFO - Epoch(train) [2][2080/2255] lr: 3.6562e-03 eta: 6:51:25 time: 1.5391 data_time: 0.0685 memory: 18620 grad_norm: 4.8906 loss: 1.0783 recall@thr=0.5: 0.5862 prec@thr=0.5: 0.5862 recall@top3: 0.6897 prec@top3: 0.2299 recall@top5: 0.7931 prec@top5: 0.1586 loss_action_cls: 1.0783 2023/07/07 18:55:06 - mmengine - INFO - Epoch(train) [2][2100/2255] lr: 3.6562e-03 eta: 6:50:40 time: 1.6522 data_time: 0.0992 memory: 18620 grad_norm: 4.1943 loss: 0.7889 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8077 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.7889 2023/07/07 18:55:36 - mmengine - INFO - Epoch(train) [2][2120/2255] lr: 3.6562e-03 eta: 6:49:45 time: 1.4965 data_time: 0.0700 memory: 18620 grad_norm: 4.3426 loss: 1.0577 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7917 prec@top3: 0.2639 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.0577 2023/07/07 18:56:10 - mmengine - INFO - Epoch(train) [2][2140/2255] lr: 3.6562e-03 eta: 6:49:04 time: 1.7134 data_time: 0.0759 memory: 18620 grad_norm: 4.2350 loss: 1.0337 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.9310 prec@top3: 0.3103 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 1.0337 2023/07/07 18:56:40 - mmengine - INFO - Epoch(train) [2][2160/2255] lr: 3.6562e-03 eta: 6:48:09 time: 1.4990 data_time: 0.0899 memory: 18620 grad_norm: 4.4374 loss: 1.0874 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.6579 recall@top3: 0.8684 prec@top3: 0.2895 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 1.0874 2023/07/07 18:57:14 - mmengine - INFO - Epoch(train) [2][2180/2255] lr: 3.6562e-03 eta: 6:47:27 time: 1.6975 data_time: 0.0768 memory: 18620 grad_norm: 4.4082 loss: 1.1149 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.7742 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 1.1149 2023/07/07 18:57:45 - mmengine - INFO - Epoch(train) [2][2200/2255] lr: 3.6562e-03 eta: 6:46:36 time: 1.5412 data_time: 0.0797 memory: 18620 grad_norm: 4.2576 loss: 1.1728 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.7879 prec@top3: 0.2626 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 1.1728 2023/07/07 18:58:18 - mmengine - INFO - Epoch(train) [2][2220/2255] lr: 3.6562e-03 eta: 6:45:52 time: 1.6768 data_time: 0.0944 memory: 18620 grad_norm: 4.5211 loss: 1.0986 recall@thr=0.5: 0.6774 prec@thr=0.5: 0.6774 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 1.0986 2023/07/07 18:58:46 - mmengine - INFO - Epoch(train) [2][2240/2255] lr: 3.6562e-03 eta: 6:44:52 time: 1.3852 data_time: 0.0774 memory: 18620 grad_norm: 4.2195 loss: 1.0137 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7308 recall@top3: 0.7308 prec@top3: 0.2436 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 1.0137 2023/07/07 18:59:02 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 18:59:02 - mmengine - INFO - Epoch(train) [2][2255/2255] lr: 3.6562e-03 eta: 6:43:54 time: 1.1335 data_time: 0.0677 memory: 18620 grad_norm: 4.1588 loss: 0.9365 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8261 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.9565 prec@top5: 0.1913 loss_action_cls: 0.9365 2023/07/07 18:59:02 - mmengine - INFO - Saving checkpoint at 2 epochs 2023/07/07 18:59:09 - mmengine - INFO - Epoch(val) [2][ 20/12617] eta: 0:18:20 time: 0.0873 data_time: 0.0493 memory: 730 2023/07/07 18:59:10 - mmengine - INFO - Epoch(val) [2][ 40/12617] eta: 0:16:24 time: 0.0692 data_time: 0.0312 memory: 730 2023/07/07 18:59:12 - mmengine - INFO - Epoch(val) [2][ 60/12617] eta: 0:15:54 time: 0.0715 data_time: 0.0335 memory: 730 2023/07/07 18:59:13 - mmengine - INFO - Epoch(val) [2][ 80/12617] eta: 0:15:38 time: 0.0714 data_time: 0.0329 memory: 730 2023/07/07 18:59:14 - mmengine - INFO - Epoch(val) [2][ 100/12617] eta: 0:15:28 time: 0.0716 data_time: 0.0336 memory: 730 2023/07/07 18:59:16 - mmengine - INFO - Epoch(val) [2][ 120/12617] eta: 0:15:02 time: 0.0621 data_time: 0.0223 memory: 730 2023/07/07 18:59:17 - mmengine - INFO - Epoch(val) [2][ 140/12617] eta: 0:15:02 time: 0.0731 data_time: 0.0361 memory: 730 2023/07/07 18:59:18 - mmengine - INFO - Epoch(val) [2][ 160/12617] eta: 0:14:50 time: 0.0658 data_time: 0.0273 memory: 730 2023/07/07 18:59:20 - mmengine - INFO - Epoch(val) [2][ 180/12617] eta: 0:14:47 time: 0.0698 data_time: 0.0304 memory: 730 2023/07/07 18:59:21 - mmengine - INFO - Epoch(val) [2][ 200/12617] eta: 0:14:18 time: 0.0498 data_time: 0.0109 memory: 730 2023/07/07 18:59:22 - mmengine - INFO - Epoch(val) [2][ 220/12617] eta: 0:14:19 time: 0.0712 data_time: 0.0334 memory: 730 2023/07/07 18:59:24 - mmengine - INFO - Epoch(val) [2][ 240/12617] eta: 0:14:13 time: 0.0644 data_time: 0.0254 memory: 730 2023/07/07 18:59:25 - mmengine - INFO - Epoch(val) [2][ 260/12617] eta: 0:14:09 time: 0.0663 data_time: 0.0254 memory: 730 2023/07/07 18:59:26 - mmengine - INFO - Epoch(val) [2][ 280/12617] eta: 0:14:05 time: 0.0664 data_time: 0.0281 memory: 730 2023/07/07 18:59:28 - mmengine - INFO - Epoch(val) [2][ 300/12617] eta: 0:14:09 time: 0.0740 data_time: 0.0354 memory: 730 2023/07/07 18:59:29 - mmengine - INFO - Epoch(val) [2][ 320/12617] eta: 0:14:03 time: 0.0630 data_time: 0.0246 memory: 730 2023/07/07 18:59:30 - mmengine - INFO - Epoch(val) [2][ 340/12617] eta: 0:14:00 time: 0.0666 data_time: 0.0287 memory: 730 2023/07/07 18:59:31 - mmengine - INFO - Epoch(val) [2][ 360/12617] eta: 0:13:52 time: 0.0583 data_time: 0.0225 memory: 730 2023/07/07 18:59:33 - mmengine - INFO - Epoch(val) [2][ 380/12617] eta: 0:13:53 time: 0.0724 data_time: 0.0362 memory: 730 2023/07/07 18:59:34 - mmengine - INFO - Epoch(val) [2][ 400/12617] eta: 0:13:46 time: 0.0588 data_time: 0.0233 memory: 730 2023/07/07 18:59:36 - mmengine - INFO - Epoch(val) [2][ 420/12617] eta: 0:13:48 time: 0.0732 data_time: 0.0350 memory: 730 2023/07/07 18:59:37 - mmengine - INFO - Epoch(val) [2][ 440/12617] eta: 0:13:41 time: 0.0582 data_time: 0.0220 memory: 730 2023/07/07 18:59:38 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [2][ 1660/12617] eta: 0:12:29 time: 0.0659 data_time: 0.0274 memory: 730 2023/07/07 19:01:02 - mmengine - INFO - Epoch(val) [2][ 1680/12617] eta: 0:12:29 time: 0.0762 data_time: 0.0396 memory: 730 2023/07/07 19:01:04 - mmengine - INFO - Epoch(val) [2][ 1700/12617] eta: 0:12:27 time: 0.0642 data_time: 0.0261 memory: 730 2023/07/07 19:01:05 - mmengine - INFO - Epoch(val) [2][ 1720/12617] eta: 0:12:24 time: 0.0581 data_time: 0.0213 memory: 730 2023/07/07 19:01:06 - mmengine - INFO - Epoch(val) [2][ 1740/12617] eta: 0:12:22 time: 0.0596 data_time: 0.0219 memory: 730 2023/07/07 19:01:08 - mmengine - INFO - Epoch(val) [2][ 1760/12617] eta: 0:12:21 time: 0.0736 data_time: 0.0366 memory: 730 2023/07/07 19:01:09 - mmengine - INFO - Epoch(val) [2][ 1780/12617] eta: 0:12:19 time: 0.0643 data_time: 0.0276 memory: 730 2023/07/07 19:01:10 - mmengine - INFO - Epoch(val) [2][ 1800/12617] eta: 0:12:18 time: 0.0683 data_time: 0.0317 memory: 730 2023/07/07 19:01:11 - mmengine - INFO - Epoch(val) [2][ 1820/12617] eta: 0:12:15 time: 0.0581 data_time: 0.0203 memory: 730 2023/07/07 19:01:13 - mmengine - INFO - Epoch(val) [2][ 1840/12617] eta: 0:12:14 time: 0.0659 data_time: 0.0261 memory: 730 2023/07/07 19:01:14 - mmengine - INFO - Epoch(val) [2][ 1860/12617] eta: 0:12:13 time: 0.0736 data_time: 0.0359 memory: 730 2023/07/07 19:01:16 - mmengine - INFO - Epoch(val) [2][ 1880/12617] eta: 0:12:12 time: 0.0730 data_time: 0.0370 memory: 730 2023/07/07 19:01:17 - mmengine - INFO - Epoch(val) [2][ 1900/12617] eta: 0:12:10 time: 0.0568 data_time: 0.0201 memory: 730 2023/07/07 19:01:18 - mmengine - INFO - Epoch(val) [2][ 1920/12617] eta: 0:12:10 time: 0.0835 data_time: 0.0471 memory: 730 2023/07/07 19:01:20 - mmengine - INFO - Epoch(val) [2][ 1940/12617] eta: 0:12:09 time: 0.0707 data_time: 0.0349 memory: 730 2023/07/07 19:01:21 - mmengine - INFO - Epoch(val) [2][ 1960/12617] eta: 0:12:09 time: 0.0786 data_time: 0.0419 memory: 730 2023/07/07 19:01:23 - mmengine - INFO - Epoch(val) [2][ 1980/12617] eta: 0:12:06 time: 0.0578 data_time: 0.0184 memory: 730 2023/07/07 19:01:24 - mmengine - INFO - Epoch(val) [2][ 2000/12617] eta: 0:12:05 time: 0.0689 data_time: 0.0306 memory: 730 2023/07/07 19:01:25 - mmengine - INFO - Epoch(val) [2][ 2020/12617] eta: 0:12:04 time: 0.0700 data_time: 0.0321 memory: 730 2023/07/07 19:01:27 - mmengine - INFO - Epoch(val) [2][ 2040/12617] eta: 0:12:03 time: 0.0794 data_time: 0.0434 memory: 730 2023/07/07 19:01:28 - mmengine - INFO - Epoch(val) [2][ 2060/12617] eta: 0:12:01 time: 0.0550 data_time: 0.0180 memory: 730 2023/07/07 19:01:29 - mmengine - INFO - Epoch(val) [2][ 2080/12617] eta: 0:11:59 time: 0.0681 data_time: 0.0302 memory: 730 2023/07/07 19:01:31 - mmengine - INFO - Epoch(val) [2][ 2100/12617] eta: 0:11:58 time: 0.0707 data_time: 0.0334 memory: 730 2023/07/07 19:01:32 - mmengine - INFO - Epoch(val) [2][ 2120/12617] eta: 0:11:57 time: 0.0676 data_time: 0.0316 memory: 730 2023/07/07 19:01:33 - mmengine - INFO - Epoch(val) [2][ 2140/12617] eta: 0:11:54 time: 0.0598 data_time: 0.0234 memory: 730 2023/07/07 19:01:35 - mmengine - INFO - Epoch(val) [2][ 2160/12617] eta: 0:11:53 time: 0.0641 data_time: 0.0262 memory: 730 2023/07/07 19:01:36 - mmengine - INFO - Epoch(val) [2][ 2180/12617] eta: 0:11:50 time: 0.0584 data_time: 0.0211 memory: 730 2023/07/07 19:01:37 - mmengine - INFO - Epoch(val) [2][ 2200/12617] eta: 0:11:49 time: 0.0668 data_time: 0.0312 memory: 730 2023/07/07 19:01:38 - mmengine - INFO - Epoch(val) [2][ 2220/12617] eta: 0:11:47 time: 0.0624 data_time: 0.0265 memory: 730 2023/07/07 19:01:40 - mmengine - INFO - Epoch(val) [2][ 2240/12617] eta: 0:11:45 time: 0.0595 data_time: 0.0224 memory: 730 2023/07/07 19:01:41 - mmengine - INFO - Epoch(val) [2][ 2260/12617] eta: 0:11:43 time: 0.0636 data_time: 0.0275 memory: 730 2023/07/07 19:01:42 - mmengine - INFO - Epoch(val) [2][ 2280/12617] eta: 0:11:42 time: 0.0704 data_time: 0.0328 memory: 730 2023/07/07 19:01:44 - mmengine - INFO - Epoch(val) [2][ 2300/12617] eta: 0:11:40 time: 0.0664 data_time: 0.0295 memory: 730 2023/07/07 19:01:45 - mmengine - INFO - Epoch(val) [2][ 2320/12617] eta: 0:11:40 time: 0.0747 data_time: 0.0376 memory: 730 2023/07/07 19:01:46 - mmengine - INFO - Epoch(val) [2][ 2340/12617] eta: 0:11:38 time: 0.0595 data_time: 0.0225 memory: 730 2023/07/07 19:01:48 - mmengine - INFO - Epoch(val) [2][ 2360/12617] eta: 0:11:37 time: 0.0745 data_time: 0.0383 memory: 730 2023/07/07 19:01:49 - mmengine - INFO - Epoch(val) [2][ 2380/12617] eta: 0:11:35 time: 0.0627 data_time: 0.0269 memory: 730 2023/07/07 19:01:50 - mmengine - INFO - Epoch(val) [2][ 2400/12617] eta: 0:11:33 time: 0.0626 data_time: 0.0262 memory: 730 2023/07/07 19:01:52 - mmengine - INFO - Epoch(val) [2][ 2420/12617] eta: 0:11:31 time: 0.0623 data_time: 0.0262 memory: 730 2023/07/07 19:01:53 - mmengine - INFO - Epoch(val) [2][ 2440/12617] eta: 0:11:30 time: 0.0644 data_time: 0.0282 memory: 730 2023/07/07 19:01:54 - mmengine - INFO - Epoch(val) [2][ 2460/12617] eta: 0:11:28 time: 0.0616 data_time: 0.0254 memory: 730 2023/07/07 19:01:56 - mmengine - INFO - Epoch(val) [2][ 2480/12617] eta: 0:11:27 time: 0.0747 data_time: 0.0379 memory: 730 2023/07/07 19:01:57 - mmengine - INFO - Epoch(val) [2][ 2500/12617] eta: 0:11:25 time: 0.0629 data_time: 0.0225 memory: 730 2023/07/07 19:01:58 - mmengine - INFO - Epoch(val) [2][ 2520/12617] eta: 0:11:25 time: 0.0795 data_time: 0.0440 memory: 730 2023/07/07 19:02:00 - mmengine - INFO - Epoch(val) [2][ 2540/12617] eta: 0:11:23 time: 0.0612 data_time: 0.0260 memory: 730 2023/07/07 19:02:01 - mmengine - INFO - Epoch(val) [2][ 2560/12617] eta: 0:11:23 time: 0.0824 data_time: 0.0455 memory: 730 2023/07/07 19:02:03 - mmengine - INFO - Epoch(val) [2][ 2580/12617] eta: 0:11:21 time: 0.0577 data_time: 0.0203 memory: 730 2023/07/07 19:02:04 - mmengine - INFO - Epoch(val) [2][ 2600/12617] eta: 0:11:20 time: 0.0716 data_time: 0.0349 memory: 730 2023/07/07 19:02:05 - mmengine - INFO - Epoch(val) [2][ 2620/12617] eta: 0:11:18 time: 0.0666 data_time: 0.0269 memory: 730 2023/07/07 19:02:07 - mmengine - INFO - Epoch(val) [2][ 2640/12617] eta: 0:11:17 time: 0.0724 data_time: 0.0369 memory: 730 2023/07/07 19:02:08 - mmengine - INFO - Epoch(val) [2][ 2660/12617] eta: 0:11:15 time: 0.0645 data_time: 0.0262 memory: 730 2023/07/07 19:02:10 - mmengine - INFO - Epoch(val) [2][ 2680/12617] eta: 0:11:15 time: 0.0742 data_time: 0.0370 memory: 730 2023/07/07 19:02:11 - mmengine - INFO - Epoch(val) [2][ 2700/12617] eta: 0:11:13 time: 0.0598 data_time: 0.0232 memory: 730 2023/07/07 19:02:12 - mmengine - INFO - Epoch(val) [2][ 2720/12617] eta: 0:11:11 time: 0.0667 data_time: 0.0308 memory: 730 2023/07/07 19:02:13 - mmengine - INFO - Epoch(val) [2][ 2740/12617] eta: 0:11:10 time: 0.0697 data_time: 0.0323 memory: 730 2023/07/07 19:02:15 - mmengine - INFO - Epoch(val) [2][ 2760/12617] eta: 0:11:08 time: 0.0555 data_time: 0.0189 memory: 730 2023/07/07 19:02:16 - mmengine - INFO - Epoch(val) [2][ 2780/12617] eta: 0:11:06 time: 0.0584 data_time: 0.0218 memory: 730 2023/07/07 19:02:17 - mmengine - INFO - Epoch(val) [2][ 2800/12617] eta: 0:11:04 time: 0.0672 data_time: 0.0302 memory: 730 2023/07/07 19:02:18 - mmengine - INFO - Epoch(val) [2][ 2820/12617] eta: 0:11:03 time: 0.0616 data_time: 0.0258 memory: 730 2023/07/07 19:02:20 - mmengine - INFO - Epoch(val) [2][ 2840/12617] eta: 0:11:01 time: 0.0614 data_time: 0.0247 memory: 730 2023/07/07 19:02:21 - mmengine - INFO - Epoch(val) [2][ 2860/12617] eta: 0:11:01 time: 0.0892 data_time: 0.0523 memory: 730 2023/07/07 19:02:23 - mmengine - INFO - Epoch(val) [2][ 2880/12617] eta: 0:11:01 time: 0.0858 data_time: 0.0509 memory: 730 2023/07/07 19:02:25 - mmengine - INFO - Epoch(val) [2][ 2900/12617] eta: 0:11:02 time: 0.1025 data_time: 0.0667 memory: 730 2023/07/07 19:02:26 - mmengine - INFO - Epoch(val) [2][ 2920/12617] eta: 0:11:00 time: 0.0603 data_time: 0.0250 memory: 730 2023/07/07 19:02:28 - mmengine - INFO - Epoch(val) [2][ 2940/12617] eta: 0:10:58 time: 0.0661 data_time: 0.0292 memory: 730 2023/07/07 19:02:29 - mmengine - INFO - Epoch(val) [2][ 2960/12617] eta: 0:10:58 time: 0.0777 data_time: 0.0425 memory: 730 2023/07/07 19:02:31 - mmengine - INFO - Epoch(val) [2][ 2980/12617] eta: 0:10:56 time: 0.0653 data_time: 0.0292 memory: 730 2023/07/07 19:02:32 - mmengine - INFO - Epoch(val) [2][ 3000/12617] eta: 0:10:56 time: 0.0833 data_time: 0.0468 memory: 730 2023/07/07 19:02:34 - 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mmengine - INFO - Epoch(val) [2][ 9140/12617] eta: 0:04:23 time: 0.0762 data_time: 0.0402 memory: 730 2023/07/07 19:10:43 - mmengine - INFO - Epoch(val) [2][ 9160/12617] eta: 0:04:22 time: 0.0870 data_time: 0.0520 memory: 730 2023/07/07 19:10:45 - mmengine - INFO - Epoch(val) [2][ 9180/12617] eta: 0:04:20 time: 0.0753 data_time: 0.0391 memory: 730 2023/07/07 19:10:46 - mmengine - INFO - Epoch(val) [2][ 9200/12617] eta: 0:04:19 time: 0.0857 data_time: 0.0486 memory: 730 2023/07/07 19:10:48 - mmengine - INFO - Epoch(val) [2][ 9220/12617] eta: 0:04:17 time: 0.0784 data_time: 0.0435 memory: 730 2023/07/07 19:10:50 - mmengine - INFO - Epoch(val) [2][ 9240/12617] eta: 0:04:16 time: 0.0915 data_time: 0.0571 memory: 730 2023/07/07 19:10:51 - mmengine - INFO - Epoch(val) [2][ 9260/12617] eta: 0:04:14 time: 0.0757 data_time: 0.0389 memory: 730 2023/07/07 19:10:53 - mmengine - INFO - Epoch(val) [2][ 9280/12617] eta: 0:04:13 time: 0.1031 data_time: 0.0678 memory: 730 2023/07/07 19:10:55 - mmengine - 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mmengine - INFO - Epoch(val) [2][ 9480/12617] eta: 0:03:58 time: 0.0567 data_time: 0.0214 memory: 730 2023/07/07 19:11:10 - mmengine - INFO - Epoch(val) [2][ 9500/12617] eta: 0:03:56 time: 0.0665 data_time: 0.0297 memory: 730 2023/07/07 19:11:11 - mmengine - INFO - Epoch(val) [2][ 9520/12617] eta: 0:03:54 time: 0.0723 data_time: 0.0368 memory: 730 2023/07/07 19:11:13 - mmengine - INFO - Epoch(val) [2][ 9540/12617] eta: 0:03:53 time: 0.0790 data_time: 0.0419 memory: 730 2023/07/07 19:11:14 - mmengine - INFO - Epoch(val) [2][ 9560/12617] eta: 0:03:51 time: 0.0669 data_time: 0.0296 memory: 730 2023/07/07 19:11:15 - mmengine - INFO - Epoch(val) [2][ 9580/12617] eta: 0:03:50 time: 0.0723 data_time: 0.0353 memory: 730 2023/07/07 19:11:17 - mmengine - INFO - Epoch(val) [2][ 9600/12617] eta: 0:03:48 time: 0.0683 data_time: 0.0314 memory: 730 2023/07/07 19:11:19 - mmengine - INFO - Epoch(val) [2][ 9620/12617] eta: 0:03:47 time: 0.0878 data_time: 0.0522 memory: 730 2023/07/07 19:11:20 - mmengine - 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mmengine - INFO - Epoch(val) [2][10160/12617] eta: 0:03:07 time: 0.0695 data_time: 0.0350 memory: 730 2023/07/07 19:12:08 - mmengine - INFO - Epoch(val) [2][10180/12617] eta: 0:03:06 time: 0.0731 data_time: 0.0374 memory: 730 2023/07/07 19:12:09 - mmengine - INFO - Epoch(val) [2][10200/12617] eta: 0:03:04 time: 0.0702 data_time: 0.0303 memory: 730 2023/07/07 19:12:11 - mmengine - INFO - Epoch(val) [2][10220/12617] eta: 0:03:03 time: 0.0986 data_time: 0.0636 memory: 730 2023/07/07 19:12:13 - mmengine - INFO - Epoch(val) [2][10240/12617] eta: 0:03:01 time: 0.0872 data_time: 0.0512 memory: 730 2023/07/07 19:12:15 - mmengine - INFO - Epoch(val) [2][10260/12617] eta: 0:03:00 time: 0.0952 data_time: 0.0613 memory: 730 2023/07/07 19:12:16 - mmengine - INFO - Epoch(val) [2][10280/12617] eta: 0:02:58 time: 0.0674 data_time: 0.0326 memory: 730 2023/07/07 19:12:18 - mmengine - INFO - Epoch(val) [2][10300/12617] eta: 0:02:57 time: 0.0716 data_time: 0.0360 memory: 730 2023/07/07 19:12:19 - mmengine - INFO - Epoch(val) [2][10320/12617] eta: 0:02:55 time: 0.0591 data_time: 0.0224 memory: 730 2023/07/07 19:12:20 - mmengine - INFO - Epoch(val) [2][10340/12617] eta: 0:02:54 time: 0.0732 data_time: 0.0360 memory: 730 2023/07/07 19:12:22 - mmengine - INFO - Epoch(val) [2][10360/12617] eta: 0:02:52 time: 0.0839 data_time: 0.0458 memory: 730 2023/07/07 19:12:24 - mmengine - INFO - Epoch(val) [2][10380/12617] eta: 0:02:51 time: 0.0943 data_time: 0.0559 memory: 730 2023/07/07 19:12:25 - mmengine - INFO - Epoch(val) [2][10400/12617] eta: 0:02:49 time: 0.0809 data_time: 0.0449 memory: 730 2023/07/07 19:12:27 - mmengine - INFO - Epoch(val) [2][10420/12617] eta: 0:02:48 time: 0.0842 data_time: 0.0472 memory: 730 2023/07/07 19:12:29 - mmengine - INFO - Epoch(val) [2][10440/12617] eta: 0:02:46 time: 0.1080 data_time: 0.0726 memory: 730 2023/07/07 19:12:31 - mmengine - INFO - Epoch(val) [2][10460/12617] eta: 0:02:45 time: 0.0823 data_time: 0.0466 memory: 730 2023/07/07 19:12:33 - mmengine - INFO - Epoch(val) [2][10480/12617] eta: 0:02:43 time: 0.1020 data_time: 0.0626 memory: 730 2023/07/07 19:12:34 - mmengine - INFO - Epoch(val) [2][10500/12617] eta: 0:02:42 time: 0.0643 data_time: 0.0291 memory: 730 2023/07/07 19:12:36 - mmengine - INFO - Epoch(val) [2][10520/12617] eta: 0:02:40 time: 0.0897 data_time: 0.0544 memory: 730 2023/07/07 19:12:37 - mmengine - INFO - Epoch(val) [2][10540/12617] eta: 0:02:39 time: 0.0613 data_time: 0.0247 memory: 730 2023/07/07 19:12:39 - mmengine - INFO - Epoch(val) [2][10560/12617] eta: 0:02:37 time: 0.0775 data_time: 0.0423 memory: 730 2023/07/07 19:12:40 - mmengine - INFO - Epoch(val) [2][10580/12617] eta: 0:02:36 time: 0.0677 data_time: 0.0311 memory: 730 2023/07/07 19:12:42 - mmengine - INFO - Epoch(val) [2][10600/12617] eta: 0:02:34 time: 0.0904 data_time: 0.0544 memory: 730 2023/07/07 19:12:44 - mmengine - INFO - Epoch(val) [2][10620/12617] eta: 0:02:33 time: 0.0868 data_time: 0.0506 memory: 730 2023/07/07 19:12:46 - mmengine - INFO - Epoch(val) [2][10640/12617] eta: 0:02:31 time: 0.0961 data_time: 0.0603 memory: 730 2023/07/07 19:12:48 - mmengine - INFO - Epoch(val) [2][10660/12617] eta: 0:02:30 time: 0.0981 data_time: 0.0624 memory: 730 2023/07/07 19:12:50 - mmengine - INFO - Epoch(val) [2][10680/12617] eta: 0:02:28 time: 0.1060 data_time: 0.0708 memory: 730 2023/07/07 19:12:51 - mmengine - INFO - Epoch(val) [2][10700/12617] eta: 0:02:27 time: 0.0821 data_time: 0.0476 memory: 730 2023/07/07 19:12:54 - mmengine - INFO - Epoch(val) [2][10720/12617] eta: 0:02:25 time: 0.1062 data_time: 0.0713 memory: 730 2023/07/07 19:12:55 - mmengine - INFO - Epoch(val) [2][10740/12617] eta: 0:02:24 time: 0.0858 data_time: 0.0482 memory: 730 2023/07/07 19:12:57 - mmengine - INFO - Epoch(val) [2][10760/12617] eta: 0:02:22 time: 0.0708 data_time: 0.0354 memory: 730 2023/07/07 19:12:58 - mmengine - INFO - Epoch(val) [2][10780/12617] eta: 0:02:21 time: 0.0764 data_time: 0.0390 memory: 730 2023/07/07 19:13:00 - mmengine - INFO - Epoch(val) [2][10800/12617] eta: 0:02:19 time: 0.0922 data_time: 0.0579 memory: 730 2023/07/07 19:13:02 - mmengine - INFO - Epoch(val) [2][10820/12617] eta: 0:02:18 time: 0.0839 data_time: 0.0484 memory: 730 2023/07/07 19:13:04 - mmengine - INFO - Epoch(val) [2][10840/12617] eta: 0:02:16 time: 0.1059 data_time: 0.0694 memory: 730 2023/07/07 19:13:06 - mmengine - INFO - Epoch(val) [2][10860/12617] eta: 0:02:15 time: 0.0920 data_time: 0.0565 memory: 730 2023/07/07 19:13:07 - mmengine - INFO - Epoch(val) [2][10880/12617] eta: 0:02:13 time: 0.0828 data_time: 0.0467 memory: 730 2023/07/07 19:13:09 - mmengine - INFO - Epoch(val) [2][10900/12617] eta: 0:02:12 time: 0.0676 data_time: 0.0323 memory: 730 2023/07/07 19:13:11 - mmengine - INFO - Epoch(val) [2][10920/12617] eta: 0:02:10 time: 0.0930 data_time: 0.0574 memory: 730 2023/07/07 19:13:12 - mmengine - INFO - Epoch(val) [2][10940/12617] eta: 0:02:09 time: 0.0781 data_time: 0.0430 memory: 730 2023/07/07 19:13:14 - mmengine - INFO - Epoch(val) [2][10960/12617] eta: 0:02:07 time: 0.0737 data_time: 0.0363 memory: 730 2023/07/07 19:13:15 - mmengine - INFO - Epoch(val) [2][10980/12617] eta: 0:02:06 time: 0.0581 data_time: 0.0227 memory: 730 2023/07/07 19:13:16 - mmengine - INFO - Epoch(val) [2][11000/12617] eta: 0:02:04 time: 0.0783 data_time: 0.0434 memory: 730 2023/07/07 19:13:18 - mmengine - INFO - Epoch(val) [2][11020/12617] eta: 0:02:03 time: 0.1032 data_time: 0.0662 memory: 730 2023/07/07 19:13:21 - mmengine - INFO - Epoch(val) [2][11040/12617] eta: 0:02:01 time: 0.1221 data_time: 0.0851 memory: 730 2023/07/07 19:13:23 - mmengine - INFO - Epoch(val) [2][11060/12617] eta: 0:02:00 time: 0.1038 data_time: 0.0692 memory: 730 2023/07/07 19:13:25 - mmengine - INFO - Epoch(val) [2][11080/12617] eta: 0:01:58 time: 0.1058 data_time: 0.0692 memory: 730 2023/07/07 19:13:27 - mmengine - INFO - Epoch(val) [2][11100/12617] eta: 0:01:57 time: 0.0991 data_time: 0.0622 memory: 730 2023/07/07 19:13:29 - mmengine - INFO - Epoch(val) [2][11120/12617] eta: 0:01:55 time: 0.0938 data_time: 0.0577 memory: 730 2023/07/07 19:13:30 - mmengine - INFO - Epoch(val) [2][11140/12617] eta: 0:01:54 time: 0.0730 data_time: 0.0372 memory: 730 2023/07/07 19:13:32 - mmengine - INFO - Epoch(val) [2][11160/12617] eta: 0:01:52 time: 0.0719 data_time: 0.0362 memory: 730 2023/07/07 19:13:33 - mmengine - INFO - Epoch(val) [2][11180/12617] eta: 0:01:51 time: 0.0671 data_time: 0.0320 memory: 730 2023/07/07 19:13:36 - mmengine - INFO - Epoch(val) [2][11200/12617] eta: 0:01:49 time: 0.1322 data_time: 0.0954 memory: 730 2023/07/07 19:13:38 - mmengine - INFO - Epoch(val) [2][11220/12617] eta: 0:01:48 time: 0.0882 data_time: 0.0520 memory: 730 2023/07/07 19:13:40 - mmengine - INFO - Epoch(val) [2][11240/12617] eta: 0:01:46 time: 0.1253 data_time: 0.0887 memory: 730 2023/07/07 19:13:42 - mmengine - INFO - Epoch(val) [2][11260/12617] eta: 0:01:45 time: 0.1008 data_time: 0.0660 memory: 730 2023/07/07 19:13:44 - mmengine - INFO - Epoch(val) [2][11280/12617] eta: 0:01:43 time: 0.0983 data_time: 0.0643 memory: 730 2023/07/07 19:13:45 - mmengine - INFO - Epoch(val) [2][11300/12617] eta: 0:01:42 time: 0.0620 data_time: 0.0275 memory: 730 2023/07/07 19:13:47 - mmengine - INFO - Epoch(val) [2][11320/12617] eta: 0:01:40 time: 0.0631 data_time: 0.0279 memory: 730 2023/07/07 19:13:48 - mmengine - INFO - Epoch(val) [2][11340/12617] eta: 0:01:38 time: 0.0591 data_time: 0.0228 memory: 730 2023/07/07 19:13:50 - mmengine - INFO - Epoch(val) [2][11360/12617] eta: 0:01:37 time: 0.0818 data_time: 0.0463 memory: 730 2023/07/07 19:13:51 - mmengine - INFO - Epoch(val) [2][11380/12617] eta: 0:01:35 time: 0.0639 data_time: 0.0269 memory: 730 2023/07/07 19:13:53 - mmengine - INFO - Epoch(val) [2][11400/12617] eta: 0:01:34 time: 0.1163 data_time: 0.0801 memory: 730 2023/07/07 19:13:55 - mmengine - INFO - Epoch(val) [2][11420/12617] eta: 0:01:32 time: 0.0866 data_time: 0.0524 memory: 730 2023/07/07 19:13:57 - mmengine - INFO - Epoch(val) [2][11440/12617] eta: 0:01:31 time: 0.0929 data_time: 0.0585 memory: 730 2023/07/07 19:13:59 - mmengine - INFO - Epoch(val) [2][11460/12617] eta: 0:01:29 time: 0.1104 data_time: 0.0752 memory: 730 2023/07/07 19:14:02 - mmengine - INFO - Epoch(val) [2][11480/12617] eta: 0:01:28 time: 0.1447 data_time: 0.1102 memory: 730 2023/07/07 19:14:04 - mmengine - INFO - Epoch(val) [2][11500/12617] eta: 0:01:26 time: 0.1032 data_time: 0.0678 memory: 730 2023/07/07 19:14:06 - mmengine - INFO - Epoch(val) [2][11520/12617] eta: 0:01:25 time: 0.1243 data_time: 0.0897 memory: 730 2023/07/07 19:14:07 - mmengine - INFO - Epoch(val) [2][11540/12617] eta: 0:01:23 time: 0.0461 data_time: 0.0100 memory: 730 2023/07/07 19:14:09 - mmengine - INFO - Epoch(val) [2][11560/12617] eta: 0:01:22 time: 0.0663 data_time: 0.0315 memory: 730 2023/07/07 19:14:10 - mmengine - INFO - Epoch(val) [2][11580/12617] eta: 0:01:20 time: 0.0602 data_time: 0.0250 memory: 730 2023/07/07 19:14:12 - mmengine - INFO - Epoch(val) [2][11600/12617] eta: 0:01:19 time: 0.0847 data_time: 0.0480 memory: 730 2023/07/07 19:14:13 - mmengine - INFO - Epoch(val) [2][11620/12617] eta: 0:01:17 time: 0.0700 data_time: 0.0348 memory: 730 2023/07/07 19:14:14 - mmengine - INFO - Epoch(val) [2][11640/12617] eta: 0:01:15 time: 0.0698 data_time: 0.0345 memory: 730 2023/07/07 19:14:16 - mmengine - INFO - Epoch(val) [2][11660/12617] eta: 0:01:14 time: 0.0684 data_time: 0.0315 memory: 730 2023/07/07 19:14:17 - mmengine - INFO - Epoch(val) [2][11680/12617] eta: 0:01:12 time: 0.0779 data_time: 0.0399 memory: 730 2023/07/07 19:14:19 - mmengine - INFO - Epoch(val) [2][11700/12617] eta: 0:01:11 time: 0.0722 data_time: 0.0357 memory: 730 2023/07/07 19:14:20 - mmengine - INFO - Epoch(val) [2][11720/12617] eta: 0:01:09 time: 0.0791 data_time: 0.0414 memory: 730 2023/07/07 19:14:22 - mmengine - INFO - Epoch(val) [2][11740/12617] eta: 0:01:08 time: 0.0747 data_time: 0.0386 memory: 730 2023/07/07 19:14:24 - mmengine - INFO - Epoch(val) [2][11760/12617] eta: 0:01:06 time: 0.1104 data_time: 0.0757 memory: 730 2023/07/07 19:14:25 - mmengine - INFO - Epoch(val) [2][11780/12617] eta: 0:01:05 time: 0.0610 data_time: 0.0251 memory: 730 2023/07/07 19:14:27 - mmengine - INFO - Epoch(val) [2][11800/12617] eta: 0:01:03 time: 0.0955 data_time: 0.0594 memory: 730 2023/07/07 19:14:29 - mmengine - INFO - Epoch(val) [2][11820/12617] eta: 0:01:02 time: 0.0931 data_time: 0.0578 memory: 730 2023/07/07 19:14:31 - mmengine - INFO - Epoch(val) [2][11840/12617] eta: 0:01:00 time: 0.1069 data_time: 0.0699 memory: 730 2023/07/07 19:14:33 - mmengine - INFO - Epoch(val) [2][11860/12617] eta: 0:00:58 time: 0.0748 data_time: 0.0380 memory: 730 2023/07/07 19:14:35 - mmengine - INFO - Epoch(val) [2][11880/12617] eta: 0:00:57 time: 0.0910 data_time: 0.0541 memory: 730 2023/07/07 19:14:36 - mmengine - INFO - Epoch(val) [2][11900/12617] eta: 0:00:55 time: 0.0771 data_time: 0.0392 memory: 730 2023/07/07 19:14:38 - mmengine - INFO - Epoch(val) [2][11920/12617] eta: 0:00:54 time: 0.0915 data_time: 0.0566 memory: 730 2023/07/07 19:14:39 - mmengine - INFO - Epoch(val) [2][11940/12617] eta: 0:00:52 time: 0.0656 data_time: 0.0293 memory: 730 2023/07/07 19:14:41 - mmengine - INFO - Epoch(val) [2][11960/12617] eta: 0:00:51 time: 0.0836 data_time: 0.0475 memory: 730 2023/07/07 19:14:42 - mmengine - INFO - Epoch(val) [2][11980/12617] eta: 0:00:49 time: 0.0690 data_time: 0.0333 memory: 730 2023/07/07 19:14:44 - mmengine - INFO - Epoch(val) [2][12000/12617] eta: 0:00:48 time: 0.0746 data_time: 0.0373 memory: 730 2023/07/07 19:14:45 - mmengine - INFO - Epoch(val) [2][12020/12617] eta: 0:00:46 time: 0.0704 data_time: 0.0339 memory: 730 2023/07/07 19:14:48 - mmengine - INFO - Epoch(val) [2][12040/12617] eta: 0:00:44 time: 0.1192 data_time: 0.0844 memory: 730 2023/07/07 19:14:50 - mmengine - INFO - Epoch(val) [2][12060/12617] eta: 0:00:43 time: 0.1041 data_time: 0.0679 memory: 730 2023/07/07 19:14:52 - mmengine - INFO - Epoch(val) [2][12080/12617] eta: 0:00:41 time: 0.1183 data_time: 0.0835 memory: 730 2023/07/07 19:14:54 - mmengine - INFO - Epoch(val) [2][12100/12617] eta: 0:00:40 time: 0.0809 data_time: 0.0446 memory: 730 2023/07/07 19:14:55 - mmengine - INFO - Epoch(val) [2][12120/12617] eta: 0:00:38 time: 0.0713 data_time: 0.0353 memory: 730 2023/07/07 19:14:56 - mmengine - INFO - Epoch(val) [2][12140/12617] eta: 0:00:37 time: 0.0669 data_time: 0.0304 memory: 730 2023/07/07 19:14:58 - mmengine - INFO - Epoch(val) [2][12160/12617] eta: 0:00:35 time: 0.0756 data_time: 0.0384 memory: 730 2023/07/07 19:14:59 - mmengine - INFO - Epoch(val) [2][12180/12617] eta: 0:00:34 time: 0.0682 data_time: 0.0327 memory: 730 2023/07/07 19:15:01 - mmengine - INFO - Epoch(val) [2][12200/12617] eta: 0:00:32 time: 0.0717 data_time: 0.0347 memory: 730 2023/07/07 19:15:02 - mmengine - INFO - Epoch(val) [2][12220/12617] eta: 0:00:30 time: 0.0763 data_time: 0.0405 memory: 730 2023/07/07 19:15:04 - mmengine - INFO - Epoch(val) [2][12240/12617] eta: 0:00:29 time: 0.0741 data_time: 0.0379 memory: 730 2023/07/07 19:15:05 - mmengine - INFO - Epoch(val) [2][12260/12617] eta: 0:00:27 time: 0.0701 data_time: 0.0335 memory: 730 2023/07/07 19:15:07 - mmengine - INFO - Epoch(val) [2][12280/12617] eta: 0:00:26 time: 0.0774 data_time: 0.0415 memory: 730 2023/07/07 19:15:09 - mmengine - INFO - Epoch(val) [2][12300/12617] eta: 0:00:24 time: 0.0934 data_time: 0.0567 memory: 730 2023/07/07 19:15:11 - mmengine - INFO - Epoch(val) [2][12320/12617] eta: 0:00:23 time: 0.0957 data_time: 0.0565 memory: 730 2023/07/07 19:15:12 - mmengine - INFO - Epoch(val) [2][12340/12617] eta: 0:00:21 time: 0.0954 data_time: 0.0574 memory: 730 2023/07/07 19:15:14 - mmengine - INFO - Epoch(val) [2][12360/12617] eta: 0:00:20 time: 0.0995 data_time: 0.0624 memory: 730 2023/07/07 19:15:16 - mmengine - INFO - Epoch(val) [2][12380/12617] eta: 0:00:18 time: 0.1015 data_time: 0.0657 memory: 730 2023/07/07 19:15:18 - mmengine - INFO - Epoch(val) [2][12400/12617] eta: 0:00:16 time: 0.0917 data_time: 0.0556 memory: 730 2023/07/07 19:15:21 - mmengine - INFO - Epoch(val) [2][12420/12617] eta: 0:00:15 time: 0.1241 data_time: 0.0879 memory: 730 2023/07/07 19:15:23 - mmengine - INFO - Epoch(val) [2][12440/12617] eta: 0:00:13 time: 0.1088 data_time: 0.0735 memory: 730 2023/07/07 19:15:25 - mmengine - INFO - Epoch(val) [2][12460/12617] eta: 0:00:12 time: 0.1138 data_time: 0.0769 memory: 730 2023/07/07 19:15:27 - mmengine - INFO - Epoch(val) [2][12480/12617] eta: 0:00:10 time: 0.0817 data_time: 0.0455 memory: 730 2023/07/07 19:15:28 - mmengine - INFO - Epoch(val) [2][12500/12617] eta: 0:00:09 time: 0.0721 data_time: 0.0362 memory: 730 2023/07/07 19:15:30 - mmengine - INFO - Epoch(val) [2][12520/12617] eta: 0:00:07 time: 0.0915 data_time: 0.0537 memory: 730 2023/07/07 19:15:32 - mmengine - INFO - Epoch(val) [2][12540/12617] eta: 0:00:06 time: 0.0788 data_time: 0.0416 memory: 730 2023/07/07 19:15:33 - mmengine - INFO - Epoch(val) [2][12560/12617] eta: 0:00:04 time: 0.0791 data_time: 0.0434 memory: 730 2023/07/07 19:15:35 - mmengine - INFO - Epoch(val) [2][12580/12617] eta: 0:00:02 time: 0.0756 data_time: 0.0391 memory: 730 2023/07/07 19:15:36 - mmengine - INFO - Epoch(val) [2][12600/12617] eta: 0:00:01 time: 0.0715 data_time: 0.0343 memory: 730 2023/07/07 19:20:18 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/07 19:20:18 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/07 19:20:18 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/07 19:20:19 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/07 19:20:20 - mmengine - INFO - do not evaluate basketball save 2023/07/07 19:20:20 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/07 19:20:20 - mmengine - INFO - frameAP_0.5 2023/07/07 19:20:20 - mmengine - INFO - aerobic push up 67.50 2023/07/07 19:20:20 - mmengine - INFO - aerobic explosive push up 80.79 2023/07/07 19:20:20 - mmengine - INFO - aerobic explosive support 75.75 2023/07/07 19:20:20 - mmengine - INFO - aerobic leg circle 65.84 2023/07/07 19:20:20 - mmengine - INFO - aerobic helicopter 79.70 2023/07/07 19:20:20 - mmengine - INFO - aerobic support 86.71 2023/07/07 19:20:20 - mmengine - INFO - aerobic v support 62.98 2023/07/07 19:20:20 - mmengine - INFO - aerobic horizontal support 79.57 2023/07/07 19:20:20 - mmengine - INFO - aerobic straight jump 49.59 2023/07/07 19:20:20 - mmengine - INFO - aerobic illusion 71.95 2023/07/07 19:20:20 - mmengine - INFO - aerobic bent leg(s) jump 37.59 2023/07/07 19:20:20 - mmengine - INFO - aerobic pike jump 34.54 2023/07/07 19:20:20 - mmengine - INFO - aerobic straddle jump 44.25 2023/07/07 19:20:20 - mmengine - INFO - aerobic split jump 44.52 2023/07/07 19:20:20 - mmengine - INFO - aerobic scissors leap 54.25 2023/07/07 19:20:20 - mmengine - INFO - aerobic split 44.82 2023/07/07 19:20:20 - mmengine - INFO - aerobic turn 67.49 2023/07/07 19:20:20 - mmengine - INFO - volleyball serve 93.53 2023/07/07 19:20:20 - mmengine - INFO - volleyball block 51.14 2023/07/07 19:20:20 - mmengine - INFO - volleyball first pass 56.21 2023/07/07 19:20:20 - mmengine - INFO - volleyball defend 33.16 2023/07/07 19:20:20 - mmengine - INFO - volleyball protect 8.88 2023/07/07 19:20:20 - mmengine - INFO - volleyball second pass 64.76 2023/07/07 19:20:20 - mmengine - INFO - volleyball adjust 8.59 2023/07/07 19:20:20 - mmengine - INFO - volleyball save 18.21 2023/07/07 19:20:20 - mmengine - INFO - volleyball second attack 7.01 2023/07/07 19:20:20 - mmengine - INFO - volleyball spike 57.23 2023/07/07 19:20:20 - mmengine - INFO - volleyball dink 11.44 2023/07/07 19:20:20 - mmengine - INFO - volleyball no offensive attack 26.79 2023/07/07 19:20:20 - mmengine - INFO - football shoot 7.80 2023/07/07 19:20:20 - mmengine - INFO - football long pass 25.88 2023/07/07 19:20:20 - mmengine - INFO - football short pass 45.62 2023/07/07 19:20:20 - mmengine - INFO - football through pass 2.24 2023/07/07 19:20:20 - mmengine - INFO - football cross 10.51 2023/07/07 19:20:20 - mmengine - INFO - football dribble 39.21 2023/07/07 19:20:20 - mmengine - INFO - football trap 50.51 2023/07/07 19:20:20 - mmengine - INFO - football throw 38.41 2023/07/07 19:20:20 - mmengine - INFO - football diving 25.24 2023/07/07 19:20:20 - mmengine - INFO - football tackle 0.35 2023/07/07 19:20:20 - mmengine - INFO - football steal 0.01 2023/07/07 19:20:20 - mmengine - INFO - football clearance 13.26 2023/07/07 19:20:20 - mmengine - INFO - football block 5.06 2023/07/07 19:20:20 - mmengine - INFO - football press 9.46 2023/07/07 19:20:20 - mmengine - INFO - football aerial duels 9.06 2023/07/07 19:20:20 - mmengine - INFO - basketball pass 31.70 2023/07/07 19:20:20 - mmengine - INFO - basketball drive 3.33 2023/07/07 19:20:20 - mmengine - INFO - basketball dribble 79.27 2023/07/07 19:20:20 - mmengine - INFO - basketball 3-point shot 37.29 2023/07/07 19:20:20 - mmengine - INFO - basketball 2-point shot 37.00 2023/07/07 19:20:20 - mmengine - INFO - basketball free throw 69.40 2023/07/07 19:20:20 - mmengine - INFO - basketball block 1.85 2023/07/07 19:20:20 - mmengine - INFO - basketball offensive rebound 3.71 2023/07/07 19:20:20 - mmengine - INFO - basketball defensive rebound 33.42 2023/07/07 19:20:20 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 19:20:20 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 19:20:20 - mmengine - INFO - basketball interfere shot 7.81 2023/07/07 19:20:20 - mmengine - INFO - basketball pick-and-roll defensive 1.63 2023/07/07 19:20:20 - mmengine - INFO - basketball sag 0.07 2023/07/07 19:20:20 - mmengine - INFO - basketball screen 0.68 2023/07/07 19:20:20 - mmengine - INFO - basketball pass-inbound 31.71 2023/07/07 19:20:20 - mmengine - INFO - mAP 35.10 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 19:22:17 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 19:22:17 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 19:22:17 - mmengine - INFO - VideoAP_0.2 2023/07/07 19:22:17 - mmengine - INFO - aerobic push up 71.91 2023/07/07 19:22:17 - mmengine - INFO - aerobic explosive push up 76.09 2023/07/07 19:22:17 - mmengine - INFO - aerobic explosive support 73.47 2023/07/07 19:22:17 - mmengine - INFO - aerobic leg circle 54.41 2023/07/07 19:22:17 - mmengine - INFO - aerobic helicopter 65.30 2023/07/07 19:22:17 - mmengine - INFO - aerobic support 81.20 2023/07/07 19:22:17 - mmengine - INFO - aerobic v support 29.74 2023/07/07 19:22:17 - mmengine - INFO - aerobic horizontal support 84.97 2023/07/07 19:22:17 - mmengine - INFO - aerobic straight jump 32.43 2023/07/07 19:22:17 - mmengine - INFO - aerobic illusion 57.28 2023/07/07 19:22:17 - mmengine - INFO - aerobic bent leg(s) jump 32.86 2023/07/07 19:22:17 - mmengine - INFO - aerobic pike jump 18.97 2023/07/07 19:22:17 - mmengine - INFO - aerobic straddle jump 28.46 2023/07/07 19:22:17 - mmengine - INFO - aerobic split jump 28.12 2023/07/07 19:22:17 - mmengine - INFO - aerobic scissors leap 45.02 2023/07/07 19:22:17 - mmengine - INFO - aerobic split 40.11 2023/07/07 19:22:17 - mmengine - INFO - aerobic turn 54.76 2023/07/07 19:22:17 - mmengine - INFO - volleyball serve 76.73 2023/07/07 19:22:17 - mmengine - INFO - volleyball block 31.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball first pass 22.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball defend 6.19 2023/07/07 19:22:17 - mmengine - INFO - volleyball protect 0.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball second pass 63.71 2023/07/07 19:22:17 - mmengine - INFO - volleyball adjust 3.46 2023/07/07 19:22:17 - mmengine - INFO - volleyball save 0.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball spike 24.99 2023/07/07 19:22:17 - mmengine - INFO - volleyball dink 3.45 2023/07/07 19:22:17 - mmengine - INFO - volleyball no offensive attack 21.18 2023/07/07 19:22:17 - mmengine - INFO - football shoot 1.96 2023/07/07 19:22:17 - mmengine - INFO - football long pass 4.24 2023/07/07 19:22:17 - mmengine - INFO - football short pass 4.90 2023/07/07 19:22:17 - mmengine - INFO - football through pass 0.00 2023/07/07 19:22:17 - mmengine - INFO - football cross 0.00 2023/07/07 19:22:17 - mmengine - INFO - football dribble 25.19 2023/07/07 19:22:17 - mmengine - INFO - football trap 6.15 2023/07/07 19:22:17 - mmengine - INFO - football throw 10.00 2023/07/07 19:22:17 - mmengine - INFO - football diving 2.56 2023/07/07 19:22:17 - mmengine - INFO - football tackle 0.00 2023/07/07 19:22:17 - mmengine - INFO - football steal 0.00 2023/07/07 19:22:17 - mmengine - INFO - football clearance 5.56 2023/07/07 19:22:17 - mmengine - INFO - football block 0.00 2023/07/07 19:22:17 - mmengine - INFO - football press 3.04 2023/07/07 19:22:17 - mmengine - INFO - football aerial duels 1.54 2023/07/07 19:22:17 - mmengine - INFO - basketball pass 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball drive 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball dribble 35.16 2023/07/07 19:22:17 - mmengine - INFO - basketball 3-point shot 24.82 2023/07/07 19:22:17 - mmengine - INFO - basketball 2-point shot 22.46 2023/07/07 19:22:17 - mmengine - INFO - basketball free throw 71.25 2023/07/07 19:22:17 - mmengine - INFO - basketball block 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball defensive rebound 19.89 2023/07/07 19:22:17 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball interfere shot 2.18 2023/07/07 19:22:17 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball sag 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball screen 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 19:22:17 - mmengine - INFO - mAP 22.81 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 19:22:17 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 19:22:17 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 19:22:17 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 19:22:17 - mmengine - INFO - VideoAP_0.5 2023/07/07 19:22:17 - mmengine - INFO - aerobic push up 66.54 2023/07/07 19:22:17 - mmengine - INFO - aerobic explosive push up 72.51 2023/07/07 19:22:17 - mmengine - INFO - aerobic explosive support 62.05 2023/07/07 19:22:17 - mmengine - INFO - aerobic leg circle 39.76 2023/07/07 19:22:17 - mmengine - INFO - aerobic helicopter 41.92 2023/07/07 19:22:17 - mmengine - INFO - aerobic support 61.49 2023/07/07 19:22:17 - mmengine - INFO - aerobic v support 15.14 2023/07/07 19:22:17 - mmengine - INFO - aerobic horizontal support 36.00 2023/07/07 19:22:17 - mmengine - INFO - aerobic straight jump 27.35 2023/07/07 19:22:17 - mmengine - INFO - aerobic illusion 39.11 2023/07/07 19:22:17 - mmengine - INFO - aerobic bent leg(s) jump 18.99 2023/07/07 19:22:17 - mmengine - INFO - aerobic pike jump 10.65 2023/07/07 19:22:17 - mmengine - INFO - aerobic straddle jump 23.44 2023/07/07 19:22:17 - mmengine - INFO - aerobic split jump 23.16 2023/07/07 19:22:17 - mmengine - INFO - aerobic scissors leap 32.14 2023/07/07 19:22:17 - mmengine - INFO - aerobic split 29.12 2023/07/07 19:22:17 - mmengine - INFO - aerobic turn 46.89 2023/07/07 19:22:17 - mmengine - INFO - volleyball serve 63.66 2023/07/07 19:22:17 - mmengine - INFO - volleyball block 26.92 2023/07/07 19:22:17 - mmengine - INFO - volleyball first pass 22.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball defend 3.97 2023/07/07 19:22:17 - mmengine - INFO - volleyball protect 0.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball second pass 60.29 2023/07/07 19:22:17 - mmengine - INFO - volleyball adjust 3.46 2023/07/07 19:22:17 - mmengine - INFO - volleyball save 0.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 19:22:17 - mmengine - INFO - volleyball spike 24.18 2023/07/07 19:22:17 - mmengine - INFO - volleyball dink 3.45 2023/07/07 19:22:17 - mmengine - INFO - volleyball no offensive attack 12.94 2023/07/07 19:22:17 - mmengine - INFO - football shoot 0.00 2023/07/07 19:22:17 - mmengine - INFO - football long pass 4.24 2023/07/07 19:22:17 - mmengine - INFO - football short pass 3.49 2023/07/07 19:22:17 - mmengine - INFO - football through pass 0.00 2023/07/07 19:22:17 - mmengine - INFO - football cross 0.00 2023/07/07 19:22:17 - mmengine - INFO - football dribble 4.40 2023/07/07 19:22:17 - mmengine - INFO - football trap 4.97 2023/07/07 19:22:17 - mmengine - INFO - football throw 10.00 2023/07/07 19:22:17 - mmengine - INFO - football diving 0.00 2023/07/07 19:22:17 - mmengine - INFO - football tackle 0.00 2023/07/07 19:22:17 - mmengine - INFO - football steal 0.00 2023/07/07 19:22:17 - mmengine - INFO - football clearance 5.56 2023/07/07 19:22:17 - mmengine - INFO - football block 0.00 2023/07/07 19:22:17 - mmengine - INFO - football press 0.00 2023/07/07 19:22:17 - mmengine - INFO - football aerial duels 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball pass 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball drive 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball dribble 13.92 2023/07/07 19:22:17 - mmengine - INFO - basketball 3-point shot 24.82 2023/07/07 19:22:17 - mmengine - INFO - basketball 2-point shot 14.81 2023/07/07 19:22:17 - mmengine - INFO - basketball free throw 33.75 2023/07/07 19:22:17 - mmengine - INFO - basketball block 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball defensive rebound 16.96 2023/07/07 19:22:17 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball interfere shot 0.40 2023/07/07 19:22:17 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball sag 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball screen 0.00 2023/07/07 19:22:17 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 19:22:17 - mmengine - INFO - mAP 16.74 2023/07/07 19:22:22 - mmengine - INFO - Epoch(val) [2][12617/12617] mAP/frameAP: 35.1047 mAP/v_map@0.2: 22.8114 mAP/v_map@0.5: 16.7410 mAP/v_map_0.05:0.45: 21.7088 mAP/v_map_0.10:0.90: 14.5727 mAP/v_map_0.50:0.95: 7.8162 data_time: 0.0418 time: 0.0783 2023/07/07 19:22:22 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb/best_mAP_frameAP_epoch_1.pth is removed 2023/07/07 19:22:27 - mmengine - INFO - The best checkpoint with 35.1047 mAP/frameAP at 2 epoch is saved to best_mAP_frameAP_epoch_2.pth. 2023/07/07 19:23:12 - mmengine - INFO - Epoch(train) [3][ 20/2255] lr: 6.1875e-03 eta: 6:43:45 time: 2.2558 data_time: 0.6641 memory: 18620 grad_norm: 4.2663 loss: 0.9297 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.8205 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9744 prec@top5: 0.1949 loss_action_cls: 0.9297 2023/07/07 19:23:43 - mmengine - INFO - Epoch(train) [3][ 40/2255] lr: 6.1875e-03 eta: 6:42:55 time: 1.5550 data_time: 0.0788 memory: 18620 grad_norm: 4.8432 loss: 0.9166 recall@thr=0.5: 0.8478 prec@thr=0.5: 0.8478 recall@top3: 0.9348 prec@top3: 0.3116 recall@top5: 0.9348 prec@top5: 0.1870 loss_action_cls: 0.9166 2023/07/07 19:24:19 - mmengine - INFO - Epoch(train) [3][ 60/2255] lr: 6.1875e-03 eta: 6:42:22 time: 1.8283 data_time: 0.0972 memory: 18620 grad_norm: 4.6300 loss: 1.1396 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7917 prec@top3: 0.2639 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.1396 2023/07/07 19:24:49 - mmengine - INFO - Epoch(train) [3][ 80/2255] lr: 6.1875e-03 eta: 6:41:28 time: 1.4936 data_time: 0.0949 memory: 18620 grad_norm: 4.6086 loss: 1.2131 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.9655 prec@top3: 0.3218 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.2131 2023/07/07 19:25:22 - mmengine - INFO - Epoch(train) [3][ 100/2255] lr: 6.1875e-03 eta: 6:40:42 time: 1.6140 data_time: 0.0839 memory: 18620 grad_norm: 4.4821 loss: 0.9638 recall@thr=0.5: 0.6053 prec@thr=0.5: 0.6053 recall@top3: 0.7895 prec@top3: 0.2632 recall@top5: 0.9211 prec@top5: 0.1842 loss_action_cls: 0.9638 2023/07/07 19:25:52 - mmengine - INFO - Epoch(train) [3][ 120/2255] lr: 6.1875e-03 eta: 6:39:51 time: 1.5232 data_time: 0.0768 memory: 18620 grad_norm: 4.4080 loss: 1.1019 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8222 prec@top3: 0.2741 recall@top5: 0.8444 prec@top5: 0.1689 loss_action_cls: 1.1019 2023/07/07 19:26:25 - mmengine - INFO - Epoch(train) [3][ 140/2255] lr: 6.1875e-03 eta: 6:39:07 time: 1.6398 data_time: 0.0877 memory: 18620 grad_norm: 4.5271 loss: 0.9927 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7619 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.9524 prec@top5: 0.1905 loss_action_cls: 0.9927 2023/07/07 19:26:56 - mmengine - INFO - Epoch(train) [3][ 160/2255] lr: 6.1875e-03 eta: 6:38:17 time: 1.5459 data_time: 0.0760 memory: 18620 grad_norm: 4.6057 loss: 1.0529 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.8205 recall@top3: 0.9487 prec@top3: 0.3162 recall@top5: 0.9744 prec@top5: 0.1949 loss_action_cls: 1.0529 2023/07/07 19:27:31 - mmengine - INFO - Epoch(train) [3][ 180/2255] lr: 6.1875e-03 eta: 6:37:40 time: 1.7580 data_time: 0.0747 memory: 18620 grad_norm: 4.8612 loss: 0.9709 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7143 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.9709 2023/07/07 19:28:01 - mmengine - INFO - Epoch(train) [3][ 200/2255] lr: 6.1875e-03 eta: 6:36:49 time: 1.5263 data_time: 0.0944 memory: 18620 grad_norm: 4.4227 loss: 1.0692 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 1.0692 2023/07/07 19:28:36 - mmengine - INFO - Epoch(train) [3][ 220/2255] lr: 6.1875e-03 eta: 6:36:09 time: 1.7084 data_time: 0.0838 memory: 18620 grad_norm: 4.8836 loss: 1.0971 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8529 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 1.0971 2023/07/07 19:29:05 - mmengine - INFO - Epoch(train) [3][ 240/2255] lr: 6.1875e-03 eta: 6:35:15 time: 1.4533 data_time: 0.0773 memory: 18620 grad_norm: 4.6640 loss: 1.0226 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 1.0226 2023/07/07 19:29:39 - mmengine - INFO - Epoch(train) [3][ 260/2255] lr: 6.1875e-03 eta: 6:34:34 time: 1.6983 data_time: 0.0853 memory: 18620 grad_norm: 4.6945 loss: 1.0410 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.8125 prec@top3: 0.2708 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 1.0410 2023/07/07 19:30:08 - mmengine - INFO - Epoch(train) [3][ 280/2255] lr: 6.1875e-03 eta: 6:33:40 time: 1.4577 data_time: 0.0750 memory: 18620 grad_norm: 4.7433 loss: 1.1607 recall@thr=0.5: 0.6512 prec@thr=0.5: 0.6512 recall@top3: 0.8140 prec@top3: 0.2713 recall@top5: 0.8605 prec@top5: 0.1721 loss_action_cls: 1.1607 2023/07/07 19:30:43 - mmengine - INFO - Epoch(train) [3][ 300/2255] lr: 6.1875e-03 eta: 6:33:03 time: 1.7450 data_time: 0.0755 memory: 18620 grad_norm: 4.5828 loss: 1.0398 recall@thr=0.5: 0.9600 prec@thr=0.5: 0.9600 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.0398 2023/07/07 19:31:11 - mmengine - INFO - Epoch(train) [3][ 320/2255] lr: 6.1875e-03 eta: 6:32:07 time: 1.4234 data_time: 0.0783 memory: 18620 grad_norm: 4.2512 loss: 1.1241 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.6750 recall@top3: 0.7750 prec@top3: 0.2583 recall@top5: 0.7750 prec@top5: 0.1550 loss_action_cls: 1.1241 2023/07/07 19:31:45 - mmengine - INFO - Epoch(train) [3][ 340/2255] lr: 6.1875e-03 eta: 6:31:27 time: 1.7033 data_time: 0.0805 memory: 18620 grad_norm: 4.3412 loss: 1.0125 recall@thr=0.5: 0.8710 prec@thr=0.5: 0.8710 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 1.0125 2023/07/07 19:32:17 - mmengine - INFO - Epoch(train) [3][ 360/2255] lr: 6.1875e-03 eta: 6:30:40 time: 1.5700 data_time: 0.1025 memory: 18620 grad_norm: 4.3505 loss: 0.9034 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7812 prec@top3: 0.2604 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.9034 2023/07/07 19:32:51 - mmengine - INFO - Epoch(train) [3][ 380/2255] lr: 6.1875e-03 eta: 6:30:01 time: 1.7136 data_time: 0.0966 memory: 18620 grad_norm: 3.9737 loss: 1.0379 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 1.0379 2023/07/07 19:33:21 - mmengine - INFO - Epoch(train) [3][ 400/2255] lr: 6.1875e-03 eta: 6:29:10 time: 1.4842 data_time: 0.0722 memory: 18620 grad_norm: 3.9759 loss: 0.8775 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8889 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8775 2023/07/07 19:33:55 - mmengine - INFO - Epoch(train) [3][ 420/2255] lr: 6.1875e-03 eta: 6:28:33 time: 1.7473 data_time: 0.0744 memory: 18620 grad_norm: 4.2169 loss: 1.1097 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 1.1097 2023/07/07 19:34:26 - mmengine - INFO - Epoch(train) [3][ 440/2255] lr: 6.1875e-03 eta: 6:27:43 time: 1.5108 data_time: 0.0760 memory: 18620 grad_norm: 4.2007 loss: 1.0584 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.7941 prec@top3: 0.2647 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 1.0584 2023/07/07 19:34:58 - mmengine - INFO - Epoch(train) [3][ 460/2255] lr: 6.1875e-03 eta: 6:26:59 time: 1.6179 data_time: 0.0811 memory: 18620 grad_norm: 4.3684 loss: 1.0140 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 1.0140 2023/07/07 19:35:29 - mmengine - INFO - Epoch(train) [3][ 480/2255] lr: 6.1875e-03 eta: 6:26:11 time: 1.5300 data_time: 0.0730 memory: 18620 grad_norm: 4.1444 loss: 1.0681 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 1.0681 2023/07/07 19:35:48 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 19:36:02 - mmengine - INFO - Epoch(train) [3][ 500/2255] lr: 6.1875e-03 eta: 6:25:31 time: 1.6881 data_time: 0.0815 memory: 18620 grad_norm: 4.1113 loss: 1.0873 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.7297 recall@top3: 0.7838 prec@top3: 0.2613 recall@top5: 0.8378 prec@top5: 0.1676 loss_action_cls: 1.0873 2023/07/07 19:36:32 - mmengine - INFO - Epoch(train) [3][ 520/2255] lr: 6.1875e-03 eta: 6:24:41 time: 1.4976 data_time: 0.0863 memory: 18620 grad_norm: 3.9017 loss: 0.9712 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.9712 2023/07/07 19:37:07 - mmengine - INFO - Epoch(train) [3][ 540/2255] lr: 6.1875e-03 eta: 6:24:02 time: 1.7155 data_time: 0.0813 memory: 18620 grad_norm: 4.4469 loss: 1.0327 recall@thr=0.5: 0.7429 prec@thr=0.5: 0.7429 recall@top3: 0.9429 prec@top3: 0.3143 recall@top5: 0.9429 prec@top5: 0.1886 loss_action_cls: 1.0327 2023/07/07 19:37:36 - mmengine - INFO - Epoch(train) [3][ 560/2255] lr: 6.1875e-03 eta: 6:23:11 time: 1.4720 data_time: 0.0954 memory: 18620 grad_norm: 4.2129 loss: 1.0257 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.9706 prec@top5: 0.1941 loss_action_cls: 1.0257 2023/07/07 19:38:11 - mmengine - INFO - Epoch(train) [3][ 580/2255] lr: 6.1875e-03 eta: 6:22:34 time: 1.7269 data_time: 0.0934 memory: 18620 grad_norm: 3.8471 loss: 0.9811 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8261 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 0.9811 2023/07/07 19:38:39 - mmengine - INFO - Epoch(train) [3][ 600/2255] lr: 6.1875e-03 eta: 6:21:40 time: 1.4161 data_time: 0.0767 memory: 18620 grad_norm: 3.8149 loss: 0.9794 recall@thr=0.5: 0.5217 prec@thr=0.5: 0.5217 recall@top3: 0.6087 prec@top3: 0.2029 recall@top5: 0.7826 prec@top5: 0.1565 loss_action_cls: 0.9794 2023/07/07 19:39:12 - mmengine - INFO - Epoch(train) [3][ 620/2255] lr: 6.1875e-03 eta: 6:20:59 time: 1.6600 data_time: 0.1044 memory: 18620 grad_norm: 4.1610 loss: 1.1300 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7308 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 1.1300 2023/07/07 19:39:42 - mmengine - INFO - Epoch(train) [3][ 640/2255] lr: 6.1875e-03 eta: 6:20:10 time: 1.5080 data_time: 0.0771 memory: 18620 grad_norm: 3.9436 loss: 0.9996 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7143 prec@top3: 0.2381 recall@top5: 0.7619 prec@top5: 0.1524 loss_action_cls: 0.9996 2023/07/07 19:40:15 - mmengine - INFO - Epoch(train) [3][ 660/2255] lr: 6.1875e-03 eta: 6:19:28 time: 1.6328 data_time: 0.0832 memory: 18620 grad_norm: 3.9675 loss: 1.0362 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6190 recall@top3: 0.7143 prec@top3: 0.2381 recall@top5: 0.8095 prec@top5: 0.1619 loss_action_cls: 1.0362 2023/07/07 19:40:46 - mmengine - INFO - Epoch(train) [3][ 680/2255] lr: 6.1875e-03 eta: 6:18:43 time: 1.5698 data_time: 0.0914 memory: 18620 grad_norm: 4.2129 loss: 1.0129 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 1.0129 2023/07/07 19:41:21 - mmengine - INFO - Epoch(train) [3][ 700/2255] lr: 6.1875e-03 eta: 6:18:06 time: 1.7260 data_time: 0.0708 memory: 18620 grad_norm: 4.4778 loss: 0.9413 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.7941 prec@top3: 0.2647 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.9413 2023/07/07 19:41:49 - mmengine - INFO - Epoch(train) [3][ 720/2255] lr: 6.1875e-03 eta: 6:17:13 time: 1.4156 data_time: 0.0751 memory: 18620 grad_norm: 3.9049 loss: 1.0598 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.5789 recall@top3: 0.7368 prec@top3: 0.2456 recall@top5: 0.7895 prec@top5: 0.1579 loss_action_cls: 1.0598 2023/07/07 19:42:22 - mmengine - INFO - Epoch(train) [3][ 740/2255] lr: 6.1875e-03 eta: 6:16:31 time: 1.6289 data_time: 0.0710 memory: 18620 grad_norm: 4.1093 loss: 1.0892 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8824 prec@top5: 0.1765 loss_action_cls: 1.0892 2023/07/07 19:42:52 - mmengine - INFO - Epoch(train) [3][ 760/2255] lr: 6.1875e-03 eta: 6:15:43 time: 1.5025 data_time: 0.0858 memory: 18620 grad_norm: 4.0318 loss: 1.0044 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9062 prec@top5: 0.1812 loss_action_cls: 1.0044 2023/07/07 19:43:25 - mmengine - INFO - Epoch(train) [3][ 780/2255] lr: 6.1875e-03 eta: 6:15:03 time: 1.6766 data_time: 0.0983 memory: 18620 grad_norm: 3.6583 loss: 1.0437 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.6579 recall@top3: 0.8158 prec@top3: 0.2719 recall@top5: 0.8421 prec@top5: 0.1684 loss_action_cls: 1.0437 2023/07/07 19:43:55 - mmengine - INFO - Epoch(train) [3][ 800/2255] lr: 6.1875e-03 eta: 6:14:15 time: 1.5030 data_time: 0.0734 memory: 18620 grad_norm: 3.9610 loss: 0.9915 recall@thr=0.5: 0.6154 prec@thr=0.5: 0.6154 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.9915 2023/07/07 19:44:28 - mmengine - INFO - Epoch(train) [3][ 820/2255] lr: 6.1875e-03 eta: 6:13:33 time: 1.6083 data_time: 0.0969 memory: 18620 grad_norm: 4.1515 loss: 0.9552 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.9552 2023/07/07 19:44:57 - mmengine - INFO - Epoch(train) [3][ 840/2255] lr: 6.1875e-03 eta: 6:12:42 time: 1.4488 data_time: 0.0781 memory: 18620 grad_norm: 4.3977 loss: 0.9719 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.9719 2023/07/07 19:45:32 - mmengine - INFO - Epoch(train) [3][ 860/2255] lr: 6.1875e-03 eta: 6:12:08 time: 1.7770 data_time: 0.0816 memory: 18620 grad_norm: 4.0960 loss: 0.8583 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.8788 recall@top3: 0.9697 prec@top3: 0.3232 recall@top5: 0.9697 prec@top5: 0.1939 loss_action_cls: 0.8583 2023/07/07 19:46:03 - mmengine - INFO - Epoch(train) [3][ 880/2255] lr: 6.1875e-03 eta: 6:11:21 time: 1.5190 data_time: 0.0769 memory: 18620 grad_norm: 4.6495 loss: 1.1157 recall@thr=0.5: 0.5926 prec@thr=0.5: 0.5926 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 1.1157 2023/07/07 19:46:34 - mmengine - INFO - Epoch(train) [3][ 900/2255] lr: 6.1875e-03 eta: 6:10:38 time: 1.5834 data_time: 0.1125 memory: 18620 grad_norm: 4.1404 loss: 1.1062 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.6842 recall@top3: 0.8684 prec@top3: 0.2895 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 1.1062 2023/07/07 19:47:05 - mmengine - INFO - Epoch(train) [3][ 920/2255] lr: 6.1875e-03 eta: 6:09:52 time: 1.5281 data_time: 0.0820 memory: 18620 grad_norm: 4.0741 loss: 0.8535 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.7297 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.8535 2023/07/07 19:47:38 - mmengine - INFO - Epoch(train) [3][ 940/2255] lr: 6.1875e-03 eta: 6:09:12 time: 1.6712 data_time: 0.1767 memory: 18620 grad_norm: 4.0885 loss: 1.0387 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.9000 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 1.0387 2023/07/07 19:48:11 - mmengine - INFO - Epoch(train) [3][ 960/2255] lr: 6.1875e-03 eta: 6:08:31 time: 1.6175 data_time: 0.3831 memory: 18620 grad_norm: 4.2276 loss: 0.9683 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.6944 recall@top3: 0.8056 prec@top3: 0.2685 recall@top5: 0.8056 prec@top5: 0.1611 loss_action_cls: 0.9683 2023/07/07 19:48:43 - mmengine - INFO - Epoch(train) [3][ 980/2255] lr: 6.1875e-03 eta: 6:07:50 time: 1.6394 data_time: 0.3096 memory: 18620 grad_norm: 4.2230 loss: 1.1062 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7059 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 1.1062 2023/07/07 19:49:17 - mmengine - INFO - Epoch(train) [3][1000/2255] lr: 6.1875e-03 eta: 6:07:11 time: 1.6831 data_time: 0.0779 memory: 18620 grad_norm: 4.1843 loss: 0.9851 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.8611 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.9851 2023/07/07 19:49:46 - mmengine - INFO - Epoch(train) [3][1020/2255] lr: 6.1875e-03 eta: 6:06:23 time: 1.4604 data_time: 0.1029 memory: 18620 grad_norm: 3.9715 loss: 1.1052 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.1052 2023/07/07 19:50:20 - mmengine - INFO - Epoch(train) [3][1040/2255] lr: 6.1875e-03 eta: 6:05:45 time: 1.7014 data_time: 0.5708 memory: 18620 grad_norm: 3.9463 loss: 0.8659 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8659 2023/07/07 19:50:54 - mmengine - INFO - Epoch(train) [3][1060/2255] lr: 6.1875e-03 eta: 6:05:06 time: 1.6739 data_time: 0.5671 memory: 18620 grad_norm: 4.0047 loss: 1.0685 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 1.0685 2023/07/07 19:51:24 - mmengine - INFO - Epoch(train) [3][1080/2255] lr: 6.1875e-03 eta: 6:04:21 time: 1.5276 data_time: 0.4557 memory: 18620 grad_norm: 4.1932 loss: 1.0351 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 1.0351 2023/07/07 19:51:57 - mmengine - INFO - Epoch(train) [3][1100/2255] lr: 6.1875e-03 eta: 6:03:41 time: 1.6598 data_time: 0.5458 memory: 18620 grad_norm: 3.8195 loss: 1.0019 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.9310 prec@top3: 0.3103 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 1.0019 2023/07/07 19:52:29 - mmengine - INFO - Epoch(train) [3][1120/2255] lr: 6.1875e-03 eta: 6:02:59 time: 1.5926 data_time: 0.4684 memory: 18620 grad_norm: 3.7312 loss: 1.0079 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8788 prec@top5: 0.1758 loss_action_cls: 1.0079 2023/07/07 19:53:04 - mmengine - INFO - Epoch(train) [3][1140/2255] lr: 6.1875e-03 eta: 6:02:24 time: 1.7568 data_time: 0.0795 memory: 18620 grad_norm: 3.9920 loss: 1.0558 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6538 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 1.0558 2023/07/07 19:53:33 - mmengine - INFO - Epoch(train) [3][1160/2255] lr: 6.1875e-03 eta: 6:01:35 time: 1.4235 data_time: 0.0821 memory: 18620 grad_norm: 3.6009 loss: 0.9257 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.7895 recall@top3: 0.8947 prec@top3: 0.2982 recall@top5: 0.9211 prec@top5: 0.1842 loss_action_cls: 0.9257 2023/07/07 19:54:06 - mmengine - INFO - Epoch(train) [3][1180/2255] lr: 6.1875e-03 eta: 6:00:55 time: 1.6560 data_time: 0.0893 memory: 18620 grad_norm: 4.0730 loss: 0.9251 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.7826 recall@top3: 0.8696 prec@top3: 0.2899 recall@top5: 0.9130 prec@top5: 0.1826 loss_action_cls: 0.9251 2023/07/07 19:54:37 - mmengine - INFO - Epoch(train) [3][1200/2255] lr: 6.1875e-03 eta: 6:00:11 time: 1.5333 data_time: 0.1847 memory: 18620 grad_norm: 4.1393 loss: 0.9690 recall@thr=0.5: 0.7368 prec@thr=0.5: 0.7368 recall@top3: 0.7632 prec@top3: 0.2544 recall@top5: 0.7895 prec@top5: 0.1579 loss_action_cls: 0.9690 2023/07/07 19:55:14 - mmengine - INFO - Epoch(train) [3][1220/2255] lr: 6.1875e-03 eta: 5:59:40 time: 1.8614 data_time: 0.0796 memory: 18620 grad_norm: 3.9580 loss: 0.9674 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.9674 2023/07/07 19:55:44 - mmengine - INFO - Epoch(train) [3][1240/2255] lr: 6.1875e-03 eta: 5:58:54 time: 1.4861 data_time: 0.0812 memory: 18620 grad_norm: 4.2197 loss: 1.0691 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 1.0691 2023/07/07 19:56:16 - mmengine - INFO - Epoch(train) [3][1260/2255] lr: 6.1875e-03 eta: 5:58:13 time: 1.6267 data_time: 0.0800 memory: 18620 grad_norm: 3.6998 loss: 0.7888 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7143 recall@top3: 0.8857 prec@top3: 0.2952 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 0.7888 2023/07/07 19:56:48 - mmengine - INFO - Epoch(train) [3][1280/2255] lr: 6.1875e-03 eta: 5:57:33 time: 1.6139 data_time: 0.1876 memory: 18620 grad_norm: 3.7162 loss: 0.9298 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8286 recall@top3: 0.9429 prec@top3: 0.3143 recall@top5: 0.9429 prec@top5: 0.1886 loss_action_cls: 0.9298 2023/07/07 19:57:24 - mmengine - INFO - Epoch(train) [3][1300/2255] lr: 6.1875e-03 eta: 5:57:00 time: 1.7984 data_time: 0.2027 memory: 18620 grad_norm: 4.0387 loss: 0.9716 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.9716 2023/07/07 19:57:57 - mmengine - INFO - Epoch(train) [3][1320/2255] lr: 6.1875e-03 eta: 5:56:20 time: 1.6336 data_time: 0.5941 memory: 18620 grad_norm: 3.8307 loss: 1.0873 recall@thr=0.5: 0.5862 prec@thr=0.5: 0.5862 recall@top3: 0.6897 prec@top3: 0.2299 recall@top5: 0.7241 prec@top5: 0.1448 loss_action_cls: 1.0873 2023/07/07 19:58:28 - mmengine - INFO - Epoch(train) [3][1340/2255] lr: 6.1875e-03 eta: 5:55:35 time: 1.5313 data_time: 0.4478 memory: 18620 grad_norm: 3.8037 loss: 0.9589 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6296 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.9589 2023/07/07 19:59:03 - mmengine - INFO - Epoch(train) [3][1360/2255] lr: 6.1875e-03 eta: 5:55:01 time: 1.7629 data_time: 0.7114 memory: 18620 grad_norm: 4.0807 loss: 1.0183 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.8485 recall@top3: 0.9394 prec@top3: 0.3131 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 1.0183 2023/07/07 19:59:34 - mmengine - INFO - Epoch(train) [3][1380/2255] lr: 6.1875e-03 eta: 5:54:17 time: 1.5339 data_time: 0.4427 memory: 18620 grad_norm: 4.0331 loss: 0.9794 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7917 recall@top3: 0.9583 prec@top3: 0.3194 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 0.9794 2023/07/07 20:00:08 - mmengine - INFO - Epoch(train) [3][1400/2255] lr: 6.1875e-03 eta: 5:53:42 time: 1.7408 data_time: 0.6129 memory: 18620 grad_norm: 3.5863 loss: 1.0597 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 1.0597 2023/07/07 20:00:39 - mmengine - INFO - Epoch(train) [3][1420/2255] lr: 6.1875e-03 eta: 5:52:57 time: 1.5037 data_time: 0.4000 memory: 18620 grad_norm: 3.9354 loss: 0.8014 recall@thr=0.5: 0.8400 prec@thr=0.5: 0.8400 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.8014 2023/07/07 20:01:09 - mmengine - INFO - Epoch(train) [3][1440/2255] lr: 6.1875e-03 eta: 5:52:12 time: 1.5139 data_time: 0.3202 memory: 18620 grad_norm: 3.8182 loss: 0.9848 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.6552 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.9848 2023/07/07 20:01:48 - mmengine - INFO - Epoch(train) [3][1460/2255] lr: 6.1875e-03 eta: 5:51:45 time: 1.9462 data_time: 0.0780 memory: 18620 grad_norm: 3.8713 loss: 0.8000 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.7826 recall@top3: 0.9565 prec@top3: 0.3188 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8000 2023/07/07 20:02:18 - mmengine - INFO - Epoch(train) [3][1480/2255] lr: 6.1875e-03 eta: 5:51:01 time: 1.5190 data_time: 0.0902 memory: 18620 grad_norm: 3.7781 loss: 0.8695 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6875 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9062 prec@top5: 0.1812 loss_action_cls: 0.8695 2023/07/07 20:02:37 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 20:02:53 - mmengine - INFO - Epoch(train) [3][1500/2255] lr: 6.1875e-03 eta: 5:50:27 time: 1.7687 data_time: 0.0812 memory: 18620 grad_norm: 3.6179 loss: 1.0342 recall@thr=0.5: 0.6809 prec@thr=0.5: 0.6809 recall@top3: 0.7660 prec@top3: 0.2553 recall@top5: 0.8085 prec@top5: 0.1617 loss_action_cls: 1.0342 2023/07/07 20:03:28 - mmengine - INFO - Epoch(train) [3][1520/2255] lr: 6.1875e-03 eta: 5:49:50 time: 1.7123 data_time: 0.1098 memory: 18620 grad_norm: 3.9694 loss: 0.9320 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.5556 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8611 prec@top5: 0.1722 loss_action_cls: 0.9320 2023/07/07 20:03:58 - mmengine - INFO - Epoch(train) [3][1540/2255] lr: 6.1875e-03 eta: 5:49:06 time: 1.5205 data_time: 0.0843 memory: 18620 grad_norm: 4.2763 loss: 1.0646 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.7895 recall@top3: 0.8421 prec@top3: 0.2807 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 1.0646 2023/07/07 20:04:33 - mmengine - INFO - Epoch(train) [3][1560/2255] lr: 6.1875e-03 eta: 5:48:32 time: 1.7574 data_time: 0.0784 memory: 18620 grad_norm: 3.8072 loss: 0.8060 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 0.8060 2023/07/07 20:05:06 - mmengine - INFO - Epoch(train) [3][1580/2255] lr: 6.1875e-03 eta: 5:47:53 time: 1.6416 data_time: 0.0919 memory: 18620 grad_norm: 3.6147 loss: 0.8676 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.8676 2023/07/07 20:05:41 - mmengine - INFO - Epoch(train) [3][1600/2255] lr: 6.1875e-03 eta: 5:47:17 time: 1.7300 data_time: 0.0975 memory: 18620 grad_norm: 3.6425 loss: 0.9270 recall@thr=0.5: 0.7209 prec@thr=0.5: 0.7209 recall@top3: 0.7907 prec@top3: 0.2636 recall@top5: 0.7907 prec@top5: 0.1581 loss_action_cls: 0.9270 2023/07/07 20:06:11 - mmengine - INFO - Epoch(train) [3][1620/2255] lr: 6.1875e-03 eta: 5:46:32 time: 1.4903 data_time: 0.0945 memory: 18620 grad_norm: 3.9271 loss: 0.8874 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8874 2023/07/07 20:06:46 - mmengine - INFO - Epoch(train) [3][1640/2255] lr: 6.1875e-03 eta: 5:45:58 time: 1.7654 data_time: 0.0863 memory: 18620 grad_norm: 4.0746 loss: 0.8655 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.7097 recall@top3: 0.7742 prec@top3: 0.2581 recall@top5: 0.8065 prec@top5: 0.1613 loss_action_cls: 0.8655 2023/07/07 20:07:17 - mmengine - INFO - Epoch(train) [3][1660/2255] lr: 6.1875e-03 eta: 5:45:17 time: 1.5706 data_time: 0.1011 memory: 18620 grad_norm: 3.6799 loss: 0.8847 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.9000 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 0.8847 2023/07/07 20:07:52 - mmengine - INFO - Epoch(train) [3][1680/2255] lr: 6.1875e-03 eta: 5:44:40 time: 1.7148 data_time: 0.0843 memory: 18620 grad_norm: 3.4434 loss: 0.8637 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.7241 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.8637 2023/07/07 20:08:21 - mmengine - INFO - Epoch(train) [3][1700/2255] lr: 6.1875e-03 eta: 5:43:56 time: 1.4827 data_time: 0.1025 memory: 18620 grad_norm: 4.1568 loss: 1.0021 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 1.0021 2023/07/07 20:08:58 - mmengine - INFO - Epoch(train) [3][1720/2255] lr: 6.1875e-03 eta: 5:43:24 time: 1.8382 data_time: 0.0971 memory: 18620 grad_norm: 3.8089 loss: 0.8876 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.6579 recall@top3: 0.8158 prec@top3: 0.2719 recall@top5: 0.8684 prec@top5: 0.1737 loss_action_cls: 0.8876 2023/07/07 20:09:29 - mmengine - INFO - Epoch(train) [3][1740/2255] lr: 6.1875e-03 eta: 5:42:41 time: 1.5302 data_time: 0.1138 memory: 18620 grad_norm: 3.6552 loss: 1.0881 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 1.0881 2023/07/07 20:10:05 - mmengine - INFO - Epoch(train) [3][1760/2255] lr: 6.1875e-03 eta: 5:42:08 time: 1.7966 data_time: 0.1008 memory: 18620 grad_norm: 3.7387 loss: 0.9172 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 0.9172 2023/07/07 20:10:35 - mmengine - INFO - Epoch(train) [3][1780/2255] lr: 6.1875e-03 eta: 5:41:26 time: 1.5477 data_time: 0.0887 memory: 18620 grad_norm: 3.9076 loss: 0.9085 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.7241 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.9085 2023/07/07 20:11:11 - mmengine - INFO - Epoch(train) [3][1800/2255] lr: 6.1875e-03 eta: 5:40:52 time: 1.7634 data_time: 0.1031 memory: 18620 grad_norm: 3.8440 loss: 0.9584 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.9584 2023/07/07 20:11:42 - mmengine - INFO - Epoch(train) [3][1820/2255] lr: 6.1875e-03 eta: 5:40:10 time: 1.5652 data_time: 0.0948 memory: 18620 grad_norm: 3.9866 loss: 0.9646 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8529 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 0.9646 2023/07/07 20:12:14 - mmengine - INFO - Epoch(train) [3][1840/2255] lr: 6.1875e-03 eta: 5:39:30 time: 1.5847 data_time: 0.1016 memory: 18620 grad_norm: 3.4124 loss: 0.9451 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7917 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.9451 2023/07/07 20:12:48 - mmengine - INFO - Epoch(train) [3][1860/2255] lr: 6.1875e-03 eta: 5:38:53 time: 1.7016 data_time: 0.1068 memory: 18620 grad_norm: 3.6575 loss: 0.8806 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.8806 2023/07/07 20:13:23 - mmengine - INFO - Epoch(train) [3][1880/2255] lr: 6.1875e-03 eta: 5:38:19 time: 1.7446 data_time: 0.1044 memory: 18620 grad_norm: 3.9922 loss: 0.8845 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8845 2023/07/07 20:13:56 - mmengine - INFO - Epoch(train) [3][1900/2255] lr: 6.1875e-03 eta: 5:37:42 time: 1.6795 data_time: 0.1104 memory: 18620 grad_norm: 3.8195 loss: 0.8724 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8724 2023/07/07 20:14:29 - mmengine - INFO - Epoch(train) [3][1920/2255] lr: 6.1875e-03 eta: 5:37:03 time: 1.6371 data_time: 0.0920 memory: 18620 grad_norm: 3.6481 loss: 1.0066 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 1.0066 2023/07/07 20:15:03 - mmengine - INFO - Epoch(train) [3][1940/2255] lr: 6.1875e-03 eta: 5:36:27 time: 1.7145 data_time: 0.0955 memory: 18620 grad_norm: 3.6023 loss: 0.9116 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.7097 recall@top3: 0.7419 prec@top3: 0.2473 recall@top5: 0.8065 prec@top5: 0.1613 loss_action_cls: 0.9116 2023/07/07 20:15:38 - mmengine - INFO - Epoch(train) [3][1960/2255] lr: 6.1875e-03 eta: 5:35:52 time: 1.7484 data_time: 0.0999 memory: 18620 grad_norm: 3.9176 loss: 0.9841 recall@thr=0.5: 0.9091 prec@thr=0.5: 0.9091 recall@top3: 0.9545 prec@top3: 0.3182 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.9841 2023/07/07 20:16:10 - mmengine - INFO - Epoch(train) [3][1980/2255] lr: 6.1875e-03 eta: 5:35:13 time: 1.6064 data_time: 0.0842 memory: 18620 grad_norm: 4.0299 loss: 0.9157 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7619 recall@top3: 0.8095 prec@top3: 0.2698 recall@top5: 0.8095 prec@top5: 0.1619 loss_action_cls: 0.9157 2023/07/07 20:16:45 - mmengine - INFO - Epoch(train) [3][2000/2255] lr: 6.1875e-03 eta: 5:34:38 time: 1.7342 data_time: 0.0969 memory: 18620 grad_norm: 3.9781 loss: 0.8922 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.7838 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.8922 2023/07/07 20:17:17 - mmengine - INFO - Epoch(train) [3][2020/2255] lr: 6.1875e-03 eta: 5:33:58 time: 1.6143 data_time: 0.1058 memory: 18620 grad_norm: 3.6686 loss: 1.0921 recall@thr=0.5: 0.6087 prec@thr=0.5: 0.6087 recall@top3: 0.7391 prec@top3: 0.2464 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 1.0921 2023/07/07 20:17:54 - mmengine - INFO - Epoch(train) [3][2040/2255] lr: 6.1875e-03 eta: 5:33:26 time: 1.8138 data_time: 0.0837 memory: 18620 grad_norm: 3.6820 loss: 0.8802 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.8802 2023/07/07 20:18:24 - mmengine - INFO - Epoch(train) [3][2060/2255] lr: 6.1875e-03 eta: 5:32:44 time: 1.5367 data_time: 0.0990 memory: 18620 grad_norm: 3.8255 loss: 0.9799 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.6957 recall@top3: 0.7391 prec@top3: 0.2464 recall@top5: 0.8696 prec@top5: 0.1739 loss_action_cls: 0.9799 2023/07/07 20:18:59 - mmengine - INFO - Epoch(train) [3][2080/2255] lr: 6.1875e-03 eta: 5:32:09 time: 1.7386 data_time: 0.1020 memory: 18620 grad_norm: 3.7534 loss: 0.9641 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7391 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 0.9641 2023/07/07 20:19:28 - mmengine - INFO - Epoch(train) [3][2100/2255] lr: 6.1875e-03 eta: 5:31:24 time: 1.4409 data_time: 0.0955 memory: 18620 grad_norm: 3.8495 loss: 1.0097 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 1.0097 2023/07/07 20:20:04 - mmengine - INFO - Epoch(train) [3][2120/2255] lr: 6.1875e-03 eta: 5:30:51 time: 1.8024 data_time: 0.0995 memory: 18620 grad_norm: 3.4574 loss: 0.8710 recall@thr=0.5: 0.9032 prec@thr=0.5: 0.9032 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8710 2023/07/07 20:20:34 - mmengine - INFO - Epoch(train) [3][2140/2255] lr: 6.1875e-03 eta: 5:30:08 time: 1.4860 data_time: 0.0820 memory: 18620 grad_norm: 3.7174 loss: 0.9643 recall@thr=0.5: 0.4737 prec@thr=0.5: 0.4737 recall@top3: 0.6316 prec@top3: 0.2105 recall@top5: 0.7895 prec@top5: 0.1579 loss_action_cls: 0.9643 2023/07/07 20:21:07 - mmengine - INFO - Epoch(train) [3][2160/2255] lr: 6.1875e-03 eta: 5:29:30 time: 1.6516 data_time: 0.0910 memory: 18620 grad_norm: 3.6038 loss: 0.9567 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8235 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 0.9567 2023/07/07 20:21:42 - mmengine - INFO - Epoch(train) [3][2180/2255] lr: 6.1875e-03 eta: 5:28:56 time: 1.7580 data_time: 0.1002 memory: 18620 grad_norm: 3.5743 loss: 0.8162 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8162 2023/07/07 20:22:14 - mmengine - INFO - Epoch(train) [3][2200/2255] lr: 6.1875e-03 eta: 5:28:17 time: 1.6094 data_time: 0.0912 memory: 18620 grad_norm: 3.7498 loss: 1.0074 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 1.0074 2023/07/07 20:22:47 - mmengine - INFO - Epoch(train) [3][2220/2255] lr: 6.1875e-03 eta: 5:27:38 time: 1.6224 data_time: 0.0887 memory: 18620 grad_norm: 3.6789 loss: 1.0675 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.7879 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 1.0675 2023/07/07 20:23:22 - mmengine - INFO - Epoch(train) [3][2240/2255] lr: 6.1875e-03 eta: 5:27:05 time: 1.7847 data_time: 0.0934 memory: 18620 grad_norm: 3.5267 loss: 0.9157 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8077 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 0.9157 2023/07/07 20:23:37 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 20:23:37 - mmengine - INFO - Epoch(train) [3][2255/2255] lr: 6.1875e-03 eta: 5:26:20 time: 1.2137 data_time: 0.0679 memory: 18620 grad_norm: 3.5980 loss: 1.0421 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7619 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 1.0421 2023/07/07 20:23:37 - mmengine - INFO - Saving checkpoint at 3 epochs 2023/07/07 20:23:44 - mmengine - INFO - Epoch(val) [3][ 20/12617] eta: 0:20:07 time: 0.0958 data_time: 0.0564 memory: 730 2023/07/07 20:23:45 - mmengine - INFO - Epoch(val) [3][ 40/12617] eta: 0:17:33 time: 0.0718 data_time: 0.0319 memory: 730 2023/07/07 20:23:46 - mmengine - INFO - Epoch(val) [3][ 60/12617] eta: 0:16:31 time: 0.0694 data_time: 0.0323 memory: 730 2023/07/07 20:23:48 - mmengine - INFO - Epoch(val) [3][ 80/12617] eta: 0:16:15 time: 0.0743 data_time: 0.0364 memory: 730 2023/07/07 20:23:49 - mmengine - INFO - Epoch(val) [3][ 100/12617] eta: 0:16:10 time: 0.0766 data_time: 0.0390 memory: 730 2023/07/07 20:23:51 - mmengine - INFO - Epoch(val) [3][ 120/12617] eta: 0:15:26 time: 0.0570 data_time: 0.0189 memory: 730 2023/07/07 20:23:52 - mmengine - INFO - Epoch(val) [3][ 140/12617] eta: 0:15:07 time: 0.0642 data_time: 0.0262 memory: 730 2023/07/07 20:23:53 - mmengine - INFO - Epoch(val) [3][ 160/12617] eta: 0:14:52 time: 0.0641 data_time: 0.0257 memory: 730 2023/07/07 20:23:54 - mmengine - INFO - Epoch(val) [3][ 180/12617] eta: 0:14:42 time: 0.0656 data_time: 0.0271 memory: 730 2023/07/07 20:23:56 - mmengine - INFO - Epoch(val) [3][ 200/12617] eta: 0:14:38 time: 0.0688 data_time: 0.0314 memory: 730 2023/07/07 20:23:57 - mmengine - INFO - Epoch(val) [3][ 220/12617] eta: 0:14:49 time: 0.0817 data_time: 0.0433 memory: 730 2023/07/07 20:23:59 - mmengine - INFO - Epoch(val) [3][ 240/12617] eta: 0:14:31 time: 0.0553 data_time: 0.0196 memory: 730 2023/07/07 20:24:00 - mmengine - INFO - Epoch(val) [3][ 260/12617] eta: 0:14:27 time: 0.0676 data_time: 0.0302 memory: 730 2023/07/07 20:24:01 - mmengine - INFO - Epoch(val) [3][ 280/12617] eta: 0:14:19 time: 0.0630 data_time: 0.0248 memory: 730 2023/07/07 20:24:03 - mmengine - INFO - Epoch(val) [3][ 300/12617] eta: 0:14:17 time: 0.0685 data_time: 0.0310 memory: 730 2023/07/07 20:24:04 - mmengine - INFO - Epoch(val) [3][ 320/12617] eta: 0:14:12 time: 0.0659 data_time: 0.0264 memory: 730 2023/07/07 20:24:05 - mmengine - INFO - Epoch(val) [3][ 340/12617] eta: 0:14:13 time: 0.0716 data_time: 0.0338 memory: 730 2023/07/07 20:24:07 - mmengine - INFO - Epoch(val) [3][ 360/12617] eta: 0:14:09 time: 0.0670 data_time: 0.0306 memory: 730 2023/07/07 20:24:08 - mmengine - INFO - Epoch(val) [3][ 380/12617] eta: 0:14:14 time: 0.0778 data_time: 0.0396 memory: 730 2023/07/07 20:24:09 - mmengine - INFO - Epoch(val) [3][ 400/12617] eta: 0:14:07 time: 0.0619 data_time: 0.0250 memory: 730 2023/07/07 20:24:11 - mmengine - INFO - Epoch(val) [3][ 420/12617] eta: 0:14:11 time: 0.0773 data_time: 0.0397 memory: 730 2023/07/07 20:24:12 - mmengine - INFO - Epoch(val) [3][ 440/12617] eta: 0:14:10 time: 0.0722 data_time: 0.0325 memory: 730 2023/07/07 20:24:14 - mmengine - INFO - Epoch(val) [3][ 460/12617] eta: 0:14:11 time: 0.0737 data_time: 0.0334 memory: 730 2023/07/07 20:24:15 - mmengine - INFO - Epoch(val) [3][ 480/12617] eta: 0:14:09 time: 0.0697 data_time: 0.0309 memory: 730 2023/07/07 20:24:17 - mmengine - INFO - Epoch(val) [3][ 500/12617] eta: 0:14:13 time: 0.0797 data_time: 0.0424 memory: 730 2023/07/07 20:24:18 - mmengine - INFO - Epoch(val) [3][ 520/12617] eta: 0:14:06 time: 0.0597 data_time: 0.0214 memory: 730 2023/07/07 20:24:20 - mmengine - INFO - Epoch(val) [3][ 540/12617] eta: 0:14:06 time: 0.0722 data_time: 0.0335 memory: 730 2023/07/07 20:24:21 - mmengine - INFO - Epoch(val) [3][ 560/12617] eta: 0:13:58 time: 0.0553 data_time: 0.0175 memory: 730 2023/07/07 20:24:22 - mmengine - INFO - Epoch(val) [3][ 580/12617] eta: 0:13:57 time: 0.0692 data_time: 0.0308 memory: 730 2023/07/07 20:24:23 - mmengine - INFO - Epoch(val) [3][ 600/12617] eta: 0:13:54 time: 0.0656 data_time: 0.0287 memory: 730 2023/07/07 20:24:25 - mmengine - INFO - Epoch(val) [3][ 620/12617] eta: 0:13:51 time: 0.0657 data_time: 0.0264 memory: 730 2023/07/07 20:24:26 - mmengine - INFO - Epoch(val) [3][ 640/12617] eta: 0:13:47 time: 0.0640 data_time: 0.0272 memory: 730 2023/07/07 20:24:27 - mmengine - INFO - Epoch(val) [3][ 660/12617] eta: 0:13:44 time: 0.0630 data_time: 0.0270 memory: 730 2023/07/07 20:24:29 - mmengine - INFO - Epoch(val) [3][ 680/12617] eta: 0:13:49 time: 0.0868 data_time: 0.0467 memory: 730 2023/07/07 20:24:31 - mmengine - INFO - Epoch(val) [3][ 700/12617] eta: 0:13:56 time: 0.0961 data_time: 0.0588 memory: 730 2023/07/07 20:24:33 - mmengine - INFO - Epoch(val) [3][ 720/12617] eta: 0:13:58 time: 0.0779 data_time: 0.0389 memory: 730 2023/07/07 20:24:34 - mmengine - INFO - Epoch(val) [3][ 740/12617] eta: 0:13:56 time: 0.0710 data_time: 0.0331 memory: 730 2023/07/07 20:24:36 - mmengine - INFO - Epoch(val) [3][ 760/12617] eta: 0:13:59 time: 0.0825 data_time: 0.0464 memory: 730 2023/07/07 20:24:37 - mmengine - INFO - Epoch(val) [3][ 780/12617] eta: 0:13:59 time: 0.0770 data_time: 0.0391 memory: 730 2023/07/07 20:24:39 - mmengine - INFO - Epoch(val) [3][ 800/12617] eta: 0:14:00 time: 0.0782 data_time: 0.0413 memory: 730 2023/07/07 20:24:40 - mmengine - INFO - Epoch(val) [3][ 820/12617] eta: 0:13:57 time: 0.0652 data_time: 0.0278 memory: 730 2023/07/07 20:24:41 - mmengine - INFO - Epoch(val) [3][ 840/12617] eta: 0:13:56 time: 0.0741 data_time: 0.0362 memory: 730 2023/07/07 20:24:43 - mmengine - INFO - Epoch(val) [3][ 860/12617] eta: 0:13:52 time: 0.0599 data_time: 0.0219 memory: 730 2023/07/07 20:24:45 - mmengine - INFO - Epoch(val) [3][ 880/12617] eta: 0:13:58 time: 0.0999 data_time: 0.0598 memory: 730 2023/07/07 20:24:46 - mmengine - INFO - Epoch(val) [3][ 900/12617] eta: 0:13:56 time: 0.0687 data_time: 0.0315 memory: 730 2023/07/07 20:24:48 - mmengine - INFO - Epoch(val) [3][ 920/12617] eta: 0:13:55 time: 0.0736 data_time: 0.0344 memory: 730 2023/07/07 20:24:49 - mmengine - INFO - Epoch(val) [3][ 940/12617] eta: 0:13:50 time: 0.0577 data_time: 0.0218 memory: 730 2023/07/07 20:24:50 - mmengine - INFO - Epoch(val) [3][ 960/12617] eta: 0:13:50 time: 0.0761 data_time: 0.0385 memory: 730 2023/07/07 20:24:52 - mmengine - INFO - Epoch(val) [3][ 980/12617] eta: 0:13:49 time: 0.0738 data_time: 0.0354 memory: 730 2023/07/07 20:24:53 - mmengine - INFO - Epoch(val) [3][ 1000/12617] eta: 0:13:50 time: 0.0814 data_time: 0.0442 memory: 730 2023/07/07 20:24:55 - mmengine - INFO - Epoch(val) [3][ 1020/12617] eta: 0:13:45 time: 0.0567 data_time: 0.0191 memory: 730 2023/07/07 20:24:56 - mmengine - INFO - Epoch(val) [3][ 1040/12617] eta: 0:13:43 time: 0.0666 data_time: 0.0280 memory: 730 2023/07/07 20:24:57 - mmengine - INFO - Epoch(val) [3][ 1060/12617] eta: 0:13:39 time: 0.0594 data_time: 0.0219 memory: 730 2023/07/07 20:24:59 - mmengine - INFO - Epoch(val) [3][ 1080/12617] eta: 0:13:40 time: 0.0836 data_time: 0.0452 memory: 730 2023/07/07 20:25:00 - mmengine - INFO - Epoch(val) [3][ 1100/12617] eta: 0:13:37 time: 0.0644 data_time: 0.0259 memory: 730 2023/07/07 20:25:02 - mmengine - INFO - Epoch(val) [3][ 1120/12617] eta: 0:13:39 time: 0.0845 data_time: 0.0458 memory: 730 2023/07/07 20:25:03 - mmengine - INFO - Epoch(val) [3][ 1140/12617] eta: 0:13:36 time: 0.0665 data_time: 0.0278 memory: 730 2023/07/07 20:25:05 - mmengine - INFO - Epoch(val) [3][ 1160/12617] eta: 0:13:35 time: 0.0732 data_time: 0.0361 memory: 730 2023/07/07 20:25:06 - mmengine - INFO - Epoch(val) [3][ 1180/12617] eta: 0:13:33 time: 0.0673 data_time: 0.0294 memory: 730 2023/07/07 20:25:07 - mmengine - INFO - Epoch(val) [3][ 1200/12617] eta: 0:13:33 time: 0.0794 data_time: 0.0395 memory: 730 2023/07/07 20:25:09 - mmengine - INFO - Epoch(val) [3][ 1220/12617] eta: 0:13:31 time: 0.0686 data_time: 0.0319 memory: 730 2023/07/07 20:25:10 - mmengine - INFO - Epoch(val) [3][ 1240/12617] eta: 0:13:29 time: 0.0672 data_time: 0.0307 memory: 730 2023/07/07 20:25:12 - mmengine - INFO - Epoch(val) [3][ 1260/12617] eta: 0:13:27 time: 0.0691 data_time: 0.0298 memory: 730 2023/07/07 20:25:13 - mmengine - INFO - Epoch(val) [3][ 1280/12617] eta: 0:13:26 time: 0.0727 data_time: 0.0352 memory: 730 2023/07/07 20:25:15 - mmengine - INFO - Epoch(val) [3][ 1300/12617] eta: 0:13:27 time: 0.0820 data_time: 0.0444 memory: 730 2023/07/07 20:25:16 - mmengine - INFO - Epoch(val) [3][ 1320/12617] eta: 0:13:24 time: 0.0625 data_time: 0.0247 memory: 730 2023/07/07 20:25:17 - mmengine - INFO - Epoch(val) [3][ 1340/12617] eta: 0:13:21 time: 0.0659 data_time: 0.0276 memory: 730 2023/07/07 20:25:19 - mmengine - INFO - Epoch(val) [3][ 1360/12617] eta: 0:13:19 time: 0.0646 data_time: 0.0272 memory: 730 2023/07/07 20:25:20 - mmengine - INFO - Epoch(val) [3][ 1380/12617] eta: 0:13:19 time: 0.0769 data_time: 0.0379 memory: 730 2023/07/07 20:25:21 - mmengine - INFO - Epoch(val) [3][ 1400/12617] eta: 0:13:15 time: 0.0602 data_time: 0.0218 memory: 730 2023/07/07 20:25:23 - mmengine - INFO - Epoch(val) [3][ 1420/12617] eta: 0:13:14 time: 0.0731 data_time: 0.0356 memory: 730 2023/07/07 20:25:24 - mmengine - INFO - Epoch(val) [3][ 1440/12617] eta: 0:13:12 time: 0.0644 data_time: 0.0264 memory: 730 2023/07/07 20:25:26 - mmengine - INFO - Epoch(val) [3][ 1460/12617] eta: 0:13:11 time: 0.0736 data_time: 0.0365 memory: 730 2023/07/07 20:25:27 - mmengine - INFO - Epoch(val) [3][ 1480/12617] eta: 0:13:08 time: 0.0602 data_time: 0.0213 memory: 730 2023/07/07 20:25:28 - mmengine - INFO - Epoch(val) [3][ 1500/12617] eta: 0:13:07 time: 0.0724 data_time: 0.0355 memory: 730 2023/07/07 20:25:30 - mmengine - INFO - Epoch(val) [3][ 1520/12617] eta: 0:13:05 time: 0.0673 data_time: 0.0298 memory: 730 2023/07/07 20:25:31 - mmengine - INFO - Epoch(val) [3][ 1540/12617] eta: 0:13:05 time: 0.0811 data_time: 0.0439 memory: 730 2023/07/07 20:25:33 - mmengine - INFO - Epoch(val) [3][ 1560/12617] eta: 0:13:03 time: 0.0678 data_time: 0.0283 memory: 730 2023/07/07 20:25:34 - mmengine - INFO - Epoch(val) [3][ 1580/12617] eta: 0:13:02 time: 0.0727 data_time: 0.0353 memory: 730 2023/07/07 20:25:35 - mmengine - INFO - Epoch(val) [3][ 1600/12617] eta: 0:12:59 time: 0.0641 data_time: 0.0262 memory: 730 2023/07/07 20:25:37 - mmengine - INFO - Epoch(val) [3][ 1620/12617] eta: 0:12:59 time: 0.0794 data_time: 0.0423 memory: 730 2023/07/07 20:25:38 - mmengine - INFO - Epoch(val) [3][ 1640/12617] eta: 0:12:58 time: 0.0739 data_time: 0.0377 memory: 730 2023/07/07 20:25:40 - mmengine - INFO - Epoch(val) [3][ 1660/12617] eta: 0:12:55 time: 0.0573 data_time: 0.0196 memory: 730 2023/07/07 20:25:41 - mmengine - INFO - Epoch(val) [3][ 1680/12617] eta: 0:12:55 time: 0.0851 data_time: 0.0468 memory: 730 2023/07/07 20:25:43 - mmengine - INFO - Epoch(val) [3][ 1700/12617] eta: 0:12:53 time: 0.0672 data_time: 0.0284 memory: 730 2023/07/07 20:25:44 - mmengine - INFO - Epoch(val) [3][ 1720/12617] eta: 0:12:52 time: 0.0669 data_time: 0.0287 memory: 730 2023/07/07 20:25:45 - mmengine - INFO - Epoch(val) [3][ 1740/12617] eta: 0:12:49 time: 0.0652 data_time: 0.0249 memory: 730 2023/07/07 20:25:47 - mmengine - INFO - Epoch(val) [3][ 1760/12617] eta: 0:12:48 time: 0.0718 data_time: 0.0344 memory: 730 2023/07/07 20:25:48 - mmengine - INFO - Epoch(val) [3][ 1780/12617] eta: 0:12:46 time: 0.0661 data_time: 0.0291 memory: 730 2023/07/07 20:25:49 - mmengine - INFO - Epoch(val) [3][ 1800/12617] eta: 0:12:45 time: 0.0710 data_time: 0.0338 memory: 730 2023/07/07 20:25:51 - mmengine - INFO - Epoch(val) [3][ 1820/12617] eta: 0:12:42 time: 0.0629 data_time: 0.0244 memory: 730 2023/07/07 20:25:52 - mmengine - INFO - Epoch(val) [3][ 1840/12617] eta: 0:12:41 time: 0.0699 data_time: 0.0313 memory: 730 2023/07/07 20:25:54 - mmengine - INFO - Epoch(val) [3][ 1860/12617] eta: 0:12:40 time: 0.0773 data_time: 0.0400 memory: 730 2023/07/07 20:25:55 - mmengine - INFO - Epoch(val) [3][ 1880/12617] eta: 0:12:40 time: 0.0772 data_time: 0.0384 memory: 730 2023/07/07 20:25:57 - mmengine - INFO - Epoch(val) [3][ 1900/12617] eta: 0:12:38 time: 0.0675 data_time: 0.0293 memory: 730 2023/07/07 20:25:58 - mmengine - INFO - Epoch(val) [3][ 1920/12617] eta: 0:12:38 time: 0.0845 data_time: 0.0451 memory: 730 2023/07/07 20:26:00 - mmengine - INFO - Epoch(val) [3][ 1940/12617] eta: 0:12:37 time: 0.0713 data_time: 0.0308 memory: 730 2023/07/07 20:26:01 - mmengine - INFO - Epoch(val) [3][ 1960/12617] eta: 0:12:35 time: 0.0700 data_time: 0.0328 memory: 730 2023/07/07 20:26:02 - mmengine - INFO - Epoch(val) [3][ 1980/12617] eta: 0:12:33 time: 0.0693 data_time: 0.0292 memory: 730 2023/07/07 20:26:04 - mmengine - INFO - Epoch(val) [3][ 2000/12617] eta: 0:12:33 time: 0.0776 data_time: 0.0405 memory: 730 2023/07/07 20:26:05 - mmengine - INFO - Epoch(val) [3][ 2020/12617] eta: 0:12:31 time: 0.0693 data_time: 0.0283 memory: 730 2023/07/07 20:26:07 - mmengine - INFO - Epoch(val) [3][ 2040/12617] eta: 0:12:30 time: 0.0726 data_time: 0.0341 memory: 730 2023/07/07 20:26:08 - mmengine - INFO - Epoch(val) [3][ 2060/12617] eta: 0:12:28 time: 0.0645 data_time: 0.0246 memory: 730 2023/07/07 20:26:10 - mmengine - INFO - Epoch(val) [3][ 2080/12617] eta: 0:12:27 time: 0.0720 data_time: 0.0352 memory: 730 2023/07/07 20:26:11 - mmengine - INFO - Epoch(val) [3][ 2100/12617] eta: 0:12:25 time: 0.0689 data_time: 0.0317 memory: 730 2023/07/07 20:26:13 - mmengine - INFO - Epoch(val) [3][ 2120/12617] eta: 0:12:24 time: 0.0772 data_time: 0.0395 memory: 730 2023/07/07 20:26:14 - mmengine - INFO - Epoch(val) [3][ 2140/12617] eta: 0:12:22 time: 0.0629 data_time: 0.0254 memory: 730 2023/07/07 20:26:15 - mmengine - INFO - Epoch(val) [3][ 2160/12617] eta: 0:12:20 time: 0.0706 data_time: 0.0336 memory: 730 2023/07/07 20:26:16 - mmengine - INFO - Epoch(val) [3][ 2180/12617] eta: 0:12:18 time: 0.0566 data_time: 0.0185 memory: 730 2023/07/07 20:26:18 - mmengine - INFO - Epoch(val) [3][ 2200/12617] eta: 0:12:16 time: 0.0698 data_time: 0.0311 memory: 730 2023/07/07 20:26:19 - mmengine - INFO - Epoch(val) [3][ 2220/12617] eta: 0:12:14 time: 0.0600 data_time: 0.0229 memory: 730 2023/07/07 20:26:21 - mmengine - INFO - Epoch(val) [3][ 2240/12617] eta: 0:12:13 time: 0.0785 data_time: 0.0405 memory: 730 2023/07/07 20:26:22 - mmengine - INFO - Epoch(val) [3][ 2260/12617] eta: 0:12:11 time: 0.0668 data_time: 0.0292 memory: 730 2023/07/07 20:26:23 - mmengine - INFO - Epoch(val) [3][ 2280/12617] eta: 0:12:11 time: 0.0790 data_time: 0.0410 memory: 730 2023/07/07 20:26:25 - mmengine - INFO - Epoch(val) [3][ 2300/12617] eta: 0:12:09 time: 0.0633 data_time: 0.0242 memory: 730 2023/07/07 20:26:26 - mmengine - INFO - Epoch(val) [3][ 2320/12617] eta: 0:12:08 time: 0.0802 data_time: 0.0424 memory: 730 2023/07/07 20:26:28 - 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INFO - Epoch(val) [3][ 2500/12617] eta: 0:11:53 time: 0.0650 data_time: 0.0292 memory: 730 2023/07/07 20:26:40 - mmengine - INFO - Epoch(val) [3][ 2520/12617] eta: 0:11:52 time: 0.0791 data_time: 0.0426 memory: 730 2023/07/07 20:26:41 - mmengine - INFO - Epoch(val) [3][ 2540/12617] eta: 0:11:50 time: 0.0651 data_time: 0.0270 memory: 730 2023/07/07 20:26:43 - mmengine - INFO - Epoch(val) [3][ 2560/12617] eta: 0:11:49 time: 0.0797 data_time: 0.0412 memory: 730 2023/07/07 20:26:44 - mmengine - INFO - Epoch(val) [3][ 2580/12617] eta: 0:11:47 time: 0.0600 data_time: 0.0233 memory: 730 2023/07/07 20:26:46 - mmengine - INFO - Epoch(val) [3][ 2600/12617] eta: 0:11:46 time: 0.0768 data_time: 0.0394 memory: 730 2023/07/07 20:26:47 - mmengine - INFO - Epoch(val) [3][ 2620/12617] eta: 0:11:44 time: 0.0628 data_time: 0.0230 memory: 730 2023/07/07 20:26:49 - mmengine - INFO - Epoch(val) [3][ 2640/12617] eta: 0:11:44 time: 0.0817 data_time: 0.0449 memory: 730 2023/07/07 20:26:50 - mmengine - INFO - Epoch(val) [3][ 2660/12617] eta: 0:11:42 time: 0.0640 data_time: 0.0267 memory: 730 2023/07/07 20:26:52 - mmengine - INFO - Epoch(val) [3][ 2680/12617] eta: 0:11:41 time: 0.0838 data_time: 0.0459 memory: 730 2023/07/07 20:26:53 - mmengine - INFO - Epoch(val) [3][ 2700/12617] eta: 0:11:40 time: 0.0661 data_time: 0.0286 memory: 730 2023/07/07 20:26:54 - mmengine - INFO - Epoch(val) [3][ 2720/12617] eta: 0:11:38 time: 0.0705 data_time: 0.0342 memory: 730 2023/07/07 20:26:56 - mmengine - INFO - Epoch(val) [3][ 2740/12617] eta: 0:11:37 time: 0.0665 data_time: 0.0294 memory: 730 2023/07/07 20:26:57 - mmengine - INFO - Epoch(val) [3][ 2760/12617] eta: 0:11:36 time: 0.0758 data_time: 0.0391 memory: 730 2023/07/07 20:26:59 - mmengine - INFO - Epoch(val) [3][ 2780/12617] eta: 0:11:34 time: 0.0700 data_time: 0.0339 memory: 730 2023/07/07 20:27:00 - mmengine - INFO - Epoch(val) [3][ 2800/12617] eta: 0:11:33 time: 0.0704 data_time: 0.0342 memory: 730 2023/07/07 20:27:01 - mmengine - INFO - Epoch(val) [3][ 2820/12617] eta: 0:11:30 time: 0.0599 data_time: 0.0217 memory: 730 2023/07/07 20:27:03 - mmengine - INFO - Epoch(val) [3][ 2840/12617] eta: 0:11:29 time: 0.0735 data_time: 0.0369 memory: 730 2023/07/07 20:27:04 - mmengine - INFO - Epoch(val) [3][ 2860/12617] eta: 0:11:29 time: 0.0840 data_time: 0.0462 memory: 730 2023/07/07 20:27:07 - mmengine - INFO - Epoch(val) [3][ 2880/12617] eta: 0:11:30 time: 0.1129 data_time: 0.0738 memory: 730 2023/07/07 20:27:08 - mmengine - INFO - Epoch(val) [3][ 2900/12617] eta: 0:11:30 time: 0.0850 data_time: 0.0491 memory: 730 2023/07/07 20:27:10 - mmengine - INFO - Epoch(val) [3][ 2920/12617] eta: 0:11:28 time: 0.0715 data_time: 0.0347 memory: 730 2023/07/07 20:27:11 - mmengine - INFO - Epoch(val) [3][ 2940/12617] eta: 0:11:27 time: 0.0644 data_time: 0.0265 memory: 730 2023/07/07 20:27:13 - mmengine - INFO - Epoch(val) [3][ 2960/12617] eta: 0:11:25 time: 0.0707 data_time: 0.0339 memory: 730 2023/07/07 20:27:14 - mmengine - INFO - Epoch(val) [3][ 2980/12617] eta: 0:11:24 time: 0.0753 data_time: 0.0377 memory: 730 2023/07/07 20:27:16 - mmengine - INFO - Epoch(val) [3][ 3000/12617] eta: 0:11:23 time: 0.0817 data_time: 0.0445 memory: 730 2023/07/07 20:27:17 - mmengine - INFO - Epoch(val) [3][ 3020/12617] eta: 0:11:22 time: 0.0685 data_time: 0.0316 memory: 730 2023/07/07 20:27:19 - mmengine - INFO - Epoch(val) [3][ 3040/12617] eta: 0:11:20 time: 0.0741 data_time: 0.0351 memory: 730 2023/07/07 20:27:20 - mmengine - INFO - Epoch(val) [3][ 3060/12617] eta: 0:11:19 time: 0.0639 data_time: 0.0278 memory: 730 2023/07/07 20:27:21 - mmengine - INFO - Epoch(val) [3][ 3080/12617] eta: 0:11:17 time: 0.0679 data_time: 0.0311 memory: 730 2023/07/07 20:27:22 - mmengine - INFO - Epoch(val) [3][ 3100/12617] eta: 0:11:15 time: 0.0652 data_time: 0.0273 memory: 730 2023/07/07 20:27:24 - mmengine - INFO - Epoch(val) [3][ 3120/12617] eta: 0:11:14 time: 0.0768 data_time: 0.0403 memory: 730 2023/07/07 20:27:25 - mmengine - INFO - Epoch(val) [3][ 3140/12617] eta: 0:11:12 time: 0.0685 data_time: 0.0323 memory: 730 2023/07/07 20:27:27 - mmengine - INFO - Epoch(val) [3][ 3160/12617] eta: 0:11:11 time: 0.0709 data_time: 0.0348 memory: 730 2023/07/07 20:27:28 - mmengine - INFO - Epoch(val) [3][ 3180/12617] eta: 0:11:09 time: 0.0652 data_time: 0.0292 memory: 730 2023/07/07 20:27:29 - mmengine - INFO - Epoch(val) [3][ 3200/12617] eta: 0:11:07 time: 0.0613 data_time: 0.0244 memory: 730 2023/07/07 20:27:31 - mmengine - INFO - Epoch(val) [3][ 3220/12617] eta: 0:11:06 time: 0.0675 data_time: 0.0294 memory: 730 2023/07/07 20:27:32 - mmengine - INFO - Epoch(val) [3][ 3240/12617] eta: 0:11:04 time: 0.0737 data_time: 0.0361 memory: 730 2023/07/07 20:27:33 - mmengine - INFO - Epoch(val) [3][ 3260/12617] eta: 0:11:02 time: 0.0618 data_time: 0.0259 memory: 730 2023/07/07 20:27:35 - mmengine - INFO - Epoch(val) [3][ 3280/12617] eta: 0:11:02 time: 0.0839 data_time: 0.0452 memory: 730 2023/07/07 20:27:36 - mmengine - INFO - Epoch(val) [3][ 3300/12617] eta: 0:11:00 time: 0.0623 data_time: 0.0243 memory: 730 2023/07/07 20:27:38 - mmengine - INFO - Epoch(val) [3][ 3320/12617] eta: 0:10:58 time: 0.0660 data_time: 0.0287 memory: 730 2023/07/07 20:27:39 - mmengine - INFO - Epoch(val) [3][ 3340/12617] eta: 0:10:57 time: 0.0694 data_time: 0.0330 memory: 730 2023/07/07 20:27:41 - mmengine - INFO - Epoch(val) [3][ 3360/12617] eta: 0:10:56 time: 0.0780 data_time: 0.0422 memory: 730 2023/07/07 20:27:42 - mmengine - INFO - Epoch(val) [3][ 3380/12617] eta: 0:10:54 time: 0.0689 data_time: 0.0324 memory: 730 2023/07/07 20:27:43 - mmengine - INFO - Epoch(val) [3][ 3400/12617] eta: 0:10:53 time: 0.0718 data_time: 0.0348 memory: 730 2023/07/07 20:27:45 - mmengine - INFO - Epoch(val) [3][ 3420/12617] eta: 0:10:51 time: 0.0636 data_time: 0.0264 memory: 730 2023/07/07 20:27:46 - mmengine - INFO - Epoch(val) [3][ 3440/12617] eta: 0:10:50 time: 0.0722 data_time: 0.0339 memory: 730 2023/07/07 20:27:48 - mmengine - INFO - Epoch(val) [3][ 3460/12617] eta: 0:10:48 time: 0.0691 data_time: 0.0299 memory: 730 2023/07/07 20:27:49 - mmengine - INFO - Epoch(val) [3][ 3480/12617] eta: 0:10:47 time: 0.0671 data_time: 0.0311 memory: 730 2023/07/07 20:27:51 - mmengine - INFO - Epoch(val) [3][ 3500/12617] eta: 0:10:46 time: 0.0817 data_time: 0.0438 memory: 730 2023/07/07 20:27:52 - mmengine - INFO - Epoch(val) [3][ 3520/12617] eta: 0:10:45 time: 0.0774 data_time: 0.0407 memory: 730 2023/07/07 20:27:54 - mmengine - INFO - Epoch(val) [3][ 3540/12617] eta: 0:10:43 time: 0.0764 data_time: 0.0395 memory: 730 2023/07/07 20:27:55 - mmengine - INFO - Epoch(val) [3][ 3560/12617] eta: 0:10:41 time: 0.0584 data_time: 0.0215 memory: 730 2023/07/07 20:27:56 - mmengine - INFO - Epoch(val) [3][ 3580/12617] eta: 0:10:40 time: 0.0706 data_time: 0.0334 memory: 730 2023/07/07 20:27:58 - mmengine - INFO - Epoch(val) [3][ 3600/12617] eta: 0:10:38 time: 0.0661 data_time: 0.0280 memory: 730 2023/07/07 20:27:59 - mmengine - INFO - Epoch(val) [3][ 3620/12617] eta: 0:10:37 time: 0.0789 data_time: 0.0415 memory: 730 2023/07/07 20:28:01 - mmengine - INFO - Epoch(val) [3][ 3640/12617] eta: 0:10:36 time: 0.0700 data_time: 0.0329 memory: 730 2023/07/07 20:28:02 - mmengine - INFO - Epoch(val) [3][ 3660/12617] eta: 0:10:35 time: 0.0797 data_time: 0.0407 memory: 730 2023/07/07 20:28:04 - mmengine - INFO - Epoch(val) [3][ 3680/12617] eta: 0:10:33 time: 0.0665 data_time: 0.0307 memory: 730 2023/07/07 20:28:05 - mmengine - INFO - Epoch(val) [3][ 3700/12617] eta: 0:10:32 time: 0.0734 data_time: 0.0370 memory: 730 2023/07/07 20:28:07 - mmengine - INFO - Epoch(val) [3][ 3720/12617] eta: 0:10:31 time: 0.0811 data_time: 0.0445 memory: 730 2023/07/07 20:28:08 - mmengine - INFO - Epoch(val) [3][ 3740/12617] eta: 0:10:30 time: 0.0746 data_time: 0.0387 memory: 730 2023/07/07 20:28:10 - mmengine - INFO - Epoch(val) [3][ 3760/12617] eta: 0:10:29 time: 0.0769 data_time: 0.0407 memory: 730 2023/07/07 20:28:11 - mmengine - INFO - Epoch(val) [3][ 3780/12617] eta: 0:10:27 time: 0.0612 data_time: 0.0214 memory: 730 2023/07/07 20:28:12 - mmengine - INFO - Epoch(val) [3][ 3800/12617] eta: 0:10:25 time: 0.0711 data_time: 0.0342 memory: 730 2023/07/07 20:28:14 - mmengine - INFO - Epoch(val) [3][ 3820/12617] eta: 0:10:24 time: 0.0653 data_time: 0.0276 memory: 730 2023/07/07 20:28:15 - mmengine - INFO - Epoch(val) [3][ 3840/12617] eta: 0:10:23 time: 0.0783 data_time: 0.0402 memory: 730 2023/07/07 20:28:16 - mmengine - INFO - Epoch(val) [3][ 3860/12617] eta: 0:10:21 time: 0.0618 data_time: 0.0254 memory: 730 2023/07/07 20:28:18 - mmengine - INFO - Epoch(val) [3][ 3880/12617] eta: 0:10:20 time: 0.0758 data_time: 0.0380 memory: 730 2023/07/07 20:28:19 - mmengine - INFO - Epoch(val) [3][ 3900/12617] eta: 0:10:18 time: 0.0689 data_time: 0.0303 memory: 730 2023/07/07 20:28:21 - mmengine - INFO - Epoch(val) [3][ 3920/12617] eta: 0:10:17 time: 0.0807 data_time: 0.0437 memory: 730 2023/07/07 20:28:23 - mmengine - INFO - Epoch(val) [3][ 3940/12617] eta: 0:10:16 time: 0.0858 data_time: 0.0496 memory: 730 2023/07/07 20:28:25 - mmengine - INFO - Epoch(val) [3][ 3960/12617] eta: 0:10:16 time: 0.1005 data_time: 0.0621 memory: 730 2023/07/07 20:28:26 - mmengine - INFO - Epoch(val) [3][ 3980/12617] eta: 0:10:15 time: 0.0849 data_time: 0.0486 memory: 730 2023/07/07 20:28:28 - mmengine - INFO - Epoch(val) [3][ 4000/12617] eta: 0:10:14 time: 0.0798 data_time: 0.0422 memory: 730 2023/07/07 20:28:29 - mmengine - INFO - Epoch(val) [3][ 4020/12617] eta: 0:10:12 time: 0.0579 data_time: 0.0211 memory: 730 2023/07/07 20:28:31 - mmengine - INFO - Epoch(val) [3][ 4040/12617] eta: 0:10:11 time: 0.0733 data_time: 0.0364 memory: 730 2023/07/07 20:28:32 - mmengine - INFO - Epoch(val) [3][ 4060/12617] eta: 0:10:09 time: 0.0602 data_time: 0.0236 memory: 730 2023/07/07 20:28:34 - mmengine - INFO - Epoch(val) [3][ 4080/12617] eta: 0:10:08 time: 0.0894 data_time: 0.0523 memory: 730 2023/07/07 20:28:35 - mmengine - INFO - Epoch(val) [3][ 4100/12617] eta: 0:10:06 time: 0.0618 data_time: 0.0242 memory: 730 2023/07/07 20:28:36 - mmengine - INFO - Epoch(val) [3][ 4120/12617] eta: 0:10:05 time: 0.0799 data_time: 0.0432 memory: 730 2023/07/07 20:28:38 - mmengine - INFO - Epoch(val) [3][ 4140/12617] eta: 0:10:04 time: 0.0659 data_time: 0.0298 memory: 730 2023/07/07 20:28:39 - mmengine - INFO - Epoch(val) [3][ 4160/12617] eta: 0:10:03 time: 0.0824 data_time: 0.0446 memory: 730 2023/07/07 20:28:41 - mmengine - INFO - Epoch(val) [3][ 4180/12617] eta: 0:10:01 time: 0.0664 data_time: 0.0292 memory: 730 2023/07/07 20:28:42 - mmengine - 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mmengine - INFO - Epoch(val) [3][ 5060/12617] eta: 0:09:28 time: 0.0776 data_time: 0.0390 memory: 730 2023/07/07 20:30:05 - mmengine - INFO - Epoch(val) [3][ 5080/12617] eta: 0:09:26 time: 0.0834 data_time: 0.0456 memory: 730 2023/07/07 20:30:07 - mmengine - INFO - Epoch(val) [3][ 5100/12617] eta: 0:09:25 time: 0.0739 data_time: 0.0368 memory: 730 2023/07/07 20:30:08 - mmengine - INFO - Epoch(val) [3][ 5120/12617] eta: 0:09:24 time: 0.0807 data_time: 0.0444 memory: 730 2023/07/07 20:30:10 - mmengine - INFO - Epoch(val) [3][ 5140/12617] eta: 0:09:22 time: 0.0679 data_time: 0.0308 memory: 730 2023/07/07 20:30:11 - mmengine - INFO - Epoch(val) [3][ 5160/12617] eta: 0:09:21 time: 0.0906 data_time: 0.0532 memory: 730 2023/07/07 20:30:13 - mmengine - INFO - Epoch(val) [3][ 5180/12617] eta: 0:09:19 time: 0.0806 data_time: 0.0451 memory: 730 2023/07/07 20:30:15 - mmengine - INFO - Epoch(val) [3][ 5200/12617] eta: 0:09:19 time: 0.1120 data_time: 0.0754 memory: 730 2023/07/07 20:30:16 - mmengine - 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mmengine - INFO - Epoch(val) [3][ 5740/12617] eta: 0:08:40 time: 0.0707 data_time: 0.0347 memory: 730 2023/07/07 20:31:00 - mmengine - INFO - Epoch(val) [3][ 5760/12617] eta: 0:08:39 time: 0.0857 data_time: 0.0499 memory: 730 2023/07/07 20:31:01 - mmengine - INFO - Epoch(val) [3][ 5780/12617] eta: 0:08:37 time: 0.0654 data_time: 0.0290 memory: 730 2023/07/07 20:31:03 - mmengine - INFO - Epoch(val) [3][ 5800/12617] eta: 0:08:36 time: 0.0864 data_time: 0.0497 memory: 730 2023/07/07 20:31:04 - mmengine - INFO - Epoch(val) [3][ 5820/12617] eta: 0:08:35 time: 0.0816 data_time: 0.0458 memory: 730 2023/07/07 20:31:06 - mmengine - INFO - Epoch(val) [3][ 5840/12617] eta: 0:08:34 time: 0.0983 data_time: 0.0623 memory: 730 2023/07/07 20:31:08 - mmengine - INFO - Epoch(val) [3][ 5860/12617] eta: 0:08:32 time: 0.0747 data_time: 0.0394 memory: 730 2023/07/07 20:31:09 - mmengine - INFO - Epoch(val) [3][ 5880/12617] eta: 0:08:31 time: 0.0807 data_time: 0.0425 memory: 730 2023/07/07 20:31:11 - mmengine - 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mmengine - INFO - Epoch(val) [3][ 8120/12617] eta: 0:05:55 time: 0.0755 data_time: 0.0390 memory: 730 2023/07/07 20:34:26 - mmengine - INFO - Epoch(val) [3][ 8140/12617] eta: 0:05:53 time: 0.0779 data_time: 0.0407 memory: 730 2023/07/07 20:34:28 - mmengine - INFO - Epoch(val) [3][ 8160/12617] eta: 0:05:51 time: 0.0727 data_time: 0.0352 memory: 730 2023/07/07 20:34:29 - mmengine - INFO - Epoch(val) [3][ 8180/12617] eta: 0:05:50 time: 0.0693 data_time: 0.0322 memory: 730 2023/07/07 20:34:31 - mmengine - INFO - Epoch(val) [3][ 8200/12617] eta: 0:05:48 time: 0.0618 data_time: 0.0246 memory: 730 2023/07/07 20:34:32 - mmengine - INFO - Epoch(val) [3][ 8220/12617] eta: 0:05:46 time: 0.0646 data_time: 0.0278 memory: 730 2023/07/07 20:34:34 - mmengine - INFO - Epoch(val) [3][ 8240/12617] eta: 0:05:45 time: 0.0867 data_time: 0.0482 memory: 730 2023/07/07 20:34:36 - mmengine - INFO - Epoch(val) [3][ 8260/12617] eta: 0:05:43 time: 0.0981 data_time: 0.0614 memory: 730 2023/07/07 20:34:37 - mmengine - 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INFO - Epoch(val) [3][ 8620/12617] eta: 0:05:15 time: 0.0827 data_time: 0.0473 memory: 730 2023/07/07 20:35:07 - mmengine - INFO - Epoch(val) [3][ 8640/12617] eta: 0:05:14 time: 0.0903 data_time: 0.0557 memory: 730 2023/07/07 20:35:08 - mmengine - INFO - Epoch(val) [3][ 8660/12617] eta: 0:05:12 time: 0.0749 data_time: 0.0395 memory: 730 2023/07/07 20:35:10 - mmengine - INFO - Epoch(val) [3][ 8680/12617] eta: 0:05:11 time: 0.0730 data_time: 0.0359 memory: 730 2023/07/07 20:35:11 - mmengine - INFO - Epoch(val) [3][ 8700/12617] eta: 0:05:09 time: 0.0655 data_time: 0.0300 memory: 730 2023/07/07 20:35:13 - mmengine - INFO - Epoch(val) [3][ 8720/12617] eta: 0:05:07 time: 0.0755 data_time: 0.0390 memory: 730 2023/07/07 20:35:14 - mmengine - INFO - Epoch(val) [3][ 8740/12617] eta: 0:05:06 time: 0.0736 data_time: 0.0359 memory: 730 2023/07/07 20:35:16 - mmengine - INFO - Epoch(val) [3][ 8760/12617] eta: 0:05:04 time: 0.0843 data_time: 0.0464 memory: 730 2023/07/07 20:35:18 - mmengine - INFO - Epoch(val) [3][ 8780/12617] eta: 0:05:03 time: 0.0901 data_time: 0.0526 memory: 730 2023/07/07 20:35:20 - 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mmengine - INFO - Epoch(val) [3][ 9480/12617] eta: 0:04:10 time: 0.0790 data_time: 0.0415 memory: 730 2023/07/07 20:36:22 - mmengine - INFO - Epoch(val) [3][ 9500/12617] eta: 0:04:08 time: 0.0704 data_time: 0.0331 memory: 730 2023/07/07 20:36:24 - mmengine - INFO - Epoch(val) [3][ 9520/12617] eta: 0:04:07 time: 0.0843 data_time: 0.0466 memory: 730 2023/07/07 20:36:25 - mmengine - INFO - Epoch(val) [3][ 9540/12617] eta: 0:04:05 time: 0.0708 data_time: 0.0338 memory: 730 2023/07/07 20:36:27 - mmengine - INFO - Epoch(val) [3][ 9560/12617] eta: 0:04:03 time: 0.0717 data_time: 0.0355 memory: 730 2023/07/07 20:36:28 - mmengine - INFO - Epoch(val) [3][ 9580/12617] eta: 0:04:02 time: 0.0686 data_time: 0.0320 memory: 730 2023/07/07 20:36:30 - mmengine - INFO - Epoch(val) [3][ 9600/12617] eta: 0:04:00 time: 0.0958 data_time: 0.0591 memory: 730 2023/07/07 20:36:31 - mmengine - INFO - Epoch(val) [3][ 9620/12617] eta: 0:03:59 time: 0.0817 data_time: 0.0438 memory: 730 2023/07/07 20:36:33 - mmengine - 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mmengine - INFO - Epoch(val) [3][ 9820/12617] eta: 0:03:45 time: 0.0894 data_time: 0.0538 memory: 730 2023/07/07 20:36:56 - mmengine - INFO - Epoch(val) [3][ 9840/12617] eta: 0:03:43 time: 0.0875 data_time: 0.0509 memory: 730 2023/07/07 20:36:58 - mmengine - INFO - Epoch(val) [3][ 9860/12617] eta: 0:03:41 time: 0.0940 data_time: 0.0580 memory: 730 2023/07/07 20:37:00 - mmengine - INFO - Epoch(val) [3][ 9880/12617] eta: 0:03:40 time: 0.0908 data_time: 0.0545 memory: 730 2023/07/07 20:37:02 - mmengine - INFO - Epoch(val) [3][ 9900/12617] eta: 0:03:38 time: 0.0836 data_time: 0.0466 memory: 730 2023/07/07 20:37:03 - mmengine - INFO - Epoch(val) [3][ 9920/12617] eta: 0:03:37 time: 0.0856 data_time: 0.0488 memory: 730 2023/07/07 20:37:05 - mmengine - INFO - Epoch(val) [3][ 9940/12617] eta: 0:03:35 time: 0.0761 data_time: 0.0371 memory: 730 2023/07/07 20:37:07 - mmengine - INFO - Epoch(val) [3][ 9960/12617] eta: 0:03:34 time: 0.0968 data_time: 0.0611 memory: 730 2023/07/07 20:37:08 - mmengine - INFO - Epoch(val) [3][ 9980/12617] eta: 0:03:32 time: 0.0798 data_time: 0.0448 memory: 730 2023/07/07 20:37:10 - mmengine - INFO - Epoch(val) [3][10000/12617] eta: 0:03:30 time: 0.0812 data_time: 0.0422 memory: 730 2023/07/07 20:37:11 - mmengine - INFO - Epoch(val) [3][10020/12617] eta: 0:03:29 time: 0.0636 data_time: 0.0239 memory: 730 2023/07/07 20:37:13 - mmengine - INFO - Epoch(val) [3][10040/12617] eta: 0:03:27 time: 0.0726 data_time: 0.0356 memory: 730 2023/07/07 20:37:14 - mmengine - INFO - Epoch(val) [3][10060/12617] eta: 0:03:25 time: 0.0791 data_time: 0.0420 memory: 730 2023/07/07 20:37:16 - mmengine - INFO - Epoch(val) [3][10080/12617] eta: 0:03:24 time: 0.0790 data_time: 0.0422 memory: 730 2023/07/07 20:37:17 - mmengine - INFO - Epoch(val) [3][10100/12617] eta: 0:03:22 time: 0.0616 data_time: 0.0248 memory: 730 2023/07/07 20:37:19 - mmengine - INFO - Epoch(val) [3][10120/12617] eta: 0:03:20 time: 0.0881 data_time: 0.0515 memory: 730 2023/07/07 20:37:21 - mmengine - INFO - Epoch(val) [3][10140/12617] eta: 0:03:19 time: 0.0836 data_time: 0.0464 memory: 730 2023/07/07 20:37:22 - mmengine - INFO - Epoch(val) [3][10160/12617] eta: 0:03:17 time: 0.0850 data_time: 0.0489 memory: 730 2023/07/07 20:37:24 - mmengine - INFO - Epoch(val) [3][10180/12617] eta: 0:03:16 time: 0.0706 data_time: 0.0327 memory: 730 2023/07/07 20:37:25 - mmengine - INFO - Epoch(val) [3][10200/12617] eta: 0:03:14 time: 0.0848 data_time: 0.0484 memory: 730 2023/07/07 20:37:27 - mmengine - INFO - Epoch(val) [3][10220/12617] eta: 0:03:13 time: 0.1014 data_time: 0.0645 memory: 730 2023/07/07 20:37:30 - mmengine - INFO - Epoch(val) [3][10240/12617] eta: 0:03:11 time: 0.1208 data_time: 0.0850 memory: 730 2023/07/07 20:37:32 - mmengine - INFO - Epoch(val) [3][10260/12617] eta: 0:03:10 time: 0.0894 data_time: 0.0528 memory: 730 2023/07/07 20:37:34 - mmengine - INFO - Epoch(val) [3][10280/12617] eta: 0:03:08 time: 0.0937 data_time: 0.0574 memory: 730 2023/07/07 20:37:35 - mmengine - INFO - Epoch(val) [3][10300/12617] eta: 0:03:06 time: 0.0753 data_time: 0.0384 memory: 730 2023/07/07 20:37:37 - mmengine - INFO - Epoch(val) [3][10320/12617] eta: 0:03:05 time: 0.0774 data_time: 0.0408 memory: 730 2023/07/07 20:37:38 - mmengine - INFO - Epoch(val) [3][10340/12617] eta: 0:03:03 time: 0.0746 data_time: 0.0374 memory: 730 2023/07/07 20:37:40 - mmengine - INFO - Epoch(val) [3][10360/12617] eta: 0:03:02 time: 0.1064 data_time: 0.0702 memory: 730 2023/07/07 20:37:42 - mmengine - INFO - Epoch(val) [3][10380/12617] eta: 0:03:00 time: 0.0791 data_time: 0.0421 memory: 730 2023/07/07 20:37:44 - mmengine - INFO - Epoch(val) [3][10400/12617] eta: 0:02:58 time: 0.1025 data_time: 0.0665 memory: 730 2023/07/07 20:37:46 - mmengine - INFO - Epoch(val) [3][10420/12617] eta: 0:02:57 time: 0.0847 data_time: 0.0489 memory: 730 2023/07/07 20:37:48 - mmengine - INFO - Epoch(val) [3][10440/12617] eta: 0:02:55 time: 0.1146 data_time: 0.0786 memory: 730 2023/07/07 20:37:50 - mmengine - INFO - Epoch(val) [3][10460/12617] eta: 0:02:54 time: 0.0919 data_time: 0.0561 memory: 730 2023/07/07 20:37:52 - mmengine - INFO - Epoch(val) [3][10480/12617] eta: 0:02:52 time: 0.0983 data_time: 0.0626 memory: 730 2023/07/07 20:37:53 - mmengine - INFO - Epoch(val) [3][10500/12617] eta: 0:02:51 time: 0.0710 data_time: 0.0354 memory: 730 2023/07/07 20:37:55 - mmengine - INFO - Epoch(val) [3][10520/12617] eta: 0:02:49 time: 0.0960 data_time: 0.0587 memory: 730 2023/07/07 20:37:56 - mmengine - INFO - Epoch(val) [3][10540/12617] eta: 0:02:47 time: 0.0603 data_time: 0.0233 memory: 730 2023/07/07 20:37:58 - mmengine - INFO - Epoch(val) [3][10560/12617] eta: 0:02:46 time: 0.0759 data_time: 0.0392 memory: 730 2023/07/07 20:37:59 - mmengine - INFO - Epoch(val) [3][10580/12617] eta: 0:02:44 time: 0.0734 data_time: 0.0372 memory: 730 2023/07/07 20:38:01 - mmengine - INFO - Epoch(val) [3][10600/12617] eta: 0:02:43 time: 0.0982 data_time: 0.0611 memory: 730 2023/07/07 20:38:04 - mmengine - INFO - Epoch(val) [3][10620/12617] eta: 0:02:41 time: 0.1149 data_time: 0.0793 memory: 730 2023/07/07 20:38:05 - mmengine - INFO - Epoch(val) [3][10640/12617] eta: 0:02:39 time: 0.0906 data_time: 0.0538 memory: 730 2023/07/07 20:38:08 - mmengine - INFO - Epoch(val) [3][10660/12617] eta: 0:02:38 time: 0.1093 data_time: 0.0717 memory: 730 2023/07/07 20:38:10 - mmengine - INFO - Epoch(val) [3][10680/12617] eta: 0:02:36 time: 0.1008 data_time: 0.0643 memory: 730 2023/07/07 20:38:11 - mmengine - INFO - Epoch(val) [3][10700/12617] eta: 0:02:35 time: 0.0707 data_time: 0.0355 memory: 730 2023/07/07 20:38:13 - mmengine - INFO - Epoch(val) [3][10720/12617] eta: 0:02:33 time: 0.1175 data_time: 0.0810 memory: 730 2023/07/07 20:38:15 - mmengine - INFO - Epoch(val) [3][10740/12617] eta: 0:02:32 time: 0.0952 data_time: 0.0585 memory: 730 2023/07/07 20:38:17 - mmengine - INFO - Epoch(val) [3][10760/12617] eta: 0:02:30 time: 0.0727 data_time: 0.0371 memory: 730 2023/07/07 20:38:18 - mmengine - INFO - Epoch(val) [3][10780/12617] eta: 0:02:28 time: 0.0725 data_time: 0.0369 memory: 730 2023/07/07 20:38:20 - mmengine - INFO - Epoch(val) [3][10800/12617] eta: 0:02:27 time: 0.1028 data_time: 0.0656 memory: 730 2023/07/07 20:38:22 - mmengine - INFO - Epoch(val) [3][10820/12617] eta: 0:02:25 time: 0.0912 data_time: 0.0555 memory: 730 2023/07/07 20:38:24 - mmengine - INFO - Epoch(val) [3][10840/12617] eta: 0:02:24 time: 0.1047 data_time: 0.0693 memory: 730 2023/07/07 20:38:26 - mmengine - INFO - Epoch(val) [3][10860/12617] eta: 0:02:22 time: 0.0969 data_time: 0.0616 memory: 730 2023/07/07 20:38:28 - mmengine - INFO - Epoch(val) [3][10880/12617] eta: 0:02:21 time: 0.0893 data_time: 0.0522 memory: 730 2023/07/07 20:38:30 - mmengine - INFO - Epoch(val) [3][10900/12617] eta: 0:02:19 time: 0.0874 data_time: 0.0511 memory: 730 2023/07/07 20:38:31 - mmengine - INFO - Epoch(val) [3][10920/12617] eta: 0:02:17 time: 0.0829 data_time: 0.0465 memory: 730 2023/07/07 20:38:33 - mmengine - INFO - Epoch(val) [3][10940/12617] eta: 0:02:16 time: 0.0874 data_time: 0.0496 memory: 730 2023/07/07 20:38:34 - mmengine - INFO - Epoch(val) [3][10960/12617] eta: 0:02:14 time: 0.0665 data_time: 0.0308 memory: 730 2023/07/07 20:38:36 - mmengine - INFO - Epoch(val) [3][10980/12617] eta: 0:02:12 time: 0.0737 data_time: 0.0373 memory: 730 2023/07/07 20:38:38 - mmengine - INFO - Epoch(val) [3][11000/12617] eta: 0:02:11 time: 0.0939 data_time: 0.0576 memory: 730 2023/07/07 20:38:40 - mmengine - INFO - Epoch(val) [3][11020/12617] eta: 0:02:09 time: 0.1219 data_time: 0.0862 memory: 730 2023/07/07 20:38:43 - mmengine - INFO - Epoch(val) [3][11040/12617] eta: 0:02:08 time: 0.1249 data_time: 0.0884 memory: 730 2023/07/07 20:38:45 - mmengine - INFO - Epoch(val) [3][11060/12617] eta: 0:02:06 time: 0.1131 data_time: 0.0786 memory: 730 2023/07/07 20:38:47 - mmengine - INFO - Epoch(val) [3][11080/12617] eta: 0:02:05 time: 0.1085 data_time: 0.0723 memory: 730 2023/07/07 20:38:49 - mmengine - INFO - Epoch(val) [3][11100/12617] eta: 0:02:03 time: 0.0918 data_time: 0.0557 memory: 730 2023/07/07 20:38:51 - mmengine - INFO - Epoch(val) [3][11120/12617] eta: 0:02:02 time: 0.1146 data_time: 0.0776 memory: 730 2023/07/07 20:38:53 - mmengine - INFO - Epoch(val) [3][11140/12617] eta: 0:02:00 time: 0.0880 data_time: 0.0511 memory: 730 2023/07/07 20:38:55 - mmengine - INFO - Epoch(val) [3][11160/12617] eta: 0:01:58 time: 0.0756 data_time: 0.0395 memory: 730 2023/07/07 20:38:56 - mmengine - INFO - Epoch(val) [3][11180/12617] eta: 0:01:57 time: 0.0656 data_time: 0.0308 memory: 730 2023/07/07 20:38:58 - mmengine - INFO - Epoch(val) [3][11200/12617] eta: 0:01:55 time: 0.1274 data_time: 0.0902 memory: 730 2023/07/07 20:39:01 - mmengine - INFO - Epoch(val) [3][11220/12617] eta: 0:01:54 time: 0.1092 data_time: 0.0701 memory: 730 2023/07/07 20:39:03 - mmengine - INFO - Epoch(val) [3][11240/12617] eta: 0:01:52 time: 0.1237 data_time: 0.0887 memory: 730 2023/07/07 20:39:05 - mmengine - INFO - Epoch(val) [3][11260/12617] eta: 0:01:50 time: 0.0967 data_time: 0.0610 memory: 730 2023/07/07 20:39:07 - mmengine - INFO - Epoch(val) [3][11280/12617] eta: 0:01:49 time: 0.1016 data_time: 0.0652 memory: 730 2023/07/07 20:39:08 - mmengine - INFO - Epoch(val) [3][11300/12617] eta: 0:01:47 time: 0.0648 data_time: 0.0279 memory: 730 2023/07/07 20:39:10 - mmengine - INFO - Epoch(val) [3][11320/12617] eta: 0:01:46 time: 0.0783 data_time: 0.0403 memory: 730 2023/07/07 20:39:11 - mmengine - INFO - Epoch(val) [3][11340/12617] eta: 0:01:44 time: 0.0725 data_time: 0.0369 memory: 730 2023/07/07 20:39:13 - mmengine - INFO - Epoch(val) [3][11360/12617] eta: 0:01:42 time: 0.0820 data_time: 0.0466 memory: 730 2023/07/07 20:39:14 - mmengine - INFO - Epoch(val) [3][11380/12617] eta: 0:01:41 time: 0.0707 data_time: 0.0363 memory: 730 2023/07/07 20:39:17 - mmengine - INFO - Epoch(val) [3][11400/12617] eta: 0:01:39 time: 0.1133 data_time: 0.0774 memory: 730 2023/07/07 20:39:19 - mmengine - INFO - Epoch(val) [3][11420/12617] eta: 0:01:37 time: 0.0911 data_time: 0.0508 memory: 730 2023/07/07 20:39:20 - mmengine - INFO - Epoch(val) [3][11440/12617] eta: 0:01:36 time: 0.0857 data_time: 0.0513 memory: 730 2023/07/07 20:39:22 - mmengine - INFO - Epoch(val) [3][11460/12617] eta: 0:01:34 time: 0.0897 data_time: 0.0554 memory: 730 2023/07/07 20:39:25 - mmengine - INFO - Epoch(val) [3][11480/12617] eta: 0:01:33 time: 0.1638 data_time: 0.1298 memory: 730 2023/07/07 20:39:28 - mmengine - INFO - Epoch(val) [3][11500/12617] eta: 0:01:31 time: 0.1159 data_time: 0.0816 memory: 730 2023/07/07 20:39:31 - mmengine - INFO - Epoch(val) [3][11520/12617] eta: 0:01:30 time: 0.1422 data_time: 0.1057 memory: 730 2023/07/07 20:39:32 - mmengine - INFO - Epoch(val) [3][11540/12617] eta: 0:01:28 time: 0.0703 data_time: 0.0334 memory: 730 2023/07/07 20:39:34 - mmengine - INFO - Epoch(val) [3][11560/12617] eta: 0:01:26 time: 0.0806 data_time: 0.0458 memory: 730 2023/07/07 20:39:35 - mmengine - INFO - Epoch(val) [3][11580/12617] eta: 0:01:25 time: 0.0666 data_time: 0.0307 memory: 730 2023/07/07 20:39:37 - mmengine - INFO - Epoch(val) [3][11600/12617] eta: 0:01:23 time: 0.0951 data_time: 0.0594 memory: 730 2023/07/07 20:39:38 - mmengine - INFO - Epoch(val) [3][11620/12617] eta: 0:01:21 time: 0.0742 data_time: 0.0371 memory: 730 2023/07/07 20:39:40 - mmengine - INFO - Epoch(val) [3][11640/12617] eta: 0:01:20 time: 0.0852 data_time: 0.0489 memory: 730 2023/07/07 20:39:41 - mmengine - INFO - Epoch(val) [3][11660/12617] eta: 0:01:18 time: 0.0616 data_time: 0.0252 memory: 730 2023/07/07 20:39:43 - mmengine - INFO - Epoch(val) [3][11680/12617] eta: 0:01:16 time: 0.0800 data_time: 0.0425 memory: 730 2023/07/07 20:39:44 - mmengine - INFO - Epoch(val) [3][11700/12617] eta: 0:01:15 time: 0.0683 data_time: 0.0323 memory: 730 2023/07/07 20:39:46 - mmengine - INFO - Epoch(val) [3][11720/12617] eta: 0:01:13 time: 0.0758 data_time: 0.0399 memory: 730 2023/07/07 20:39:48 - mmengine - INFO - Epoch(val) [3][11740/12617] eta: 0:01:11 time: 0.0888 data_time: 0.0521 memory: 730 2023/07/07 20:39:50 - mmengine - INFO - Epoch(val) [3][11760/12617] eta: 0:01:10 time: 0.1002 data_time: 0.0633 memory: 730 2023/07/07 20:39:51 - mmengine - INFO - Epoch(val) [3][11780/12617] eta: 0:01:08 time: 0.0711 data_time: 0.0336 memory: 730 2023/07/07 20:39:53 - mmengine - INFO - Epoch(val) [3][11800/12617] eta: 0:01:07 time: 0.1111 data_time: 0.0747 memory: 730 2023/07/07 20:39:55 - mmengine - INFO - Epoch(val) [3][11820/12617] eta: 0:01:05 time: 0.0961 data_time: 0.0599 memory: 730 2023/07/07 20:39:57 - mmengine - INFO - Epoch(val) [3][11840/12617] eta: 0:01:03 time: 0.1168 data_time: 0.0810 memory: 730 2023/07/07 20:39:59 - mmengine - INFO - Epoch(val) [3][11860/12617] eta: 0:01:02 time: 0.0806 data_time: 0.0448 memory: 730 2023/07/07 20:40:01 - mmengine - INFO - Epoch(val) [3][11880/12617] eta: 0:01:00 time: 0.0928 data_time: 0.0548 memory: 730 2023/07/07 20:40:03 - mmengine - INFO - Epoch(val) [3][11900/12617] eta: 0:00:58 time: 0.0832 data_time: 0.0463 memory: 730 2023/07/07 20:40:04 - mmengine - INFO - Epoch(val) [3][11920/12617] eta: 0:00:57 time: 0.0939 data_time: 0.0570 memory: 730 2023/07/07 20:40:06 - mmengine - INFO - Epoch(val) [3][11940/12617] eta: 0:00:55 time: 0.0721 data_time: 0.0331 memory: 730 2023/07/07 20:40:08 - mmengine - INFO - Epoch(val) [3][11960/12617] eta: 0:00:53 time: 0.0846 data_time: 0.0488 memory: 730 2023/07/07 20:40:09 - mmengine - INFO - Epoch(val) [3][11980/12617] eta: 0:00:52 time: 0.0616 data_time: 0.0236 memory: 730 2023/07/07 20:40:10 - mmengine - INFO - Epoch(val) [3][12000/12617] eta: 0:00:50 time: 0.0742 data_time: 0.0374 memory: 730 2023/07/07 20:40:12 - mmengine - INFO - Epoch(val) [3][12020/12617] eta: 0:00:49 time: 0.0757 data_time: 0.0391 memory: 730 2023/07/07 20:40:14 - mmengine - INFO - Epoch(val) [3][12040/12617] eta: 0:00:47 time: 0.1162 data_time: 0.0803 memory: 730 2023/07/07 20:40:16 - mmengine - INFO - Epoch(val) [3][12060/12617] eta: 0:00:45 time: 0.1106 data_time: 0.0747 memory: 730 2023/07/07 20:40:19 - mmengine - INFO - Epoch(val) [3][12080/12617] eta: 0:00:44 time: 0.1060 data_time: 0.0679 memory: 730 2023/07/07 20:40:20 - mmengine - INFO - Epoch(val) [3][12100/12617] eta: 0:00:42 time: 0.0910 data_time: 0.0523 memory: 730 2023/07/07 20:40:22 - mmengine - INFO - Epoch(val) [3][12120/12617] eta: 0:00:40 time: 0.0835 data_time: 0.0483 memory: 730 2023/07/07 20:40:24 - mmengine - INFO - Epoch(val) [3][12140/12617] eta: 0:00:39 time: 0.0736 data_time: 0.0362 memory: 730 2023/07/07 20:40:25 - mmengine - INFO - Epoch(val) [3][12160/12617] eta: 0:00:37 time: 0.0816 data_time: 0.0452 memory: 730 2023/07/07 20:40:27 - mmengine - INFO - Epoch(val) [3][12180/12617] eta: 0:00:35 time: 0.0722 data_time: 0.0349 memory: 730 2023/07/07 20:40:28 - mmengine - INFO - Epoch(val) [3][12200/12617] eta: 0:00:34 time: 0.0777 data_time: 0.0403 memory: 730 2023/07/07 20:40:30 - mmengine - INFO - Epoch(val) [3][12220/12617] eta: 0:00:32 time: 0.0715 data_time: 0.0347 memory: 730 2023/07/07 20:40:31 - mmengine - INFO - Epoch(val) [3][12240/12617] eta: 0:00:30 time: 0.0752 data_time: 0.0391 memory: 730 2023/07/07 20:40:33 - mmengine - INFO - Epoch(val) [3][12260/12617] eta: 0:00:29 time: 0.0721 data_time: 0.0366 memory: 730 2023/07/07 20:40:34 - mmengine - INFO - Epoch(val) [3][12280/12617] eta: 0:00:27 time: 0.0740 data_time: 0.0388 memory: 730 2023/07/07 20:40:36 - mmengine - INFO - Epoch(val) [3][12300/12617] eta: 0:00:26 time: 0.0927 data_time: 0.0562 memory: 730 2023/07/07 20:40:38 - mmengine - INFO - Epoch(val) [3][12320/12617] eta: 0:00:24 time: 0.0874 data_time: 0.0513 memory: 730 2023/07/07 20:40:40 - mmengine - INFO - Epoch(val) [3][12340/12617] eta: 0:00:22 time: 0.0962 data_time: 0.0603 memory: 730 2023/07/07 20:40:42 - mmengine - INFO - Epoch(val) [3][12360/12617] eta: 0:00:21 time: 0.0994 data_time: 0.0623 memory: 730 2023/07/07 20:40:44 - mmengine - INFO - Epoch(val) [3][12380/12617] eta: 0:00:19 time: 0.0973 data_time: 0.0611 memory: 730 2023/07/07 20:40:46 - mmengine - INFO - Epoch(val) [3][12400/12617] eta: 0:00:17 time: 0.1078 data_time: 0.0721 memory: 730 2023/07/07 20:40:48 - mmengine - INFO - Epoch(val) [3][12420/12617] eta: 0:00:16 time: 0.1010 data_time: 0.0623 memory: 730 2023/07/07 20:40:50 - mmengine - INFO - Epoch(val) [3][12440/12617] eta: 0:00:14 time: 0.1000 data_time: 0.0617 memory: 730 2023/07/07 20:40:52 - mmengine - INFO - Epoch(val) [3][12460/12617] eta: 0:00:12 time: 0.1163 data_time: 0.0810 memory: 730 2023/07/07 20:40:53 - mmengine - INFO - Epoch(val) [3][12480/12617] eta: 0:00:11 time: 0.0621 data_time: 0.0267 memory: 730 2023/07/07 20:40:55 - mmengine - INFO - Epoch(val) [3][12500/12617] eta: 0:00:09 time: 0.0899 data_time: 0.0528 memory: 730 2023/07/07 20:40:57 - mmengine - INFO - Epoch(val) [3][12520/12617] eta: 0:00:07 time: 0.0793 data_time: 0.0445 memory: 730 2023/07/07 20:40:58 - mmengine - INFO - Epoch(val) [3][12540/12617] eta: 0:00:06 time: 0.0888 data_time: 0.0529 memory: 730 2023/07/07 20:41:00 - mmengine - INFO - Epoch(val) [3][12560/12617] eta: 0:00:04 time: 0.0716 data_time: 0.0349 memory: 730 2023/07/07 20:41:02 - mmengine - INFO - Epoch(val) [3][12580/12617] eta: 0:00:03 time: 0.0870 data_time: 0.0506 memory: 730 2023/07/07 20:41:03 - mmengine - INFO - Epoch(val) [3][12600/12617] eta: 0:00:01 time: 0.0732 data_time: 0.0365 memory: 730 2023/07/07 20:44:31 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/07 20:44:31 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/07 20:44:31 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/07 20:44:31 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/07 20:44:33 - mmengine - INFO - do not evaluate basketball save 2023/07/07 20:44:33 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/07 20:44:33 - mmengine - INFO - frameAP_0.5 2023/07/07 20:44:33 - mmengine - INFO - aerobic push up 63.75 2023/07/07 20:44:33 - mmengine - INFO - aerobic explosive push up 80.39 2023/07/07 20:44:33 - mmengine - INFO - aerobic explosive support 78.59 2023/07/07 20:44:33 - mmengine - INFO - aerobic leg circle 70.40 2023/07/07 20:44:33 - mmengine - INFO - aerobic helicopter 78.19 2023/07/07 20:44:33 - mmengine - INFO - aerobic support 89.08 2023/07/07 20:44:33 - mmengine - INFO - aerobic v support 53.85 2023/07/07 20:44:33 - mmengine - INFO - aerobic horizontal support 84.56 2023/07/07 20:44:33 - mmengine - INFO - aerobic straight jump 50.56 2023/07/07 20:44:33 - mmengine - INFO - aerobic illusion 72.07 2023/07/07 20:44:33 - mmengine - INFO - aerobic bent leg(s) jump 38.44 2023/07/07 20:44:33 - mmengine - INFO - aerobic pike jump 35.08 2023/07/07 20:44:33 - mmengine - INFO - aerobic straddle jump 40.21 2023/07/07 20:44:33 - mmengine - INFO - aerobic split jump 49.54 2023/07/07 20:44:33 - mmengine - INFO - aerobic scissors leap 52.06 2023/07/07 20:44:33 - mmengine - INFO - aerobic split 38.25 2023/07/07 20:44:33 - mmengine - INFO - aerobic turn 68.25 2023/07/07 20:44:33 - mmengine - INFO - volleyball serve 93.86 2023/07/07 20:44:33 - mmengine - INFO - volleyball block 52.37 2023/07/07 20:44:33 - mmengine - INFO - volleyball first pass 58.12 2023/07/07 20:44:33 - mmengine - INFO - volleyball defend 35.86 2023/07/07 20:44:33 - mmengine - INFO - volleyball protect 10.07 2023/07/07 20:44:33 - mmengine - INFO - volleyball second pass 66.77 2023/07/07 20:44:33 - mmengine - INFO - volleyball adjust 8.38 2023/07/07 20:44:33 - mmengine - INFO - volleyball save 15.74 2023/07/07 20:44:33 - mmengine - INFO - volleyball second attack 8.92 2023/07/07 20:44:33 - mmengine - INFO - volleyball spike 55.85 2023/07/07 20:44:33 - mmengine - INFO - volleyball dink 16.25 2023/07/07 20:44:33 - mmengine - INFO - volleyball no offensive attack 27.86 2023/07/07 20:44:33 - mmengine - INFO - football shoot 7.04 2023/07/07 20:44:33 - mmengine - INFO - football long pass 35.29 2023/07/07 20:44:33 - mmengine - INFO - football short pass 45.92 2023/07/07 20:44:33 - mmengine - INFO - football through pass 0.98 2023/07/07 20:44:33 - mmengine - INFO - football cross 10.85 2023/07/07 20:44:33 - mmengine - INFO - football dribble 50.35 2023/07/07 20:44:33 - mmengine - INFO - football trap 42.58 2023/07/07 20:44:33 - mmengine - INFO - football throw 26.50 2023/07/07 20:44:33 - mmengine - INFO - football diving 27.11 2023/07/07 20:44:33 - mmengine - INFO - football tackle 1.46 2023/07/07 20:44:33 - mmengine - INFO - football steal 0.03 2023/07/07 20:44:33 - mmengine - INFO - football clearance 12.68 2023/07/07 20:44:33 - mmengine - INFO - football block 2.57 2023/07/07 20:44:33 - mmengine - INFO - football press 10.09 2023/07/07 20:44:33 - mmengine - INFO - football aerial duels 7.86 2023/07/07 20:44:33 - mmengine - INFO - basketball pass 39.75 2023/07/07 20:44:33 - mmengine - INFO - basketball drive 1.52 2023/07/07 20:44:33 - mmengine - INFO - basketball dribble 78.68 2023/07/07 20:44:33 - mmengine - INFO - basketball 3-point shot 44.20 2023/07/07 20:44:33 - mmengine - INFO - basketball 2-point shot 36.06 2023/07/07 20:44:33 - mmengine - INFO - basketball free throw 70.81 2023/07/07 20:44:33 - mmengine - INFO - basketball block 0.06 2023/07/07 20:44:33 - mmengine - INFO - basketball offensive rebound 11.42 2023/07/07 20:44:33 - mmengine - INFO - basketball defensive rebound 33.87 2023/07/07 20:44:33 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 20:44:33 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 20:44:33 - mmengine - INFO - basketball interfere shot 17.37 2023/07/07 20:44:33 - mmengine - INFO - basketball pick-and-roll defensive 2.21 2023/07/07 20:44:33 - mmengine - INFO - basketball sag 0.03 2023/07/07 20:44:33 - mmengine - INFO - basketball screen 2.98 2023/07/07 20:44:33 - mmengine - INFO - basketball pass-inbound 33.36 2023/07/07 20:44:33 - mmengine - INFO - mAP 35.78 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 20:46:29 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 20:46:29 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 20:46:29 - mmengine - INFO - VideoAP_0.2 2023/07/07 20:46:29 - mmengine - INFO - aerobic push up 71.88 2023/07/07 20:46:29 - mmengine - INFO - aerobic explosive push up 74.39 2023/07/07 20:46:29 - mmengine - INFO - aerobic explosive support 73.47 2023/07/07 20:46:29 - mmengine - INFO - aerobic leg circle 59.16 2023/07/07 20:46:29 - mmengine - INFO - aerobic helicopter 66.69 2023/07/07 20:46:29 - mmengine - INFO - aerobic support 82.03 2023/07/07 20:46:29 - mmengine - INFO - aerobic v support 16.03 2023/07/07 20:46:29 - mmengine - INFO - aerobic horizontal support 84.42 2023/07/07 20:46:29 - mmengine - INFO - aerobic straight jump 42.32 2023/07/07 20:46:29 - mmengine - INFO - aerobic illusion 59.02 2023/07/07 20:46:29 - mmengine - INFO - aerobic bent leg(s) jump 30.22 2023/07/07 20:46:29 - mmengine - INFO - aerobic pike jump 15.26 2023/07/07 20:46:29 - mmengine - INFO - aerobic straddle jump 23.28 2023/07/07 20:46:29 - mmengine - INFO - aerobic split jump 33.75 2023/07/07 20:46:29 - mmengine - INFO - aerobic scissors leap 42.23 2023/07/07 20:46:29 - mmengine - INFO - aerobic split 28.57 2023/07/07 20:46:29 - mmengine - INFO - aerobic turn 57.98 2023/07/07 20:46:29 - mmengine - INFO - volleyball serve 75.31 2023/07/07 20:46:29 - mmengine - INFO - volleyball block 30.61 2023/07/07 20:46:29 - mmengine - INFO - volleyball first pass 24.23 2023/07/07 20:46:29 - mmengine - INFO - volleyball defend 6.86 2023/07/07 20:46:29 - mmengine - INFO - volleyball protect 0.00 2023/07/07 20:46:29 - mmengine - INFO - volleyball second pass 65.20 2023/07/07 20:46:29 - mmengine - INFO - volleyball adjust 2.14 2023/07/07 20:46:29 - mmengine - INFO - volleyball save 0.00 2023/07/07 20:46:29 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 20:46:29 - mmengine - INFO - volleyball spike 23.18 2023/07/07 20:46:29 - mmengine - INFO - volleyball dink 5.17 2023/07/07 20:46:29 - mmengine - INFO - volleyball no offensive attack 13.33 2023/07/07 20:46:29 - mmengine - INFO - football shoot 0.00 2023/07/07 20:46:29 - mmengine - INFO - football long pass 4.24 2023/07/07 20:46:29 - mmengine - INFO - football short pass 3.39 2023/07/07 20:46:29 - mmengine - INFO - football through pass 0.00 2023/07/07 20:46:29 - mmengine - INFO - football cross 1.52 2023/07/07 20:46:29 - mmengine - INFO - football dribble 30.94 2023/07/07 20:46:29 - mmengine - INFO - football trap 6.16 2023/07/07 20:46:29 - mmengine - INFO - football throw 10.00 2023/07/07 20:46:29 - mmengine - INFO - football diving 7.69 2023/07/07 20:46:29 - mmengine - INFO - football tackle 0.00 2023/07/07 20:46:29 - mmengine - INFO - football steal 0.00 2023/07/07 20:46:29 - mmengine - INFO - football clearance 5.56 2023/07/07 20:46:29 - mmengine - INFO - football block 0.00 2023/07/07 20:46:29 - mmengine - INFO - football press 2.34 2023/07/07 20:46:29 - mmengine - INFO - football aerial duels 3.08 2023/07/07 20:46:29 - mmengine - INFO - basketball pass 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball drive 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball dribble 35.11 2023/07/07 20:46:29 - mmengine - INFO - basketball 3-point shot 26.56 2023/07/07 20:46:29 - mmengine - INFO - basketball 2-point shot 14.06 2023/07/07 20:46:29 - mmengine - INFO - basketball free throw 61.25 2023/07/07 20:46:29 - mmengine - INFO - basketball block 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball defensive rebound 18.30 2023/07/07 20:46:29 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball interfere shot 3.41 2023/07/07 20:46:29 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball sag 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball screen 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 20:46:29 - mmengine - INFO - mAP 22.34 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 20:46:29 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 20:46:29 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 20:46:29 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 20:46:29 - mmengine - INFO - VideoAP_0.5 2023/07/07 20:46:29 - mmengine - INFO - aerobic push up 66.03 2023/07/07 20:46:29 - mmengine - INFO - aerobic explosive push up 70.73 2023/07/07 20:46:29 - mmengine - INFO - aerobic explosive support 62.05 2023/07/07 20:46:29 - mmengine - INFO - aerobic leg circle 37.00 2023/07/07 20:46:29 - mmengine - INFO - aerobic helicopter 43.49 2023/07/07 20:46:29 - mmengine - INFO - aerobic support 65.99 2023/07/07 20:46:29 - mmengine - INFO - aerobic v support 8.23 2023/07/07 20:46:29 - mmengine - INFO - aerobic horizontal support 46.36 2023/07/07 20:46:29 - mmengine - INFO - aerobic straight jump 39.86 2023/07/07 20:46:29 - mmengine - INFO - aerobic illusion 37.82 2023/07/07 20:46:29 - mmengine - INFO - aerobic bent leg(s) jump 19.44 2023/07/07 20:46:29 - mmengine - INFO - aerobic pike jump 13.56 2023/07/07 20:46:29 - mmengine - INFO - aerobic straddle jump 17.03 2023/07/07 20:46:29 - mmengine - INFO - aerobic split jump 29.84 2023/07/07 20:46:29 - mmengine - INFO - aerobic scissors leap 30.69 2023/07/07 20:46:29 - mmengine - INFO - aerobic split 19.90 2023/07/07 20:46:29 - mmengine - INFO - aerobic turn 49.04 2023/07/07 20:46:29 - mmengine - INFO - volleyball serve 61.99 2023/07/07 20:46:29 - mmengine - INFO - volleyball block 27.89 2023/07/07 20:46:29 - mmengine - INFO - volleyball first pass 21.55 2023/07/07 20:46:29 - mmengine - INFO - volleyball defend 4.99 2023/07/07 20:46:29 - mmengine - INFO - volleyball protect 0.00 2023/07/07 20:46:29 - mmengine - INFO - volleyball second pass 60.84 2023/07/07 20:46:29 - mmengine - INFO - volleyball adjust 2.14 2023/07/07 20:46:29 - mmengine - INFO - volleyball save 0.00 2023/07/07 20:46:29 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 20:46:29 - mmengine - INFO - volleyball spike 23.18 2023/07/07 20:46:29 - mmengine - INFO - volleyball dink 5.17 2023/07/07 20:46:29 - mmengine - INFO - volleyball no offensive attack 8.24 2023/07/07 20:46:29 - mmengine - INFO - football shoot 0.00 2023/07/07 20:46:29 - mmengine - INFO - football long pass 4.24 2023/07/07 20:46:29 - mmengine - INFO - football short pass 2.34 2023/07/07 20:46:29 - mmengine - INFO - football through pass 0.00 2023/07/07 20:46:29 - mmengine - INFO - football cross 1.52 2023/07/07 20:46:29 - mmengine - INFO - football dribble 10.99 2023/07/07 20:46:29 - mmengine - INFO - football trap 5.87 2023/07/07 20:46:29 - mmengine - INFO - football throw 10.00 2023/07/07 20:46:29 - mmengine - INFO - football diving 4.27 2023/07/07 20:46:29 - mmengine - INFO - football tackle 0.00 2023/07/07 20:46:29 - mmengine - INFO - football steal 0.00 2023/07/07 20:46:29 - mmengine - INFO - football clearance 5.56 2023/07/07 20:46:29 - mmengine - INFO - football block 0.00 2023/07/07 20:46:29 - mmengine - INFO - football press 0.02 2023/07/07 20:46:29 - mmengine - INFO - football aerial duels 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball pass 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball drive 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball dribble 13.30 2023/07/07 20:46:29 - mmengine - INFO - basketball 3-point shot 26.56 2023/07/07 20:46:29 - mmengine - INFO - basketball 2-point shot 12.46 2023/07/07 20:46:29 - mmengine - INFO - basketball free throw 33.75 2023/07/07 20:46:29 - mmengine - INFO - basketball block 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball defensive rebound 15.78 2023/07/07 20:46:29 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball interfere shot 2.48 2023/07/07 20:46:29 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball sag 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball screen 0.00 2023/07/07 20:46:29 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 20:46:29 - mmengine - INFO - mAP 17.04 2023/07/07 20:46:35 - mmengine - INFO - Epoch(val) [3][12617/12617] mAP/frameAP: 35.7820 mAP/v_map@0.2: 22.3386 mAP/v_map@0.5: 17.0363 mAP/v_map_0.05:0.45: 21.3751 mAP/v_map_0.10:0.90: 14.5635 mAP/v_map_0.50:0.95: 8.1158 data_time: 0.0453 time: 0.0824 2023/07/07 20:46:35 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb/best_mAP_frameAP_epoch_2.pth is removed 2023/07/07 20:46:39 - mmengine - INFO - The best checkpoint with 35.7820 mAP/frameAP at 3 epoch is saved to best_mAP_frameAP_epoch_3.pth. 2023/07/07 20:47:23 - mmengine - INFO - Epoch(train) [4][ 20/2255] lr: 8.7187e-03 eta: 5:26:02 time: 2.2190 data_time: 0.6549 memory: 18620 grad_norm: 3.8368 loss: 0.9607 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.9607 2023/07/07 20:47:57 - mmengine - INFO - Epoch(train) [4][ 40/2255] lr: 8.7187e-03 eta: 5:25:26 time: 1.7038 data_time: 0.0908 memory: 18620 grad_norm: 3.5831 loss: 0.8365 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.7097 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 0.8365 2023/07/07 20:48:35 - mmengine - INFO - Epoch(train) [4][ 60/2255] lr: 8.7187e-03 eta: 5:24:56 time: 1.8917 data_time: 0.0912 memory: 18620 grad_norm: 3.5069 loss: 0.9337 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.6897 recall@top3: 0.7586 prec@top3: 0.2529 recall@top5: 0.8276 prec@top5: 0.1655 loss_action_cls: 0.9337 2023/07/07 20:49:06 - mmengine - INFO - Epoch(train) [4][ 80/2255] lr: 8.7187e-03 eta: 5:24:15 time: 1.5517 data_time: 0.2211 memory: 18620 grad_norm: 4.0334 loss: 0.8971 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6429 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8971 2023/07/07 20:49:40 - mmengine - INFO - Epoch(train) [4][ 100/2255] lr: 8.7187e-03 eta: 5:23:39 time: 1.6992 data_time: 0.2399 memory: 18620 grad_norm: 3.6068 loss: 0.8801 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8125 prec@top3: 0.2708 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 0.8801 2023/07/07 20:50:16 - mmengine - INFO - Epoch(train) [4][ 120/2255] lr: 8.7187e-03 eta: 5:23:06 time: 1.7824 data_time: 0.7282 memory: 18620 grad_norm: 3.4437 loss: 0.8807 recall@thr=0.5: 0.9130 prec@thr=0.5: 0.9130 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8807 2023/07/07 20:50:46 - mmengine - INFO - Epoch(train) [4][ 140/2255] lr: 8.7187e-03 eta: 5:22:25 time: 1.5426 data_time: 0.4741 memory: 18620 grad_norm: 4.0680 loss: 0.9568 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.9568 2023/07/07 20:51:21 - mmengine - INFO - Epoch(train) [4][ 160/2255] lr: 8.7187e-03 eta: 5:21:50 time: 1.7453 data_time: 0.6004 memory: 18620 grad_norm: 3.6131 loss: 0.9489 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8108 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.9489 2023/07/07 20:51:52 - mmengine - INFO - Epoch(train) [4][ 180/2255] lr: 8.7187e-03 eta: 5:21:09 time: 1.5271 data_time: 0.3688 memory: 18620 grad_norm: 3.9125 loss: 0.9310 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7407 prec@top3: 0.2469 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 0.9310 2023/07/07 20:52:29 - mmengine - INFO - Epoch(train) [4][ 200/2255] lr: 8.7187e-03 eta: 5:20:38 time: 1.8621 data_time: 0.7662 memory: 18620 grad_norm: 3.8795 loss: 0.8135 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.7838 recall@top3: 0.9189 prec@top3: 0.3063 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.8135 2023/07/07 20:53:02 - mmengine - INFO - Epoch(train) [4][ 220/2255] lr: 8.7187e-03 eta: 5:20:00 time: 1.6222 data_time: 0.3661 memory: 18620 grad_norm: 4.1369 loss: 0.8526 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7568 recall@top3: 0.8108 prec@top3: 0.2703 recall@top5: 0.8108 prec@top5: 0.1622 loss_action_cls: 0.8526 2023/07/07 20:53:28 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 20:53:34 - mmengine - INFO - Epoch(train) [4][ 240/2255] lr: 8.7187e-03 eta: 5:19:22 time: 1.6295 data_time: 0.0874 memory: 18620 grad_norm: 3.7038 loss: 0.8374 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.8824 recall@top3: 0.9412 prec@top3: 0.3137 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 0.8374 2023/07/07 20:54:10 - mmengine - INFO - Epoch(train) [4][ 260/2255] lr: 8.7187e-03 eta: 5:18:48 time: 1.7771 data_time: 0.0944 memory: 18620 grad_norm: 3.6361 loss: 0.8823 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8823 2023/07/07 20:54:42 - mmengine - INFO - Epoch(train) [4][ 280/2255] lr: 8.7187e-03 eta: 5:18:10 time: 1.6246 data_time: 0.0873 memory: 18620 grad_norm: 3.9160 loss: 1.0001 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6875 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8125 prec@top5: 0.1625 loss_action_cls: 1.0001 2023/07/07 20:55:16 - mmengine - INFO - Epoch(train) [4][ 300/2255] lr: 8.7187e-03 eta: 5:17:33 time: 1.6684 data_time: 0.0805 memory: 18620 grad_norm: 3.8819 loss: 0.9654 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.9062 prec@top5: 0.1812 loss_action_cls: 0.9654 2023/07/07 20:55:46 - mmengine - INFO - Epoch(train) [4][ 320/2255] lr: 8.7187e-03 eta: 5:16:52 time: 1.5394 data_time: 0.0894 memory: 18620 grad_norm: 3.8669 loss: 0.8708 recall@thr=0.5: 0.7179 prec@thr=0.5: 0.7179 recall@top3: 0.7692 prec@top3: 0.2564 recall@top5: 0.8718 prec@top5: 0.1744 loss_action_cls: 0.8708 2023/07/07 20:56:20 - mmengine - INFO - Epoch(train) [4][ 340/2255] lr: 8.7187e-03 eta: 5:16:17 time: 1.7029 data_time: 0.0967 memory: 18620 grad_norm: 3.9138 loss: 0.9304 recall@thr=0.5: 0.8140 prec@thr=0.5: 0.8140 recall@top3: 0.9302 prec@top3: 0.3101 recall@top5: 0.9302 prec@top5: 0.1860 loss_action_cls: 0.9304 2023/07/07 20:56:55 - mmengine - INFO - Epoch(train) [4][ 360/2255] lr: 8.7187e-03 eta: 5:15:41 time: 1.7200 data_time: 0.0940 memory: 18620 grad_norm: 3.9889 loss: 1.0933 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.6923 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 1.0933 2023/07/07 20:57:28 - mmengine - INFO - Epoch(train) [4][ 380/2255] lr: 8.7187e-03 eta: 5:15:05 time: 1.6735 data_time: 0.1022 memory: 18620 grad_norm: 3.9204 loss: 0.8947 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.8947 2023/07/07 20:57:59 - mmengine - INFO - Epoch(train) [4][ 400/2255] lr: 8.7187e-03 eta: 5:14:24 time: 1.5438 data_time: 0.1001 memory: 18620 grad_norm: 3.6257 loss: 0.8351 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.7895 recall@top3: 0.7895 prec@top3: 0.2632 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 0.8351 2023/07/07 20:58:31 - mmengine - INFO - Epoch(train) [4][ 420/2255] lr: 8.7187e-03 eta: 5:13:46 time: 1.6066 data_time: 0.0987 memory: 18620 grad_norm: 3.8934 loss: 0.9463 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7727 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 0.9463 2023/07/07 20:59:03 - mmengine - INFO - Epoch(train) [4][ 440/2255] lr: 8.7187e-03 eta: 5:13:07 time: 1.5936 data_time: 0.1075 memory: 18620 grad_norm: 3.6532 loss: 1.0486 recall@thr=0.5: 0.8846 prec@thr=0.5: 0.8846 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 1.0486 2023/07/07 20:59:36 - mmengine - INFO - Epoch(train) [4][ 460/2255] lr: 8.7187e-03 eta: 5:12:30 time: 1.6505 data_time: 0.1236 memory: 18620 grad_norm: 3.8633 loss: 0.9751 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.9751 2023/07/07 21:00:08 - mmengine - INFO - Epoch(train) [4][ 480/2255] lr: 8.7187e-03 eta: 5:11:50 time: 1.5735 data_time: 0.0955 memory: 18620 grad_norm: 3.7610 loss: 1.0221 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7083 prec@top3: 0.2361 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.0221 2023/07/07 21:00:45 - mmengine - INFO - Epoch(train) [4][ 500/2255] lr: 8.7187e-03 eta: 5:11:19 time: 1.8499 data_time: 0.0984 memory: 18620 grad_norm: 3.3666 loss: 1.0476 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 1.0476 2023/07/07 21:01:15 - mmengine - INFO - Epoch(train) [4][ 520/2255] lr: 8.7187e-03 eta: 5:10:38 time: 1.5365 data_time: 0.0946 memory: 18620 grad_norm: 3.6580 loss: 0.9629 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.7879 recall@top3: 0.7879 prec@top3: 0.2626 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 0.9629 2023/07/07 21:01:49 - mmengine - INFO - Epoch(train) [4][ 540/2255] lr: 8.7187e-03 eta: 5:10:02 time: 1.6740 data_time: 0.1175 memory: 18620 grad_norm: 3.8549 loss: 0.9521 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 0.9521 2023/07/07 21:02:20 - mmengine - INFO - Epoch(train) [4][ 560/2255] lr: 8.7187e-03 eta: 5:09:23 time: 1.5689 data_time: 0.0848 memory: 18620 grad_norm: 3.6879 loss: 0.8552 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 0.8552 2023/07/07 21:02:56 - mmengine - INFO - Epoch(train) [4][ 580/2255] lr: 8.7187e-03 eta: 5:08:50 time: 1.8038 data_time: 0.1132 memory: 18620 grad_norm: 3.7790 loss: 1.0304 recall@thr=0.5: 0.9062 prec@thr=0.5: 0.9062 recall@top3: 0.9062 prec@top3: 0.3021 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 1.0304 2023/07/07 21:03:29 - mmengine - INFO - Epoch(train) [4][ 600/2255] lr: 8.7187e-03 eta: 5:08:12 time: 1.6116 data_time: 0.0884 memory: 18620 grad_norm: 3.5535 loss: 1.0033 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 1.0033 2023/07/07 21:04:02 - mmengine - INFO - Epoch(train) [4][ 620/2255] lr: 8.7187e-03 eta: 5:07:36 time: 1.6841 data_time: 0.1063 memory: 18620 grad_norm: 3.8747 loss: 1.0084 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.7742 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 1.0084 2023/07/07 21:04:32 - mmengine - INFO - Epoch(train) [4][ 640/2255] lr: 8.7187e-03 eta: 5:06:55 time: 1.5035 data_time: 0.0908 memory: 18620 grad_norm: 3.5896 loss: 0.9133 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.9133 2023/07/07 21:05:07 - mmengine - INFO - Epoch(train) [4][ 660/2255] lr: 8.7187e-03 eta: 5:06:20 time: 1.7256 data_time: 0.0905 memory: 18620 grad_norm: 3.8049 loss: 0.9039 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.6923 recall@top3: 0.6923 prec@top3: 0.2308 recall@top5: 0.7692 prec@top5: 0.1538 loss_action_cls: 0.9039 2023/07/07 21:05:36 - mmengine - INFO - Epoch(train) [4][ 680/2255] lr: 8.7187e-03 eta: 5:05:37 time: 1.4563 data_time: 0.0943 memory: 18620 grad_norm: 4.0714 loss: 0.9750 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.9750 2023/07/07 21:06:08 - mmengine - INFO - Epoch(train) [4][ 700/2255] lr: 8.7187e-03 eta: 5:04:59 time: 1.6093 data_time: 0.1061 memory: 18620 grad_norm: 4.1892 loss: 0.9516 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.9516 2023/07/07 21:06:44 - mmengine - INFO - Epoch(train) [4][ 720/2255] lr: 8.7187e-03 eta: 5:04:26 time: 1.7720 data_time: 0.0909 memory: 18620 grad_norm: 3.6397 loss: 0.9285 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.6452 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.9285 2023/07/07 21:07:15 - mmengine - INFO - Epoch(train) [4][ 740/2255] lr: 8.7187e-03 eta: 5:03:46 time: 1.5477 data_time: 0.1080 memory: 18620 grad_norm: 3.2903 loss: 0.8229 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8529 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 0.8229 2023/07/07 21:07:50 - mmengine - INFO - Epoch(train) [4][ 760/2255] lr: 8.7187e-03 eta: 5:03:13 time: 1.7766 data_time: 0.0953 memory: 18620 grad_norm: 3.8593 loss: 0.9389 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.6552 recall@top3: 0.6897 prec@top3: 0.2299 recall@top5: 0.7241 prec@top5: 0.1448 loss_action_cls: 0.9389 2023/07/07 21:08:21 - mmengine - INFO - Epoch(train) [4][ 780/2255] lr: 8.7187e-03 eta: 5:02:32 time: 1.5257 data_time: 0.1085 memory: 18620 grad_norm: 3.6570 loss: 0.8742 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8889 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.8742 2023/07/07 21:08:52 - mmengine - INFO - Epoch(train) [4][ 800/2255] lr: 8.7187e-03 eta: 5:01:53 time: 1.5457 data_time: 0.1105 memory: 18620 grad_norm: 3.7385 loss: 0.8142 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8108 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.8142 2023/07/07 21:09:27 - mmengine - INFO - Epoch(train) [4][ 820/2255] lr: 8.7187e-03 eta: 5:01:20 time: 1.7891 data_time: 0.1063 memory: 18620 grad_norm: 3.6844 loss: 0.7936 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 0.7936 2023/07/07 21:09:58 - mmengine - INFO - Epoch(train) [4][ 840/2255] lr: 8.7187e-03 eta: 5:00:40 time: 1.5283 data_time: 0.0910 memory: 18620 grad_norm: 3.5204 loss: 0.9030 recall@thr=0.5: 0.9032 prec@thr=0.5: 0.9032 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.9030 2023/07/07 21:10:33 - mmengine - INFO - Epoch(train) [4][ 860/2255] lr: 8.7187e-03 eta: 5:00:05 time: 1.7395 data_time: 0.0823 memory: 18620 grad_norm: 3.7098 loss: 0.9766 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8235 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 0.9766 2023/07/07 21:11:03 - mmengine - INFO - Epoch(train) [4][ 880/2255] lr: 8.7187e-03 eta: 4:59:25 time: 1.5285 data_time: 0.0964 memory: 18620 grad_norm: 3.4915 loss: 0.9067 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.9067 2023/07/07 21:11:39 - mmengine - INFO - Epoch(train) [4][ 900/2255] lr: 8.7187e-03 eta: 4:58:53 time: 1.8103 data_time: 0.1003 memory: 18620 grad_norm: 3.4928 loss: 0.9140 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7391 recall@top3: 0.7391 prec@top3: 0.2464 recall@top5: 0.7826 prec@top5: 0.1565 loss_action_cls: 0.9140 2023/07/07 21:12:11 - mmengine - INFO - Epoch(train) [4][ 920/2255] lr: 8.7187e-03 eta: 4:58:15 time: 1.5863 data_time: 0.0853 memory: 18620 grad_norm: 3.4489 loss: 0.8940 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.8940 2023/07/07 21:12:44 - mmengine - INFO - Epoch(train) [4][ 940/2255] lr: 8.7187e-03 eta: 4:57:38 time: 1.6633 data_time: 0.0972 memory: 18620 grad_norm: 3.4236 loss: 0.9574 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.8611 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.9574 2023/07/07 21:13:16 - mmengine - INFO - Epoch(train) [4][ 960/2255] lr: 8.7187e-03 eta: 4:56:59 time: 1.5602 data_time: 0.0887 memory: 18620 grad_norm: 3.0830 loss: 0.8090 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.7857 prec@top5: 0.1571 loss_action_cls: 0.8090 2023/07/07 21:13:50 - mmengine - INFO - Epoch(train) [4][ 980/2255] lr: 8.7187e-03 eta: 4:56:24 time: 1.6997 data_time: 0.0989 memory: 18620 grad_norm: 3.8863 loss: 0.7616 recall@thr=0.5: 0.8710 prec@thr=0.5: 0.8710 recall@top3: 0.9677 prec@top3: 0.3226 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7616 2023/07/07 21:14:19 - mmengine - INFO - Epoch(train) [4][1000/2255] lr: 8.7187e-03 eta: 4:55:43 time: 1.4820 data_time: 0.0953 memory: 18620 grad_norm: 3.6843 loss: 0.9158 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8077 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 0.9158 2023/07/07 21:14:52 - mmengine - INFO - Epoch(train) [4][1020/2255] lr: 8.7187e-03 eta: 4:55:06 time: 1.6324 data_time: 0.0921 memory: 18620 grad_norm: 3.5435 loss: 0.7293 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.7293 2023/07/07 21:15:25 - mmengine - INFO - Epoch(train) [4][1040/2255] lr: 8.7187e-03 eta: 4:54:30 time: 1.6718 data_time: 0.1039 memory: 18620 grad_norm: 3.3654 loss: 0.9695 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7083 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.9695 2023/07/07 21:15:57 - mmengine - INFO - Epoch(train) [4][1060/2255] lr: 8.7187e-03 eta: 4:53:52 time: 1.5888 data_time: 0.0896 memory: 18620 grad_norm: 3.6861 loss: 0.9584 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8500 prec@top5: 0.1700 loss_action_cls: 0.9584 2023/07/07 21:16:33 - mmengine - INFO - Epoch(train) [4][1080/2255] lr: 8.7187e-03 eta: 4:53:19 time: 1.7795 data_time: 0.0905 memory: 18620 grad_norm: 3.2097 loss: 0.9384 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8235 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 0.9384 2023/07/07 21:17:04 - mmengine - INFO - Epoch(train) [4][1100/2255] lr: 8.7187e-03 eta: 4:52:40 time: 1.5767 data_time: 0.1059 memory: 18620 grad_norm: 3.0935 loss: 0.9192 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.9192 2023/07/07 21:17:38 - mmengine - INFO - Epoch(train) [4][1120/2255] lr: 8.7187e-03 eta: 4:52:04 time: 1.6627 data_time: 0.1075 memory: 18620 grad_norm: 3.5052 loss: 0.8526 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.9200 prec@top3: 0.3067 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 0.8526 2023/07/07 21:18:13 - mmengine - INFO - Epoch(train) [4][1140/2255] lr: 8.7187e-03 eta: 4:51:31 time: 1.7785 data_time: 0.1213 memory: 18620 grad_norm: 3.7437 loss: 0.8313 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8222 prec@top3: 0.2741 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8313 2023/07/07 21:18:44 - mmengine - INFO - Epoch(train) [4][1160/2255] lr: 8.7187e-03 eta: 4:50:52 time: 1.5285 data_time: 0.0976 memory: 18620 grad_norm: 3.6168 loss: 0.9300 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7143 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.9300 2023/07/07 21:19:16 - mmengine - INFO - Epoch(train) [4][1180/2255] lr: 8.7187e-03 eta: 4:50:14 time: 1.6236 data_time: 0.1134 memory: 18620 grad_norm: 3.4012 loss: 0.8398 recall@thr=0.5: 0.6486 prec@thr=0.5: 0.6486 recall@top3: 0.7838 prec@top3: 0.2613 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.8398 2023/07/07 21:19:51 - mmengine - INFO - Epoch(train) [4][1200/2255] lr: 8.7187e-03 eta: 4:49:41 time: 1.7502 data_time: 0.0971 memory: 18620 grad_norm: 3.6269 loss: 0.8993 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.6800 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 0.8993 2023/07/07 21:20:22 - mmengine - INFO - Epoch(train) [4][1220/2255] lr: 8.7187e-03 eta: 4:49:01 time: 1.5224 data_time: 0.0881 memory: 18620 grad_norm: 3.6274 loss: 0.9683 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.9683 2023/07/07 21:20:45 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 21:20:55 - mmengine - INFO - Epoch(train) [4][1240/2255] lr: 8.7187e-03 eta: 4:48:25 time: 1.6637 data_time: 0.0888 memory: 18620 grad_norm: 3.4442 loss: 0.9618 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7568 recall@top3: 0.7568 prec@top3: 0.2523 recall@top5: 0.7838 prec@top5: 0.1568 loss_action_cls: 0.9618 2023/07/07 21:21:23 - mmengine - INFO - Epoch(train) [4][1260/2255] lr: 8.7187e-03 eta: 4:47:42 time: 1.4058 data_time: 0.0974 memory: 18620 grad_norm: 3.5042 loss: 0.7647 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.7647 2023/07/07 21:21:55 - mmengine - INFO - Epoch(train) [4][1280/2255] lr: 8.7187e-03 eta: 4:47:05 time: 1.6171 data_time: 0.1022 memory: 18620 grad_norm: 3.8785 loss: 0.9339 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.9339 2023/07/07 21:22:32 - mmengine - INFO - Epoch(train) [4][1300/2255] lr: 8.7187e-03 eta: 4:46:34 time: 1.8486 data_time: 0.1033 memory: 18620 grad_norm: 3.5966 loss: 0.8999 recall@thr=0.5: 0.7179 prec@thr=0.5: 0.7179 recall@top3: 0.7949 prec@top3: 0.2650 recall@top5: 0.8205 prec@top5: 0.1641 loss_action_cls: 0.8999 2023/07/07 21:23:02 - mmengine - INFO - Epoch(train) [4][1320/2255] lr: 8.7187e-03 eta: 4:45:54 time: 1.4837 data_time: 0.0919 memory: 18620 grad_norm: 3.2926 loss: 0.7983 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.8788 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.7983 2023/07/07 21:23:37 - mmengine - INFO - Epoch(train) [4][1340/2255] lr: 8.7187e-03 eta: 4:45:20 time: 1.7686 data_time: 0.0977 memory: 18620 grad_norm: 3.3520 loss: 0.7492 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7407 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.7492 2023/07/07 21:24:08 - mmengine - INFO - Epoch(train) [4][1360/2255] lr: 8.7187e-03 eta: 4:44:41 time: 1.5113 data_time: 0.0876 memory: 18620 grad_norm: 3.3599 loss: 0.9470 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.9470 2023/07/07 21:24:43 - mmengine - INFO - Epoch(train) [4][1380/2255] lr: 8.7187e-03 eta: 4:44:08 time: 1.7896 data_time: 0.0912 memory: 18620 grad_norm: 3.1508 loss: 1.0086 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 1.0086 2023/07/07 21:25:14 - mmengine - INFO - Epoch(train) [4][1400/2255] lr: 8.7187e-03 eta: 4:43:29 time: 1.5367 data_time: 0.0983 memory: 18620 grad_norm: 3.5467 loss: 0.9655 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8056 prec@top3: 0.2685 recall@top5: 0.8056 prec@top5: 0.1611 loss_action_cls: 0.9655 2023/07/07 21:25:49 - mmengine - INFO - Epoch(train) [4][1420/2255] lr: 8.7187e-03 eta: 4:42:55 time: 1.7473 data_time: 0.0951 memory: 18620 grad_norm: 3.3058 loss: 0.8192 recall@thr=0.5: 0.8846 prec@thr=0.5: 0.8846 recall@top3: 0.9615 prec@top3: 0.3205 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 0.8192 2023/07/07 21:26:17 - mmengine - INFO - Epoch(train) [4][1440/2255] lr: 8.7187e-03 eta: 4:42:13 time: 1.4174 data_time: 0.0931 memory: 18620 grad_norm: 3.4745 loss: 0.8525 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8125 prec@top5: 0.1625 loss_action_cls: 0.8525 2023/07/07 21:26:53 - mmengine - INFO - Epoch(train) [4][1460/2255] lr: 8.7187e-03 eta: 4:41:41 time: 1.7992 data_time: 0.1012 memory: 18620 grad_norm: 3.3332 loss: 0.8701 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7250 recall@top3: 0.7750 prec@top3: 0.2583 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.8701 2023/07/07 21:27:22 - mmengine - INFO - Epoch(train) [4][1480/2255] lr: 8.7187e-03 eta: 4:41:00 time: 1.4435 data_time: 0.1006 memory: 18620 grad_norm: 3.1013 loss: 0.7702 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.7702 2023/07/07 21:27:58 - mmengine - INFO - Epoch(train) [4][1500/2255] lr: 8.7187e-03 eta: 4:40:26 time: 1.7788 data_time: 0.0867 memory: 18620 grad_norm: 3.5170 loss: 0.8189 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7083 prec@top5: 0.1417 loss_action_cls: 0.8189 2023/07/07 21:28:28 - mmengine - INFO - Epoch(train) [4][1520/2255] lr: 8.7187e-03 eta: 4:39:47 time: 1.4930 data_time: 0.1033 memory: 18620 grad_norm: 3.5356 loss: 0.8819 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 0.8819 2023/07/07 21:29:01 - mmengine - INFO - Epoch(train) [4][1540/2255] lr: 8.7187e-03 eta: 4:39:12 time: 1.6912 data_time: 0.0884 memory: 18620 grad_norm: 3.3182 loss: 0.9327 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 0.9327 2023/07/07 21:29:32 - mmengine - INFO - Epoch(train) [4][1560/2255] lr: 8.7187e-03 eta: 4:38:33 time: 1.5322 data_time: 0.1025 memory: 18620 grad_norm: 3.2858 loss: 0.9571 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.9571 2023/07/07 21:30:07 - mmengine - INFO - Epoch(train) [4][1580/2255] lr: 8.7187e-03 eta: 4:37:58 time: 1.7277 data_time: 0.0954 memory: 18620 grad_norm: 3.6022 loss: 0.9519 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9167 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 0.9519 2023/07/07 21:30:36 - mmengine - INFO - Epoch(train) [4][1600/2255] lr: 8.7187e-03 eta: 4:37:19 time: 1.4832 data_time: 0.0892 memory: 18620 grad_norm: 3.7238 loss: 0.9418 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8889 recall@top3: 0.9444 prec@top3: 0.3148 recall@top5: 0.9444 prec@top5: 0.1889 loss_action_cls: 0.9418 2023/07/07 21:31:08 - mmengine - INFO - Epoch(train) [4][1620/2255] lr: 8.7187e-03 eta: 4:36:41 time: 1.5773 data_time: 0.1084 memory: 18620 grad_norm: 3.5520 loss: 0.7581 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.7581 2023/07/07 21:31:38 - mmengine - INFO - Epoch(train) [4][1640/2255] lr: 8.7187e-03 eta: 4:36:02 time: 1.5287 data_time: 0.0968 memory: 18620 grad_norm: 3.5557 loss: 0.9266 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.6071 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.9266 2023/07/07 21:32:14 - mmengine - INFO - Epoch(train) [4][1660/2255] lr: 8.7187e-03 eta: 4:35:30 time: 1.7947 data_time: 0.1038 memory: 18620 grad_norm: 3.3351 loss: 0.7472 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.7472 2023/07/07 21:32:46 - mmengine - INFO - Epoch(train) [4][1680/2255] lr: 8.7187e-03 eta: 4:34:52 time: 1.5677 data_time: 0.0844 memory: 18620 grad_norm: 3.1051 loss: 0.8772 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.9688 prec@top3: 0.3229 recall@top5: 0.9688 prec@top5: 0.1937 loss_action_cls: 0.8772 2023/07/07 21:33:19 - mmengine - INFO - Epoch(train) [4][1700/2255] lr: 8.7187e-03 eta: 4:34:16 time: 1.6807 data_time: 0.0960 memory: 18620 grad_norm: 3.0627 loss: 0.8701 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7187 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 0.8701 2023/07/07 21:33:49 - mmengine - INFO - Epoch(train) [4][1720/2255] lr: 8.7187e-03 eta: 4:33:37 time: 1.4858 data_time: 0.0929 memory: 18620 grad_norm: 3.6663 loss: 0.8575 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7083 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 0.8575 2023/07/07 21:34:23 - mmengine - INFO - Epoch(train) [4][1740/2255] lr: 8.7187e-03 eta: 4:33:02 time: 1.7063 data_time: 0.0919 memory: 18620 grad_norm: 3.3909 loss: 0.8610 recall@thr=0.5: 0.8039 prec@thr=0.5: 0.8039 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.8824 prec@top5: 0.1765 loss_action_cls: 0.8610 2023/07/07 21:34:55 - mmengine - INFO - Epoch(train) [4][1760/2255] lr: 8.7187e-03 eta: 4:32:25 time: 1.5700 data_time: 0.0841 memory: 18620 grad_norm: 3.9242 loss: 0.7944 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8788 prec@top3: 0.2929 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 0.7944 2023/07/07 21:35:29 - mmengine - INFO - Epoch(train) [4][1780/2255] lr: 8.7187e-03 eta: 4:31:50 time: 1.7310 data_time: 0.0951 memory: 18620 grad_norm: 3.0082 loss: 0.8665 recall@thr=0.5: 0.8710 prec@thr=0.5: 0.8710 recall@top3: 0.9677 prec@top3: 0.3226 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.8665 2023/07/07 21:36:00 - mmengine - INFO - Epoch(train) [4][1800/2255] lr: 8.7187e-03 eta: 4:31:12 time: 1.5352 data_time: 0.0843 memory: 18620 grad_norm: 3.3267 loss: 0.9084 recall@thr=0.5: 0.5600 prec@thr=0.5: 0.5600 recall@top3: 0.6400 prec@top3: 0.2133 recall@top5: 0.7200 prec@top5: 0.1440 loss_action_cls: 0.9084 2023/07/07 21:36:36 - mmengine - INFO - Epoch(train) [4][1820/2255] lr: 8.7187e-03 eta: 4:30:39 time: 1.7818 data_time: 0.0898 memory: 18620 grad_norm: 3.1674 loss: 0.9157 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.9157 2023/07/07 21:37:05 - mmengine - INFO - Epoch(train) [4][1840/2255] lr: 8.7187e-03 eta: 4:29:59 time: 1.4566 data_time: 0.0928 memory: 18620 grad_norm: 3.2150 loss: 0.8875 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7917 prec@top5: 0.1583 loss_action_cls: 0.8875 2023/07/07 21:37:40 - mmengine - INFO - Epoch(train) [4][1860/2255] lr: 8.7187e-03 eta: 4:29:25 time: 1.7454 data_time: 0.1200 memory: 18620 grad_norm: 3.2050 loss: 0.8150 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.7750 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.8150 2023/07/07 21:38:09 - mmengine - INFO - Epoch(train) [4][1880/2255] lr: 8.7187e-03 eta: 4:28:46 time: 1.4644 data_time: 0.0850 memory: 18620 grad_norm: 3.0258 loss: 0.8801 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.8801 2023/07/07 21:38:44 - mmengine - INFO - Epoch(train) [4][1900/2255] lr: 8.7187e-03 eta: 4:28:12 time: 1.7674 data_time: 0.0919 memory: 18620 grad_norm: 3.1041 loss: 0.7968 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7308 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.7968 2023/07/07 21:39:14 - mmengine - INFO - Epoch(train) [4][1920/2255] lr: 8.7187e-03 eta: 4:27:33 time: 1.4910 data_time: 0.0945 memory: 18620 grad_norm: 3.1609 loss: 0.8408 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9444 prec@top5: 0.1889 loss_action_cls: 0.8408 2023/07/07 21:39:46 - mmengine - INFO - Epoch(train) [4][1940/2255] lr: 8.7187e-03 eta: 4:26:56 time: 1.5726 data_time: 0.1147 memory: 18620 grad_norm: 3.2818 loss: 0.8635 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.8635 2023/07/07 21:40:16 - mmengine - INFO - Epoch(train) [4][1960/2255] lr: 8.7187e-03 eta: 4:26:17 time: 1.5040 data_time: 0.0985 memory: 18620 grad_norm: 3.3686 loss: 0.7388 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 0.7388 2023/07/07 21:40:50 - mmengine - INFO - Epoch(train) [4][1980/2255] lr: 8.7187e-03 eta: 4:25:43 time: 1.7362 data_time: 0.1018 memory: 18620 grad_norm: 3.2836 loss: 0.8599 recall@thr=0.5: 0.6087 prec@thr=0.5: 0.6087 recall@top3: 0.7391 prec@top3: 0.2464 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 0.8599 2023/07/07 21:41:19 - mmengine - INFO - Epoch(train) [4][2000/2255] lr: 8.7187e-03 eta: 4:25:03 time: 1.4449 data_time: 0.1068 memory: 18620 grad_norm: 3.4227 loss: 0.8621 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.7879 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.8621 2023/07/07 21:41:54 - mmengine - INFO - Epoch(train) [4][2020/2255] lr: 8.7187e-03 eta: 4:24:30 time: 1.7593 data_time: 0.1071 memory: 18620 grad_norm: 3.4130 loss: 0.9279 recall@thr=0.5: 0.7561 prec@thr=0.5: 0.7561 recall@top3: 0.8780 prec@top3: 0.2927 recall@top5: 0.9024 prec@top5: 0.1805 loss_action_cls: 0.9279 2023/07/07 21:42:25 - mmengine - INFO - Epoch(train) [4][2040/2255] lr: 8.7187e-03 eta: 4:23:51 time: 1.5307 data_time: 0.0876 memory: 18620 grad_norm: 3.6356 loss: 0.8815 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8529 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.8824 prec@top5: 0.1765 loss_action_cls: 0.8815 2023/07/07 21:42:59 - mmengine - INFO - Epoch(train) [4][2060/2255] lr: 8.7187e-03 eta: 4:23:17 time: 1.6953 data_time: 0.0892 memory: 18620 grad_norm: 3.2401 loss: 0.7993 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8125 prec@top3: 0.2708 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 0.7993 2023/07/07 21:43:29 - mmengine - INFO - Epoch(train) [4][2080/2255] lr: 8.7187e-03 eta: 4:22:38 time: 1.5039 data_time: 0.0885 memory: 18620 grad_norm: 3.0656 loss: 0.8409 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.8611 recall@top3: 0.8611 prec@top3: 0.2870 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8409 2023/07/07 21:44:01 - mmengine - INFO - Epoch(train) [4][2100/2255] lr: 8.7187e-03 eta: 4:22:02 time: 1.6197 data_time: 0.1057 memory: 18620 grad_norm: 3.0739 loss: 0.8545 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7059 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 0.8545 2023/07/07 21:44:33 - mmengine - INFO - Epoch(train) [4][2120/2255] lr: 8.7187e-03 eta: 4:21:25 time: 1.5971 data_time: 0.0849 memory: 18620 grad_norm: 3.2953 loss: 0.9089 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.6522 recall@top3: 0.6522 prec@top3: 0.2174 recall@top5: 0.6957 prec@top5: 0.1391 loss_action_cls: 0.9089 2023/07/07 21:45:07 - mmengine - INFO - Epoch(train) [4][2140/2255] lr: 8.7187e-03 eta: 4:20:50 time: 1.6688 data_time: 0.0893 memory: 18620 grad_norm: 3.2194 loss: 0.8720 recall@thr=0.5: 0.7714 prec@thr=0.5: 0.7714 recall@top3: 0.7714 prec@top3: 0.2571 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8720 2023/07/07 21:45:37 - mmengine - INFO - Epoch(train) [4][2160/2255] lr: 8.7187e-03 eta: 4:20:11 time: 1.4996 data_time: 0.0906 memory: 18620 grad_norm: 3.3456 loss: 0.9704 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6875 recall@top3: 0.7188 prec@top3: 0.2396 recall@top5: 0.7812 prec@top5: 0.1562 loss_action_cls: 0.9704 2023/07/07 21:46:08 - mmengine - INFO - Epoch(train) [4][2180/2255] lr: 8.7187e-03 eta: 4:19:34 time: 1.5807 data_time: 0.0911 memory: 18620 grad_norm: 3.6151 loss: 0.8483 recall@thr=0.5: 0.7115 prec@thr=0.5: 0.7115 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.8483 2023/07/07 21:46:39 - mmengine - INFO - Epoch(train) [4][2200/2255] lr: 8.7187e-03 eta: 4:18:56 time: 1.5164 data_time: 0.1090 memory: 18620 grad_norm: 3.1974 loss: 0.8737 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.5833 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7500 prec@top5: 0.1500 loss_action_cls: 0.8737 2023/07/07 21:47:14 - mmengine - INFO - Epoch(train) [4][2220/2255] lr: 8.7187e-03 eta: 4:18:23 time: 1.7595 data_time: 0.0886 memory: 18620 grad_norm: 3.2980 loss: 0.8989 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9143 prec@top3: 0.3048 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 0.8989 2023/07/07 21:47:39 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 21:47:45 - mmengine - INFO - Epoch(train) [4][2240/2255] lr: 8.7187e-03 eta: 4:17:45 time: 1.5357 data_time: 0.0886 memory: 18620 grad_norm: 3.1580 loss: 0.8163 recall@thr=0.5: 0.4545 prec@thr=0.5: 0.4545 recall@top3: 0.7273 prec@top3: 0.2424 recall@top5: 0.7273 prec@top5: 0.1455 loss_action_cls: 0.8163 2023/07/07 21:48:00 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 21:48:00 - mmengine - INFO - Epoch(train) [4][2255/2255] lr: 8.7187e-03 eta: 4:17:10 time: 1.0640 data_time: 0.0583 memory: 18620 grad_norm: 3.3504 loss: 0.8722 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7917 prec@top5: 0.1583 loss_action_cls: 0.8722 2023/07/07 21:48:00 - mmengine - INFO - Saving checkpoint at 4 epochs 2023/07/07 21:48:08 - mmengine - INFO - Epoch(val) [4][ 20/12617] eta: 0:24:10 time: 0.1151 data_time: 0.0743 memory: 730 2023/07/07 21:48:09 - mmengine - INFO - Epoch(val) [4][ 40/12617] eta: 0:18:46 time: 0.0640 data_time: 0.0261 memory: 730 2023/07/07 21:48:10 - mmengine - INFO - Epoch(val) [4][ 60/12617] eta: 0:17:04 time: 0.0658 data_time: 0.0287 memory: 730 2023/07/07 21:48:12 - mmengine - INFO - Epoch(val) [4][ 80/12617] eta: 0:16:42 time: 0.0749 data_time: 0.0369 memory: 730 2023/07/07 21:48:13 - mmengine - INFO - Epoch(val) [4][ 100/12617] eta: 0:16:41 time: 0.0803 data_time: 0.0441 memory: 730 2023/07/07 21:48:15 - mmengine - INFO - Epoch(val) [4][ 120/12617] eta: 0:16:00 time: 0.0612 data_time: 0.0244 memory: 730 2023/07/07 21:48:16 - mmengine - INFO - Epoch(val) [4][ 140/12617] eta: 0:15:56 time: 0.0754 data_time: 0.0372 memory: 730 2023/07/07 21:48:17 - mmengine - INFO - Epoch(val) [4][ 160/12617] eta: 0:15:32 time: 0.0621 data_time: 0.0246 memory: 730 2023/07/07 21:48:19 - mmengine - INFO - Epoch(val) [4][ 180/12617] eta: 0:15:28 time: 0.0731 data_time: 0.0335 memory: 730 2023/07/07 21:48:20 - mmengine - INFO - Epoch(val) [4][ 200/12617] eta: 0:15:12 time: 0.0630 data_time: 0.0247 memory: 730 2023/07/07 21:48:22 - mmengine - INFO - Epoch(val) [4][ 220/12617] eta: 0:15:12 time: 0.0746 data_time: 0.0374 memory: 730 2023/07/07 21:48:23 - mmengine - INFO - Epoch(val) [4][ 240/12617] eta: 0:15:04 time: 0.0680 data_time: 0.0275 memory: 730 2023/07/07 21:48:24 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [4][ 1120/12617] eta: 0:13:53 time: 0.0851 data_time: 0.0468 memory: 730 2023/07/07 21:49:28 - mmengine - INFO - Epoch(val) [4][ 1140/12617] eta: 0:13:51 time: 0.0695 data_time: 0.0301 memory: 730 2023/07/07 21:49:30 - mmengine - INFO - Epoch(val) [4][ 1160/12617] eta: 0:13:50 time: 0.0708 data_time: 0.0317 memory: 730 2023/07/07 21:49:31 - mmengine - INFO - Epoch(val) [4][ 1180/12617] eta: 0:13:46 time: 0.0636 data_time: 0.0242 memory: 730 2023/07/07 21:49:33 - mmengine - INFO - Epoch(val) [4][ 1200/12617] eta: 0:13:47 time: 0.0841 data_time: 0.0468 memory: 730 2023/07/07 21:49:34 - mmengine - INFO - Epoch(val) [4][ 1220/12617] eta: 0:13:45 time: 0.0700 data_time: 0.0306 memory: 730 2023/07/07 21:49:36 - mmengine - INFO - Epoch(val) [4][ 1240/12617] eta: 0:13:44 time: 0.0738 data_time: 0.0356 memory: 730 2023/07/07 21:49:37 - mmengine - INFO - Epoch(val) [4][ 1260/12617] eta: 0:13:41 time: 0.0648 data_time: 0.0260 memory: 730 2023/07/07 21:49:38 - mmengine - INFO - Epoch(val) [4][ 1280/12617] eta: 0:13:41 time: 0.0783 data_time: 0.0395 memory: 730 2023/07/07 21:49:40 - mmengine - INFO - Epoch(val) [4][ 1300/12617] eta: 0:13:39 time: 0.0720 data_time: 0.0355 memory: 730 2023/07/07 21:49:41 - mmengine - INFO - Epoch(val) [4][ 1320/12617] eta: 0:13:37 time: 0.0689 data_time: 0.0296 memory: 730 2023/07/07 21:49:43 - mmengine - INFO - Epoch(val) [4][ 1340/12617] eta: 0:13:34 time: 0.0636 data_time: 0.0254 memory: 730 2023/07/07 21:49:44 - mmengine - INFO - Epoch(val) [4][ 1360/12617] eta: 0:13:33 time: 0.0718 data_time: 0.0334 memory: 730 2023/07/07 21:49:45 - mmengine - INFO - Epoch(val) [4][ 1380/12617] eta: 0:13:31 time: 0.0682 data_time: 0.0285 memory: 730 2023/07/07 21:49:47 - mmengine - INFO - Epoch(val) [4][ 1400/12617] eta: 0:13:30 time: 0.0745 data_time: 0.0369 memory: 730 2023/07/07 21:49:48 - mmengine - INFO - Epoch(val) [4][ 1420/12617] eta: 0:13:26 time: 0.0592 data_time: 0.0217 memory: 730 2023/07/07 21:49:49 - mmengine - INFO - Epoch(val) [4][ 1440/12617] eta: 0:13:24 time: 0.0690 data_time: 0.0305 memory: 730 2023/07/07 21:49:51 - mmengine - INFO - Epoch(val) [4][ 1460/12617] eta: 0:13:21 time: 0.0622 data_time: 0.0255 memory: 730 2023/07/07 21:49:52 - mmengine - INFO - Epoch(val) [4][ 1480/12617] eta: 0:13:21 time: 0.0786 data_time: 0.0408 memory: 730 2023/07/07 21:49:54 - mmengine - INFO - Epoch(val) [4][ 1500/12617] eta: 0:13:18 time: 0.0645 data_time: 0.0235 memory: 730 2023/07/07 21:49:55 - mmengine - INFO - Epoch(val) [4][ 1520/12617] eta: 0:13:18 time: 0.0792 data_time: 0.0411 memory: 730 2023/07/07 21:49:56 - mmengine - INFO - Epoch(val) [4][ 1540/12617] eta: 0:13:14 time: 0.0573 data_time: 0.0187 memory: 730 2023/07/07 21:49:58 - mmengine - INFO - Epoch(val) [4][ 1560/12617] eta: 0:13:15 time: 0.0851 data_time: 0.0481 memory: 730 2023/07/07 21:49:59 - mmengine - INFO - Epoch(val) [4][ 1580/12617] eta: 0:13:13 time: 0.0685 data_time: 0.0297 memory: 730 2023/07/07 21:50:01 - mmengine - INFO - Epoch(val) [4][ 1600/12617] eta: 0:13:11 time: 0.0701 data_time: 0.0332 memory: 730 2023/07/07 21:50:02 - mmengine - INFO - Epoch(val) [4][ 1620/12617] eta: 0:13:12 time: 0.0849 data_time: 0.0478 memory: 730 2023/07/07 21:50:04 - mmengine - INFO - Epoch(val) [4][ 1640/12617] eta: 0:13:11 time: 0.0783 data_time: 0.0412 memory: 730 2023/07/07 21:50:05 - mmengine - INFO - Epoch(val) [4][ 1660/12617] eta: 0:13:08 time: 0.0597 data_time: 0.0208 memory: 730 2023/07/07 21:50:07 - mmengine - INFO - Epoch(val) [4][ 1680/12617] eta: 0:13:08 time: 0.0822 data_time: 0.0434 memory: 730 2023/07/07 21:50:08 - mmengine - INFO - Epoch(val) [4][ 1700/12617] eta: 0:13:06 time: 0.0670 data_time: 0.0298 memory: 730 2023/07/07 21:50:10 - mmengine - INFO - Epoch(val) [4][ 1720/12617] eta: 0:13:03 time: 0.0633 data_time: 0.0260 memory: 730 2023/07/07 21:50:11 - mmengine - INFO - Epoch(val) [4][ 1740/12617] eta: 0:13:01 time: 0.0645 data_time: 0.0246 memory: 730 2023/07/07 21:50:12 - mmengine - INFO - Epoch(val) [4][ 1760/12617] eta: 0:13:00 time: 0.0744 data_time: 0.0342 memory: 730 2023/07/07 21:50:14 - mmengine - INFO - Epoch(val) [4][ 1780/12617] eta: 0:12:58 time: 0.0695 data_time: 0.0334 memory: 730 2023/07/07 21:50:15 - mmengine - INFO - Epoch(val) [4][ 1800/12617] eta: 0:12:56 time: 0.0714 data_time: 0.0328 memory: 730 2023/07/07 21:50:16 - mmengine - INFO - Epoch(val) [4][ 1820/12617] eta: 0:12:54 time: 0.0597 data_time: 0.0225 memory: 730 2023/07/07 21:50:18 - mmengine - INFO - Epoch(val) [4][ 1840/12617] eta: 0:12:51 time: 0.0634 data_time: 0.0257 memory: 730 2023/07/07 21:50:19 - mmengine - INFO - Epoch(val) [4][ 1860/12617] eta: 0:12:50 time: 0.0758 data_time: 0.0348 memory: 730 2023/07/07 21:50:21 - mmengine - INFO - Epoch(val) [4][ 1880/12617] eta: 0:12:50 time: 0.0786 data_time: 0.0390 memory: 730 2023/07/07 21:50:22 - mmengine - INFO - Epoch(val) [4][ 1900/12617] eta: 0:12:47 time: 0.0625 data_time: 0.0243 memory: 730 2023/07/07 21:50:24 - mmengine - INFO - Epoch(val) [4][ 1920/12617] eta: 0:12:46 time: 0.0751 data_time: 0.0378 memory: 730 2023/07/07 21:50:25 - mmengine - INFO - Epoch(val) [4][ 1940/12617] eta: 0:12:45 time: 0.0735 data_time: 0.0358 memory: 730 2023/07/07 21:50:26 - mmengine - INFO - Epoch(val) [4][ 1960/12617] eta: 0:12:44 time: 0.0742 data_time: 0.0370 memory: 730 2023/07/07 21:50:28 - mmengine - INFO - Epoch(val) [4][ 1980/12617] eta: 0:12:42 time: 0.0715 data_time: 0.0333 memory: 730 2023/07/07 21:50:29 - mmengine - INFO - Epoch(val) [4][ 2000/12617] eta: 0:12:41 time: 0.0716 data_time: 0.0344 memory: 730 2023/07/07 21:50:31 - mmengine - INFO - Epoch(val) [4][ 2020/12617] eta: 0:12:39 time: 0.0676 data_time: 0.0301 memory: 730 2023/07/07 21:50:32 - mmengine - INFO - Epoch(val) [4][ 2040/12617] eta: 0:12:38 time: 0.0755 data_time: 0.0383 memory: 730 2023/07/07 21:50:33 - mmengine - INFO - Epoch(val) [4][ 2060/12617] eta: 0:12:35 time: 0.0566 data_time: 0.0196 memory: 730 2023/07/07 21:50:35 - mmengine - INFO - Epoch(val) [4][ 2080/12617] eta: 0:12:34 time: 0.0809 data_time: 0.0423 memory: 730 2023/07/07 21:50:36 - mmengine - INFO - Epoch(val) [4][ 2100/12617] eta: 0:12:33 time: 0.0715 data_time: 0.0332 memory: 730 2023/07/07 21:50:38 - mmengine - INFO - Epoch(val) [4][ 2120/12617] eta: 0:12:31 time: 0.0651 data_time: 0.0288 memory: 730 2023/07/07 21:50:39 - mmengine - INFO - Epoch(val) [4][ 2140/12617] eta: 0:12:29 time: 0.0628 data_time: 0.0251 memory: 730 2023/07/07 21:50:40 - mmengine - INFO - Epoch(val) [4][ 2160/12617] eta: 0:12:27 time: 0.0648 data_time: 0.0274 memory: 730 2023/07/07 21:50:42 - mmengine - INFO - Epoch(val) [4][ 2180/12617] eta: 0:12:25 time: 0.0712 data_time: 0.0332 memory: 730 2023/07/07 21:50:43 - mmengine - INFO - Epoch(val) [4][ 2200/12617] eta: 0:12:23 time: 0.0607 data_time: 0.0230 memory: 730 2023/07/07 21:50:45 - mmengine - INFO - Epoch(val) [4][ 2220/12617] eta: 0:12:22 time: 0.0773 data_time: 0.0400 memory: 730 2023/07/07 21:50:46 - mmengine - INFO - Epoch(val) [4][ 2240/12617] eta: 0:12:20 time: 0.0708 data_time: 0.0352 memory: 730 2023/07/07 21:50:47 - mmengine - INFO - Epoch(val) [4][ 2260/12617] eta: 0:12:19 time: 0.0776 data_time: 0.0415 memory: 730 2023/07/07 21:50:49 - mmengine - INFO - Epoch(val) [4][ 2280/12617] eta: 0:12:17 time: 0.0657 data_time: 0.0284 memory: 730 2023/07/07 21:50:50 - mmengine - INFO - Epoch(val) [4][ 2300/12617] eta: 0:12:17 time: 0.0824 data_time: 0.0427 memory: 730 2023/07/07 21:50:52 - mmengine - INFO - Epoch(val) [4][ 2320/12617] eta: 0:12:15 time: 0.0630 data_time: 0.0252 memory: 730 2023/07/07 21:50:53 - mmengine - INFO - Epoch(val) [4][ 2340/12617] eta: 0:12:14 time: 0.0730 data_time: 0.0362 memory: 730 2023/07/07 21:50:55 - mmengine - INFO - Epoch(val) [4][ 2360/12617] eta: 0:12:12 time: 0.0689 data_time: 0.0333 memory: 730 2023/07/07 21:50:56 - mmengine - INFO - Epoch(val) [4][ 2380/12617] eta: 0:12:10 time: 0.0655 data_time: 0.0281 memory: 730 2023/07/07 21:50:57 - mmengine - INFO - Epoch(val) [4][ 2400/12617] eta: 0:12:08 time: 0.0634 data_time: 0.0266 memory: 730 2023/07/07 21:50:59 - mmengine - INFO - Epoch(val) [4][ 2420/12617] eta: 0:12:07 time: 0.0723 data_time: 0.0339 memory: 730 2023/07/07 21:51:00 - mmengine - INFO - Epoch(val) [4][ 2440/12617] eta: 0:12:05 time: 0.0683 data_time: 0.0308 memory: 730 2023/07/07 21:51:01 - mmengine - INFO - Epoch(val) [4][ 2460/12617] eta: 0:12:04 time: 0.0742 data_time: 0.0375 memory: 730 2023/07/07 21:51:03 - mmengine - INFO - Epoch(val) [4][ 2480/12617] eta: 0:12:01 time: 0.0608 data_time: 0.0235 memory: 730 2023/07/07 21:51:04 - mmengine - INFO - Epoch(val) [4][ 2500/12617] eta: 0:12:00 time: 0.0740 data_time: 0.0368 memory: 730 2023/07/07 21:51:06 - mmengine - INFO - Epoch(val) [4][ 2520/12617] eta: 0:11:59 time: 0.0730 data_time: 0.0364 memory: 730 2023/07/07 21:51:07 - mmengine - INFO - Epoch(val) [4][ 2540/12617] eta: 0:11:58 time: 0.0765 data_time: 0.0394 memory: 730 2023/07/07 21:51:09 - mmengine - INFO - Epoch(val) [4][ 2560/12617] eta: 0:11:56 time: 0.0669 data_time: 0.0308 memory: 730 2023/07/07 21:51:10 - mmengine - INFO - Epoch(val) [4][ 2580/12617] eta: 0:11:55 time: 0.0787 data_time: 0.0411 memory: 730 2023/07/07 21:51:11 - mmengine - INFO - Epoch(val) [4][ 2600/12617] eta: 0:11:53 time: 0.0607 data_time: 0.0248 memory: 730 2023/07/07 21:51:13 - mmengine - INFO - Epoch(val) [4][ 2620/12617] eta: 0:11:51 time: 0.0600 data_time: 0.0221 memory: 730 2023/07/07 21:51:14 - mmengine - INFO - Epoch(val) [4][ 2640/12617] eta: 0:11:49 time: 0.0702 data_time: 0.0342 memory: 730 2023/07/07 21:51:15 - mmengine - INFO - Epoch(val) [4][ 2660/12617] eta: 0:11:48 time: 0.0717 data_time: 0.0346 memory: 730 2023/07/07 21:51:17 - mmengine - INFO - Epoch(val) [4][ 2680/12617] eta: 0:11:46 time: 0.0672 data_time: 0.0294 memory: 730 2023/07/07 21:51:18 - mmengine - INFO - Epoch(val) [4][ 2700/12617] eta: 0:11:45 time: 0.0761 data_time: 0.0392 memory: 730 2023/07/07 21:51:19 - mmengine - INFO - Epoch(val) [4][ 2720/12617] eta: 0:11:43 time: 0.0559 data_time: 0.0188 memory: 730 2023/07/07 21:51:21 - mmengine - INFO - Epoch(val) [4][ 2740/12617] eta: 0:11:42 time: 0.0797 data_time: 0.0432 memory: 730 2023/07/07 21:51:22 - mmengine - INFO - Epoch(val) [4][ 2760/12617] eta: 0:11:40 time: 0.0619 data_time: 0.0252 memory: 730 2023/07/07 21:51:24 - mmengine - INFO - Epoch(val) [4][ 2780/12617] eta: 0:11:39 time: 0.0769 data_time: 0.0395 memory: 730 2023/07/07 21:51:25 - mmengine - INFO - Epoch(val) [4][ 2800/12617] eta: 0:11:37 time: 0.0682 data_time: 0.0302 memory: 730 2023/07/07 21:51:27 - mmengine - INFO - Epoch(val) [4][ 2820/12617] eta: 0:11:36 time: 0.0765 data_time: 0.0400 memory: 730 2023/07/07 21:51:28 - mmengine - INFO - Epoch(val) [4][ 2840/12617] eta: 0:11:34 time: 0.0567 data_time: 0.0201 memory: 730 2023/07/07 21:51:30 - mmengine - INFO - Epoch(val) [4][ 2860/12617] eta: 0:11:33 time: 0.0899 data_time: 0.0535 memory: 730 2023/07/07 21:51:32 - mmengine - INFO - Epoch(val) [4][ 2880/12617] eta: 0:11:34 time: 0.0930 data_time: 0.0556 memory: 730 2023/07/07 21:51:33 - mmengine - INFO - Epoch(val) [4][ 2900/12617] eta: 0:11:33 time: 0.0900 data_time: 0.0522 memory: 730 2023/07/07 21:51:35 - mmengine - INFO - Epoch(val) [4][ 2920/12617] eta: 0:11:32 time: 0.0730 data_time: 0.0361 memory: 730 2023/07/07 21:51:36 - mmengine - INFO - Epoch(val) [4][ 2940/12617] eta: 0:11:30 time: 0.0677 data_time: 0.0308 memory: 730 2023/07/07 21:51:38 - mmengine - INFO - Epoch(val) [4][ 2960/12617] eta: 0:11:29 time: 0.0739 data_time: 0.0363 memory: 730 2023/07/07 21:51:39 - mmengine - INFO - Epoch(val) [4][ 2980/12617] eta: 0:11:28 time: 0.0722 data_time: 0.0348 memory: 730 2023/07/07 21:51:41 - mmengine - INFO - Epoch(val) [4][ 3000/12617] eta: 0:11:27 time: 0.0812 data_time: 0.0443 memory: 730 2023/07/07 21:51:42 - mmengine - INFO - Epoch(val) [4][ 3020/12617] eta: 0:11:25 time: 0.0701 data_time: 0.0324 memory: 730 2023/07/07 21:51:43 - mmengine - INFO - Epoch(val) [4][ 3040/12617] eta: 0:11:24 time: 0.0686 data_time: 0.0317 memory: 730 2023/07/07 21:51:45 - mmengine - INFO - Epoch(val) [4][ 3060/12617] eta: 0:11:22 time: 0.0666 data_time: 0.0286 memory: 730 2023/07/07 21:51:46 - mmengine - INFO - Epoch(val) [4][ 3080/12617] eta: 0:11:21 time: 0.0695 data_time: 0.0335 memory: 730 2023/07/07 21:51:47 - mmengine - INFO - Epoch(val) [4][ 3100/12617] eta: 0:11:19 time: 0.0630 data_time: 0.0266 memory: 730 2023/07/07 21:51:49 - mmengine - INFO - Epoch(val) [4][ 3120/12617] eta: 0:11:17 time: 0.0692 data_time: 0.0319 memory: 730 2023/07/07 21:51:50 - mmengine - INFO - Epoch(val) [4][ 3140/12617] eta: 0:11:15 time: 0.0679 data_time: 0.0310 memory: 730 2023/07/07 21:51:52 - 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mmengine - INFO - Epoch(val) [4][ 3840/12617] eta: 0:10:24 time: 0.0639 data_time: 0.0256 memory: 730 2023/07/07 21:52:41 - mmengine - INFO - Epoch(val) [4][ 3860/12617] eta: 0:10:22 time: 0.0712 data_time: 0.0335 memory: 730 2023/07/07 21:52:42 - mmengine - INFO - Epoch(val) [4][ 3880/12617] eta: 0:10:20 time: 0.0646 data_time: 0.0271 memory: 730 2023/07/07 21:52:44 - mmengine - INFO - Epoch(val) [4][ 3900/12617] eta: 0:10:19 time: 0.0716 data_time: 0.0334 memory: 730 2023/07/07 21:52:45 - mmengine - INFO - Epoch(val) [4][ 3920/12617] eta: 0:10:18 time: 0.0744 data_time: 0.0373 memory: 730 2023/07/07 21:52:47 - mmengine - INFO - Epoch(val) [4][ 3940/12617] eta: 0:10:17 time: 0.0858 data_time: 0.0495 memory: 730 2023/07/07 21:52:49 - mmengine - INFO - Epoch(val) [4][ 3960/12617] eta: 0:10:16 time: 0.0835 data_time: 0.0482 memory: 730 2023/07/07 21:52:51 - mmengine - INFO - Epoch(val) [4][ 3980/12617] eta: 0:10:16 time: 0.0988 data_time: 0.0630 memory: 730 2023/07/07 21:52:52 - mmengine - INFO - Epoch(val) [4][ 4000/12617] eta: 0:10:15 time: 0.0857 data_time: 0.0498 memory: 730 2023/07/07 21:52:54 - mmengine - INFO - Epoch(val) [4][ 4020/12617] eta: 0:10:14 time: 0.0719 data_time: 0.0361 memory: 730 2023/07/07 21:52:55 - mmengine - INFO - Epoch(val) [4][ 4040/12617] eta: 0:10:12 time: 0.0629 data_time: 0.0256 memory: 730 2023/07/07 21:52:57 - mmengine - INFO - Epoch(val) [4][ 4060/12617] eta: 0:10:11 time: 0.0756 data_time: 0.0388 memory: 730 2023/07/07 21:52:58 - mmengine - INFO - Epoch(val) [4][ 4080/12617] eta: 0:10:09 time: 0.0688 data_time: 0.0318 memory: 730 2023/07/07 21:53:00 - mmengine - INFO - Epoch(val) [4][ 4100/12617] eta: 0:10:08 time: 0.0876 data_time: 0.0512 memory: 730 2023/07/07 21:53:01 - mmengine - INFO - Epoch(val) [4][ 4120/12617] eta: 0:10:07 time: 0.0737 data_time: 0.0383 memory: 730 2023/07/07 21:53:03 - mmengine - INFO - Epoch(val) [4][ 4140/12617] eta: 0:10:06 time: 0.0772 data_time: 0.0403 memory: 730 2023/07/07 21:53:04 - mmengine - INFO - Epoch(val) [4][ 4160/12617] eta: 0:10:04 time: 0.0713 data_time: 0.0326 memory: 730 2023/07/07 21:53:06 - mmengine - INFO - Epoch(val) [4][ 4180/12617] eta: 0:10:03 time: 0.0799 data_time: 0.0409 memory: 730 2023/07/07 21:53:07 - mmengine - INFO - Epoch(val) [4][ 4200/12617] eta: 0:10:02 time: 0.0644 data_time: 0.0283 memory: 730 2023/07/07 21:53:09 - mmengine - INFO - Epoch(val) [4][ 4220/12617] eta: 0:10:00 time: 0.0788 data_time: 0.0426 memory: 730 2023/07/07 21:53:10 - mmengine - INFO - Epoch(val) [4][ 4240/12617] eta: 0:09:59 time: 0.0663 data_time: 0.0306 memory: 730 2023/07/07 21:53:12 - mmengine - INFO - Epoch(val) [4][ 4260/12617] eta: 0:09:58 time: 0.0771 data_time: 0.0383 memory: 730 2023/07/07 21:53:13 - mmengine - INFO - Epoch(val) [4][ 4280/12617] eta: 0:09:56 time: 0.0690 data_time: 0.0326 memory: 730 2023/07/07 21:53:14 - mmengine - INFO - Epoch(val) [4][ 4300/12617] eta: 0:09:55 time: 0.0728 data_time: 0.0356 memory: 730 2023/07/07 21:53:16 - mmengine - INFO - Epoch(val) [4][ 4320/12617] eta: 0:09:53 time: 0.0758 data_time: 0.0392 memory: 730 2023/07/07 21:53:17 - mmengine - INFO - Epoch(val) [4][ 4340/12617] eta: 0:09:52 time: 0.0763 data_time: 0.0388 memory: 730 2023/07/07 21:53:19 - mmengine - INFO - Epoch(val) [4][ 4360/12617] eta: 0:09:51 time: 0.0770 data_time: 0.0383 memory: 730 2023/07/07 21:53:20 - mmengine - INFO - Epoch(val) [4][ 4380/12617] eta: 0:09:50 time: 0.0724 data_time: 0.0352 memory: 730 2023/07/07 21:53:22 - mmengine - INFO - Epoch(val) [4][ 4400/12617] eta: 0:09:48 time: 0.0800 data_time: 0.0434 memory: 730 2023/07/07 21:53:24 - mmengine - INFO - Epoch(val) [4][ 4420/12617] eta: 0:09:47 time: 0.0774 data_time: 0.0419 memory: 730 2023/07/07 21:53:26 - mmengine - INFO - Epoch(val) [4][ 4440/12617] eta: 0:09:47 time: 0.0972 data_time: 0.0596 memory: 730 2023/07/07 21:53:27 - mmengine - INFO - Epoch(val) [4][ 4460/12617] eta: 0:09:46 time: 0.0797 data_time: 0.0436 memory: 730 2023/07/07 21:53:29 - mmengine - INFO - Epoch(val) [4][ 4480/12617] eta: 0:09:45 time: 0.0852 data_time: 0.0483 memory: 730 2023/07/07 21:53:30 - mmengine - INFO - Epoch(val) [4][ 4500/12617] eta: 0:09:43 time: 0.0803 data_time: 0.0443 memory: 730 2023/07/07 21:53:32 - mmengine - INFO - Epoch(val) [4][ 4520/12617] eta: 0:09:42 time: 0.0783 data_time: 0.0417 memory: 730 2023/07/07 21:53:33 - mmengine - INFO - Epoch(val) [4][ 4540/12617] eta: 0:09:40 time: 0.0631 data_time: 0.0271 memory: 730 2023/07/07 21:53:35 - mmengine - INFO - Epoch(val) [4][ 4560/12617] eta: 0:09:39 time: 0.0735 data_time: 0.0376 memory: 730 2023/07/07 21:53:36 - mmengine - INFO - Epoch(val) [4][ 4580/12617] eta: 0:09:37 time: 0.0665 data_time: 0.0301 memory: 730 2023/07/07 21:53:38 - mmengine - INFO - Epoch(val) [4][ 4600/12617] eta: 0:09:36 time: 0.0847 data_time: 0.0474 memory: 730 2023/07/07 21:53:40 - mmengine - INFO - Epoch(val) [4][ 4620/12617] eta: 0:09:36 time: 0.0899 data_time: 0.0541 memory: 730 2023/07/07 21:53:42 - mmengine - INFO - Epoch(val) [4][ 4640/12617] eta: 0:09:35 time: 0.1030 data_time: 0.0459 memory: 730 2023/07/07 21:53:43 - mmengine - INFO - Epoch(val) [4][ 4660/12617] eta: 0:09:34 time: 0.0789 data_time: 0.0436 memory: 730 2023/07/07 21:53:45 - mmengine - 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mmengine - INFO - Epoch(val) [4][ 6220/12617] eta: 0:08:08 time: 0.0684 data_time: 0.0310 memory: 730 2023/07/07 21:56:04 - mmengine - INFO - Epoch(val) [4][ 6240/12617] eta: 0:08:07 time: 0.0801 data_time: 0.0431 memory: 730 2023/07/07 21:56:06 - mmengine - INFO - Epoch(val) [4][ 6260/12617] eta: 0:08:05 time: 0.0669 data_time: 0.0294 memory: 730 2023/07/07 21:56:07 - mmengine - INFO - Epoch(val) [4][ 6280/12617] eta: 0:08:04 time: 0.0782 data_time: 0.0417 memory: 730 2023/07/07 21:56:09 - mmengine - INFO - Epoch(val) [4][ 6300/12617] eta: 0:08:02 time: 0.0676 data_time: 0.0298 memory: 730 2023/07/07 21:56:10 - mmengine - INFO - Epoch(val) [4][ 6320/12617] eta: 0:08:00 time: 0.0740 data_time: 0.0364 memory: 730 2023/07/07 21:56:12 - mmengine - INFO - Epoch(val) [4][ 6340/12617] eta: 0:07:59 time: 0.0992 data_time: 0.0616 memory: 730 2023/07/07 21:56:14 - mmengine - INFO - Epoch(val) [4][ 6360/12617] eta: 0:07:58 time: 0.0821 data_time: 0.0451 memory: 730 2023/07/07 21:56:16 - mmengine - INFO - Epoch(val) [4][ 6380/12617] eta: 0:07:57 time: 0.0975 data_time: 0.0607 memory: 730 2023/07/07 21:56:17 - mmengine - INFO - Epoch(val) [4][ 6400/12617] eta: 0:07:55 time: 0.0811 data_time: 0.0435 memory: 730 2023/07/07 21:56:19 - mmengine - INFO - Epoch(val) [4][ 6420/12617] eta: 0:07:54 time: 0.0954 data_time: 0.0590 memory: 730 2023/07/07 21:56:21 - mmengine - INFO - Epoch(val) [4][ 6440/12617] eta: 0:07:53 time: 0.0782 data_time: 0.0413 memory: 730 2023/07/07 21:56:23 - mmengine - INFO - Epoch(val) [4][ 6460/12617] eta: 0:07:51 time: 0.0861 data_time: 0.0490 memory: 730 2023/07/07 21:56:24 - mmengine - INFO - Epoch(val) [4][ 6480/12617] eta: 0:07:50 time: 0.0772 data_time: 0.0402 memory: 730 2023/07/07 21:56:26 - mmengine - INFO - Epoch(val) [4][ 6500/12617] eta: 0:07:48 time: 0.0805 data_time: 0.0440 memory: 730 2023/07/07 21:56:27 - mmengine - INFO - Epoch(val) [4][ 6520/12617] eta: 0:07:47 time: 0.0808 data_time: 0.0438 memory: 730 2023/07/07 21:56:29 - mmengine - INFO - Epoch(val) [4][ 6540/12617] eta: 0:07:45 time: 0.0797 data_time: 0.0441 memory: 730 2023/07/07 21:56:30 - mmengine - INFO - Epoch(val) [4][ 6560/12617] eta: 0:07:44 time: 0.0722 data_time: 0.0339 memory: 730 2023/07/07 21:56:32 - mmengine - INFO - Epoch(val) [4][ 6580/12617] eta: 0:07:42 time: 0.0689 data_time: 0.0312 memory: 730 2023/07/07 21:56:33 - mmengine - INFO - Epoch(val) [4][ 6600/12617] eta: 0:07:41 time: 0.0768 data_time: 0.0404 memory: 730 2023/07/07 21:56:35 - mmengine - INFO - Epoch(val) [4][ 6620/12617] eta: 0:07:39 time: 0.0662 data_time: 0.0307 memory: 730 2023/07/07 21:56:36 - mmengine - INFO - Epoch(val) [4][ 6640/12617] eta: 0:07:38 time: 0.0859 data_time: 0.0487 memory: 730 2023/07/07 21:56:38 - mmengine - INFO - Epoch(val) [4][ 6660/12617] eta: 0:07:36 time: 0.0736 data_time: 0.0373 memory: 730 2023/07/07 21:56:40 - mmengine - INFO - Epoch(val) [4][ 6680/12617] eta: 0:07:35 time: 0.0953 data_time: 0.0596 memory: 730 2023/07/07 21:56:41 - mmengine - INFO - Epoch(val) [4][ 6700/12617] eta: 0:07:33 time: 0.0791 data_time: 0.0434 memory: 730 2023/07/07 21:56:43 - mmengine - 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mmengine - INFO - Epoch(val) [4][ 6900/12617] eta: 0:07:18 time: 0.0708 data_time: 0.0350 memory: 730 2023/07/07 21:56:59 - mmengine - INFO - Epoch(val) [4][ 6920/12617] eta: 0:07:17 time: 0.1176 data_time: 0.0806 memory: 730 2023/07/07 21:57:01 - mmengine - INFO - Epoch(val) [4][ 6940/12617] eta: 0:07:16 time: 0.0839 data_time: 0.0449 memory: 730 2023/07/07 21:57:03 - mmengine - INFO - Epoch(val) [4][ 6960/12617] eta: 0:07:15 time: 0.1065 data_time: 0.0699 memory: 730 2023/07/07 21:57:04 - mmengine - INFO - Epoch(val) [4][ 6980/12617] eta: 0:07:13 time: 0.0655 data_time: 0.0289 memory: 730 2023/07/07 21:57:06 - mmengine - INFO - Epoch(val) [4][ 7000/12617] eta: 0:07:11 time: 0.0735 data_time: 0.0342 memory: 730 2023/07/07 21:57:07 - mmengine - INFO - Epoch(val) [4][ 7020/12617] eta: 0:07:10 time: 0.0697 data_time: 0.0311 memory: 730 2023/07/07 21:57:09 - mmengine - INFO - Epoch(val) [4][ 7040/12617] eta: 0:07:08 time: 0.0753 data_time: 0.0386 memory: 730 2023/07/07 21:57:10 - mmengine - INFO - Epoch(val) [4][ 7060/12617] eta: 0:07:06 time: 0.0651 data_time: 0.0270 memory: 730 2023/07/07 21:57:12 - mmengine - INFO - Epoch(val) [4][ 7080/12617] eta: 0:07:05 time: 0.0770 data_time: 0.0408 memory: 730 2023/07/07 21:57:13 - mmengine - INFO - Epoch(val) [4][ 7100/12617] eta: 0:07:03 time: 0.0655 data_time: 0.0291 memory: 730 2023/07/07 21:57:15 - mmengine - INFO - Epoch(val) [4][ 7120/12617] eta: 0:07:02 time: 0.1228 data_time: 0.0856 memory: 730 2023/07/07 21:57:18 - mmengine - INFO - Epoch(val) [4][ 7140/12617] eta: 0:07:01 time: 0.1112 data_time: 0.0749 memory: 730 2023/07/07 21:57:20 - mmengine - INFO - Epoch(val) [4][ 7160/12617] eta: 0:07:01 time: 0.1416 data_time: 0.1063 memory: 730 2023/07/07 21:57:23 - mmengine - INFO - Epoch(val) [4][ 7180/12617] eta: 0:07:00 time: 0.1133 data_time: 0.0768 memory: 730 2023/07/07 21:57:26 - mmengine - INFO - Epoch(val) [4][ 7200/12617] eta: 0:07:00 time: 0.1609 data_time: 0.1239 memory: 730 2023/07/07 21:57:29 - mmengine - INFO - Epoch(val) [4][ 7220/12617] eta: 0:06:59 time: 0.1356 data_time: 0.0959 memory: 730 2023/07/07 21:57:31 - 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mmengine - INFO - Epoch(val) [4][ 8260/12617] eta: 0:05:45 time: 0.0870 data_time: 0.0488 memory: 730 2023/07/07 21:59:04 - mmengine - INFO - Epoch(val) [4][ 8280/12617] eta: 0:05:43 time: 0.0676 data_time: 0.0302 memory: 730 2023/07/07 21:59:06 - mmengine - INFO - Epoch(val) [4][ 8300/12617] eta: 0:05:42 time: 0.0795 data_time: 0.0410 memory: 730 2023/07/07 21:59:07 - mmengine - INFO - Epoch(val) [4][ 8320/12617] eta: 0:05:40 time: 0.0644 data_time: 0.0255 memory: 730 2023/07/07 21:59:08 - mmengine - INFO - Epoch(val) [4][ 8340/12617] eta: 0:05:38 time: 0.0806 data_time: 0.0446 memory: 730 2023/07/07 21:59:10 - mmengine - INFO - Epoch(val) [4][ 8360/12617] eta: 0:05:37 time: 0.0724 data_time: 0.0346 memory: 730 2023/07/07 21:59:12 - mmengine - INFO - Epoch(val) [4][ 8380/12617] eta: 0:05:35 time: 0.0808 data_time: 0.0436 memory: 730 2023/07/07 21:59:13 - mmengine - INFO - Epoch(val) [4][ 8400/12617] eta: 0:05:33 time: 0.0813 data_time: 0.0439 memory: 730 2023/07/07 21:59:15 - mmengine - INFO - Epoch(val) [4][ 8420/12617] eta: 0:05:32 time: 0.0980 data_time: 0.0631 memory: 730 2023/07/07 21:59:17 - mmengine - INFO - Epoch(val) [4][ 8440/12617] eta: 0:05:31 time: 0.1056 data_time: 0.0701 memory: 730 2023/07/07 21:59:20 - mmengine - INFO - Epoch(val) [4][ 8460/12617] eta: 0:05:30 time: 0.1177 data_time: 0.0818 memory: 730 2023/07/07 21:59:22 - mmengine - INFO - Epoch(val) [4][ 8480/12617] eta: 0:05:28 time: 0.0962 data_time: 0.0594 memory: 730 2023/07/07 21:59:23 - mmengine - INFO - Epoch(val) [4][ 8500/12617] eta: 0:05:26 time: 0.0740 data_time: 0.0364 memory: 730 2023/07/07 21:59:24 - mmengine - INFO - Epoch(val) [4][ 8520/12617] eta: 0:05:25 time: 0.0623 data_time: 0.0269 memory: 730 2023/07/07 21:59:26 - mmengine - INFO - Epoch(val) [4][ 8540/12617] eta: 0:05:23 time: 0.0879 data_time: 0.0526 memory: 730 2023/07/07 21:59:28 - mmengine - INFO - Epoch(val) [4][ 8560/12617] eta: 0:05:22 time: 0.0801 data_time: 0.0451 memory: 730 2023/07/07 21:59:29 - mmengine - INFO - Epoch(val) [4][ 8580/12617] eta: 0:05:20 time: 0.0832 data_time: 0.0480 memory: 730 2023/07/07 21:59:31 - mmengine - INFO - Epoch(val) [4][ 8600/12617] eta: 0:05:18 time: 0.0645 data_time: 0.0285 memory: 730 2023/07/07 21:59:33 - mmengine - INFO - Epoch(val) [4][ 8620/12617] eta: 0:05:17 time: 0.1067 data_time: 0.0709 memory: 730 2023/07/07 21:59:35 - mmengine - INFO - Epoch(val) [4][ 8640/12617] eta: 0:05:16 time: 0.0931 data_time: 0.0572 memory: 730 2023/07/07 21:59:36 - mmengine - INFO - Epoch(val) [4][ 8660/12617] eta: 0:05:14 time: 0.0863 data_time: 0.0510 memory: 730 2023/07/07 21:59:38 - mmengine - INFO - Epoch(val) [4][ 8680/12617] eta: 0:05:12 time: 0.0668 data_time: 0.0294 memory: 730 2023/07/07 21:59:39 - mmengine - INFO - Epoch(val) [4][ 8700/12617] eta: 0:05:11 time: 0.0802 data_time: 0.0430 memory: 730 2023/07/07 21:59:41 - mmengine - INFO - Epoch(val) [4][ 8720/12617] eta: 0:05:09 time: 0.0661 data_time: 0.0280 memory: 730 2023/07/07 21:59:42 - mmengine - INFO - Epoch(val) [4][ 8740/12617] eta: 0:05:07 time: 0.0846 data_time: 0.0482 memory: 730 2023/07/07 21:59:44 - mmengine - INFO - Epoch(val) [4][ 8760/12617] eta: 0:05:06 time: 0.0754 data_time: 0.0397 memory: 730 2023/07/07 21:59:46 - mmengine - INFO - Epoch(val) [4][ 8780/12617] eta: 0:05:04 time: 0.0982 data_time: 0.0623 memory: 730 2023/07/07 21:59:48 - mmengine - INFO - Epoch(val) [4][ 8800/12617] eta: 0:05:03 time: 0.0871 data_time: 0.0487 memory: 730 2023/07/07 21:59:50 - mmengine - INFO - Epoch(val) [4][ 8820/12617] eta: 0:05:02 time: 0.1136 data_time: 0.0774 memory: 730 2023/07/07 21:59:52 - mmengine - INFO - Epoch(val) [4][ 8840/12617] eta: 0:05:00 time: 0.0971 data_time: 0.0601 memory: 730 2023/07/07 21:59:54 - mmengine - INFO - Epoch(val) [4][ 8860/12617] eta: 0:04:59 time: 0.1221 data_time: 0.0863 memory: 730 2023/07/07 21:59:56 - mmengine - INFO - Epoch(val) [4][ 8880/12617] eta: 0:04:58 time: 0.1035 data_time: 0.0676 memory: 730 2023/07/07 21:59:59 - mmengine - INFO - Epoch(val) [4][ 8900/12617] eta: 0:04:56 time: 0.1166 data_time: 0.0825 memory: 730 2023/07/07 22:00:00 - mmengine - INFO - Epoch(val) [4][ 8920/12617] eta: 0:04:54 time: 0.0607 data_time: 0.0240 memory: 730 2023/07/07 22:00:02 - mmengine - INFO - Epoch(val) [4][ 8940/12617] eta: 0:04:53 time: 0.1189 data_time: 0.0806 memory: 730 2023/07/07 22:00:04 - mmengine - INFO - Epoch(val) [4][ 8960/12617] eta: 0:04:52 time: 0.0922 data_time: 0.0561 memory: 730 2023/07/07 22:00:06 - mmengine - INFO - Epoch(val) [4][ 8980/12617] eta: 0:04:50 time: 0.0969 data_time: 0.0621 memory: 730 2023/07/07 22:00:08 - mmengine - INFO - Epoch(val) [4][ 9000/12617] eta: 0:04:49 time: 0.0697 data_time: 0.0328 memory: 730 2023/07/07 22:00:09 - mmengine - INFO - Epoch(val) [4][ 9020/12617] eta: 0:04:47 time: 0.0906 data_time: 0.0552 memory: 730 2023/07/07 22:00:11 - mmengine - INFO - Epoch(val) [4][ 9040/12617] eta: 0:04:45 time: 0.0770 data_time: 0.0411 memory: 730 2023/07/07 22:00:13 - mmengine - INFO - Epoch(val) [4][ 9060/12617] eta: 0:04:44 time: 0.1147 data_time: 0.0773 memory: 730 2023/07/07 22:00:15 - mmengine - INFO - Epoch(val) [4][ 9080/12617] eta: 0:04:42 time: 0.0790 data_time: 0.0439 memory: 730 2023/07/07 22:00:16 - mmengine - INFO - Epoch(val) [4][ 9100/12617] eta: 0:04:41 time: 0.0709 data_time: 0.0340 memory: 730 2023/07/07 22:00:18 - mmengine - INFO - Epoch(val) [4][ 9120/12617] eta: 0:04:39 time: 0.0679 data_time: 0.0305 memory: 730 2023/07/07 22:00:19 - mmengine - INFO - Epoch(val) [4][ 9140/12617] eta: 0:04:38 time: 0.0777 data_time: 0.0411 memory: 730 2023/07/07 22:00:21 - mmengine - INFO - Epoch(val) [4][ 9160/12617] eta: 0:04:36 time: 0.0733 data_time: 0.0363 memory: 730 2023/07/07 22:00:22 - mmengine - INFO - Epoch(val) [4][ 9180/12617] eta: 0:04:34 time: 0.0898 data_time: 0.0538 memory: 730 2023/07/07 22:00:24 - mmengine - INFO - Epoch(val) [4][ 9200/12617] eta: 0:04:33 time: 0.0752 data_time: 0.0391 memory: 730 2023/07/07 22:00:26 - mmengine - INFO - Epoch(val) [4][ 9220/12617] eta: 0:04:31 time: 0.0924 data_time: 0.0572 memory: 730 2023/07/07 22:00:27 - mmengine - INFO - Epoch(val) [4][ 9240/12617] eta: 0:04:30 time: 0.0821 data_time: 0.0462 memory: 730 2023/07/07 22:00:30 - mmengine - INFO - Epoch(val) [4][ 9260/12617] eta: 0:04:28 time: 0.1078 data_time: 0.0707 memory: 730 2023/07/07 22:00:31 - mmengine - INFO - Epoch(val) [4][ 9280/12617] eta: 0:04:27 time: 0.0933 data_time: 0.0580 memory: 730 2023/07/07 22:00:33 - mmengine - INFO - Epoch(val) [4][ 9300/12617] eta: 0:04:25 time: 0.1022 data_time: 0.0672 memory: 730 2023/07/07 22:00:35 - mmengine - INFO - Epoch(val) [4][ 9320/12617] eta: 0:04:24 time: 0.0924 data_time: 0.0583 memory: 730 2023/07/07 22:00:37 - mmengine - INFO - Epoch(val) [4][ 9340/12617] eta: 0:04:22 time: 0.0787 data_time: 0.0412 memory: 730 2023/07/07 22:00:38 - mmengine - INFO - Epoch(val) [4][ 9360/12617] eta: 0:04:20 time: 0.0620 data_time: 0.0236 memory: 730 2023/07/07 22:00:40 - mmengine - INFO - Epoch(val) [4][ 9380/12617] eta: 0:04:19 time: 0.0721 data_time: 0.0366 memory: 730 2023/07/07 22:00:41 - mmengine - INFO - Epoch(val) [4][ 9400/12617] eta: 0:04:17 time: 0.0642 data_time: 0.0282 memory: 730 2023/07/07 22:00:42 - mmengine - INFO - Epoch(val) [4][ 9420/12617] eta: 0:04:15 time: 0.0735 data_time: 0.0379 memory: 730 2023/07/07 22:00:44 - mmengine - INFO - Epoch(val) [4][ 9440/12617] eta: 0:04:14 time: 0.0632 data_time: 0.0265 memory: 730 2023/07/07 22:00:45 - mmengine - INFO - Epoch(val) [4][ 9460/12617] eta: 0:04:12 time: 0.0737 data_time: 0.0393 memory: 730 2023/07/07 22:00:46 - mmengine - INFO - Epoch(val) [4][ 9480/12617] eta: 0:04:10 time: 0.0531 data_time: 0.0170 memory: 730 2023/07/07 22:00:48 - mmengine - INFO - Epoch(val) [4][ 9500/12617] eta: 0:04:09 time: 0.0798 data_time: 0.0426 memory: 730 2023/07/07 22:00:49 - mmengine - INFO - Epoch(val) [4][ 9520/12617] eta: 0:04:07 time: 0.0805 data_time: 0.0443 memory: 730 2023/07/07 22:00:51 - mmengine - INFO - Epoch(val) [4][ 9540/12617] eta: 0:04:05 time: 0.0716 data_time: 0.0360 memory: 730 2023/07/07 22:00:52 - mmengine - INFO - Epoch(val) [4][ 9560/12617] eta: 0:04:04 time: 0.0741 data_time: 0.0375 memory: 730 2023/07/07 22:00:54 - mmengine - INFO - Epoch(val) [4][ 9580/12617] eta: 0:04:02 time: 0.0655 data_time: 0.0295 memory: 730 2023/07/07 22:00:55 - mmengine - INFO - Epoch(val) [4][ 9600/12617] eta: 0:04:01 time: 0.0846 data_time: 0.0481 memory: 730 2023/07/07 22:00:57 - mmengine - INFO - Epoch(val) [4][ 9620/12617] eta: 0:03:59 time: 0.0910 data_time: 0.0544 memory: 730 2023/07/07 22:00:59 - mmengine - INFO - Epoch(val) [4][ 9640/12617] eta: 0:03:57 time: 0.0819 data_time: 0.0461 memory: 730 2023/07/07 22:01:01 - mmengine - INFO - Epoch(val) [4][ 9660/12617] eta: 0:03:56 time: 0.1009 data_time: 0.0626 memory: 730 2023/07/07 22:01:02 - mmengine - INFO - Epoch(val) [4][ 9680/12617] eta: 0:03:54 time: 0.0799 data_time: 0.0422 memory: 730 2023/07/07 22:01:05 - mmengine - INFO - Epoch(val) [4][ 9700/12617] eta: 0:03:53 time: 0.1508 data_time: 0.1154 memory: 730 2023/07/07 22:01:08 - mmengine - INFO - Epoch(val) [4][ 9720/12617] eta: 0:03:52 time: 0.1147 data_time: 0.0784 memory: 730 2023/07/07 22:01:11 - mmengine - INFO - Epoch(val) [4][ 9740/12617] eta: 0:03:50 time: 0.1359 data_time: 0.1002 memory: 730 2023/07/07 22:01:13 - mmengine - INFO - Epoch(val) [4][ 9760/12617] eta: 0:03:49 time: 0.1386 data_time: 0.1018 memory: 730 2023/07/07 22:01:16 - mmengine - INFO - Epoch(val) [4][ 9780/12617] eta: 0:03:48 time: 0.1444 data_time: 0.1090 memory: 730 2023/07/07 22:01:19 - mmengine - INFO - Epoch(val) [4][ 9800/12617] eta: 0:03:47 time: 0.1276 data_time: 0.0926 memory: 730 2023/07/07 22:01:20 - mmengine - INFO - Epoch(val) [4][ 9820/12617] eta: 0:03:45 time: 0.0862 data_time: 0.0479 memory: 730 2023/07/07 22:01:22 - mmengine - INFO - Epoch(val) [4][ 9840/12617] eta: 0:03:43 time: 0.0767 data_time: 0.0400 memory: 730 2023/07/07 22:01:23 - mmengine - INFO - Epoch(val) [4][ 9860/12617] eta: 0:03:42 time: 0.0680 data_time: 0.0309 memory: 730 2023/07/07 22:01:25 - mmengine - INFO - Epoch(val) [4][ 9880/12617] eta: 0:03:40 time: 0.0882 data_time: 0.0518 memory: 730 2023/07/07 22:01:27 - mmengine - INFO - Epoch(val) [4][ 9900/12617] eta: 0:03:39 time: 0.0814 data_time: 0.0443 memory: 730 2023/07/07 22:01:29 - mmengine - INFO - Epoch(val) [4][ 9920/12617] eta: 0:03:37 time: 0.0919 data_time: 0.0536 memory: 730 2023/07/07 22:01:30 - mmengine - INFO - Epoch(val) [4][ 9940/12617] eta: 0:03:35 time: 0.0780 data_time: 0.0424 memory: 730 2023/07/07 22:01:32 - mmengine - INFO - Epoch(val) [4][ 9960/12617] eta: 0:03:34 time: 0.0904 data_time: 0.0554 memory: 730 2023/07/07 22:01:34 - mmengine - INFO - Epoch(val) [4][ 9980/12617] eta: 0:03:32 time: 0.0755 data_time: 0.0391 memory: 730 2023/07/07 22:01:35 - mmengine - INFO - Epoch(val) [4][10000/12617] eta: 0:03:31 time: 0.0908 data_time: 0.0525 memory: 730 2023/07/07 22:01:37 - mmengine - INFO - Epoch(val) [4][10020/12617] eta: 0:03:29 time: 0.0627 data_time: 0.0262 memory: 730 2023/07/07 22:01:38 - mmengine - INFO - Epoch(val) [4][10040/12617] eta: 0:03:27 time: 0.0746 data_time: 0.0388 memory: 730 2023/07/07 22:01:40 - mmengine - INFO - Epoch(val) [4][10060/12617] eta: 0:03:26 time: 0.0688 data_time: 0.0317 memory: 730 2023/07/07 22:01:41 - mmengine - INFO - Epoch(val) [4][10080/12617] eta: 0:03:24 time: 0.0796 data_time: 0.0440 memory: 730 2023/07/07 22:01:43 - mmengine - INFO - Epoch(val) [4][10100/12617] eta: 0:03:22 time: 0.0742 data_time: 0.0371 memory: 730 2023/07/07 22:01:44 - mmengine - INFO - Epoch(val) [4][10120/12617] eta: 0:03:21 time: 0.0938 data_time: 0.0576 memory: 730 2023/07/07 22:01:46 - mmengine - INFO - Epoch(val) [4][10140/12617] eta: 0:03:19 time: 0.0859 data_time: 0.0485 memory: 730 2023/07/07 22:01:48 - mmengine - INFO - Epoch(val) [4][10160/12617] eta: 0:03:18 time: 0.0791 data_time: 0.0441 memory: 730 2023/07/07 22:01:49 - mmengine - INFO - Epoch(val) [4][10180/12617] eta: 0:03:16 time: 0.0604 data_time: 0.0245 memory: 730 2023/07/07 22:01:51 - mmengine - INFO - Epoch(val) [4][10200/12617] eta: 0:03:14 time: 0.0890 data_time: 0.0526 memory: 730 2023/07/07 22:01:53 - mmengine - INFO - Epoch(val) [4][10220/12617] eta: 0:03:13 time: 0.1108 data_time: 0.0750 memory: 730 2023/07/07 22:01:55 - mmengine - INFO - Epoch(val) [4][10240/12617] eta: 0:03:11 time: 0.1157 data_time: 0.0811 memory: 730 2023/07/07 22:01:57 - mmengine - INFO - Epoch(val) [4][10260/12617] eta: 0:03:10 time: 0.0882 data_time: 0.0528 memory: 730 2023/07/07 22:01:59 - mmengine - INFO - Epoch(val) [4][10280/12617] eta: 0:03:08 time: 0.0890 data_time: 0.0525 memory: 730 2023/07/07 22:02:00 - mmengine - INFO - Epoch(val) [4][10300/12617] eta: 0:03:07 time: 0.0781 data_time: 0.0426 memory: 730 2023/07/07 22:02:02 - mmengine - INFO - Epoch(val) [4][10320/12617] eta: 0:03:05 time: 0.0745 data_time: 0.0373 memory: 730 2023/07/07 22:02:03 - mmengine - INFO - Epoch(val) [4][10340/12617] eta: 0:03:03 time: 0.0687 data_time: 0.0315 memory: 730 2023/07/07 22:02:05 - mmengine - INFO - Epoch(val) [4][10360/12617] eta: 0:03:02 time: 0.0948 data_time: 0.0585 memory: 730 2023/07/07 22:02:07 - mmengine - INFO - Epoch(val) [4][10380/12617] eta: 0:03:00 time: 0.0788 data_time: 0.0419 memory: 730 2023/07/07 22:02:09 - mmengine - INFO - Epoch(val) [4][10400/12617] eta: 0:02:59 time: 0.0990 data_time: 0.0631 memory: 730 2023/07/07 22:02:10 - mmengine - INFO - Epoch(val) [4][10420/12617] eta: 0:02:57 time: 0.0782 data_time: 0.0410 memory: 730 2023/07/07 22:02:13 - mmengine - INFO - Epoch(val) [4][10440/12617] eta: 0:02:56 time: 0.1227 data_time: 0.0872 memory: 730 2023/07/07 22:02:15 - mmengine - INFO - Epoch(val) [4][10460/12617] eta: 0:02:54 time: 0.0959 data_time: 0.0605 memory: 730 2023/07/07 22:02:17 - mmengine - INFO - Epoch(val) [4][10480/12617] eta: 0:02:52 time: 0.0953 data_time: 0.0584 memory: 730 2023/07/07 22:02:18 - mmengine - INFO - Epoch(val) [4][10500/12617] eta: 0:02:51 time: 0.0683 data_time: 0.0324 memory: 730 2023/07/07 22:02:20 - mmengine - INFO - Epoch(val) [4][10520/12617] eta: 0:02:49 time: 0.0875 data_time: 0.0521 memory: 730 2023/07/07 22:02:21 - mmengine - INFO - Epoch(val) [4][10540/12617] eta: 0:02:47 time: 0.0729 data_time: 0.0370 memory: 730 2023/07/07 22:02:23 - mmengine - INFO - Epoch(val) [4][10560/12617] eta: 0:02:46 time: 0.0816 data_time: 0.0449 memory: 730 2023/07/07 22:02:24 - mmengine - INFO - Epoch(val) [4][10580/12617] eta: 0:02:44 time: 0.0721 data_time: 0.0363 memory: 730 2023/07/07 22:02:26 - mmengine - INFO - Epoch(val) [4][10600/12617] eta: 0:02:43 time: 0.0921 data_time: 0.0557 memory: 730 2023/07/07 22:02:28 - mmengine - INFO - Epoch(val) [4][10620/12617] eta: 0:02:41 time: 0.0983 data_time: 0.0615 memory: 730 2023/07/07 22:02:30 - mmengine - INFO - Epoch(val) [4][10640/12617] eta: 0:02:40 time: 0.0998 data_time: 0.0640 memory: 730 2023/07/07 22:02:32 - mmengine - INFO - Epoch(val) [4][10660/12617] eta: 0:02:38 time: 0.1101 data_time: 0.0746 memory: 730 2023/07/07 22:02:34 - mmengine - INFO - Epoch(val) [4][10680/12617] eta: 0:02:36 time: 0.0905 data_time: 0.0554 memory: 730 2023/07/07 22:02:36 - mmengine - INFO - Epoch(val) [4][10700/12617] eta: 0:02:35 time: 0.0788 data_time: 0.0429 memory: 730 2023/07/07 22:02:38 - mmengine - INFO - Epoch(val) [4][10720/12617] eta: 0:02:33 time: 0.1029 data_time: 0.0657 memory: 730 2023/07/07 22:02:40 - mmengine - INFO - Epoch(val) [4][10740/12617] eta: 0:02:32 time: 0.0988 data_time: 0.0625 memory: 730 2023/07/07 22:02:41 - mmengine - INFO - Epoch(val) [4][10760/12617] eta: 0:02:30 time: 0.0720 data_time: 0.0352 memory: 730 2023/07/07 22:02:43 - mmengine - INFO - Epoch(val) [4][10780/12617] eta: 0:02:28 time: 0.0825 data_time: 0.0458 memory: 730 2023/07/07 22:02:45 - mmengine - INFO - Epoch(val) [4][10800/12617] eta: 0:02:27 time: 0.1087 data_time: 0.0718 memory: 730 2023/07/07 22:02:47 - mmengine - INFO - Epoch(val) [4][10820/12617] eta: 0:02:25 time: 0.0901 data_time: 0.0531 memory: 730 2023/07/07 22:02:49 - mmengine - INFO - Epoch(val) [4][10840/12617] eta: 0:02:24 time: 0.1162 data_time: 0.0803 memory: 730 2023/07/07 22:02:51 - mmengine - INFO - Epoch(val) [4][10860/12617] eta: 0:02:22 time: 0.0851 data_time: 0.0503 memory: 730 2023/07/07 22:02:53 - mmengine - INFO - Epoch(val) [4][10880/12617] eta: 0:02:21 time: 0.0805 data_time: 0.0442 memory: 730 2023/07/07 22:02:54 - mmengine - INFO - Epoch(val) [4][10900/12617] eta: 0:02:19 time: 0.0847 data_time: 0.0476 memory: 730 2023/07/07 22:02:56 - mmengine - INFO - Epoch(val) [4][10920/12617] eta: 0:02:17 time: 0.1003 data_time: 0.0647 memory: 730 2023/07/07 22:02:58 - mmengine - INFO - Epoch(val) [4][10940/12617] eta: 0:02:16 time: 0.0715 data_time: 0.0360 memory: 730 2023/07/07 22:02:59 - mmengine - INFO - Epoch(val) [4][10960/12617] eta: 0:02:14 time: 0.0673 data_time: 0.0312 memory: 730 2023/07/07 22:03:00 - mmengine - INFO - Epoch(val) [4][10980/12617] eta: 0:02:12 time: 0.0585 data_time: 0.0215 memory: 730 2023/07/07 22:03:02 - mmengine - INFO - Epoch(val) [4][11000/12617] eta: 0:02:11 time: 0.0986 data_time: 0.0620 memory: 730 2023/07/07 22:03:05 - mmengine - INFO - Epoch(val) [4][11020/12617] eta: 0:02:09 time: 0.1132 data_time: 0.0765 memory: 730 2023/07/07 22:03:07 - mmengine - INFO - Epoch(val) [4][11040/12617] eta: 0:02:08 time: 0.1405 data_time: 0.1039 memory: 730 2023/07/07 22:03:10 - mmengine - INFO - Epoch(val) [4][11060/12617] eta: 0:02:06 time: 0.1108 data_time: 0.0760 memory: 730 2023/07/07 22:03:12 - mmengine - INFO - Epoch(val) [4][11080/12617] eta: 0:02:05 time: 0.1201 data_time: 0.0836 memory: 730 2023/07/07 22:03:14 - mmengine - INFO - Epoch(val) [4][11100/12617] eta: 0:02:03 time: 0.0934 data_time: 0.0559 memory: 730 2023/07/07 22:03:16 - mmengine - INFO - Epoch(val) [4][11120/12617] eta: 0:02:02 time: 0.1006 data_time: 0.0644 memory: 730 2023/07/07 22:03:17 - mmengine - INFO - Epoch(val) [4][11140/12617] eta: 0:02:00 time: 0.0654 data_time: 0.0276 memory: 730 2023/07/07 22:03:19 - mmengine - INFO - Epoch(val) [4][11160/12617] eta: 0:01:58 time: 0.0775 data_time: 0.0407 memory: 730 2023/07/07 22:03:20 - mmengine - INFO - Epoch(val) [4][11180/12617] eta: 0:01:57 time: 0.0681 data_time: 0.0304 memory: 730 2023/07/07 22:03:23 - mmengine - INFO - Epoch(val) [4][11200/12617] eta: 0:01:55 time: 0.1226 data_time: 0.0862 memory: 730 2023/07/07 22:03:25 - mmengine - INFO - Epoch(val) [4][11220/12617] eta: 0:01:53 time: 0.0979 data_time: 0.0622 memory: 730 2023/07/07 22:03:27 - mmengine - INFO - Epoch(val) [4][11240/12617] eta: 0:01:52 time: 0.1309 data_time: 0.0946 memory: 730 2023/07/07 22:03:29 - mmengine - INFO - Epoch(val) [4][11260/12617] eta: 0:01:50 time: 0.1020 data_time: 0.0662 memory: 730 2023/07/07 22:03:31 - mmengine - INFO - Epoch(val) [4][11280/12617] eta: 0:01:49 time: 0.1046 data_time: 0.0687 memory: 730 2023/07/07 22:03:33 - mmengine - INFO - Epoch(val) [4][11300/12617] eta: 0:01:47 time: 0.0649 data_time: 0.0288 memory: 730 2023/07/07 22:03:34 - mmengine - INFO - Epoch(val) [4][11320/12617] eta: 0:01:46 time: 0.0867 data_time: 0.0500 memory: 730 2023/07/07 22:03:36 - mmengine - INFO - Epoch(val) [4][11340/12617] eta: 0:01:44 time: 0.0681 data_time: 0.0318 memory: 730 2023/07/07 22:03:37 - mmengine - INFO - Epoch(val) [4][11360/12617] eta: 0:01:42 time: 0.0859 data_time: 0.0471 memory: 730 2023/07/07 22:03:39 - mmengine - INFO - Epoch(val) [4][11380/12617] eta: 0:01:41 time: 0.0729 data_time: 0.0353 memory: 730 2023/07/07 22:03:41 - mmengine - INFO - Epoch(val) [4][11400/12617] eta: 0:01:39 time: 0.1209 data_time: 0.0839 memory: 730 2023/07/07 22:03:43 - mmengine - INFO - Epoch(val) [4][11420/12617] eta: 0:01:37 time: 0.0985 data_time: 0.0625 memory: 730 2023/07/07 22:03:46 - mmengine - INFO - Epoch(val) [4][11440/12617] eta: 0:01:36 time: 0.1097 data_time: 0.0725 memory: 730 2023/07/07 22:03:47 - mmengine - INFO - Epoch(val) [4][11460/12617] eta: 0:01:34 time: 0.0962 data_time: 0.0580 memory: 730 2023/07/07 22:03:50 - mmengine - INFO - Epoch(val) [4][11480/12617] eta: 0:01:33 time: 0.1457 data_time: 0.1081 memory: 730 2023/07/07 22:03:53 - mmengine - INFO - Epoch(val) [4][11500/12617] eta: 0:01:31 time: 0.1343 data_time: 0.0990 memory: 730 2023/07/07 22:03:56 - mmengine - INFO - Epoch(val) [4][11520/12617] eta: 0:01:30 time: 0.1387 data_time: 0.1037 memory: 730 2023/07/07 22:03:57 - mmengine - INFO - Epoch(val) [4][11540/12617] eta: 0:01:28 time: 0.0633 data_time: 0.0269 memory: 730 2023/07/07 22:03:59 - mmengine - INFO - Epoch(val) [4][11560/12617] eta: 0:01:26 time: 0.0751 data_time: 0.0383 memory: 730 2023/07/07 22:04:00 - mmengine - INFO - Epoch(val) [4][11580/12617] eta: 0:01:25 time: 0.0839 data_time: 0.0472 memory: 730 2023/07/07 22:04:02 - mmengine - INFO - Epoch(val) [4][11600/12617] eta: 0:01:23 time: 0.0940 data_time: 0.0554 memory: 730 2023/07/07 22:04:04 - mmengine - INFO - Epoch(val) [4][11620/12617] eta: 0:01:21 time: 0.0725 data_time: 0.0357 memory: 730 2023/07/07 22:04:05 - mmengine - INFO - Epoch(val) [4][11640/12617] eta: 0:01:20 time: 0.0857 data_time: 0.0486 memory: 730 2023/07/07 22:04:07 - mmengine - INFO - Epoch(val) [4][11660/12617] eta: 0:01:18 time: 0.0721 data_time: 0.0344 memory: 730 2023/07/07 22:04:09 - mmengine - INFO - Epoch(val) [4][11680/12617] eta: 0:01:16 time: 0.0835 data_time: 0.0460 memory: 730 2023/07/07 22:04:10 - mmengine - INFO - Epoch(val) [4][11700/12617] eta: 0:01:15 time: 0.0709 data_time: 0.0331 memory: 730 2023/07/07 22:04:12 - mmengine - INFO - Epoch(val) [4][11720/12617] eta: 0:01:13 time: 0.0797 data_time: 0.0437 memory: 730 2023/07/07 22:04:13 - mmengine - INFO - Epoch(val) [4][11740/12617] eta: 0:01:12 time: 0.0851 data_time: 0.0489 memory: 730 2023/07/07 22:04:15 - mmengine - INFO - Epoch(val) [4][11760/12617] eta: 0:01:10 time: 0.0968 data_time: 0.0586 memory: 730 2023/07/07 22:04:17 - mmengine - INFO - Epoch(val) [4][11780/12617] eta: 0:01:08 time: 0.0664 data_time: 0.0308 memory: 730 2023/07/07 22:04:19 - mmengine - INFO - Epoch(val) [4][11800/12617] eta: 0:01:07 time: 0.1033 data_time: 0.0669 memory: 730 2023/07/07 22:04:21 - mmengine - INFO - Epoch(val) [4][11820/12617] eta: 0:01:05 time: 0.1072 data_time: 0.0705 memory: 730 2023/07/07 22:04:23 - mmengine - INFO - Epoch(val) [4][11840/12617] eta: 0:01:03 time: 0.1100 data_time: 0.0718 memory: 730 2023/07/07 22:04:25 - mmengine - INFO - Epoch(val) [4][11860/12617] eta: 0:01:02 time: 0.0807 data_time: 0.0428 memory: 730 2023/07/07 22:04:27 - mmengine - INFO - Epoch(val) [4][11880/12617] eta: 0:01:00 time: 0.0960 data_time: 0.0605 memory: 730 2023/07/07 22:04:28 - mmengine - INFO - Epoch(val) [4][11900/12617] eta: 0:00:58 time: 0.0831 data_time: 0.0471 memory: 730 2023/07/07 22:04:30 - mmengine - INFO - Epoch(val) [4][11920/12617] eta: 0:00:57 time: 0.0986 data_time: 0.0632 memory: 730 2023/07/07 22:04:31 - mmengine - INFO - Epoch(val) [4][11940/12617] eta: 0:00:55 time: 0.0650 data_time: 0.0282 memory: 730 2023/07/07 22:04:33 - mmengine - INFO - Epoch(val) [4][11960/12617] eta: 0:00:54 time: 0.0743 data_time: 0.0381 memory: 730 2023/07/07 22:04:34 - mmengine - INFO - Epoch(val) [4][11980/12617] eta: 0:00:52 time: 0.0724 data_time: 0.0358 memory: 730 2023/07/07 22:04:36 - mmengine - INFO - Epoch(val) [4][12000/12617] eta: 0:00:50 time: 0.0770 data_time: 0.0406 memory: 730 2023/07/07 22:04:37 - mmengine - INFO - Epoch(val) [4][12020/12617] eta: 0:00:49 time: 0.0675 data_time: 0.0321 memory: 730 2023/07/07 22:04:40 - mmengine - INFO - Epoch(val) [4][12040/12617] eta: 0:00:47 time: 0.1188 data_time: 0.0825 memory: 730 2023/07/07 22:04:42 - mmengine - INFO - Epoch(val) [4][12060/12617] eta: 0:00:45 time: 0.1057 data_time: 0.0697 memory: 730 2023/07/07 22:04:44 - mmengine - INFO - Epoch(val) [4][12080/12617] eta: 0:00:44 time: 0.1326 data_time: 0.0967 memory: 730 2023/07/07 22:04:46 - mmengine - INFO - Epoch(val) [4][12100/12617] eta: 0:00:42 time: 0.0871 data_time: 0.0519 memory: 730 2023/07/07 22:04:48 - mmengine - INFO - Epoch(val) [4][12120/12617] eta: 0:00:40 time: 0.0766 data_time: 0.0385 memory: 730 2023/07/07 22:04:49 - mmengine - INFO - Epoch(val) [4][12140/12617] eta: 0:00:39 time: 0.0759 data_time: 0.0388 memory: 730 2023/07/07 22:04:51 - mmengine - INFO - Epoch(val) [4][12160/12617] eta: 0:00:37 time: 0.0737 data_time: 0.0367 memory: 730 2023/07/07 22:04:52 - mmengine - INFO - Epoch(val) [4][12180/12617] eta: 0:00:35 time: 0.0682 data_time: 0.0316 memory: 730 2023/07/07 22:04:54 - mmengine - INFO - Epoch(val) [4][12200/12617] eta: 0:00:34 time: 0.0848 data_time: 0.0482 memory: 730 2023/07/07 22:04:55 - mmengine - INFO - Epoch(val) [4][12220/12617] eta: 0:00:32 time: 0.0707 data_time: 0.0338 memory: 730 2023/07/07 22:04:57 - mmengine - INFO - Epoch(val) [4][12240/12617] eta: 0:00:31 time: 0.0772 data_time: 0.0407 memory: 730 2023/07/07 22:04:58 - mmengine - INFO - Epoch(val) [4][12260/12617] eta: 0:00:29 time: 0.0717 data_time: 0.0333 memory: 730 2023/07/07 22:05:00 - mmengine - INFO - Epoch(val) [4][12280/12617] eta: 0:00:27 time: 0.0798 data_time: 0.0427 memory: 730 2023/07/07 22:05:02 - mmengine - INFO - Epoch(val) [4][12300/12617] eta: 0:00:26 time: 0.0861 data_time: 0.0481 memory: 730 2023/07/07 22:05:03 - mmengine - INFO - Epoch(val) [4][12320/12617] eta: 0:00:24 time: 0.0947 data_time: 0.0593 memory: 730 2023/07/07 22:05:05 - mmengine - INFO - Epoch(val) [4][12340/12617] eta: 0:00:22 time: 0.0864 data_time: 0.0476 memory: 730 2023/07/07 22:05:07 - mmengine - INFO - Epoch(val) [4][12360/12617] eta: 0:00:21 time: 0.0936 data_time: 0.0581 memory: 730 2023/07/07 22:05:09 - mmengine - INFO - Epoch(val) [4][12380/12617] eta: 0:00:19 time: 0.1106 data_time: 0.0750 memory: 730 2023/07/07 22:05:11 - mmengine - INFO - Epoch(val) [4][12400/12617] eta: 0:00:17 time: 0.0824 data_time: 0.0451 memory: 730 2023/07/07 22:05:14 - mmengine - INFO - Epoch(val) [4][12420/12617] eta: 0:00:16 time: 0.1290 data_time: 0.0912 memory: 730 2023/07/07 22:05:15 - mmengine - INFO - Epoch(val) [4][12440/12617] eta: 0:00:14 time: 0.0928 data_time: 0.0546 memory: 730 2023/07/07 22:05:18 - mmengine - INFO - Epoch(val) [4][12460/12617] eta: 0:00:12 time: 0.1297 data_time: 0.0919 memory: 730 2023/07/07 22:05:19 - mmengine - INFO - Epoch(val) [4][12480/12617] eta: 0:00:11 time: 0.0632 data_time: 0.0272 memory: 730 2023/07/07 22:05:21 - mmengine - INFO - Epoch(val) [4][12500/12617] eta: 0:00:09 time: 0.0914 data_time: 0.0543 memory: 730 2023/07/07 22:05:23 - mmengine - INFO - Epoch(val) [4][12520/12617] eta: 0:00:08 time: 0.0699 data_time: 0.0342 memory: 730 2023/07/07 22:05:24 - mmengine - INFO - Epoch(val) [4][12540/12617] eta: 0:00:06 time: 0.0972 data_time: 0.0613 memory: 730 2023/07/07 22:05:26 - mmengine - INFO - Epoch(val) [4][12560/12617] eta: 0:00:04 time: 0.0663 data_time: 0.0262 memory: 730 2023/07/07 22:05:28 - mmengine - INFO - Epoch(val) [4][12580/12617] eta: 0:00:03 time: 0.0956 data_time: 0.0598 memory: 730 2023/07/07 22:05:29 - mmengine - INFO - Epoch(val) [4][12600/12617] eta: 0:00:01 time: 0.0712 data_time: 0.0354 memory: 730 2023/07/07 22:08:56 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/07 22:08:56 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/07 22:08:56 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/07 22:08:57 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/07 22:08:58 - mmengine - INFO - do not evaluate basketball save 2023/07/07 22:08:58 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/07 22:08:58 - mmengine - INFO - frameAP_0.5 2023/07/07 22:08:58 - mmengine - INFO - aerobic push up 56.51 2023/07/07 22:08:58 - mmengine - INFO - aerobic explosive push up 79.00 2023/07/07 22:08:58 - mmengine - INFO - aerobic explosive support 79.10 2023/07/07 22:08:58 - mmengine - INFO - aerobic leg circle 64.46 2023/07/07 22:08:58 - mmengine - INFO - aerobic helicopter 78.03 2023/07/07 22:08:58 - mmengine - INFO - aerobic support 88.04 2023/07/07 22:08:58 - mmengine - INFO - aerobic v support 62.65 2023/07/07 22:08:58 - mmengine - INFO - aerobic horizontal support 86.45 2023/07/07 22:08:58 - mmengine - INFO - aerobic straight jump 54.57 2023/07/07 22:08:58 - mmengine - INFO - aerobic illusion 74.00 2023/07/07 22:08:58 - mmengine - INFO - aerobic bent leg(s) jump 42.85 2023/07/07 22:08:58 - mmengine - INFO - aerobic pike jump 40.28 2023/07/07 22:08:58 - mmengine - INFO - aerobic straddle jump 49.75 2023/07/07 22:08:58 - mmengine - INFO - aerobic split jump 39.28 2023/07/07 22:08:58 - mmengine - INFO - aerobic scissors leap 52.03 2023/07/07 22:08:58 - mmengine - INFO - aerobic split 35.79 2023/07/07 22:08:58 - mmengine - INFO - aerobic turn 56.92 2023/07/07 22:08:58 - mmengine - INFO - volleyball serve 93.51 2023/07/07 22:08:58 - mmengine - INFO - volleyball block 48.53 2023/07/07 22:08:58 - mmengine - INFO - volleyball first pass 60.37 2023/07/07 22:08:58 - mmengine - INFO - volleyball defend 38.77 2023/07/07 22:08:58 - mmengine - INFO - volleyball protect 16.51 2023/07/07 22:08:58 - mmengine - INFO - volleyball second pass 54.35 2023/07/07 22:08:58 - mmengine - INFO - volleyball adjust 5.32 2023/07/07 22:08:58 - mmengine - INFO - volleyball save 14.57 2023/07/07 22:08:58 - mmengine - INFO - volleyball second attack 11.30 2023/07/07 22:08:58 - mmengine - INFO - volleyball spike 58.32 2023/07/07 22:08:58 - mmengine - INFO - volleyball dink 17.83 2023/07/07 22:08:58 - mmengine - INFO - volleyball no offensive attack 23.48 2023/07/07 22:08:58 - mmengine - INFO - football shoot 5.77 2023/07/07 22:08:58 - mmengine - INFO - football long pass 22.41 2023/07/07 22:08:58 - mmengine - INFO - football short pass 49.42 2023/07/07 22:08:58 - mmengine - INFO - football through pass 2.60 2023/07/07 22:08:58 - mmengine - INFO - football cross 15.40 2023/07/07 22:08:58 - mmengine - INFO - football dribble 43.53 2023/07/07 22:08:58 - mmengine - INFO - football trap 47.05 2023/07/07 22:08:58 - mmengine - INFO - football throw 40.58 2023/07/07 22:08:58 - mmengine - INFO - football diving 23.35 2023/07/07 22:08:58 - mmengine - INFO - football tackle 0.86 2023/07/07 22:08:58 - mmengine - INFO - football steal 0.07 2023/07/07 22:08:58 - mmengine - INFO - football clearance 9.41 2023/07/07 22:08:58 - mmengine - INFO - football block 5.09 2023/07/07 22:08:58 - mmengine - INFO - football press 11.75 2023/07/07 22:08:58 - mmengine - INFO - football aerial duels 6.69 2023/07/07 22:08:58 - mmengine - INFO - basketball pass 43.54 2023/07/07 22:08:58 - mmengine - INFO - basketball drive 15.47 2023/07/07 22:08:58 - mmengine - INFO - basketball dribble 75.81 2023/07/07 22:08:58 - mmengine - INFO - basketball 3-point shot 38.57 2023/07/07 22:08:58 - mmengine - INFO - basketball 2-point shot 36.35 2023/07/07 22:08:58 - mmengine - INFO - basketball free throw 67.46 2023/07/07 22:08:58 - mmengine - INFO - basketball block 0.00 2023/07/07 22:08:58 - mmengine - INFO - basketball offensive rebound 9.92 2023/07/07 22:08:58 - mmengine - INFO - basketball defensive rebound 29.60 2023/07/07 22:08:58 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 22:08:58 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 22:08:58 - mmengine - INFO - basketball interfere shot 15.31 2023/07/07 22:08:58 - mmengine - INFO - basketball pick-and-roll defensive 3.31 2023/07/07 22:08:58 - mmengine - INFO - basketball sag 0.40 2023/07/07 22:08:58 - mmengine - INFO - basketball screen 0.85 2023/07/07 22:08:58 - mmengine - INFO - basketball pass-inbound 18.54 2023/07/07 22:08:58 - mmengine - INFO - mAP 35.36 2023/07/07 22:10:54 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 22:10:54 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 22:10:54 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 22:10:54 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 22:10:55 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 22:10:55 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 22:10:55 - mmengine - INFO - VideoAP_0.2 2023/07/07 22:10:55 - mmengine - INFO - aerobic push up 62.50 2023/07/07 22:10:55 - mmengine - INFO - aerobic explosive push up 75.00 2023/07/07 22:10:55 - mmengine - INFO - aerobic explosive support 73.47 2023/07/07 22:10:55 - mmengine - INFO - aerobic leg circle 43.22 2023/07/07 22:10:55 - mmengine - INFO - aerobic helicopter 66.73 2023/07/07 22:10:55 - mmengine - INFO - aerobic support 81.63 2023/07/07 22:10:55 - mmengine - INFO - aerobic v support 32.02 2023/07/07 22:10:55 - mmengine - INFO - aerobic horizontal support 76.67 2023/07/07 22:10:55 - mmengine - INFO - aerobic straight jump 39.84 2023/07/07 22:10:55 - mmengine - INFO - aerobic illusion 58.30 2023/07/07 22:10:55 - mmengine - INFO - aerobic bent leg(s) jump 33.71 2023/07/07 22:10:55 - mmengine - INFO - aerobic pike jump 17.89 2023/07/07 22:10:55 - mmengine - INFO - aerobic straddle jump 33.34 2023/07/07 22:10:55 - mmengine - INFO - aerobic split jump 29.23 2023/07/07 22:10:55 - mmengine - INFO - aerobic scissors leap 39.70 2023/07/07 22:10:55 - mmengine - INFO - aerobic split 18.88 2023/07/07 22:10:55 - mmengine - INFO - aerobic turn 51.88 2023/07/07 22:10:55 - mmengine - INFO - volleyball serve 74.55 2023/07/07 22:10:55 - mmengine - INFO - volleyball block 29.32 2023/07/07 22:10:55 - mmengine - INFO - volleyball first pass 26.05 2023/07/07 22:10:55 - mmengine - INFO - volleyball defend 7.01 2023/07/07 22:10:55 - mmengine - INFO - volleyball protect 0.00 2023/07/07 22:10:55 - mmengine - INFO - volleyball second pass 44.57 2023/07/07 22:10:55 - mmengine - INFO - volleyball adjust 0.22 2023/07/07 22:10:55 - mmengine - INFO - volleyball save 0.00 2023/07/07 22:10:55 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 22:10:55 - mmengine - INFO - volleyball spike 26.18 2023/07/07 22:10:55 - mmengine - INFO - volleyball dink 12.26 2023/07/07 22:10:55 - mmengine - INFO - volleyball no offensive attack 13.33 2023/07/07 22:10:55 - mmengine - INFO - football shoot 0.00 2023/07/07 22:10:55 - mmengine - INFO - football long pass 5.08 2023/07/07 22:10:55 - mmengine - INFO - football short pass 4.64 2023/07/07 22:10:55 - mmengine - INFO - football through pass 0.00 2023/07/07 22:10:55 - mmengine - INFO - football cross 0.00 2023/07/07 22:10:55 - mmengine - INFO - football dribble 24.67 2023/07/07 22:10:55 - mmengine - INFO - football trap 6.75 2023/07/07 22:10:55 - mmengine - INFO - football throw 10.00 2023/07/07 22:10:55 - mmengine - INFO - football diving 5.13 2023/07/07 22:10:55 - mmengine - INFO - football tackle 0.00 2023/07/07 22:10:55 - mmengine - INFO - football steal 0.00 2023/07/07 22:10:55 - mmengine - INFO - football clearance 2.78 2023/07/07 22:10:55 - mmengine - INFO - football block 0.00 2023/07/07 22:10:55 - mmengine - INFO - football press 4.96 2023/07/07 22:10:55 - mmengine - INFO - football aerial duels 1.54 2023/07/07 22:10:55 - mmengine - INFO - basketball pass 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball drive 3.79 2023/07/07 22:10:55 - mmengine - INFO - basketball dribble 33.61 2023/07/07 22:10:55 - mmengine - INFO - basketball 3-point shot 26.51 2023/07/07 22:10:55 - mmengine - INFO - basketball 2-point shot 19.44 2023/07/07 22:10:55 - mmengine - INFO - basketball free throw 67.47 2023/07/07 22:10:55 - mmengine - INFO - basketball block 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball defensive rebound 18.85 2023/07/07 22:10:55 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball interfere shot 3.17 2023/07/07 22:10:55 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball sag 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball screen 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 22:10:55 - mmengine - INFO - mAP 21.76 2023/07/07 22:10:55 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 22:10:55 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 22:10:55 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 22:10:55 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 22:10:55 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 22:10:55 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 22:10:55 - mmengine - INFO - VideoAP_0.5 2023/07/07 22:10:55 - mmengine - INFO - aerobic push up 47.03 2023/07/07 22:10:55 - mmengine - INFO - aerobic explosive push up 73.57 2023/07/07 22:10:55 - mmengine - INFO - aerobic explosive support 62.05 2023/07/07 22:10:55 - mmengine - INFO - aerobic leg circle 29.57 2023/07/07 22:10:55 - mmengine - INFO - aerobic helicopter 42.20 2023/07/07 22:10:55 - mmengine - INFO - aerobic support 65.72 2023/07/07 22:10:55 - mmengine - INFO - aerobic v support 16.40 2023/07/07 22:10:55 - mmengine - INFO - aerobic horizontal support 41.83 2023/07/07 22:10:55 - mmengine - INFO - aerobic straight jump 37.43 2023/07/07 22:10:55 - mmengine - INFO - aerobic illusion 40.32 2023/07/07 22:10:55 - mmengine - INFO - aerobic bent leg(s) jump 24.13 2023/07/07 22:10:55 - mmengine - INFO - aerobic pike jump 13.61 2023/07/07 22:10:55 - mmengine - INFO - aerobic straddle jump 27.42 2023/07/07 22:10:55 - mmengine - INFO - aerobic split jump 28.15 2023/07/07 22:10:55 - mmengine - INFO - aerobic scissors leap 33.08 2023/07/07 22:10:55 - mmengine - INFO - aerobic split 13.78 2023/07/07 22:10:55 - mmengine - INFO - aerobic turn 34.94 2023/07/07 22:10:55 - mmengine - INFO - volleyball serve 62.93 2023/07/07 22:10:55 - mmengine - INFO - volleyball block 26.16 2023/07/07 22:10:55 - mmengine - INFO - volleyball first pass 22.44 2023/07/07 22:10:55 - mmengine - INFO - volleyball defend 5.35 2023/07/07 22:10:55 - mmengine - INFO - volleyball protect 0.00 2023/07/07 22:10:55 - mmengine - INFO - volleyball second pass 39.66 2023/07/07 22:10:55 - mmengine - INFO - volleyball adjust 0.22 2023/07/07 22:10:55 - mmengine - INFO - volleyball save 0.00 2023/07/07 22:10:55 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 22:10:55 - mmengine - INFO - volleyball spike 25.38 2023/07/07 22:10:55 - mmengine - INFO - volleyball dink 12.26 2023/07/07 22:10:55 - mmengine - INFO - volleyball no offensive attack 8.24 2023/07/07 22:10:55 - mmengine - INFO - football shoot 0.00 2023/07/07 22:10:55 - mmengine - INFO - football long pass 5.08 2023/07/07 22:10:55 - mmengine - INFO - football short pass 3.30 2023/07/07 22:10:55 - mmengine - INFO - football through pass 0.00 2023/07/07 22:10:55 - mmengine - INFO - football cross 0.00 2023/07/07 22:10:55 - mmengine - INFO - football dribble 5.86 2023/07/07 22:10:55 - mmengine - INFO - football trap 5.46 2023/07/07 22:10:55 - mmengine - INFO - football throw 10.00 2023/07/07 22:10:55 - mmengine - INFO - football diving 5.13 2023/07/07 22:10:55 - mmengine - INFO - football tackle 0.00 2023/07/07 22:10:55 - mmengine - INFO - football steal 0.00 2023/07/07 22:10:55 - mmengine - INFO - football clearance 2.78 2023/07/07 22:10:55 - mmengine - INFO - football block 0.00 2023/07/07 22:10:55 - mmengine - INFO - football press 0.09 2023/07/07 22:10:55 - mmengine - INFO - football aerial duels 1.54 2023/07/07 22:10:55 - mmengine - INFO - basketball pass 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball drive 0.76 2023/07/07 22:10:55 - mmengine - INFO - basketball dribble 12.18 2023/07/07 22:10:55 - mmengine - INFO - basketball 3-point shot 21.14 2023/07/07 22:10:55 - mmengine - INFO - basketball 2-point shot 13.10 2023/07/07 22:10:55 - mmengine - INFO - basketball free throw 31.64 2023/07/07 22:10:55 - mmengine - INFO - basketball block 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball defensive rebound 11.52 2023/07/07 22:10:55 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball interfere shot 2.12 2023/07/07 22:10:55 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball sag 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball screen 0.00 2023/07/07 22:10:55 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 22:10:55 - mmengine - INFO - mAP 16.09 2023/07/07 22:11:00 - mmengine - INFO - Epoch(val) [4][12617/12617] mAP/frameAP: 35.3616 mAP/v_map@0.2: 21.7647 mAP/v_map@0.5: 16.0924 mAP/v_map_0.05:0.45: 20.8480 mAP/v_map_0.10:0.90: 14.1374 mAP/v_map_0.50:0.95: 7.8206 data_time: 0.0455 time: 0.0825 2023/07/07 22:11:47 - mmengine - INFO - Epoch(train) [5][ 20/2255] lr: 1.1250e-02 eta: 4:16:48 time: 2.3263 data_time: 0.5498 memory: 18620 grad_norm: 2.8391 loss: 0.8909 recall@thr=0.5: 0.9310 prec@thr=0.5: 0.9310 recall@top3: 0.9310 prec@top3: 0.3103 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.8909 2023/07/07 22:12:20 - mmengine - INFO - Epoch(train) [5][ 40/2255] lr: 1.1250e-02 eta: 4:16:12 time: 1.6621 data_time: 0.0894 memory: 18620 grad_norm: 3.4136 loss: 0.7957 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.7419 recall@top3: 0.7419 prec@top3: 0.2473 recall@top5: 0.7419 prec@top5: 0.1484 loss_action_cls: 0.7957 2023/07/07 22:12:55 - mmengine - INFO - Epoch(train) [5][ 60/2255] lr: 1.1250e-02 eta: 4:15:39 time: 1.7701 data_time: 0.1014 memory: 18620 grad_norm: 3.5976 loss: 0.7993 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7391 recall@top3: 0.7826 prec@top3: 0.2609 recall@top5: 0.7826 prec@top5: 0.1565 loss_action_cls: 0.7993 2023/07/07 22:13:27 - mmengine - INFO - Epoch(train) [5][ 80/2255] lr: 1.1250e-02 eta: 4:15:02 time: 1.5799 data_time: 0.0971 memory: 18620 grad_norm: 3.5950 loss: 0.7664 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.7664 2023/07/07 22:14:00 - mmengine - INFO - Epoch(train) [5][ 100/2255] lr: 1.1250e-02 eta: 4:14:27 time: 1.6407 data_time: 0.0946 memory: 18620 grad_norm: 3.4272 loss: 1.0033 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.7941 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.8824 prec@top5: 0.1765 loss_action_cls: 1.0033 2023/07/07 22:14:31 - mmengine - INFO - Epoch(train) [5][ 120/2255] lr: 1.1250e-02 eta: 4:13:50 time: 1.5848 data_time: 0.0959 memory: 18620 grad_norm: 3.3802 loss: 1.0810 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.6579 recall@top3: 0.9211 prec@top3: 0.3070 recall@top5: 0.9211 prec@top5: 0.1842 loss_action_cls: 1.0810 2023/07/07 22:15:05 - mmengine - INFO - Epoch(train) [5][ 140/2255] lr: 1.1250e-02 eta: 4:13:16 time: 1.6965 data_time: 0.0955 memory: 18620 grad_norm: 3.5606 loss: 0.8944 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7059 recall@top3: 0.7647 prec@top3: 0.2549 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.8944 2023/07/07 22:15:36 - mmengine - INFO - Epoch(train) [5][ 160/2255] lr: 1.1250e-02 eta: 4:12:38 time: 1.5526 data_time: 0.0880 memory: 18620 grad_norm: 3.2741 loss: 0.8252 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8974 prec@top3: 0.2991 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.8252 2023/07/07 22:16:12 - mmengine - INFO - Epoch(train) [5][ 180/2255] lr: 1.1250e-02 eta: 4:12:05 time: 1.7684 data_time: 0.0868 memory: 18620 grad_norm: 3.4304 loss: 0.9410 recall@thr=0.5: 0.6136 prec@thr=0.5: 0.6136 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7955 prec@top5: 0.1591 loss_action_cls: 0.9410 2023/07/07 22:16:40 - mmengine - INFO - Epoch(train) [5][ 200/2255] lr: 1.1250e-02 eta: 4:11:25 time: 1.4145 data_time: 0.0920 memory: 18620 grad_norm: 3.5732 loss: 0.8861 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9500 prec@top5: 0.1900 loss_action_cls: 0.8861 2023/07/07 22:17:11 - mmengine - INFO - Epoch(train) [5][ 220/2255] lr: 1.1250e-02 eta: 4:10:48 time: 1.5543 data_time: 0.1003 memory: 18620 grad_norm: 3.5093 loss: 0.8101 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6400 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 0.8101 2023/07/07 22:17:43 - mmengine - INFO - Epoch(train) [5][ 240/2255] lr: 1.1250e-02 eta: 4:10:12 time: 1.5987 data_time: 0.0903 memory: 18620 grad_norm: 3.4138 loss: 0.8589 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 0.8589 2023/07/07 22:18:16 - mmengine - INFO - Epoch(train) [5][ 260/2255] lr: 1.1250e-02 eta: 4:09:36 time: 1.6313 data_time: 0.1204 memory: 18620 grad_norm: 3.4414 loss: 0.9169 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7200 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.9169 2023/07/07 22:18:46 - mmengine - INFO - Epoch(train) [5][ 280/2255] lr: 1.1250e-02 eta: 4:08:58 time: 1.4992 data_time: 0.0953 memory: 18620 grad_norm: 3.2641 loss: 0.8840 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.7895 recall@top3: 0.7895 prec@top3: 0.2632 recall@top5: 0.9474 prec@top5: 0.1895 loss_action_cls: 0.8840 2023/07/07 22:19:21 - mmengine - INFO - Epoch(train) [5][ 300/2255] lr: 1.1250e-02 eta: 4:08:25 time: 1.7762 data_time: 0.0860 memory: 18620 grad_norm: 3.6552 loss: 0.8950 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.8950 2023/07/07 22:19:51 - mmengine - INFO - Epoch(train) [5][ 320/2255] lr: 1.1250e-02 eta: 4:07:46 time: 1.4659 data_time: 0.0947 memory: 18620 grad_norm: 3.5726 loss: 0.7872 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7407 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.7872 2023/07/07 22:20:24 - mmengine - INFO - Epoch(train) [5][ 340/2255] lr: 1.1250e-02 eta: 4:07:12 time: 1.6836 data_time: 0.0918 memory: 18620 grad_norm: 3.7907 loss: 0.9596 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8286 prec@top3: 0.2762 recall@top5: 0.8286 prec@top5: 0.1657 loss_action_cls: 0.9596 2023/07/07 22:20:55 - mmengine - INFO - Epoch(train) [5][ 360/2255] lr: 1.1250e-02 eta: 4:06:34 time: 1.5133 data_time: 0.0836 memory: 18620 grad_norm: 3.4895 loss: 0.9716 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8400 prec@top3: 0.2800 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 0.9716 2023/07/07 22:21:26 - mmengine - INFO - Epoch(train) [5][ 380/2255] lr: 1.1250e-02 eta: 4:05:58 time: 1.5922 data_time: 0.1094 memory: 18620 grad_norm: 3.6069 loss: 1.0056 recall@thr=0.5: 0.7241 prec@thr=0.5: 0.7241 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 1.0056 2023/07/07 22:21:56 - mmengine - INFO - Epoch(train) [5][ 400/2255] lr: 1.1250e-02 eta: 4:05:20 time: 1.5012 data_time: 0.0924 memory: 18620 grad_norm: 3.5071 loss: 0.8336 recall@thr=0.5: 1.0000 prec@thr=0.5: 1.0000 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8336 2023/07/07 22:22:28 - mmengine - INFO - Epoch(train) [5][ 420/2255] lr: 1.1250e-02 eta: 4:04:44 time: 1.6049 data_time: 0.0942 memory: 18620 grad_norm: 3.1821 loss: 0.8997 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.8997 2023/07/07 22:23:00 - mmengine - INFO - Epoch(train) [5][ 440/2255] lr: 1.1250e-02 eta: 4:04:08 time: 1.5989 data_time: 0.0974 memory: 18620 grad_norm: 3.2679 loss: 0.7739 recall@thr=0.5: 0.9545 prec@thr=0.5: 0.9545 recall@top3: 0.9545 prec@top3: 0.3182 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 0.7739 2023/07/07 22:23:32 - mmengine - INFO - Epoch(train) [5][ 460/2255] lr: 1.1250e-02 eta: 4:03:31 time: 1.5855 data_time: 0.1038 memory: 18620 grad_norm: 3.0868 loss: 0.8295 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.8295 2023/07/07 22:24:03 - mmengine - INFO - Epoch(train) [5][ 480/2255] lr: 1.1250e-02 eta: 4:02:54 time: 1.5598 data_time: 0.0856 memory: 18620 grad_norm: 2.9068 loss: 0.8482 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.7742 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 0.8482 2023/07/07 22:24:36 - mmengine - INFO - Epoch(train) [5][ 500/2255] lr: 1.1250e-02 eta: 4:02:19 time: 1.6254 data_time: 0.1035 memory: 18620 grad_norm: 3.2167 loss: 0.9083 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.7778 prec@top5: 0.1556 loss_action_cls: 0.9083 2023/07/07 22:25:07 - mmengine - INFO - Epoch(train) [5][ 520/2255] lr: 1.1250e-02 eta: 4:01:42 time: 1.5422 data_time: 0.0967 memory: 18620 grad_norm: 3.3357 loss: 0.9348 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.7941 prec@top3: 0.2647 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 0.9348 2023/07/07 22:25:40 - mmengine - INFO - Epoch(train) [5][ 540/2255] lr: 1.1250e-02 eta: 4:01:07 time: 1.6816 data_time: 0.0910 memory: 18620 grad_norm: 3.0688 loss: 1.0524 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.7667 prec@top5: 0.1533 loss_action_cls: 1.0524 2023/07/07 22:26:10 - mmengine - INFO - Epoch(train) [5][ 560/2255] lr: 1.1250e-02 eta: 4:00:29 time: 1.4773 data_time: 0.1006 memory: 18620 grad_norm: 3.4690 loss: 0.9288 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 0.9288 2023/07/07 22:26:44 - mmengine - INFO - Epoch(train) [5][ 580/2255] lr: 1.1250e-02 eta: 3:59:55 time: 1.6912 data_time: 0.1028 memory: 18620 grad_norm: 3.1229 loss: 1.0398 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 1.0398 2023/07/07 22:27:13 - mmengine - INFO - Epoch(train) [5][ 600/2255] lr: 1.1250e-02 eta: 3:59:16 time: 1.4670 data_time: 0.0882 memory: 18620 grad_norm: 2.9844 loss: 0.8099 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.7949 recall@top3: 0.8718 prec@top3: 0.2906 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.8099 2023/07/07 22:27:48 - mmengine - INFO - Epoch(train) [5][ 620/2255] lr: 1.1250e-02 eta: 3:58:43 time: 1.7314 data_time: 0.1113 memory: 18620 grad_norm: 2.9558 loss: 0.7648 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.5667 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7333 prec@top5: 0.1467 loss_action_cls: 0.7648 2023/07/07 22:28:17 - mmengine - INFO - Epoch(train) [5][ 640/2255] lr: 1.1250e-02 eta: 3:58:04 time: 1.4501 data_time: 0.0877 memory: 18620 grad_norm: 3.1099 loss: 0.7768 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8437 recall@top3: 0.9062 prec@top3: 0.3021 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.7768 2023/07/07 22:28:52 - mmengine - INFO - Epoch(train) [5][ 660/2255] lr: 1.1250e-02 eta: 3:57:31 time: 1.7623 data_time: 0.0884 memory: 18620 grad_norm: 3.1357 loss: 0.9408 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8095 recall@top3: 0.8810 prec@top3: 0.2937 recall@top5: 0.8810 prec@top5: 0.1762 loss_action_cls: 0.9408 2023/07/07 22:29:20 - mmengine - INFO - Epoch(train) [5][ 680/2255] lr: 1.1250e-02 eta: 3:56:52 time: 1.4070 data_time: 0.0967 memory: 18620 grad_norm: 3.0926 loss: 0.9104 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.7941 prec@top3: 0.2647 recall@top5: 0.7941 prec@top5: 0.1588 loss_action_cls: 0.9104 2023/07/07 22:29:51 - mmengine - INFO - Epoch(train) [5][ 700/2255] lr: 1.1250e-02 eta: 3:56:16 time: 1.5700 data_time: 0.1024 memory: 18620 grad_norm: 2.8853 loss: 0.8545 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.8545 2023/07/07 22:30:21 - mmengine - INFO - Epoch(train) [5][ 720/2255] lr: 1.1250e-02 eta: 3:55:38 time: 1.4871 data_time: 0.0929 memory: 18620 grad_norm: 3.0876 loss: 0.8371 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8371 2023/07/07 22:30:56 - mmengine - INFO - Epoch(train) [5][ 740/2255] lr: 1.1250e-02 eta: 3:55:04 time: 1.7412 data_time: 0.1054 memory: 18620 grad_norm: 3.2098 loss: 0.8321 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7391 recall@top3: 0.8696 prec@top3: 0.2899 recall@top5: 0.9130 prec@top5: 0.1826 loss_action_cls: 0.8321 2023/07/07 22:31:27 - mmengine - INFO - Epoch(train) [5][ 760/2255] lr: 1.1250e-02 eta: 3:54:28 time: 1.5456 data_time: 0.0877 memory: 18620 grad_norm: 3.2750 loss: 0.7771 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.7771 2023/07/07 22:31:58 - mmengine - INFO - Epoch(train) [5][ 780/2255] lr: 1.1250e-02 eta: 3:53:51 time: 1.5686 data_time: 0.1061 memory: 18620 grad_norm: 3.1272 loss: 0.8577 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7187 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.8577 2023/07/07 22:32:29 - mmengine - INFO - Epoch(train) [5][ 800/2255] lr: 1.1250e-02 eta: 3:53:14 time: 1.5137 data_time: 0.0821 memory: 18620 grad_norm: 3.0933 loss: 0.9411 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7200 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 0.9411 2023/07/07 22:33:02 - mmengine - INFO - Epoch(train) [5][ 820/2255] lr: 1.1250e-02 eta: 3:52:40 time: 1.6900 data_time: 0.0953 memory: 18620 grad_norm: 3.1696 loss: 1.0204 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.8788 recall@top3: 0.8788 prec@top3: 0.2929 recall@top5: 0.8788 prec@top5: 0.1758 loss_action_cls: 1.0204 2023/07/07 22:33:33 - mmengine - INFO - Epoch(train) [5][ 840/2255] lr: 1.1250e-02 eta: 3:52:03 time: 1.5187 data_time: 0.0907 memory: 18620 grad_norm: 2.9387 loss: 0.9062 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7407 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.9062 2023/07/07 22:34:07 - mmengine - INFO - Epoch(train) [5][ 860/2255] lr: 1.1250e-02 eta: 3:51:29 time: 1.7057 data_time: 0.0829 memory: 18620 grad_norm: 2.8385 loss: 0.9417 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 0.9417 2023/07/07 22:34:35 - mmengine - INFO - Epoch(train) [5][ 880/2255] lr: 1.1250e-02 eta: 3:50:50 time: 1.3993 data_time: 0.0909 memory: 18620 grad_norm: 2.7280 loss: 0.8696 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7407 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8696 2023/07/07 22:35:09 - mmengine - INFO - Epoch(train) [5][ 900/2255] lr: 1.1250e-02 eta: 3:50:15 time: 1.6875 data_time: 0.0946 memory: 18620 grad_norm: 3.0589 loss: 0.7965 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.7941 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.7965 2023/07/07 22:35:40 - mmengine - INFO - Epoch(train) [5][ 920/2255] lr: 1.1250e-02 eta: 3:49:39 time: 1.5528 data_time: 0.0791 memory: 18620 grad_norm: 3.0567 loss: 0.7640 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 0.7640 2023/07/07 22:36:14 - mmengine - INFO - Epoch(train) [5][ 940/2255] lr: 1.1250e-02 eta: 3:49:05 time: 1.7012 data_time: 0.1048 memory: 18620 grad_norm: 3.5450 loss: 0.9873 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8056 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.9873 2023/07/07 22:36:44 - mmengine - INFO - Epoch(train) [5][ 960/2255] lr: 1.1250e-02 eta: 3:48:28 time: 1.5291 data_time: 0.1177 memory: 18620 grad_norm: 3.1454 loss: 0.7812 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7568 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.7812 2023/07/07 22:37:18 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 22:37:18 - mmengine - INFO - Epoch(train) [5][ 980/2255] lr: 1.1250e-02 eta: 3:47:54 time: 1.6666 data_time: 0.0891 memory: 18620 grad_norm: 3.2637 loss: 0.9483 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 0.9483 2023/07/07 22:37:48 - mmengine - INFO - Epoch(train) [5][1000/2255] lr: 1.1250e-02 eta: 3:47:16 time: 1.5029 data_time: 0.0806 memory: 18620 grad_norm: 3.4447 loss: 0.8983 recall@thr=0.5: 0.9643 prec@thr=0.5: 0.9643 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8983 2023/07/07 22:38:19 - mmengine - INFO - Epoch(train) [5][1020/2255] lr: 1.1250e-02 eta: 3:46:40 time: 1.5596 data_time: 0.0998 memory: 18620 grad_norm: 2.9964 loss: 0.7548 recall@thr=0.5: 0.8444 prec@thr=0.5: 0.8444 recall@top3: 0.9111 prec@top3: 0.3037 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 0.7548 2023/07/07 22:38:49 - mmengine - INFO - Epoch(train) [5][1040/2255] lr: 1.1250e-02 eta: 3:46:03 time: 1.5142 data_time: 0.1055 memory: 18620 grad_norm: 2.8343 loss: 0.9090 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.7600 prec@top5: 0.1520 loss_action_cls: 0.9090 2023/07/07 22:39:23 - mmengine - INFO - Epoch(train) [5][1060/2255] lr: 1.1250e-02 eta: 3:45:29 time: 1.6975 data_time: 0.0985 memory: 18620 grad_norm: 3.2849 loss: 0.8908 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 0.8908 2023/07/07 22:39:53 - mmengine - INFO - Epoch(train) [5][1080/2255] lr: 1.1250e-02 eta: 3:44:52 time: 1.5074 data_time: 0.0859 memory: 18620 grad_norm: 3.5934 loss: 0.7795 recall@thr=0.5: 0.7609 prec@thr=0.5: 0.7609 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.8261 prec@top5: 0.1652 loss_action_cls: 0.7795 2023/07/07 22:40:27 - mmengine - INFO - Epoch(train) [5][1100/2255] lr: 1.1250e-02 eta: 3:44:18 time: 1.6941 data_time: 0.0896 memory: 18620 grad_norm: 3.1560 loss: 0.8411 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8788 prec@top3: 0.2929 recall@top5: 0.8788 prec@top5: 0.1758 loss_action_cls: 0.8411 2023/07/07 22:40:57 - mmengine - INFO - Epoch(train) [5][1120/2255] lr: 1.1250e-02 eta: 3:43:41 time: 1.4957 data_time: 0.0876 memory: 18620 grad_norm: 2.9000 loss: 0.7816 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.7816 2023/07/07 22:41:29 - mmengine - INFO - Epoch(train) [5][1140/2255] lr: 1.1250e-02 eta: 3:43:05 time: 1.6021 data_time: 0.0981 memory: 18620 grad_norm: 2.7401 loss: 0.8722 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7812 prec@top3: 0.2604 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 0.8722 2023/07/07 22:42:00 - mmengine - INFO - Epoch(train) [5][1160/2255] lr: 1.1250e-02 eta: 3:42:29 time: 1.5276 data_time: 0.0912 memory: 18620 grad_norm: 2.9570 loss: 0.8495 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8437 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9688 prec@top5: 0.1937 loss_action_cls: 0.8495 2023/07/07 22:42:33 - mmengine - INFO - Epoch(train) [5][1180/2255] lr: 1.1250e-02 eta: 3:41:54 time: 1.6546 data_time: 0.0937 memory: 18620 grad_norm: 2.8373 loss: 0.9725 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.9725 2023/07/07 22:43:04 - mmengine - INFO - Epoch(train) [5][1200/2255] lr: 1.1250e-02 eta: 3:41:18 time: 1.5388 data_time: 0.0857 memory: 18620 grad_norm: 2.6872 loss: 0.7789 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.8667 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.7789 2023/07/07 22:43:36 - mmengine - INFO - Epoch(train) [5][1220/2255] lr: 1.1250e-02 eta: 3:40:42 time: 1.6125 data_time: 0.0999 memory: 18620 grad_norm: 3.1264 loss: 0.8048 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.9062 prec@top5: 0.1812 loss_action_cls: 0.8048 2023/07/07 22:44:05 - mmengine - INFO - Epoch(train) [5][1240/2255] lr: 1.1250e-02 eta: 3:40:05 time: 1.4703 data_time: 0.0849 memory: 18620 grad_norm: 3.2519 loss: 0.8414 recall@thr=0.5: 0.9024 prec@thr=0.5: 0.9024 recall@top3: 0.9268 prec@top3: 0.3089 recall@top5: 0.9268 prec@top5: 0.1854 loss_action_cls: 0.8414 2023/07/07 22:44:38 - mmengine - INFO - Epoch(train) [5][1260/2255] lr: 1.1250e-02 eta: 3:39:30 time: 1.6353 data_time: 0.0972 memory: 18620 grad_norm: 3.0895 loss: 0.8108 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.8108 2023/07/07 22:45:09 - mmengine - INFO - Epoch(train) [5][1280/2255] lr: 1.1250e-02 eta: 3:38:54 time: 1.5452 data_time: 0.0853 memory: 18620 grad_norm: 2.8885 loss: 0.8185 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8125 prec@top3: 0.2708 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.8185 2023/07/07 22:45:42 - mmengine - INFO - Epoch(train) [5][1300/2255] lr: 1.1250e-02 eta: 3:38:19 time: 1.6455 data_time: 0.0901 memory: 18620 grad_norm: 2.9016 loss: 0.6854 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.6854 2023/07/07 22:46:12 - mmengine - INFO - Epoch(train) [5][1320/2255] lr: 1.1250e-02 eta: 3:37:42 time: 1.4916 data_time: 0.0828 memory: 18620 grad_norm: 3.1360 loss: 0.8075 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8125 prec@top5: 0.1625 loss_action_cls: 0.8075 2023/07/07 22:46:44 - mmengine - INFO - Epoch(train) [5][1340/2255] lr: 1.1250e-02 eta: 3:37:08 time: 1.6455 data_time: 0.1102 memory: 18620 grad_norm: 3.3485 loss: 0.9112 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.9112 2023/07/07 22:47:14 - mmengine - INFO - Epoch(train) [5][1360/2255] lr: 1.1250e-02 eta: 3:36:31 time: 1.4982 data_time: 0.0831 memory: 18620 grad_norm: 3.1218 loss: 1.0008 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8800 prec@top5: 0.1760 loss_action_cls: 1.0008 2023/07/07 22:47:45 - mmengine - INFO - Epoch(train) [5][1380/2255] lr: 1.1250e-02 eta: 3:35:54 time: 1.5197 data_time: 0.0935 memory: 18620 grad_norm: 3.2655 loss: 0.7808 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.7941 recall@top3: 0.9412 prec@top3: 0.3137 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 0.7808 2023/07/07 22:48:15 - mmengine - INFO - Epoch(train) [5][1400/2255] lr: 1.1250e-02 eta: 3:35:17 time: 1.4997 data_time: 0.0976 memory: 18620 grad_norm: 3.1406 loss: 0.8821 recall@thr=0.5: 0.8800 prec@thr=0.5: 0.8800 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 0.8821 2023/07/07 22:48:48 - mmengine - INFO - Epoch(train) [5][1420/2255] lr: 1.1250e-02 eta: 3:34:43 time: 1.6520 data_time: 0.1071 memory: 18620 grad_norm: 3.2343 loss: 0.9976 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.7826 recall@top3: 0.8913 prec@top3: 0.2971 recall@top5: 0.8913 prec@top5: 0.1783 loss_action_cls: 0.9976 2023/07/07 22:49:16 - mmengine - INFO - Epoch(train) [5][1440/2255] lr: 1.1250e-02 eta: 3:34:05 time: 1.4177 data_time: 0.1051 memory: 18620 grad_norm: 2.9990 loss: 0.9016 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.6364 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 0.9016 2023/07/07 22:49:51 - mmengine - INFO - Epoch(train) [5][1460/2255] lr: 1.1250e-02 eta: 3:33:32 time: 1.7352 data_time: 0.0897 memory: 18620 grad_norm: 2.9058 loss: 0.8295 recall@thr=0.5: 0.8250 prec@thr=0.5: 0.8250 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.8295 2023/07/07 22:50:21 - mmengine - INFO - Epoch(train) [5][1480/2255] lr: 1.1250e-02 eta: 3:32:55 time: 1.5059 data_time: 0.0899 memory: 18620 grad_norm: 3.0283 loss: 0.8139 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.9310 prec@top3: 0.3103 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 0.8139 2023/07/07 22:50:56 - mmengine - INFO - Epoch(train) [5][1500/2255] lr: 1.1250e-02 eta: 3:32:22 time: 1.7429 data_time: 0.1275 memory: 18620 grad_norm: 2.9379 loss: 0.7138 recall@thr=0.5: 0.8250 prec@thr=0.5: 0.8250 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.8500 prec@top5: 0.1700 loss_action_cls: 0.7138 2023/07/07 22:51:26 - mmengine - INFO - Epoch(train) [5][1520/2255] lr: 1.1250e-02 eta: 3:31:45 time: 1.5053 data_time: 0.0839 memory: 18620 grad_norm: 3.0054 loss: 1.1481 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.5769 prec@top3: 0.1923 recall@top5: 0.6154 prec@top5: 0.1231 loss_action_cls: 1.1481 2023/07/07 22:51:58 - mmengine - INFO - Epoch(train) [5][1540/2255] lr: 1.1250e-02 eta: 3:31:10 time: 1.5782 data_time: 0.0930 memory: 18620 grad_norm: 2.9400 loss: 0.9437 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.9437 2023/07/07 22:52:28 - mmengine - INFO - Epoch(train) [5][1560/2255] lr: 1.1250e-02 eta: 3:30:33 time: 1.5240 data_time: 0.0895 memory: 18620 grad_norm: 3.0122 loss: 0.8957 recall@thr=0.5: 0.9231 prec@thr=0.5: 0.9231 recall@top3: 0.9615 prec@top3: 0.3205 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 0.8957 2023/07/07 22:53:01 - mmengine - INFO - Epoch(train) [5][1580/2255] lr: 1.1250e-02 eta: 3:29:59 time: 1.6505 data_time: 0.0980 memory: 18620 grad_norm: 2.6321 loss: 0.9492 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7619 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.9492 2023/07/07 22:53:33 - mmengine - INFO - Epoch(train) [5][1600/2255] lr: 1.1250e-02 eta: 3:29:24 time: 1.6159 data_time: 0.0868 memory: 18620 grad_norm: 2.7245 loss: 0.8344 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.8344 2023/07/07 22:54:06 - mmengine - INFO - Epoch(train) [5][1620/2255] lr: 1.1250e-02 eta: 3:28:49 time: 1.6074 data_time: 0.0946 memory: 18620 grad_norm: 2.6720 loss: 0.9362 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.7949 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.9362 2023/07/07 22:54:35 - mmengine - INFO - Epoch(train) [5][1640/2255] lr: 1.1250e-02 eta: 3:28:12 time: 1.4719 data_time: 0.0923 memory: 18620 grad_norm: 2.8473 loss: 0.7177 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7177 2023/07/07 22:55:08 - mmengine - INFO - Epoch(train) [5][1660/2255] lr: 1.1250e-02 eta: 3:27:38 time: 1.6579 data_time: 0.1110 memory: 18620 grad_norm: 3.0092 loss: 0.9015 recall@thr=0.5: 0.6452 prec@thr=0.5: 0.6452 recall@top3: 0.8387 prec@top3: 0.2796 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.9015 2023/07/07 22:55:40 - mmengine - INFO - Epoch(train) [5][1680/2255] lr: 1.1250e-02 eta: 3:27:03 time: 1.5997 data_time: 0.0999 memory: 18620 grad_norm: 2.9143 loss: 0.9511 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.8667 prec@top5: 0.1733 loss_action_cls: 0.9511 2023/07/07 22:56:14 - mmengine - INFO - Epoch(train) [5][1700/2255] lr: 1.1250e-02 eta: 3:26:29 time: 1.7124 data_time: 0.0962 memory: 18620 grad_norm: 2.8900 loss: 0.7968 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.7742 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.7968 2023/07/07 22:56:44 - mmengine - INFO - Epoch(train) [5][1720/2255] lr: 1.1250e-02 eta: 3:25:52 time: 1.4647 data_time: 0.0869 memory: 18620 grad_norm: 3.1834 loss: 0.9346 recall@thr=0.5: 0.5909 prec@thr=0.5: 0.5909 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.9346 2023/07/07 22:57:18 - mmengine - INFO - Epoch(train) [5][1740/2255] lr: 1.1250e-02 eta: 3:25:19 time: 1.7140 data_time: 0.1218 memory: 18620 grad_norm: 3.0574 loss: 0.8610 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8610 2023/07/07 22:57:47 - mmengine - INFO - Epoch(train) [5][1760/2255] lr: 1.1250e-02 eta: 3:24:41 time: 1.4492 data_time: 0.0982 memory: 18620 grad_norm: 2.9674 loss: 0.9834 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.9834 2023/07/07 22:58:22 - mmengine - INFO - Epoch(train) [5][1780/2255] lr: 1.1250e-02 eta: 3:24:08 time: 1.7436 data_time: 0.1057 memory: 18620 grad_norm: 2.9216 loss: 0.8310 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.8310 2023/07/07 22:58:53 - mmengine - INFO - Epoch(train) [5][1800/2255] lr: 1.1250e-02 eta: 3:23:32 time: 1.5357 data_time: 0.0867 memory: 18620 grad_norm: 2.8948 loss: 0.8704 recall@thr=0.5: 0.8718 prec@thr=0.5: 0.8718 recall@top3: 0.8974 prec@top3: 0.2991 recall@top5: 0.8974 prec@top5: 0.1795 loss_action_cls: 0.8704 2023/07/07 22:59:26 - mmengine - INFO - Epoch(train) [5][1820/2255] lr: 1.1250e-02 eta: 3:22:58 time: 1.6577 data_time: 0.1035 memory: 18620 grad_norm: 2.6769 loss: 0.6996 recall@thr=0.5: 0.9032 prec@thr=0.5: 0.9032 recall@top3: 0.9677 prec@top3: 0.3226 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.6996 2023/07/07 22:59:56 - mmengine - INFO - Epoch(train) [5][1840/2255] lr: 1.1250e-02 eta: 3:22:22 time: 1.4997 data_time: 0.0903 memory: 18620 grad_norm: 2.8487 loss: 0.7555 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7917 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7555 2023/07/07 23:00:29 - mmengine - INFO - Epoch(train) [5][1860/2255] lr: 1.1250e-02 eta: 3:21:47 time: 1.6610 data_time: 0.1060 memory: 18620 grad_norm: 3.2405 loss: 0.8241 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 0.8241 2023/07/07 23:00:58 - mmengine - INFO - Epoch(train) [5][1880/2255] lr: 1.1250e-02 eta: 3:21:11 time: 1.4550 data_time: 0.1004 memory: 18620 grad_norm: 2.6306 loss: 0.8882 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8788 prec@top3: 0.2929 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.8882 2023/07/07 23:01:31 - mmengine - INFO - Epoch(train) [5][1900/2255] lr: 1.1250e-02 eta: 3:20:36 time: 1.6471 data_time: 0.0869 memory: 18620 grad_norm: 2.9560 loss: 0.7030 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8125 prec@top5: 0.1625 loss_action_cls: 0.7030 2023/07/07 23:02:03 - mmengine - INFO - Epoch(train) [5][1920/2255] lr: 1.1250e-02 eta: 3:20:01 time: 1.6120 data_time: 0.0886 memory: 18620 grad_norm: 2.7233 loss: 0.8481 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.8481 2023/07/07 23:02:36 - mmengine - INFO - Epoch(train) [5][1940/2255] lr: 1.1250e-02 eta: 3:19:27 time: 1.6441 data_time: 0.0891 memory: 18620 grad_norm: 2.8362 loss: 0.9779 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.5556 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 0.9779 2023/07/07 23:03:05 - mmengine - INFO - Epoch(train) [5][1960/2255] lr: 1.1250e-02 eta: 3:18:50 time: 1.4638 data_time: 0.0948 memory: 18620 grad_norm: 2.7647 loss: 0.8443 recall@thr=0.5: 0.8421 prec@thr=0.5: 0.8421 recall@top3: 0.9474 prec@top3: 0.3158 recall@top5: 0.9737 prec@top5: 0.1947 loss_action_cls: 0.8443 2023/07/07 23:03:39 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 23:03:39 - mmengine - INFO - Epoch(train) [5][1980/2255] lr: 1.1250e-02 eta: 3:18:16 time: 1.6712 data_time: 0.0925 memory: 18620 grad_norm: 2.8637 loss: 0.6779 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.6779 2023/07/07 23:04:07 - mmengine - INFO - Epoch(train) [5][2000/2255] lr: 1.1250e-02 eta: 3:17:39 time: 1.4111 data_time: 0.0931 memory: 18620 grad_norm: 2.4726 loss: 0.8118 recall@thr=0.5: 0.8718 prec@thr=0.5: 0.8718 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.8118 2023/07/07 23:04:40 - mmengine - INFO - Epoch(train) [5][2020/2255] lr: 1.1250e-02 eta: 3:17:05 time: 1.6592 data_time: 0.0976 memory: 18620 grad_norm: 3.1500 loss: 0.8557 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7917 prec@top5: 0.1583 loss_action_cls: 0.8557 2023/07/07 23:05:10 - mmengine - INFO - Epoch(train) [5][2040/2255] lr: 1.1250e-02 eta: 3:16:29 time: 1.5151 data_time: 0.0894 memory: 18620 grad_norm: 3.0575 loss: 0.8447 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.8447 2023/07/07 23:05:43 - mmengine - INFO - Epoch(train) [5][2060/2255] lr: 1.1250e-02 eta: 3:15:54 time: 1.6257 data_time: 0.1030 memory: 18620 grad_norm: 2.5722 loss: 0.8247 recall@thr=0.5: 0.8718 prec@thr=0.5: 0.8718 recall@top3: 0.8974 prec@top3: 0.2991 recall@top5: 0.8974 prec@top5: 0.1795 loss_action_cls: 0.8247 2023/07/07 23:06:14 - mmengine - INFO - Epoch(train) [5][2080/2255] lr: 1.1250e-02 eta: 3:15:18 time: 1.5293 data_time: 0.0972 memory: 18620 grad_norm: 2.7781 loss: 0.8962 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.8962 2023/07/07 23:06:47 - mmengine - INFO - Epoch(train) [5][2100/2255] lr: 1.1250e-02 eta: 3:14:45 time: 1.6870 data_time: 0.0919 memory: 18620 grad_norm: 2.9755 loss: 0.8810 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 0.8810 2023/07/07 23:07:17 - mmengine - INFO - Epoch(train) [5][2120/2255] lr: 1.1250e-02 eta: 3:14:08 time: 1.4768 data_time: 0.0799 memory: 18620 grad_norm: 2.7192 loss: 0.8730 recall@thr=0.5: 0.8049 prec@thr=0.5: 0.8049 recall@top3: 0.8780 prec@top3: 0.2927 recall@top5: 0.9024 prec@top5: 0.1805 loss_action_cls: 0.8730 2023/07/07 23:07:49 - mmengine - INFO - Epoch(train) [5][2140/2255] lr: 1.1250e-02 eta: 3:13:33 time: 1.6031 data_time: 0.0990 memory: 18620 grad_norm: 2.6248 loss: 0.8074 recall@thr=0.5: 0.8049 prec@thr=0.5: 0.8049 recall@top3: 0.8293 prec@top3: 0.2764 recall@top5: 0.8293 prec@top5: 0.1659 loss_action_cls: 0.8074 2023/07/07 23:08:18 - mmengine - INFO - Epoch(train) [5][2160/2255] lr: 1.1250e-02 eta: 3:12:57 time: 1.4778 data_time: 0.1017 memory: 18620 grad_norm: 2.6883 loss: 0.7504 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.7504 2023/07/07 23:08:51 - mmengine - INFO - Epoch(train) [5][2180/2255] lr: 1.1250e-02 eta: 3:12:23 time: 1.6322 data_time: 0.1067 memory: 18620 grad_norm: 2.7011 loss: 0.8165 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 0.8165 2023/07/07 23:09:23 - mmengine - INFO - Epoch(train) [5][2200/2255] lr: 1.1250e-02 eta: 3:11:48 time: 1.5809 data_time: 0.0939 memory: 18620 grad_norm: 2.6871 loss: 0.8974 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8857 prec@top5: 0.1771 loss_action_cls: 0.8974 2023/07/07 23:09:56 - mmengine - INFO - Epoch(train) [5][2220/2255] lr: 1.1250e-02 eta: 3:11:14 time: 1.6746 data_time: 0.1056 memory: 18620 grad_norm: 2.6627 loss: 0.8715 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8715 2023/07/07 23:10:27 - mmengine - INFO - Epoch(train) [5][2240/2255] lr: 1.1250e-02 eta: 3:10:38 time: 1.5572 data_time: 0.0830 memory: 18620 grad_norm: 2.7398 loss: 0.8650 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 0.8650 2023/07/07 23:10:41 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 23:10:41 - mmengine - INFO - Epoch(train) [5][2255/2255] lr: 1.1250e-02 eta: 3:10:06 time: 0.9796 data_time: 0.0576 memory: 18620 grad_norm: 2.7638 loss: 0.8756 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.8756 2023/07/07 23:10:41 - mmengine - INFO - Saving checkpoint at 5 epochs 2023/07/07 23:10:49 - mmengine - INFO - Epoch(val) [5][ 20/12617] eta: 0:20:34 time: 0.0980 data_time: 0.0582 memory: 730 2023/07/07 23:10:50 - mmengine - INFO - Epoch(val) [5][ 40/12617] eta: 0:17:59 time: 0.0738 data_time: 0.0350 memory: 730 2023/07/07 23:10:51 - mmengine - INFO - Epoch(val) [5][ 60/12617] eta: 0:16:34 time: 0.0659 data_time: 0.0280 memory: 730 2023/07/07 23:10:53 - mmengine - INFO - Epoch(val) [5][ 80/12617] eta: 0:16:17 time: 0.0743 data_time: 0.0361 memory: 730 2023/07/07 23:10:54 - mmengine - INFO - Epoch(val) [5][ 100/12617] eta: 0:16:03 time: 0.0730 data_time: 0.0356 memory: 730 2023/07/07 23:10:55 - mmengine - INFO - Epoch(val) [5][ 120/12617] eta: 0:15:20 time: 0.0571 data_time: 0.0191 memory: 730 2023/07/07 23:10:57 - mmengine - INFO - Epoch(val) [5][ 140/12617] eta: 0:15:24 time: 0.0765 data_time: 0.0378 memory: 730 2023/07/07 23:10:58 - mmengine - INFO - Epoch(val) [5][ 160/12617] eta: 0:15:06 time: 0.0636 data_time: 0.0268 memory: 730 2023/07/07 23:11:00 - mmengine - INFO - Epoch(val) [5][ 180/12617] eta: 0:15:09 time: 0.0759 data_time: 0.0399 memory: 730 2023/07/07 23:11:01 - mmengine - INFO - Epoch(val) [5][ 200/12617] eta: 0:14:50 time: 0.0590 data_time: 0.0206 memory: 730 2023/07/07 23:11:02 - mmengine - INFO - Epoch(val) [5][ 220/12617] eta: 0:14:50 time: 0.0734 data_time: 0.0326 memory: 730 2023/07/07 23:11:04 - mmengine - INFO - Epoch(val) [5][ 240/12617] eta: 0:14:47 time: 0.0696 data_time: 0.0305 memory: 730 2023/07/07 23:11:05 - mmengine - INFO - Epoch(val) [5][ 260/12617] eta: 0:14:39 time: 0.0649 data_time: 0.0252 memory: 730 2023/07/07 23:11:07 - mmengine - INFO - Epoch(val) [5][ 280/12617] eta: 0:14:39 time: 0.0727 data_time: 0.0364 memory: 730 2023/07/07 23:11:08 - mmengine - INFO - Epoch(val) [5][ 300/12617] eta: 0:14:37 time: 0.0710 data_time: 0.0319 memory: 730 2023/07/07 23:11:09 - mmengine - INFO - Epoch(val) [5][ 320/12617] eta: 0:14:32 time: 0.0666 data_time: 0.0274 memory: 730 2023/07/07 23:11:11 - mmengine - INFO - Epoch(val) [5][ 340/12617] eta: 0:14:22 time: 0.0593 data_time: 0.0217 memory: 730 2023/07/07 23:11:12 - mmengine - INFO - Epoch(val) [5][ 360/12617] eta: 0:14:23 time: 0.0742 data_time: 0.0352 memory: 730 2023/07/07 23:11:14 - mmengine - INFO - Epoch(val) [5][ 380/12617] eta: 0:14:22 time: 0.0704 data_time: 0.0317 memory: 730 2023/07/07 23:11:15 - mmengine - INFO - Epoch(val) [5][ 400/12617] eta: 0:14:25 time: 0.0778 data_time: 0.0388 memory: 730 2023/07/07 23:11:16 - mmengine - INFO - Epoch(val) [5][ 420/12617] eta: 0:14:18 time: 0.0613 data_time: 0.0233 memory: 730 2023/07/07 23:11:18 - mmengine - INFO - Epoch(val) [5][ 440/12617] eta: 0:14:26 time: 0.0875 data_time: 0.0479 memory: 730 2023/07/07 23:11:19 - mmengine - INFO - Epoch(val) [5][ 460/12617] eta: 0:14:20 time: 0.0622 data_time: 0.0227 memory: 730 2023/07/07 23:11:21 - mmengine - INFO - Epoch(val) [5][ 480/12617] eta: 0:14:17 time: 0.0679 data_time: 0.0305 memory: 730 2023/07/07 23:11:22 - mmengine - INFO - Epoch(val) [5][ 500/12617] eta: 0:14:13 time: 0.0656 data_time: 0.0264 memory: 730 2023/07/07 23:11:24 - mmengine - INFO - Epoch(val) [5][ 520/12617] eta: 0:14:18 time: 0.0828 data_time: 0.0452 memory: 730 2023/07/07 23:11:25 - mmengine - INFO - Epoch(val) [5][ 540/12617] eta: 0:14:11 time: 0.0586 data_time: 0.0180 memory: 730 2023/07/07 23:11:26 - mmengine - INFO - Epoch(val) [5][ 560/12617] eta: 0:14:08 time: 0.0671 data_time: 0.0297 memory: 730 2023/07/07 23:11:28 - mmengine - INFO - Epoch(val) [5][ 580/12617] eta: 0:14:04 time: 0.0649 data_time: 0.0275 memory: 730 2023/07/07 23:11:29 - mmengine - INFO - Epoch(val) [5][ 600/12617] eta: 0:14:00 time: 0.0644 data_time: 0.0251 memory: 730 2023/07/07 23:11:30 - mmengine - INFO - Epoch(val) [5][ 620/12617] eta: 0:13:58 time: 0.0667 data_time: 0.0306 memory: 730 2023/07/07 23:11:32 - mmengine - INFO - Epoch(val) [5][ 640/12617] eta: 0:13:57 time: 0.0730 data_time: 0.0371 memory: 730 2023/07/07 23:11:33 - mmengine - INFO - Epoch(val) [5][ 660/12617] eta: 0:13:54 time: 0.0637 data_time: 0.0247 memory: 730 2023/07/07 23:11:35 - mmengine - INFO - Epoch(val) [5][ 680/12617] eta: 0:13:59 time: 0.0884 data_time: 0.0488 memory: 730 2023/07/07 23:11:36 - mmengine - INFO - Epoch(val) [5][ 700/12617] eta: 0:14:03 time: 0.0875 data_time: 0.0508 memory: 730 2023/07/07 23:11:38 - mmengine - INFO - Epoch(val) [5][ 720/12617] eta: 0:14:06 time: 0.0827 data_time: 0.0453 memory: 730 2023/07/07 23:11:39 - mmengine - INFO - Epoch(val) [5][ 740/12617] eta: 0:14:04 time: 0.0682 data_time: 0.0294 memory: 730 2023/07/07 23:11:41 - mmengine - INFO - Epoch(val) [5][ 760/12617] eta: 0:14:06 time: 0.0845 data_time: 0.0447 memory: 730 2023/07/07 23:11:43 - mmengine - INFO - Epoch(val) [5][ 780/12617] eta: 0:14:10 time: 0.0896 data_time: 0.0471 memory: 730 2023/07/07 23:11:44 - mmengine - INFO - Epoch(val) [5][ 800/12617] eta: 0:14:09 time: 0.0717 data_time: 0.0341 memory: 730 2023/07/07 23:11:46 - mmengine - INFO - Epoch(val) [5][ 820/12617] eta: 0:14:04 time: 0.0595 data_time: 0.0220 memory: 730 2023/07/07 23:11:47 - mmengine - INFO - Epoch(val) [5][ 840/12617] eta: 0:14:04 time: 0.0773 data_time: 0.0398 memory: 730 2023/07/07 23:11:48 - mmengine - INFO - Epoch(val) [5][ 860/12617] eta: 0:14:01 time: 0.0660 data_time: 0.0276 memory: 730 2023/07/07 23:11:50 - mmengine - INFO - Epoch(val) [5][ 880/12617] eta: 0:14:05 time: 0.0905 data_time: 0.0501 memory: 730 2023/07/07 23:11:52 - mmengine - INFO - Epoch(val) [5][ 900/12617] eta: 0:14:03 time: 0.0694 data_time: 0.0302 memory: 730 2023/07/07 23:11:53 - mmengine - INFO - Epoch(val) [5][ 920/12617] eta: 0:13:58 time: 0.0615 data_time: 0.0251 memory: 730 2023/07/07 23:11:54 - mmengine - INFO - Epoch(val) [5][ 940/12617] eta: 0:13:54 time: 0.0610 data_time: 0.0249 memory: 730 2023/07/07 23:11:56 - mmengine - INFO - Epoch(val) [5][ 960/12617] eta: 0:13:53 time: 0.0725 data_time: 0.0344 memory: 730 2023/07/07 23:11:57 - mmengine - INFO - Epoch(val) [5][ 980/12617] eta: 0:13:53 time: 0.0747 data_time: 0.0354 memory: 730 2023/07/07 23:11:59 - mmengine - INFO - Epoch(val) [5][ 1000/12617] eta: 0:13:53 time: 0.0811 data_time: 0.0437 memory: 730 2023/07/07 23:12:00 - mmengine - INFO - Epoch(val) [5][ 1020/12617] eta: 0:13:51 time: 0.0672 data_time: 0.0302 memory: 730 2023/07/07 23:12:02 - mmengine - INFO - Epoch(val) [5][ 1040/12617] eta: 0:13:49 time: 0.0705 data_time: 0.0311 memory: 730 2023/07/07 23:12:03 - mmengine - INFO - Epoch(val) [5][ 1060/12617] eta: 0:13:45 time: 0.0598 data_time: 0.0230 memory: 730 2023/07/07 23:12:05 - mmengine - INFO - Epoch(val) [5][ 1080/12617] eta: 0:13:48 time: 0.0900 data_time: 0.0521 memory: 730 2023/07/07 23:12:06 - mmengine - INFO - Epoch(val) [5][ 1100/12617] eta: 0:13:44 time: 0.0628 data_time: 0.0239 memory: 730 2023/07/07 23:12:07 - mmengine - INFO - Epoch(val) [5][ 1120/12617] eta: 0:13:44 time: 0.0763 data_time: 0.0390 memory: 730 2023/07/07 23:12:09 - mmengine - INFO - Epoch(val) [5][ 1140/12617] eta: 0:13:41 time: 0.0629 data_time: 0.0225 memory: 730 2023/07/07 23:12:10 - mmengine - INFO - Epoch(val) [5][ 1160/12617] eta: 0:13:40 time: 0.0742 data_time: 0.0374 memory: 730 2023/07/07 23:12:11 - mmengine - INFO - Epoch(val) [5][ 1180/12617] eta: 0:13:37 time: 0.0660 data_time: 0.0274 memory: 730 2023/07/07 23:12:13 - mmengine - INFO - Epoch(val) [5][ 1200/12617] eta: 0:13:38 time: 0.0832 data_time: 0.0437 memory: 730 2023/07/07 23:12:14 - mmengine - INFO - Epoch(val) [5][ 1220/12617] eta: 0:13:35 time: 0.0647 data_time: 0.0280 memory: 730 2023/07/07 23:12:16 - mmengine - INFO - Epoch(val) [5][ 1240/12617] eta: 0:13:34 time: 0.0723 data_time: 0.0349 memory: 730 2023/07/07 23:12:17 - mmengine - INFO - Epoch(val) [5][ 1260/12617] eta: 0:13:31 time: 0.0630 data_time: 0.0249 memory: 730 2023/07/07 23:12:19 - mmengine - INFO - Epoch(val) [5][ 1280/12617] eta: 0:13:31 time: 0.0811 data_time: 0.0416 memory: 730 2023/07/07 23:12:20 - mmengine - INFO - Epoch(val) [5][ 1300/12617] eta: 0:13:30 time: 0.0723 data_time: 0.0334 memory: 730 2023/07/07 23:12:22 - mmengine - INFO - Epoch(val) [5][ 1320/12617] eta: 0:13:30 time: 0.0783 data_time: 0.0384 memory: 730 2023/07/07 23:12:23 - mmengine - INFO - Epoch(val) [5][ 1340/12617] eta: 0:13:27 time: 0.0652 data_time: 0.0261 memory: 730 2023/07/07 23:12:24 - mmengine - INFO - Epoch(val) [5][ 1360/12617] eta: 0:13:26 time: 0.0704 data_time: 0.0320 memory: 730 2023/07/07 23:12:26 - mmengine - INFO - Epoch(val) [5][ 1380/12617] eta: 0:13:22 time: 0.0595 data_time: 0.0217 memory: 730 2023/07/07 23:12:27 - mmengine - INFO - Epoch(val) [5][ 1400/12617] eta: 0:13:22 time: 0.0801 data_time: 0.0404 memory: 730 2023/07/07 23:12:29 - mmengine - INFO - Epoch(val) [5][ 1420/12617] eta: 0:13:19 time: 0.0639 data_time: 0.0266 memory: 730 2023/07/07 23:12:30 - mmengine - INFO - Epoch(val) [5][ 1440/12617] eta: 0:13:17 time: 0.0656 data_time: 0.0283 memory: 730 2023/07/07 23:12:31 - mmengine - INFO - Epoch(val) [5][ 1460/12617] eta: 0:13:15 time: 0.0655 data_time: 0.0283 memory: 730 2023/07/07 23:12:33 - mmengine - INFO - Epoch(val) [5][ 1480/12617] eta: 0:13:14 time: 0.0725 data_time: 0.0336 memory: 730 2023/07/07 23:12:34 - mmengine - INFO - Epoch(val) [5][ 1500/12617] eta: 0:13:11 time: 0.0656 data_time: 0.0282 memory: 730 2023/07/07 23:12:36 - mmengine - INFO - Epoch(val) [5][ 1520/12617] eta: 0:13:11 time: 0.0771 data_time: 0.0394 memory: 730 2023/07/07 23:12:37 - mmengine - INFO - Epoch(val) [5][ 1540/12617] eta: 0:13:09 time: 0.0688 data_time: 0.0274 memory: 730 2023/07/07 23:12:39 - mmengine - INFO - Epoch(val) [5][ 1560/12617] eta: 0:13:09 time: 0.0783 data_time: 0.0406 memory: 730 2023/07/07 23:12:40 - mmengine - INFO - Epoch(val) [5][ 1580/12617] eta: 0:13:06 time: 0.0658 data_time: 0.0278 memory: 730 2023/07/07 23:12:41 - mmengine - INFO - Epoch(val) [5][ 1600/12617] eta: 0:13:04 time: 0.0683 data_time: 0.0328 memory: 730 2023/07/07 23:12:43 - mmengine - INFO - Epoch(val) [5][ 1620/12617] eta: 0:13:04 time: 0.0789 data_time: 0.0423 memory: 730 2023/07/07 23:12:44 - mmengine - INFO - Epoch(val) [5][ 1640/12617] eta: 0:13:04 time: 0.0797 data_time: 0.0396 memory: 730 2023/07/07 23:12:46 - mmengine - INFO - Epoch(val) [5][ 1660/12617] eta: 0:13:02 time: 0.0656 data_time: 0.0263 memory: 730 2023/07/07 23:12:47 - mmengine - INFO - Epoch(val) [5][ 1680/12617] eta: 0:13:02 time: 0.0864 data_time: 0.0483 memory: 730 2023/07/07 23:12:49 - mmengine - INFO - Epoch(val) [5][ 1700/12617] eta: 0:13:00 time: 0.0659 data_time: 0.0285 memory: 730 2023/07/07 23:12:50 - mmengine - INFO - Epoch(val) [5][ 1720/12617] eta: 0:12:58 time: 0.0695 data_time: 0.0312 memory: 730 2023/07/07 23:12:51 - mmengine - INFO - Epoch(val) [5][ 1740/12617] eta: 0:12:55 time: 0.0595 data_time: 0.0230 memory: 730 2023/07/07 23:12:53 - mmengine - INFO - Epoch(val) [5][ 1760/12617] eta: 0:12:54 time: 0.0701 data_time: 0.0312 memory: 730 2023/07/07 23:12:54 - mmengine - INFO - Epoch(val) [5][ 1780/12617] eta: 0:12:52 time: 0.0659 data_time: 0.0276 memory: 730 2023/07/07 23:12:56 - mmengine - INFO - Epoch(val) [5][ 1800/12617] eta: 0:12:50 time: 0.0707 data_time: 0.0335 memory: 730 2023/07/07 23:12:57 - mmengine - INFO - Epoch(val) [5][ 1820/12617] eta: 0:12:48 time: 0.0640 data_time: 0.0269 memory: 730 2023/07/07 23:12:58 - mmengine - INFO - Epoch(val) [5][ 1840/12617] eta: 0:12:47 time: 0.0729 data_time: 0.0357 memory: 730 2023/07/07 23:13:00 - mmengine - INFO - Epoch(val) [5][ 1860/12617] eta: 0:12:46 time: 0.0784 data_time: 0.0407 memory: 730 2023/07/07 23:13:01 - mmengine - INFO - Epoch(val) [5][ 1880/12617] eta: 0:12:46 time: 0.0813 data_time: 0.0405 memory: 730 2023/07/07 23:13:03 - mmengine - INFO - Epoch(val) [5][ 1900/12617] eta: 0:12:43 time: 0.0586 data_time: 0.0201 memory: 730 2023/07/07 23:13:04 - mmengine - INFO - Epoch(val) [5][ 1920/12617] eta: 0:12:43 time: 0.0824 data_time: 0.0449 memory: 730 2023/07/07 23:13:06 - mmengine - INFO - Epoch(val) [5][ 1940/12617] eta: 0:12:42 time: 0.0777 data_time: 0.0418 memory: 730 2023/07/07 23:13:07 - mmengine - INFO - Epoch(val) [5][ 1960/12617] eta: 0:12:41 time: 0.0763 data_time: 0.0390 memory: 730 2023/07/07 23:13:09 - mmengine - INFO - Epoch(val) [5][ 1980/12617] eta: 0:12:39 time: 0.0666 data_time: 0.0288 memory: 730 2023/07/07 23:13:10 - mmengine - INFO - Epoch(val) [5][ 2000/12617] eta: 0:12:39 time: 0.0823 data_time: 0.0427 memory: 730 2023/07/07 23:13:12 - mmengine - INFO - Epoch(val) [5][ 2020/12617] eta: 0:12:37 time: 0.0710 data_time: 0.0318 memory: 730 2023/07/07 23:13:13 - mmengine - INFO - Epoch(val) [5][ 2040/12617] eta: 0:12:36 time: 0.0714 data_time: 0.0333 memory: 730 2023/07/07 23:13:15 - mmengine - INFO - Epoch(val) [5][ 2060/12617] eta: 0:12:34 time: 0.0636 data_time: 0.0267 memory: 730 2023/07/07 23:13:16 - mmengine - INFO - Epoch(val) [5][ 2080/12617] eta: 0:12:33 time: 0.0759 data_time: 0.0373 memory: 730 2023/07/07 23:13:18 - mmengine - INFO - Epoch(val) [5][ 2100/12617] eta: 0:12:31 time: 0.0725 data_time: 0.0349 memory: 730 2023/07/07 23:13:19 - mmengine - INFO - Epoch(val) [5][ 2120/12617] eta: 0:12:30 time: 0.0745 data_time: 0.0361 memory: 730 2023/07/07 23:13:20 - mmengine - INFO - Epoch(val) [5][ 2140/12617] eta: 0:12:28 time: 0.0605 data_time: 0.0242 memory: 730 2023/07/07 23:13:22 - mmengine - INFO - Epoch(val) [5][ 2160/12617] eta: 0:12:26 time: 0.0697 data_time: 0.0326 memory: 730 2023/07/07 23:13:23 - mmengine - INFO - Epoch(val) [5][ 2180/12617] eta: 0:12:24 time: 0.0679 data_time: 0.0296 memory: 730 2023/07/07 23:13:24 - mmengine - INFO - Epoch(val) [5][ 2200/12617] eta: 0:12:23 time: 0.0714 data_time: 0.0353 memory: 730 2023/07/07 23:13:26 - mmengine - INFO - Epoch(val) [5][ 2220/12617] eta: 0:12:21 time: 0.0686 data_time: 0.0302 memory: 730 2023/07/07 23:13:27 - mmengine - INFO - Epoch(val) [5][ 2240/12617] eta: 0:12:21 time: 0.0782 data_time: 0.0424 memory: 730 2023/07/07 23:13:29 - mmengine - INFO - Epoch(val) [5][ 2260/12617] eta: 0:12:19 time: 0.0690 data_time: 0.0322 memory: 730 2023/07/07 23:13:30 - mmengine - INFO - Epoch(val) [5][ 2280/12617] eta: 0:12:17 time: 0.0640 data_time: 0.0270 memory: 730 2023/07/07 23:13:31 - mmengine - INFO - Epoch(val) [5][ 2300/12617] eta: 0:12:14 time: 0.0605 data_time: 0.0241 memory: 730 2023/07/07 23:13:33 - mmengine - INFO - Epoch(val) [5][ 2320/12617] eta: 0:12:14 time: 0.0864 data_time: 0.0505 memory: 730 2023/07/07 23:13:34 - mmengine - INFO - Epoch(val) [5][ 2340/12617] eta: 0:12:13 time: 0.0673 data_time: 0.0308 memory: 730 2023/07/07 23:13:36 - mmengine - INFO - Epoch(val) [5][ 2360/12617] eta: 0:12:12 time: 0.0785 data_time: 0.0401 memory: 730 2023/07/07 23:13:37 - mmengine - INFO - Epoch(val) [5][ 2380/12617] eta: 0:12:09 time: 0.0599 data_time: 0.0227 memory: 730 2023/07/07 23:13:39 - mmengine - INFO - Epoch(val) [5][ 2400/12617] eta: 0:12:08 time: 0.0709 data_time: 0.0344 memory: 730 2023/07/07 23:13:40 - mmengine - INFO - Epoch(val) [5][ 2420/12617] eta: 0:12:06 time: 0.0652 data_time: 0.0273 memory: 730 2023/07/07 23:13:41 - mmengine - INFO - Epoch(val) [5][ 2440/12617] eta: 0:12:05 time: 0.0720 data_time: 0.0360 memory: 730 2023/07/07 23:13:43 - mmengine - INFO - Epoch(val) [5][ 2460/12617] eta: 0:12:03 time: 0.0710 data_time: 0.0347 memory: 730 2023/07/07 23:13:44 - mmengine - INFO - Epoch(val) [5][ 2480/12617] eta: 0:12:02 time: 0.0731 data_time: 0.0367 memory: 730 2023/07/07 23:13:45 - mmengine - INFO - Epoch(val) [5][ 2500/12617] eta: 0:12:00 time: 0.0620 data_time: 0.0258 memory: 730 2023/07/07 23:13:47 - mmengine - INFO - Epoch(val) [5][ 2520/12617] eta: 0:12:00 time: 0.0903 data_time: 0.0523 memory: 730 2023/07/07 23:13:49 - mmengine - INFO - Epoch(val) [5][ 2540/12617] eta: 0:11:58 time: 0.0693 data_time: 0.0316 memory: 730 2023/07/07 23:13:50 - mmengine - INFO - Epoch(val) [5][ 2560/12617] eta: 0:11:56 time: 0.0677 data_time: 0.0295 memory: 730 2023/07/07 23:13:51 - mmengine - INFO - Epoch(val) [5][ 2580/12617] eta: 0:11:54 time: 0.0547 data_time: 0.0173 memory: 730 2023/07/07 23:13:53 - mmengine - INFO - Epoch(val) [5][ 2600/12617] eta: 0:11:52 time: 0.0672 data_time: 0.0323 memory: 730 2023/07/07 23:13:54 - mmengine - INFO - Epoch(val) [5][ 2620/12617] eta: 0:11:50 time: 0.0673 data_time: 0.0313 memory: 730 2023/07/07 23:13:56 - mmengine - INFO - Epoch(val) [5][ 2640/12617] eta: 0:11:50 time: 0.0850 data_time: 0.0462 memory: 730 2023/07/07 23:13:57 - mmengine - INFO - Epoch(val) [5][ 2660/12617] eta: 0:11:48 time: 0.0672 data_time: 0.0298 memory: 730 2023/07/07 23:13:59 - mmengine - INFO - Epoch(val) [5][ 2680/12617] eta: 0:11:47 time: 0.0783 data_time: 0.0421 memory: 730 2023/07/07 23:14:00 - mmengine - INFO - Epoch(val) [5][ 2700/12617] eta: 0:11:45 time: 0.0624 data_time: 0.0256 memory: 730 2023/07/07 23:14:01 - mmengine - INFO - Epoch(val) [5][ 2720/12617] eta: 0:11:44 time: 0.0679 data_time: 0.0310 memory: 730 2023/07/07 23:14:02 - mmengine - INFO - Epoch(val) [5][ 2740/12617] eta: 0:11:42 time: 0.0657 data_time: 0.0292 memory: 730 2023/07/07 23:14:04 - mmengine - INFO - Epoch(val) [5][ 2760/12617] eta: 0:11:40 time: 0.0724 data_time: 0.0355 memory: 730 2023/07/07 23:14:05 - mmengine - INFO - Epoch(val) [5][ 2780/12617] eta: 0:11:39 time: 0.0736 data_time: 0.0359 memory: 730 2023/07/07 23:14:07 - mmengine - INFO - Epoch(val) [5][ 2800/12617] eta: 0:11:37 time: 0.0627 data_time: 0.0271 memory: 730 2023/07/07 23:14:08 - mmengine - INFO - Epoch(val) [5][ 2820/12617] eta: 0:11:35 time: 0.0617 data_time: 0.0254 memory: 730 2023/07/07 23:14:09 - mmengine - INFO - Epoch(val) [5][ 2840/12617] eta: 0:11:34 time: 0.0692 data_time: 0.0332 memory: 730 2023/07/07 23:14:11 - mmengine - INFO - Epoch(val) [5][ 2860/12617] eta: 0:11:33 time: 0.0802 data_time: 0.0448 memory: 730 2023/07/07 23:14:13 - mmengine - INFO - Epoch(val) [5][ 2880/12617] eta: 0:11:34 time: 0.1118 data_time: 0.0753 memory: 730 2023/07/07 23:14:15 - mmengine - INFO - Epoch(val) [5][ 2900/12617] eta: 0:11:34 time: 0.0883 data_time: 0.0523 memory: 730 2023/07/07 23:14:16 - mmengine - INFO - Epoch(val) [5][ 2920/12617] eta: 0:11:32 time: 0.0731 data_time: 0.0356 memory: 730 2023/07/07 23:14:18 - mmengine - INFO - Epoch(val) [5][ 2940/12617] eta: 0:11:31 time: 0.0674 data_time: 0.0298 memory: 730 2023/07/07 23:14:19 - mmengine - INFO - Epoch(val) [5][ 2960/12617] eta: 0:11:30 time: 0.0763 data_time: 0.0402 memory: 730 2023/07/07 23:14:21 - mmengine - INFO - Epoch(val) [5][ 2980/12617] eta: 0:11:28 time: 0.0701 data_time: 0.0342 memory: 730 2023/07/07 23:14:22 - mmengine - INFO - Epoch(val) [5][ 3000/12617] eta: 0:11:28 time: 0.0836 data_time: 0.0477 memory: 730 2023/07/07 23:14:24 - mmengine - INFO - Epoch(val) [5][ 3020/12617] eta: 0:11:26 time: 0.0653 data_time: 0.0283 memory: 730 2023/07/07 23:14:25 - mmengine - INFO - Epoch(val) [5][ 3040/12617] eta: 0:11:25 time: 0.0847 data_time: 0.0472 memory: 730 2023/07/07 23:14:26 - mmengine - INFO - Epoch(val) [5][ 3060/12617] eta: 0:11:23 time: 0.0531 data_time: 0.0164 memory: 730 2023/07/07 23:14:28 - mmengine - INFO - Epoch(val) [5][ 3080/12617] eta: 0:11:20 time: 0.0594 data_time: 0.0233 memory: 730 2023/07/07 23:14:29 - mmengine - INFO - Epoch(val) [5][ 3100/12617] eta: 0:11:18 time: 0.0623 data_time: 0.0254 memory: 730 2023/07/07 23:14:30 - mmengine - INFO - Epoch(val) [5][ 3120/12617] eta: 0:11:17 time: 0.0750 data_time: 0.0353 memory: 730 2023/07/07 23:14:32 - mmengine - INFO - Epoch(val) [5][ 3140/12617] eta: 0:11:16 time: 0.0768 data_time: 0.0386 memory: 730 2023/07/07 23:14:34 - mmengine - INFO - Epoch(val) [5][ 3160/12617] eta: 0:11:15 time: 0.0823 data_time: 0.0469 memory: 730 2023/07/07 23:14:35 - mmengine - INFO - Epoch(val) [5][ 3180/12617] eta: 0:11:13 time: 0.0613 data_time: 0.0246 memory: 730 2023/07/07 23:14:36 - mmengine - INFO - Epoch(val) [5][ 3200/12617] eta: 0:11:12 time: 0.0749 data_time: 0.0364 memory: 730 2023/07/07 23:14:38 - mmengine - INFO - Epoch(val) [5][ 3220/12617] eta: 0:11:10 time: 0.0688 data_time: 0.0335 memory: 730 2023/07/07 23:14:39 - mmengine - INFO - Epoch(val) [5][ 3240/12617] eta: 0:11:09 time: 0.0766 data_time: 0.0396 memory: 730 2023/07/07 23:14:41 - mmengine - INFO - Epoch(val) [5][ 3260/12617] eta: 0:11:07 time: 0.0635 data_time: 0.0273 memory: 730 2023/07/07 23:14:42 - mmengine - INFO - Epoch(val) [5][ 3280/12617] eta: 0:11:07 time: 0.0877 data_time: 0.0515 memory: 730 2023/07/07 23:14:43 - mmengine - INFO - Epoch(val) [5][ 3300/12617] eta: 0:11:05 time: 0.0555 data_time: 0.0191 memory: 730 2023/07/07 23:14:45 - mmengine - INFO - Epoch(val) [5][ 3320/12617] eta: 0:11:03 time: 0.0639 data_time: 0.0275 memory: 730 2023/07/07 23:14:46 - mmengine - INFO - Epoch(val) [5][ 3340/12617] eta: 0:11:01 time: 0.0647 data_time: 0.0284 memory: 730 2023/07/07 23:14:48 - mmengine - INFO - Epoch(val) [5][ 3360/12617] eta: 0:11:00 time: 0.0838 data_time: 0.0454 memory: 730 2023/07/07 23:14:49 - mmengine - INFO - Epoch(val) [5][ 3380/12617] eta: 0:10:59 time: 0.0714 data_time: 0.0343 memory: 730 2023/07/07 23:14:51 - mmengine - INFO - Epoch(val) [5][ 3400/12617] eta: 0:10:57 time: 0.0729 data_time: 0.0350 memory: 730 2023/07/07 23:14:52 - mmengine - INFO - Epoch(val) [5][ 3420/12617] eta: 0:10:56 time: 0.0680 data_time: 0.0296 memory: 730 2023/07/07 23:14:54 - mmengine - INFO - Epoch(val) [5][ 3440/12617] eta: 0:10:55 time: 0.0813 data_time: 0.0437 memory: 730 2023/07/07 23:14:55 - mmengine - INFO - Epoch(val) [5][ 3460/12617] eta: 0:10:53 time: 0.0676 data_time: 0.0320 memory: 730 2023/07/07 23:14:56 - mmengine - INFO - Epoch(val) [5][ 3480/12617] eta: 0:10:52 time: 0.0760 data_time: 0.0392 memory: 730 2023/07/07 23:14:58 - mmengine - INFO - Epoch(val) [5][ 3500/12617] eta: 0:10:50 time: 0.0605 data_time: 0.0255 memory: 730 2023/07/07 23:14:59 - mmengine - INFO - Epoch(val) [5][ 3520/12617] eta: 0:10:49 time: 0.0744 data_time: 0.0389 memory: 730 2023/07/07 23:15:01 - mmengine - INFO - Epoch(val) [5][ 3540/12617] eta: 0:10:47 time: 0.0676 data_time: 0.0317 memory: 730 2023/07/07 23:15:02 - mmengine - INFO - Epoch(val) [5][ 3560/12617] eta: 0:10:46 time: 0.0748 data_time: 0.0380 memory: 730 2023/07/07 23:15:03 - mmengine - INFO - Epoch(val) [5][ 3580/12617] eta: 0:10:44 time: 0.0661 data_time: 0.0294 memory: 730 2023/07/07 23:15:05 - mmengine - INFO - Epoch(val) [5][ 3600/12617] eta: 0:10:43 time: 0.0679 data_time: 0.0295 memory: 730 2023/07/07 23:15:06 - mmengine - INFO - Epoch(val) [5][ 3620/12617] eta: 0:10:41 time: 0.0609 data_time: 0.0236 memory: 730 2023/07/07 23:15:08 - mmengine - INFO - Epoch(val) [5][ 3640/12617] eta: 0:10:40 time: 0.0826 data_time: 0.0447 memory: 730 2023/07/07 23:15:09 - mmengine - INFO - Epoch(val) [5][ 3660/12617] eta: 0:10:38 time: 0.0716 data_time: 0.0337 memory: 730 2023/07/07 23:15:11 - mmengine - INFO - Epoch(val) [5][ 3680/12617] eta: 0:10:37 time: 0.0793 data_time: 0.0434 memory: 730 2023/07/07 23:15:12 - mmengine - INFO - Epoch(val) [5][ 3700/12617] eta: 0:10:36 time: 0.0695 data_time: 0.0327 memory: 730 2023/07/07 23:15:14 - mmengine - INFO - Epoch(val) [5][ 3720/12617] eta: 0:10:35 time: 0.0824 data_time: 0.0470 memory: 730 2023/07/07 23:15:15 - mmengine - INFO - Epoch(val) [5][ 3740/12617] eta: 0:10:34 time: 0.0727 data_time: 0.0362 memory: 730 2023/07/07 23:15:17 - mmengine - INFO - Epoch(val) [5][ 3760/12617] eta: 0:10:33 time: 0.0782 data_time: 0.0412 memory: 730 2023/07/07 23:15:18 - mmengine - INFO - Epoch(val) [5][ 3780/12617] eta: 0:10:31 time: 0.0625 data_time: 0.0250 memory: 730 2023/07/07 23:15:20 - mmengine - INFO - Epoch(val) [5][ 3800/12617] eta: 0:10:29 time: 0.0759 data_time: 0.0394 memory: 730 2023/07/07 23:15:21 - mmengine - INFO - Epoch(val) [5][ 3820/12617] eta: 0:10:27 time: 0.0592 data_time: 0.0213 memory: 730 2023/07/07 23:15:22 - mmengine - INFO - Epoch(val) [5][ 3840/12617] eta: 0:10:26 time: 0.0656 data_time: 0.0292 memory: 730 2023/07/07 23:15:23 - mmengine - INFO - Epoch(val) [5][ 3860/12617] eta: 0:10:24 time: 0.0677 data_time: 0.0305 memory: 730 2023/07/07 23:15:25 - mmengine - INFO - Epoch(val) [5][ 3880/12617] eta: 0:10:23 time: 0.0766 data_time: 0.0389 memory: 730 2023/07/07 23:15:26 - mmengine - INFO - Epoch(val) [5][ 3900/12617] eta: 0:10:21 time: 0.0673 data_time: 0.0296 memory: 730 2023/07/07 23:15:28 - mmengine - INFO - Epoch(val) [5][ 3920/12617] eta: 0:10:21 time: 0.0881 data_time: 0.0502 memory: 730 2023/07/07 23:15:30 - mmengine - INFO - Epoch(val) [5][ 3940/12617] eta: 0:10:20 time: 0.0832 data_time: 0.0462 memory: 730 2023/07/07 23:15:32 - mmengine - INFO - Epoch(val) [5][ 3960/12617] eta: 0:10:20 time: 0.1048 data_time: 0.0681 memory: 730 2023/07/07 23:15:34 - mmengine - INFO - Epoch(val) [5][ 3980/12617] eta: 0:10:19 time: 0.0832 data_time: 0.0458 memory: 730 2023/07/07 23:15:35 - mmengine - INFO - Epoch(val) [5][ 4000/12617] eta: 0:10:18 time: 0.0847 data_time: 0.0487 memory: 730 2023/07/07 23:15:36 - mmengine - INFO - Epoch(val) [5][ 4020/12617] eta: 0:10:16 time: 0.0558 data_time: 0.0190 memory: 730 2023/07/07 23:15:38 - mmengine - INFO - Epoch(val) [5][ 4040/12617] eta: 0:10:14 time: 0.0664 data_time: 0.0304 memory: 730 2023/07/07 23:15:39 - mmengine - INFO - Epoch(val) [5][ 4060/12617] eta: 0:10:13 time: 0.0650 data_time: 0.0281 memory: 730 2023/07/07 23:15:41 - mmengine - INFO - Epoch(val) [5][ 4080/12617] eta: 0:10:12 time: 0.0818 data_time: 0.0445 memory: 730 2023/07/07 23:15:42 - mmengine - INFO - Epoch(val) [5][ 4100/12617] eta: 0:10:10 time: 0.0693 data_time: 0.0324 memory: 730 2023/07/07 23:15:44 - mmengine - INFO - Epoch(val) [5][ 4120/12617] eta: 0:10:09 time: 0.0753 data_time: 0.0384 memory: 730 2023/07/07 23:15:45 - mmengine - INFO - Epoch(val) [5][ 4140/12617] eta: 0:10:07 time: 0.0727 data_time: 0.0364 memory: 730 2023/07/07 23:15:47 - mmengine - INFO - Epoch(val) [5][ 4160/12617] eta: 0:10:06 time: 0.0808 data_time: 0.0435 memory: 730 2023/07/07 23:15:48 - mmengine - INFO - Epoch(val) [5][ 4180/12617] eta: 0:10:05 time: 0.0691 data_time: 0.0315 memory: 730 2023/07/07 23:15:49 - mmengine - INFO - Epoch(val) [5][ 4200/12617] eta: 0:10:03 time: 0.0744 data_time: 0.0382 memory: 730 2023/07/07 23:15:51 - mmengine - INFO - Epoch(val) [5][ 4220/12617] eta: 0:10:02 time: 0.0714 data_time: 0.0355 memory: 730 2023/07/07 23:15:53 - mmengine - INFO - Epoch(val) [5][ 4240/12617] eta: 0:10:01 time: 0.0871 data_time: 0.0509 memory: 730 2023/07/07 23:15:54 - 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INFO - Epoch(val) [5][ 7820/12617] eta: 0:06:14 time: 0.0591 data_time: 0.0230 memory: 730 2023/07/07 23:21:03 - mmengine - INFO - Epoch(val) [5][ 7840/12617] eta: 0:06:13 time: 0.1361 data_time: 0.1002 memory: 730 2023/07/07 23:21:05 - mmengine - INFO - Epoch(val) [5][ 7860/12617] eta: 0:06:12 time: 0.1083 data_time: 0.0697 memory: 730 2023/07/07 23:21:08 - mmengine - INFO - Epoch(val) [5][ 7880/12617] eta: 0:06:11 time: 0.1422 data_time: 0.1055 memory: 730 2023/07/07 23:21:10 - mmengine - INFO - Epoch(val) [5][ 7900/12617] eta: 0:06:10 time: 0.1208 data_time: 0.0837 memory: 730 2023/07/07 23:21:14 - mmengine - INFO - Epoch(val) [5][ 7920/12617] eta: 0:06:10 time: 0.1583 data_time: 0.1217 memory: 730 2023/07/07 23:21:16 - mmengine - INFO - Epoch(val) [5][ 7940/12617] eta: 0:06:08 time: 0.1038 data_time: 0.0664 memory: 730 2023/07/07 23:21:19 - mmengine - INFO - Epoch(val) [5][ 7960/12617] eta: 0:06:07 time: 0.1453 data_time: 0.1067 memory: 730 2023/07/07 23:21:21 - mmengine - INFO - Epoch(val) [5][ 7980/12617] eta: 0:06:06 time: 0.1076 data_time: 0.0724 memory: 730 2023/07/07 23:21:23 - mmengine - INFO - Epoch(val) [5][ 8000/12617] eta: 0:06:05 time: 0.1298 data_time: 0.0937 memory: 730 2023/07/07 23:21:25 - mmengine - INFO - Epoch(val) [5][ 8020/12617] eta: 0:06:04 time: 0.0835 data_time: 0.0435 memory: 730 2023/07/07 23:21:27 - mmengine - INFO - Epoch(val) [5][ 8040/12617] eta: 0:06:02 time: 0.0889 data_time: 0.0524 memory: 730 2023/07/07 23:21:28 - mmengine - INFO - Epoch(val) [5][ 8060/12617] eta: 0:06:01 time: 0.0809 data_time: 0.0455 memory: 730 2023/07/07 23:21:30 - mmengine - INFO - Epoch(val) [5][ 8080/12617] eta: 0:05:59 time: 0.0819 data_time: 0.0424 memory: 730 2023/07/07 23:21:31 - mmengine - INFO - Epoch(val) [5][ 8100/12617] eta: 0:05:57 time: 0.0622 data_time: 0.0233 memory: 730 2023/07/07 23:21:33 - mmengine - INFO - Epoch(val) [5][ 8120/12617] eta: 0:05:56 time: 0.0833 data_time: 0.0456 memory: 730 2023/07/07 23:21:34 - mmengine - INFO - Epoch(val) [5][ 8140/12617] eta: 0:05:54 time: 0.0663 data_time: 0.0290 memory: 730 2023/07/07 23:21:36 - mmengine - 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mmengine - INFO - Epoch(val) [5][ 9360/12617] eta: 0:04:21 time: 0.0724 data_time: 0.0369 memory: 730 2023/07/07 23:23:22 - mmengine - INFO - Epoch(val) [5][ 9380/12617] eta: 0:04:19 time: 0.0685 data_time: 0.0316 memory: 730 2023/07/07 23:23:24 - mmengine - INFO - Epoch(val) [5][ 9400/12617] eta: 0:04:17 time: 0.0779 data_time: 0.0412 memory: 730 2023/07/07 23:23:25 - mmengine - INFO - Epoch(val) [5][ 9420/12617] eta: 0:04:16 time: 0.0611 data_time: 0.0223 memory: 730 2023/07/07 23:23:26 - mmengine - INFO - Epoch(val) [5][ 9440/12617] eta: 0:04:14 time: 0.0603 data_time: 0.0242 memory: 730 2023/07/07 23:23:28 - mmengine - INFO - Epoch(val) [5][ 9460/12617] eta: 0:04:12 time: 0.0759 data_time: 0.0381 memory: 730 2023/07/07 23:23:29 - mmengine - INFO - Epoch(val) [5][ 9480/12617] eta: 0:04:11 time: 0.0677 data_time: 0.0280 memory: 730 2023/07/07 23:23:30 - mmengine - INFO - Epoch(val) [5][ 9500/12617] eta: 0:04:09 time: 0.0685 data_time: 0.0319 memory: 730 2023/07/07 23:23:32 - mmengine - 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mmengine - INFO - Epoch(val) [5][ 9700/12617] eta: 0:03:53 time: 0.1421 data_time: 0.1073 memory: 730 2023/07/07 23:23:50 - mmengine - INFO - Epoch(val) [5][ 9720/12617] eta: 0:03:52 time: 0.1239 data_time: 0.0871 memory: 730 2023/07/07 23:23:53 - mmengine - INFO - Epoch(val) [5][ 9740/12617] eta: 0:03:51 time: 0.1300 data_time: 0.0917 memory: 730 2023/07/07 23:23:56 - mmengine - INFO - Epoch(val) [5][ 9760/12617] eta: 0:03:49 time: 0.1237 data_time: 0.0864 memory: 730 2023/07/07 23:23:58 - mmengine - INFO - Epoch(val) [5][ 9780/12617] eta: 0:03:48 time: 0.1136 data_time: 0.0753 memory: 730 2023/07/07 23:24:00 - mmengine - INFO - Epoch(val) [5][ 9800/12617] eta: 0:03:47 time: 0.1213 data_time: 0.0834 memory: 730 2023/07/07 23:24:02 - mmengine - INFO - Epoch(val) [5][ 9820/12617] eta: 0:03:45 time: 0.0680 data_time: 0.0317 memory: 730 2023/07/07 23:24:03 - mmengine - INFO - Epoch(val) [5][ 9840/12617] eta: 0:03:43 time: 0.0776 data_time: 0.0403 memory: 730 2023/07/07 23:24:05 - mmengine - INFO - Epoch(val) [5][ 9860/12617] eta: 0:03:42 time: 0.0741 data_time: 0.0369 memory: 730 2023/07/07 23:24:06 - mmengine - INFO - Epoch(val) [5][ 9880/12617] eta: 0:03:40 time: 0.0905 data_time: 0.0546 memory: 730 2023/07/07 23:24:08 - mmengine - INFO - Epoch(val) [5][ 9900/12617] eta: 0:03:38 time: 0.0796 data_time: 0.0437 memory: 730 2023/07/07 23:24:10 - mmengine - INFO - Epoch(val) [5][ 9920/12617] eta: 0:03:37 time: 0.0794 data_time: 0.0406 memory: 730 2023/07/07 23:24:11 - mmengine - INFO - Epoch(val) [5][ 9940/12617] eta: 0:03:35 time: 0.0839 data_time: 0.0462 memory: 730 2023/07/07 23:24:13 - mmengine - INFO - Epoch(val) [5][ 9960/12617] eta: 0:03:34 time: 0.0824 data_time: 0.0449 memory: 730 2023/07/07 23:24:15 - mmengine - INFO - Epoch(val) [5][ 9980/12617] eta: 0:03:32 time: 0.1079 data_time: 0.0713 memory: 730 2023/07/07 23:24:17 - mmengine - INFO - Epoch(val) [5][10000/12617] eta: 0:03:31 time: 0.0785 data_time: 0.0411 memory: 730 2023/07/07 23:24:18 - mmengine - INFO - Epoch(val) [5][10020/12617] eta: 0:03:29 time: 0.0604 data_time: 0.0236 memory: 730 2023/07/07 23:24:19 - mmengine - INFO - Epoch(val) [5][10040/12617] eta: 0:03:27 time: 0.0717 data_time: 0.0358 memory: 730 2023/07/07 23:24:21 - mmengine - INFO - Epoch(val) [5][10060/12617] eta: 0:03:25 time: 0.0754 data_time: 0.0393 memory: 730 2023/07/07 23:24:23 - mmengine - INFO - Epoch(val) [5][10080/12617] eta: 0:03:24 time: 0.0871 data_time: 0.0498 memory: 730 2023/07/07 23:24:24 - mmengine - INFO - Epoch(val) [5][10100/12617] eta: 0:03:22 time: 0.0673 data_time: 0.0297 memory: 730 2023/07/07 23:24:26 - mmengine - INFO - Epoch(val) [5][10120/12617] eta: 0:03:21 time: 0.0875 data_time: 0.0518 memory: 730 2023/07/07 23:24:28 - mmengine - INFO - Epoch(val) [5][10140/12617] eta: 0:03:19 time: 0.0881 data_time: 0.0525 memory: 730 2023/07/07 23:24:29 - mmengine - INFO - Epoch(val) [5][10160/12617] eta: 0:03:17 time: 0.0691 data_time: 0.0338 memory: 730 2023/07/07 23:24:30 - mmengine - INFO - Epoch(val) [5][10180/12617] eta: 0:03:16 time: 0.0775 data_time: 0.0410 memory: 730 2023/07/07 23:24:32 - mmengine - INFO - Epoch(val) [5][10200/12617] eta: 0:03:14 time: 0.0894 data_time: 0.0519 memory: 730 2023/07/07 23:24:34 - mmengine - INFO - Epoch(val) [5][10220/12617] eta: 0:03:13 time: 0.1104 data_time: 0.0737 memory: 730 2023/07/07 23:24:37 - mmengine - INFO - Epoch(val) [5][10240/12617] eta: 0:03:11 time: 0.1055 data_time: 0.0680 memory: 730 2023/07/07 23:24:39 - mmengine - INFO - Epoch(val) [5][10260/12617] eta: 0:03:10 time: 0.1093 data_time: 0.0733 memory: 730 2023/07/07 23:24:40 - mmengine - INFO - Epoch(val) [5][10280/12617] eta: 0:03:08 time: 0.0773 data_time: 0.0372 memory: 730 2023/07/07 23:24:42 - mmengine - INFO - Epoch(val) [5][10300/12617] eta: 0:03:07 time: 0.0783 data_time: 0.0421 memory: 730 2023/07/07 23:24:43 - mmengine - INFO - Epoch(val) [5][10320/12617] eta: 0:03:05 time: 0.0567 data_time: 0.0215 memory: 730 2023/07/07 23:24:44 - mmengine - INFO - Epoch(val) [5][10340/12617] eta: 0:03:03 time: 0.0710 data_time: 0.0348 memory: 730 2023/07/07 23:24:46 - mmengine - INFO - Epoch(val) [5][10360/12617] eta: 0:03:02 time: 0.0859 data_time: 0.0482 memory: 730 2023/07/07 23:24:48 - mmengine - INFO - Epoch(val) [5][10380/12617] eta: 0:03:00 time: 0.0944 data_time: 0.0560 memory: 730 2023/07/07 23:24:50 - mmengine - INFO - Epoch(val) [5][10400/12617] eta: 0:02:58 time: 0.0903 data_time: 0.0531 memory: 730 2023/07/07 23:24:52 - mmengine - INFO - Epoch(val) [5][10420/12617] eta: 0:02:57 time: 0.0963 data_time: 0.0601 memory: 730 2023/07/07 23:24:54 - mmengine - INFO - Epoch(val) [5][10440/12617] eta: 0:02:55 time: 0.0964 data_time: 0.0613 memory: 730 2023/07/07 23:24:56 - mmengine - INFO - Epoch(val) [5][10460/12617] eta: 0:02:54 time: 0.1008 data_time: 0.0626 memory: 730 2023/07/07 23:24:58 - mmengine - INFO - Epoch(val) [5][10480/12617] eta: 0:02:52 time: 0.1153 data_time: 0.0803 memory: 730 2023/07/07 23:25:00 - mmengine - INFO - Epoch(val) [5][10500/12617] eta: 0:02:51 time: 0.0715 data_time: 0.0357 memory: 730 2023/07/07 23:25:01 - mmengine - INFO - Epoch(val) [5][10520/12617] eta: 0:02:49 time: 0.0934 data_time: 0.0561 memory: 730 2023/07/07 23:25:03 - mmengine - INFO - Epoch(val) [5][10540/12617] eta: 0:02:47 time: 0.0572 data_time: 0.0205 memory: 730 2023/07/07 23:25:04 - mmengine - INFO - Epoch(val) [5][10560/12617] eta: 0:02:46 time: 0.0733 data_time: 0.0347 memory: 730 2023/07/07 23:25:06 - mmengine - INFO - Epoch(val) [5][10580/12617] eta: 0:02:44 time: 0.0714 data_time: 0.0351 memory: 730 2023/07/07 23:25:08 - mmengine - INFO - Epoch(val) [5][10600/12617] eta: 0:02:43 time: 0.1141 data_time: 0.0775 memory: 730 2023/07/07 23:25:09 - mmengine - INFO - Epoch(val) [5][10620/12617] eta: 0:02:41 time: 0.0835 data_time: 0.0476 memory: 730 2023/07/07 23:25:12 - mmengine - INFO - Epoch(val) [5][10640/12617] eta: 0:02:39 time: 0.1075 data_time: 0.0679 memory: 730 2023/07/07 23:25:14 - mmengine - INFO - Epoch(val) [5][10660/12617] eta: 0:02:38 time: 0.1046 data_time: 0.0681 memory: 730 2023/07/07 23:25:16 - mmengine - INFO - Epoch(val) [5][10680/12617] eta: 0:02:36 time: 0.1162 data_time: 0.0789 memory: 730 2023/07/07 23:25:18 - mmengine - INFO - Epoch(val) [5][10700/12617] eta: 0:02:35 time: 0.0811 data_time: 0.0450 memory: 730 2023/07/07 23:25:20 - mmengine - INFO - Epoch(val) [5][10720/12617] eta: 0:02:33 time: 0.1209 data_time: 0.0856 memory: 730 2023/07/07 23:25:22 - mmengine - INFO - Epoch(val) [5][10740/12617] eta: 0:02:32 time: 0.0959 data_time: 0.0605 memory: 730 2023/07/07 23:25:23 - mmengine - INFO - Epoch(val) [5][10760/12617] eta: 0:02:30 time: 0.0710 data_time: 0.0347 memory: 730 2023/07/07 23:25:25 - mmengine - INFO - Epoch(val) [5][10780/12617] eta: 0:02:28 time: 0.0762 data_time: 0.0383 memory: 730 2023/07/07 23:25:27 - mmengine - INFO - Epoch(val) [5][10800/12617] eta: 0:02:27 time: 0.1049 data_time: 0.0671 memory: 730 2023/07/07 23:25:29 - mmengine - INFO - Epoch(val) [5][10820/12617] eta: 0:02:25 time: 0.0988 data_time: 0.0618 memory: 730 2023/07/07 23:25:31 - mmengine - INFO - Epoch(val) [5][10840/12617] eta: 0:02:24 time: 0.1109 data_time: 0.0749 memory: 730 2023/07/07 23:25:33 - mmengine - INFO - Epoch(val) [5][10860/12617] eta: 0:02:22 time: 0.0871 data_time: 0.0518 memory: 730 2023/07/07 23:25:35 - mmengine - INFO - Epoch(val) [5][10880/12617] eta: 0:02:21 time: 0.0888 data_time: 0.0524 memory: 730 2023/07/07 23:25:36 - mmengine - INFO - Epoch(val) [5][10900/12617] eta: 0:02:19 time: 0.0714 data_time: 0.0353 memory: 730 2023/07/07 23:25:38 - mmengine - INFO - Epoch(val) [5][10920/12617] eta: 0:02:17 time: 0.0908 data_time: 0.0533 memory: 730 2023/07/07 23:25:40 - mmengine - INFO - Epoch(val) [5][10940/12617] eta: 0:02:16 time: 0.0774 data_time: 0.0401 memory: 730 2023/07/07 23:25:41 - mmengine - INFO - Epoch(val) [5][10960/12617] eta: 0:02:14 time: 0.0642 data_time: 0.0278 memory: 730 2023/07/07 23:25:42 - mmengine - INFO - Epoch(val) [5][10980/12617] eta: 0:02:12 time: 0.0714 data_time: 0.0348 memory: 730 2023/07/07 23:25:44 - mmengine - INFO - Epoch(val) [5][11000/12617] eta: 0:02:11 time: 0.0994 data_time: 0.0632 memory: 730 2023/07/07 23:25:46 - mmengine - INFO - Epoch(val) [5][11020/12617] eta: 0:02:09 time: 0.0930 data_time: 0.0552 memory: 730 2023/07/07 23:25:48 - mmengine - INFO - Epoch(val) [5][11040/12617] eta: 0:02:08 time: 0.1049 data_time: 0.0683 memory: 730 2023/07/07 23:25:50 - mmengine - INFO - Epoch(val) [5][11060/12617] eta: 0:02:06 time: 0.0881 data_time: 0.0508 memory: 730 2023/07/07 23:25:52 - mmengine - INFO - Epoch(val) [5][11080/12617] eta: 0:02:05 time: 0.1011 data_time: 0.0633 memory: 730 2023/07/07 23:25:54 - mmengine - INFO - Epoch(val) [5][11100/12617] eta: 0:02:03 time: 0.0976 data_time: 0.0598 memory: 730 2023/07/07 23:25:56 - mmengine - INFO - Epoch(val) [5][11120/12617] eta: 0:02:01 time: 0.0914 data_time: 0.0540 memory: 730 2023/07/07 23:25:58 - mmengine - INFO - Epoch(val) [5][11140/12617] eta: 0:02:00 time: 0.0796 data_time: 0.0436 memory: 730 2023/07/07 23:25:59 - mmengine - INFO - Epoch(val) [5][11160/12617] eta: 0:01:58 time: 0.0725 data_time: 0.0355 memory: 730 2023/07/07 23:26:00 - mmengine - INFO - Epoch(val) [5][11180/12617] eta: 0:01:56 time: 0.0652 data_time: 0.0267 memory: 730 2023/07/07 23:26:03 - mmengine - INFO - Epoch(val) [5][11200/12617] eta: 0:01:55 time: 0.1252 data_time: 0.0891 memory: 730 2023/07/07 23:26:05 - mmengine - INFO - Epoch(val) [5][11220/12617] eta: 0:01:53 time: 0.1059 data_time: 0.0703 memory: 730 2023/07/07 23:26:07 - mmengine - INFO - Epoch(val) [5][11240/12617] eta: 0:01:52 time: 0.1190 data_time: 0.0809 memory: 730 2023/07/07 23:26:10 - mmengine - INFO - Epoch(val) [5][11260/12617] eta: 0:01:50 time: 0.1264 data_time: 0.0896 memory: 730 2023/07/07 23:26:12 - mmengine - INFO - Epoch(val) [5][11280/12617] eta: 0:01:49 time: 0.0994 data_time: 0.0633 memory: 730 2023/07/07 23:26:13 - mmengine - INFO - Epoch(val) [5][11300/12617] eta: 0:01:47 time: 0.0730 data_time: 0.0347 memory: 730 2023/07/07 23:26:15 - mmengine - INFO - Epoch(val) [5][11320/12617] eta: 0:01:45 time: 0.0838 data_time: 0.0459 memory: 730 2023/07/07 23:26:16 - mmengine - INFO - Epoch(val) [5][11340/12617] eta: 0:01:44 time: 0.0668 data_time: 0.0299 memory: 730 2023/07/07 23:26:18 - mmengine - INFO - Epoch(val) [5][11360/12617] eta: 0:01:42 time: 0.0856 data_time: 0.0483 memory: 730 2023/07/07 23:26:20 - mmengine - INFO - Epoch(val) [5][11380/12617] eta: 0:01:40 time: 0.0738 data_time: 0.0358 memory: 730 2023/07/07 23:26:22 - mmengine - INFO - Epoch(val) [5][11400/12617] eta: 0:01:39 time: 0.1289 data_time: 0.0903 memory: 730 2023/07/07 23:26:24 - mmengine - INFO - Epoch(val) [5][11420/12617] eta: 0:01:37 time: 0.1004 data_time: 0.0630 memory: 730 2023/07/07 23:26:26 - mmengine - INFO - Epoch(val) [5][11440/12617] eta: 0:01:36 time: 0.1071 data_time: 0.0717 memory: 730 2023/07/07 23:26:28 - mmengine - INFO - Epoch(val) [5][11460/12617] eta: 0:01:34 time: 0.1025 data_time: 0.0663 memory: 730 2023/07/07 23:26:32 - mmengine - INFO - Epoch(val) [5][11480/12617] eta: 0:01:33 time: 0.1717 data_time: 0.1337 memory: 730 2023/07/07 23:26:35 - mmengine - INFO - Epoch(val) [5][11500/12617] eta: 0:01:31 time: 0.1447 data_time: 0.1098 memory: 730 2023/07/07 23:26:38 - mmengine - INFO - Epoch(val) [5][11520/12617] eta: 0:01:30 time: 0.1458 data_time: 0.1111 memory: 730 2023/07/07 23:26:39 - mmengine - INFO - Epoch(val) [5][11540/12617] eta: 0:01:28 time: 0.0559 data_time: 0.0181 memory: 730 2023/07/07 23:26:40 - mmengine - INFO - Epoch(val) [5][11560/12617] eta: 0:01:26 time: 0.0756 data_time: 0.0380 memory: 730 2023/07/07 23:26:42 - mmengine - INFO - Epoch(val) [5][11580/12617] eta: 0:01:25 time: 0.0699 data_time: 0.0337 memory: 730 2023/07/07 23:26:44 - mmengine - INFO - Epoch(val) [5][11600/12617] eta: 0:01:23 time: 0.1107 data_time: 0.0735 memory: 730 2023/07/07 23:26:45 - mmengine - INFO - Epoch(val) [5][11620/12617] eta: 0:01:21 time: 0.0720 data_time: 0.0339 memory: 730 2023/07/07 23:26:47 - mmengine - INFO - Epoch(val) [5][11640/12617] eta: 0:01:20 time: 0.0837 data_time: 0.0451 memory: 730 2023/07/07 23:26:49 - mmengine - INFO - Epoch(val) [5][11660/12617] eta: 0:01:18 time: 0.0718 data_time: 0.0348 memory: 730 2023/07/07 23:26:50 - mmengine - INFO - Epoch(val) [5][11680/12617] eta: 0:01:16 time: 0.0938 data_time: 0.0549 memory: 730 2023/07/07 23:26:52 - mmengine - INFO - Epoch(val) [5][11700/12617] eta: 0:01:15 time: 0.0736 data_time: 0.0369 memory: 730 2023/07/07 23:26:54 - mmengine - INFO - Epoch(val) [5][11720/12617] eta: 0:01:13 time: 0.0822 data_time: 0.0441 memory: 730 2023/07/07 23:26:55 - mmengine - INFO - Epoch(val) [5][11740/12617] eta: 0:01:12 time: 0.0858 data_time: 0.0503 memory: 730 2023/07/07 23:26:58 - mmengine - INFO - Epoch(val) [5][11760/12617] eta: 0:01:10 time: 0.1119 data_time: 0.0748 memory: 730 2023/07/07 23:26:59 - mmengine - INFO - Epoch(val) [5][11780/12617] eta: 0:01:08 time: 0.0659 data_time: 0.0298 memory: 730 2023/07/07 23:27:01 - mmengine - INFO - Epoch(val) [5][11800/12617] eta: 0:01:07 time: 0.1120 data_time: 0.0756 memory: 730 2023/07/07 23:27:03 - mmengine - INFO - Epoch(val) [5][11820/12617] eta: 0:01:05 time: 0.0941 data_time: 0.0582 memory: 730 2023/07/07 23:27:06 - mmengine - INFO - Epoch(val) [5][11840/12617] eta: 0:01:03 time: 0.1270 data_time: 0.0903 memory: 730 2023/07/07 23:27:07 - mmengine - INFO - Epoch(val) [5][11860/12617] eta: 0:01:02 time: 0.0836 data_time: 0.0474 memory: 730 2023/07/07 23:27:09 - mmengine - INFO - Epoch(val) [5][11880/12617] eta: 0:01:00 time: 0.1059 data_time: 0.0675 memory: 730 2023/07/07 23:27:11 - mmengine - INFO - Epoch(val) [5][11900/12617] eta: 0:00:59 time: 0.0843 data_time: 0.0469 memory: 730 2023/07/07 23:27:13 - mmengine - INFO - Epoch(val) [5][11920/12617] eta: 0:00:57 time: 0.1011 data_time: 0.0645 memory: 730 2023/07/07 23:27:14 - mmengine - INFO - Epoch(val) [5][11940/12617] eta: 0:00:55 time: 0.0632 data_time: 0.0258 memory: 730 2023/07/07 23:27:16 - mmengine - INFO - Epoch(val) [5][11960/12617] eta: 0:00:54 time: 0.0810 data_time: 0.0428 memory: 730 2023/07/07 23:27:17 - mmengine - INFO - Epoch(val) [5][11980/12617] eta: 0:00:52 time: 0.0706 data_time: 0.0345 memory: 730 2023/07/07 23:27:19 - mmengine - INFO - Epoch(val) [5][12000/12617] eta: 0:00:50 time: 0.0818 data_time: 0.0442 memory: 730 2023/07/07 23:27:21 - mmengine - INFO - Epoch(val) [5][12020/12617] eta: 0:00:49 time: 0.0787 data_time: 0.0407 memory: 730 2023/07/07 23:27:23 - mmengine - INFO - Epoch(val) [5][12040/12617] eta: 0:00:47 time: 0.1132 data_time: 0.0757 memory: 730 2023/07/07 23:27:25 - mmengine - INFO - Epoch(val) [5][12060/12617] eta: 0:00:45 time: 0.1252 data_time: 0.0880 memory: 730 2023/07/07 23:27:27 - mmengine - INFO - Epoch(val) [5][12080/12617] eta: 0:00:44 time: 0.1013 data_time: 0.0638 memory: 730 2023/07/07 23:27:29 - mmengine - INFO - Epoch(val) [5][12100/12617] eta: 0:00:42 time: 0.0927 data_time: 0.0563 memory: 730 2023/07/07 23:27:31 - mmengine - INFO - Epoch(val) [5][12120/12617] eta: 0:00:40 time: 0.0673 data_time: 0.0305 memory: 730 2023/07/07 23:27:32 - mmengine - INFO - Epoch(val) [5][12140/12617] eta: 0:00:39 time: 0.0817 data_time: 0.0448 memory: 730 2023/07/07 23:27:34 - mmengine - INFO - Epoch(val) [5][12160/12617] eta: 0:00:37 time: 0.0676 data_time: 0.0313 memory: 730 2023/07/07 23:27:35 - mmengine - INFO - Epoch(val) [5][12180/12617] eta: 0:00:36 time: 0.0916 data_time: 0.0567 memory: 730 2023/07/07 23:27:37 - mmengine - INFO - Epoch(val) [5][12200/12617] eta: 0:00:34 time: 0.0654 data_time: 0.0302 memory: 730 2023/07/07 23:27:39 - mmengine - INFO - Epoch(val) [5][12220/12617] eta: 0:00:32 time: 0.0878 data_time: 0.0519 memory: 730 2023/07/07 23:27:40 - mmengine - INFO - Epoch(val) [5][12240/12617] eta: 0:00:31 time: 0.0684 data_time: 0.0312 memory: 730 2023/07/07 23:27:42 - mmengine - INFO - Epoch(val) [5][12260/12617] eta: 0:00:29 time: 0.0959 data_time: 0.0605 memory: 730 2023/07/07 23:27:43 - mmengine - INFO - Epoch(val) [5][12280/12617] eta: 0:00:27 time: 0.0753 data_time: 0.0379 memory: 730 2023/07/07 23:27:45 - mmengine - INFO - Epoch(val) [5][12300/12617] eta: 0:00:26 time: 0.0983 data_time: 0.0605 memory: 730 2023/07/07 23:27:47 - mmengine - INFO - Epoch(val) [5][12320/12617] eta: 0:00:24 time: 0.0844 data_time: 0.0478 memory: 730 2023/07/07 23:27:49 - mmengine - INFO - Epoch(val) [5][12340/12617] eta: 0:00:22 time: 0.1076 data_time: 0.0711 memory: 730 2023/07/07 23:27:51 - mmengine - INFO - Epoch(val) [5][12360/12617] eta: 0:00:21 time: 0.1007 data_time: 0.0646 memory: 730 2023/07/07 23:27:53 - mmengine - INFO - Epoch(val) [5][12380/12617] eta: 0:00:19 time: 0.1124 data_time: 0.0751 memory: 730 2023/07/07 23:27:55 - mmengine - INFO - Epoch(val) [5][12400/12617] eta: 0:00:17 time: 0.0877 data_time: 0.0510 memory: 730 2023/07/07 23:27:58 - mmengine - INFO - Epoch(val) [5][12420/12617] eta: 0:00:16 time: 0.1409 data_time: 0.1021 memory: 730 2023/07/07 23:28:00 - mmengine - INFO - Epoch(val) [5][12440/12617] eta: 0:00:14 time: 0.0986 data_time: 0.0631 memory: 730 2023/07/07 23:28:02 - mmengine - INFO - Epoch(val) [5][12460/12617] eta: 0:00:12 time: 0.1160 data_time: 0.0773 memory: 730 2023/07/07 23:28:04 - mmengine - INFO - Epoch(val) [5][12480/12617] eta: 0:00:11 time: 0.0717 data_time: 0.0338 memory: 730 2023/07/07 23:28:06 - mmengine - INFO - Epoch(val) [5][12500/12617] eta: 0:00:09 time: 0.1034 data_time: 0.0634 memory: 730 2023/07/07 23:28:08 - mmengine - INFO - Epoch(val) [5][12520/12617] eta: 0:00:08 time: 0.0974 data_time: 0.0605 memory: 730 2023/07/07 23:28:10 - mmengine - INFO - Epoch(val) [5][12540/12617] eta: 0:00:06 time: 0.0865 data_time: 0.0491 memory: 730 2023/07/07 23:28:11 - mmengine - INFO - Epoch(val) [5][12560/12617] eta: 0:00:04 time: 0.0740 data_time: 0.0373 memory: 730 2023/07/07 23:28:13 - mmengine - INFO - Epoch(val) [5][12580/12617] eta: 0:00:03 time: 0.0841 data_time: 0.0472 memory: 730 2023/07/07 23:28:14 - mmengine - INFO - Epoch(val) [5][12600/12617] eta: 0:00:01 time: 0.0737 data_time: 0.0338 memory: 730 2023/07/07 23:31:29 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/07 23:31:29 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/07 23:31:29 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/07 23:31:29 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/07 23:31:31 - mmengine - INFO - do not evaluate basketball save 2023/07/07 23:31:31 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/07 23:31:31 - mmengine - INFO - frameAP_0.5 2023/07/07 23:31:31 - mmengine - INFO - aerobic push up 61.87 2023/07/07 23:31:31 - mmengine - INFO - aerobic explosive push up 80.63 2023/07/07 23:31:31 - mmengine - INFO - aerobic explosive support 77.72 2023/07/07 23:31:31 - mmengine - INFO - aerobic leg circle 65.78 2023/07/07 23:31:31 - mmengine - INFO - aerobic helicopter 72.45 2023/07/07 23:31:31 - mmengine - INFO - aerobic support 88.46 2023/07/07 23:31:31 - mmengine - INFO - aerobic v support 54.26 2023/07/07 23:31:31 - mmengine - INFO - aerobic horizontal support 85.55 2023/07/07 23:31:31 - mmengine - INFO - aerobic straight jump 48.87 2023/07/07 23:31:31 - mmengine - INFO - aerobic illusion 73.07 2023/07/07 23:31:31 - mmengine - INFO - aerobic bent leg(s) jump 35.78 2023/07/07 23:31:31 - mmengine - INFO - aerobic pike jump 46.26 2023/07/07 23:31:31 - mmengine - INFO - aerobic straddle jump 44.49 2023/07/07 23:31:31 - mmengine - INFO - aerobic split jump 44.45 2023/07/07 23:31:31 - mmengine - INFO - aerobic scissors leap 56.90 2023/07/07 23:31:31 - mmengine - INFO - aerobic split 11.46 2023/07/07 23:31:31 - mmengine - INFO - aerobic turn 65.33 2023/07/07 23:31:31 - mmengine - INFO - volleyball serve 93.89 2023/07/07 23:31:31 - mmengine - INFO - volleyball block 50.24 2023/07/07 23:31:31 - mmengine - INFO - volleyball first pass 54.98 2023/07/07 23:31:31 - mmengine - INFO - volleyball defend 30.10 2023/07/07 23:31:31 - mmengine - INFO - volleyball protect 16.65 2023/07/07 23:31:31 - mmengine - INFO - volleyball second pass 59.51 2023/07/07 23:31:31 - mmengine - INFO - volleyball adjust 11.97 2023/07/07 23:31:31 - mmengine - INFO - volleyball save 14.84 2023/07/07 23:31:31 - mmengine - INFO - volleyball second attack 10.06 2023/07/07 23:31:31 - mmengine - INFO - volleyball spike 62.49 2023/07/07 23:31:31 - mmengine - INFO - volleyball dink 13.91 2023/07/07 23:31:31 - mmengine - INFO - volleyball no offensive attack 25.15 2023/07/07 23:31:31 - mmengine - INFO - football shoot 7.14 2023/07/07 23:31:31 - mmengine - INFO - football long pass 32.75 2023/07/07 23:31:31 - mmengine - INFO - football short pass 48.21 2023/07/07 23:31:31 - mmengine - INFO - football through pass 2.70 2023/07/07 23:31:31 - mmengine - INFO - football cross 14.84 2023/07/07 23:31:31 - mmengine - INFO - football dribble 40.63 2023/07/07 23:31:31 - mmengine - INFO - football trap 46.63 2023/07/07 23:31:31 - mmengine - INFO - football throw 28.24 2023/07/07 23:31:31 - mmengine - INFO - football diving 26.45 2023/07/07 23:31:31 - mmengine - INFO - football tackle 1.43 2023/07/07 23:31:31 - mmengine - INFO - football steal 0.06 2023/07/07 23:31:31 - mmengine - INFO - football clearance 8.57 2023/07/07 23:31:31 - mmengine - INFO - football block 5.23 2023/07/07 23:31:31 - mmengine - INFO - football press 13.14 2023/07/07 23:31:31 - mmengine - INFO - football aerial duels 6.98 2023/07/07 23:31:31 - mmengine - INFO - basketball pass 40.33 2023/07/07 23:31:31 - mmengine - INFO - basketball drive 13.48 2023/07/07 23:31:31 - mmengine - INFO - basketball dribble 79.44 2023/07/07 23:31:31 - mmengine - INFO - basketball 3-point shot 29.72 2023/07/07 23:31:31 - mmengine - INFO - basketball 2-point shot 51.05 2023/07/07 23:31:31 - mmengine - INFO - basketball free throw 68.02 2023/07/07 23:31:31 - mmengine - INFO - basketball block 0.29 2023/07/07 23:31:31 - mmengine - INFO - basketball offensive rebound 5.17 2023/07/07 23:31:31 - mmengine - INFO - basketball defensive rebound 39.62 2023/07/07 23:31:31 - mmengine - INFO - basketball pass steal 0.18 2023/07/07 23:31:31 - mmengine - INFO - basketball dribble steal 0.37 2023/07/07 23:31:31 - mmengine - INFO - basketball interfere shot 8.00 2023/07/07 23:31:31 - mmengine - INFO - basketball pick-and-roll defensive 1.85 2023/07/07 23:31:31 - mmengine - INFO - basketball sag 0.15 2023/07/07 23:31:31 - mmengine - INFO - basketball screen 2.11 2023/07/07 23:31:31 - mmengine - INFO - basketball pass-inbound 28.94 2023/07/07 23:31:31 - mmengine - INFO - mAP 35.15 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 23:33:26 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 23:33:26 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 23:33:26 - mmengine - INFO - VideoAP_0.2 2023/07/07 23:33:26 - mmengine - INFO - aerobic push up 70.31 2023/07/07 23:33:26 - mmengine - INFO - aerobic explosive push up 76.09 2023/07/07 23:33:26 - mmengine - INFO - aerobic explosive support 73.47 2023/07/07 23:33:26 - mmengine - INFO - aerobic leg circle 54.86 2023/07/07 23:33:26 - mmengine - INFO - aerobic helicopter 59.75 2023/07/07 23:33:26 - mmengine - INFO - aerobic support 81.78 2023/07/07 23:33:26 - mmengine - INFO - aerobic v support 28.04 2023/07/07 23:33:26 - mmengine - INFO - aerobic horizontal support 76.92 2023/07/07 23:33:26 - mmengine - INFO - aerobic straight jump 40.91 2023/07/07 23:33:26 - mmengine - INFO - aerobic illusion 53.74 2023/07/07 23:33:26 - mmengine - INFO - aerobic bent leg(s) jump 25.84 2023/07/07 23:33:26 - mmengine - INFO - aerobic pike jump 31.40 2023/07/07 23:33:26 - mmengine - INFO - aerobic straddle jump 29.65 2023/07/07 23:33:26 - mmengine - INFO - aerobic split jump 28.17 2023/07/07 23:33:26 - mmengine - INFO - aerobic scissors leap 50.03 2023/07/07 23:33:26 - mmengine - INFO - aerobic split 7.14 2023/07/07 23:33:26 - mmengine - INFO - aerobic turn 55.69 2023/07/07 23:33:26 - mmengine - INFO - volleyball serve 74.35 2023/07/07 23:33:26 - mmengine - INFO - volleyball block 30.26 2023/07/07 23:33:26 - mmengine - INFO - volleyball first pass 20.07 2023/07/07 23:33:26 - mmengine - INFO - volleyball defend 7.60 2023/07/07 23:33:26 - mmengine - INFO - volleyball protect 0.00 2023/07/07 23:33:26 - mmengine - INFO - volleyball second pass 57.03 2023/07/07 23:33:26 - mmengine - INFO - volleyball adjust 11.21 2023/07/07 23:33:26 - mmengine - INFO - volleyball save 0.00 2023/07/07 23:33:26 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 23:33:26 - mmengine - INFO - volleyball spike 26.58 2023/07/07 23:33:26 - mmengine - INFO - volleyball dink 6.90 2023/07/07 23:33:26 - mmengine - INFO - volleyball no offensive attack 16.18 2023/07/07 23:33:26 - mmengine - INFO - football shoot 0.00 2023/07/07 23:33:26 - mmengine - INFO - football long pass 5.08 2023/07/07 23:33:26 - mmengine - INFO - football short pass 4.75 2023/07/07 23:33:26 - mmengine - INFO - football through pass 0.00 2023/07/07 23:33:26 - mmengine - INFO - football cross 0.00 2023/07/07 23:33:26 - mmengine - INFO - football dribble 25.89 2023/07/07 23:33:26 - mmengine - INFO - football trap 6.41 2023/07/07 23:33:26 - mmengine - INFO - football throw 5.00 2023/07/07 23:33:26 - mmengine - INFO - football diving 5.13 2023/07/07 23:33:26 - mmengine - INFO - football tackle 0.00 2023/07/07 23:33:26 - mmengine - INFO - football steal 0.00 2023/07/07 23:33:26 - mmengine - INFO - football clearance 1.39 2023/07/07 23:33:26 - mmengine - INFO - football block 0.00 2023/07/07 23:33:26 - mmengine - INFO - football press 3.76 2023/07/07 23:33:26 - mmengine - INFO - football aerial duels 4.62 2023/07/07 23:33:26 - mmengine - INFO - basketball pass 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball drive 7.24 2023/07/07 23:33:26 - mmengine - INFO - basketball dribble 35.74 2023/07/07 23:33:26 - mmengine - INFO - basketball 3-point shot 15.58 2023/07/07 23:33:26 - mmengine - INFO - basketball 2-point shot 37.59 2023/07/07 23:33:26 - mmengine - INFO - basketball free throw 55.62 2023/07/07 23:33:26 - mmengine - INFO - basketball block 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball defensive rebound 21.48 2023/07/07 23:33:26 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball interfere shot 2.31 2023/07/07 23:33:26 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball sag 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball screen 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 23:33:26 - mmengine - INFO - mAP 22.19 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/07 23:33:26 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/07 23:33:26 - mmengine - INFO - do not evaluatebasketball save 2023/07/07 23:33:26 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/07 23:33:26 - mmengine - INFO - VideoAP_0.5 2023/07/07 23:33:26 - mmengine - INFO - aerobic push up 70.31 2023/07/07 23:33:26 - mmengine - INFO - aerobic explosive push up 72.84 2023/07/07 23:33:26 - mmengine - INFO - aerobic explosive support 62.05 2023/07/07 23:33:26 - mmengine - INFO - aerobic leg circle 33.09 2023/07/07 23:33:26 - mmengine - INFO - aerobic helicopter 40.44 2023/07/07 23:33:26 - mmengine - INFO - aerobic support 65.52 2023/07/07 23:33:26 - mmengine - INFO - aerobic v support 8.46 2023/07/07 23:33:26 - mmengine - INFO - aerobic horizontal support 30.00 2023/07/07 23:33:26 - mmengine - INFO - aerobic straight jump 32.78 2023/07/07 23:33:26 - mmengine - INFO - aerobic illusion 34.30 2023/07/07 23:33:26 - mmengine - INFO - aerobic bent leg(s) jump 22.79 2023/07/07 23:33:26 - mmengine - INFO - aerobic pike jump 22.28 2023/07/07 23:33:26 - mmengine - INFO - aerobic straddle jump 25.03 2023/07/07 23:33:26 - mmengine - INFO - aerobic split jump 23.81 2023/07/07 23:33:26 - mmengine - INFO - aerobic scissors leap 37.05 2023/07/07 23:33:26 - mmengine - INFO - aerobic split 7.14 2023/07/07 23:33:26 - mmengine - INFO - aerobic turn 44.23 2023/07/07 23:33:26 - mmengine - INFO - volleyball serve 62.40 2023/07/07 23:33:26 - mmengine - INFO - volleyball block 26.70 2023/07/07 23:33:26 - mmengine - INFO - volleyball first pass 18.89 2023/07/07 23:33:26 - mmengine - INFO - volleyball defend 5.83 2023/07/07 23:33:26 - mmengine - INFO - volleyball protect 0.00 2023/07/07 23:33:26 - mmengine - INFO - volleyball second pass 53.48 2023/07/07 23:33:26 - mmengine - INFO - volleyball adjust 11.21 2023/07/07 23:33:26 - mmengine - INFO - volleyball save 0.00 2023/07/07 23:33:26 - mmengine - INFO - volleyball second attack 0.00 2023/07/07 23:33:26 - mmengine - INFO - volleyball spike 26.58 2023/07/07 23:33:26 - mmengine - INFO - volleyball dink 6.90 2023/07/07 23:33:26 - mmengine - INFO - volleyball no offensive attack 8.82 2023/07/07 23:33:26 - mmengine - INFO - football shoot 0.00 2023/07/07 23:33:26 - mmengine - INFO - football long pass 5.08 2023/07/07 23:33:26 - mmengine - INFO - football short pass 3.48 2023/07/07 23:33:26 - mmengine - INFO - football through pass 0.00 2023/07/07 23:33:26 - mmengine - INFO - football cross 0.00 2023/07/07 23:33:26 - mmengine - INFO - football dribble 7.26 2023/07/07 23:33:26 - mmengine - INFO - football trap 5.88 2023/07/07 23:33:26 - mmengine - INFO - football throw 5.00 2023/07/07 23:33:26 - mmengine - INFO - football diving 2.56 2023/07/07 23:33:26 - mmengine - INFO - football tackle 0.00 2023/07/07 23:33:26 - mmengine - INFO - football steal 0.00 2023/07/07 23:33:26 - mmengine - INFO - football clearance 1.39 2023/07/07 23:33:26 - mmengine - INFO - football block 0.00 2023/07/07 23:33:26 - mmengine - INFO - football press 0.08 2023/07/07 23:33:26 - mmengine - INFO - football aerial duels 0.77 2023/07/07 23:33:26 - mmengine - INFO - basketball pass 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball drive 3.55 2023/07/07 23:33:26 - mmengine - INFO - basketball dribble 13.07 2023/07/07 23:33:26 - mmengine - INFO - basketball 3-point shot 15.58 2023/07/07 23:33:26 - mmengine - INFO - basketball 2-point shot 27.35 2023/07/07 23:33:26 - mmengine - INFO - basketball free throw 36.16 2023/07/07 23:33:26 - mmengine - INFO - basketball block 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball defensive rebound 14.43 2023/07/07 23:33:26 - mmengine - INFO - basketball pass steal 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball dribble steal 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball interfere shot 1.06 2023/07/07 23:33:26 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball sag 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball screen 0.00 2023/07/07 23:33:26 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/07 23:33:26 - mmengine - INFO - mAP 16.59 2023/07/07 23:33:31 - mmengine - INFO - Epoch(val) [5][12617/12617] mAP/frameAP: 35.1470 mAP/v_map@0.2: 22.1924 mAP/v_map@0.5: 16.5937 mAP/v_map_0.05:0.45: 21.0426 mAP/v_map_0.10:0.90: 14.3209 mAP/v_map_0.50:0.95: 7.9584 data_time: 0.0455 time: 0.0827 2023/07/07 23:34:19 - mmengine - INFO - Epoch(train) [6][ 20/2255] lr: 1.1250e-02 eta: 3:09:41 time: 2.3750 data_time: 0.5527 memory: 18620 grad_norm: 2.9335 loss: 0.8893 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.6522 recall@top3: 0.6957 prec@top3: 0.2319 recall@top5: 0.7391 prec@top5: 0.1478 loss_action_cls: 0.8893 2023/07/07 23:34:50 - mmengine - INFO - Epoch(train) [6][ 40/2255] lr: 1.1250e-02 eta: 3:09:05 time: 1.5505 data_time: 0.0796 memory: 18620 grad_norm: 2.6065 loss: 0.7595 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8286 recall@top3: 0.8857 prec@top3: 0.2952 recall@top5: 0.9429 prec@top5: 0.1886 loss_action_cls: 0.7595 2023/07/07 23:35:24 - mmengine - INFO - Epoch(train) [6][ 60/2255] lr: 1.1250e-02 eta: 3:08:32 time: 1.7005 data_time: 0.0972 memory: 18620 grad_norm: 2.7017 loss: 0.8847 recall@thr=0.5: 0.9231 prec@thr=0.5: 0.9231 recall@top3: 0.9615 prec@top3: 0.3205 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 0.8847 2023/07/07 23:35:55 - mmengine - INFO - Epoch(train) [6][ 80/2255] lr: 1.1250e-02 eta: 3:07:56 time: 1.5424 data_time: 0.0898 memory: 18620 grad_norm: 2.4655 loss: 0.8115 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7143 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7857 prec@top5: 0.1571 loss_action_cls: 0.8115 2023/07/07 23:36:27 - mmengine - INFO - Epoch(train) [6][ 100/2255] lr: 1.1250e-02 eta: 3:07:22 time: 1.6257 data_time: 0.1023 memory: 18620 grad_norm: 2.7781 loss: 0.6969 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8056 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9444 prec@top5: 0.1889 loss_action_cls: 0.6969 2023/07/07 23:36:59 - mmengine - INFO - Epoch(train) [6][ 120/2255] lr: 1.1250e-02 eta: 3:06:47 time: 1.5669 data_time: 0.0888 memory: 18620 grad_norm: 2.6790 loss: 0.7573 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8125 recall@top3: 0.9062 prec@top3: 0.3021 recall@top5: 0.9062 prec@top5: 0.1812 loss_action_cls: 0.7573 2023/07/07 23:37:33 - mmengine - INFO - Epoch(train) [6][ 140/2255] lr: 1.1250e-02 eta: 3:06:13 time: 1.7046 data_time: 0.0910 memory: 18620 grad_norm: 2.6472 loss: 0.8279 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.9143 prec@top3: 0.3048 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 0.8279 2023/07/07 23:38:03 - mmengine - INFO - Epoch(train) [6][ 160/2255] lr: 1.1250e-02 eta: 3:05:37 time: 1.4892 data_time: 0.0915 memory: 18620 grad_norm: 2.8139 loss: 0.8038 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8286 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8038 2023/07/07 23:38:35 - mmengine - INFO - Epoch(train) [6][ 180/2255] lr: 1.1250e-02 eta: 3:05:03 time: 1.6470 data_time: 0.0969 memory: 18620 grad_norm: 2.9148 loss: 0.8312 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8437 recall@top3: 0.9062 prec@top3: 0.3021 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.8312 2023/07/07 23:39:05 - mmengine - INFO - Epoch(train) [6][ 200/2255] lr: 1.1250e-02 eta: 3:04:27 time: 1.4993 data_time: 0.0839 memory: 18620 grad_norm: 2.5494 loss: 0.8538 recall@thr=0.5: 0.9655 prec@thr=0.5: 0.9655 recall@top3: 0.9655 prec@top3: 0.3218 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8538 2023/07/07 23:39:39 - mmengine - INFO - Epoch(train) [6][ 220/2255] lr: 1.1250e-02 eta: 3:03:53 time: 1.6623 data_time: 0.1163 memory: 18620 grad_norm: 2.7363 loss: 0.7866 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9688 prec@top5: 0.1937 loss_action_cls: 0.7866 2023/07/07 23:40:08 - mmengine - INFO - Epoch(train) [6][ 240/2255] lr: 1.1250e-02 eta: 3:03:17 time: 1.4526 data_time: 0.1052 memory: 18620 grad_norm: 2.3970 loss: 0.6809 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.6809 2023/07/07 23:40:39 - mmengine - INFO - Epoch(train) [6][ 260/2255] lr: 1.1250e-02 eta: 3:02:42 time: 1.5712 data_time: 0.1069 memory: 18620 grad_norm: 2.8320 loss: 0.9250 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.8824 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.9706 prec@top5: 0.1941 loss_action_cls: 0.9250 2023/07/07 23:41:10 - mmengine - INFO - Epoch(train) [6][ 280/2255] lr: 1.1250e-02 eta: 3:02:06 time: 1.5243 data_time: 0.0906 memory: 18620 grad_norm: 2.9128 loss: 0.9290 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8235 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.8824 prec@top5: 0.1765 loss_action_cls: 0.9290 2023/07/07 23:41:45 - mmengine - INFO - Epoch(train) [6][ 300/2255] lr: 1.1250e-02 eta: 3:01:33 time: 1.7550 data_time: 0.0959 memory: 18620 grad_norm: 2.6652 loss: 0.7710 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 0.7710 2023/07/07 23:42:16 - mmengine - INFO - Epoch(train) [6][ 320/2255] lr: 1.1250e-02 eta: 3:00:58 time: 1.5553 data_time: 0.0822 memory: 18620 grad_norm: 2.6227 loss: 0.8257 recall@thr=0.5: 0.6774 prec@thr=0.5: 0.6774 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 0.8257 2023/07/07 23:42:48 - mmengine - INFO - Epoch(train) [6][ 340/2255] lr: 1.1250e-02 eta: 3:00:24 time: 1.6036 data_time: 0.1046 memory: 18620 grad_norm: 2.5490 loss: 0.9106 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.9106 2023/07/07 23:43:19 - mmengine - INFO - Epoch(train) [6][ 360/2255] lr: 1.1250e-02 eta: 2:59:49 time: 1.5611 data_time: 0.0850 memory: 18620 grad_norm: 2.4443 loss: 0.8080 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.7097 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 0.8080 2023/07/07 23:43:54 - mmengine - INFO - Epoch(train) [6][ 380/2255] lr: 1.1250e-02 eta: 2:59:15 time: 1.7197 data_time: 0.1026 memory: 18620 grad_norm: 2.5445 loss: 0.7713 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7713 2023/07/07 23:44:24 - mmengine - INFO - Epoch(train) [6][ 400/2255] lr: 1.1250e-02 eta: 2:58:40 time: 1.5289 data_time: 0.0831 memory: 18620 grad_norm: 2.7319 loss: 0.8192 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8800 prec@top3: 0.2933 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.8192 2023/07/07 23:44:59 - mmengine - INFO - Epoch(train) [6][ 420/2255] lr: 1.1250e-02 eta: 2:58:07 time: 1.7369 data_time: 0.0989 memory: 18620 grad_norm: 2.4071 loss: 0.8075 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.8075 2023/07/07 23:45:28 - mmengine - INFO - Epoch(train) [6][ 440/2255] lr: 1.1250e-02 eta: 2:57:31 time: 1.4558 data_time: 0.0901 memory: 18620 grad_norm: 2.7645 loss: 0.7566 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7000 prec@top3: 0.2333 recall@top5: 0.7333 prec@top5: 0.1467 loss_action_cls: 0.7566 2023/07/07 23:46:00 - mmengine - INFO - Epoch(train) [6][ 460/2255] lr: 1.1250e-02 eta: 2:56:56 time: 1.6053 data_time: 0.1145 memory: 18620 grad_norm: 2.9478 loss: 0.8596 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8286 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8857 prec@top5: 0.1771 loss_action_cls: 0.8596 2023/07/07 23:46:30 - mmengine - INFO - Epoch(train) [6][ 480/2255] lr: 1.1250e-02 eta: 2:56:20 time: 1.4893 data_time: 0.1070 memory: 18620 grad_norm: 2.7206 loss: 0.9542 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 0.9542 2023/07/07 23:47:02 - mmengine - INFO - Epoch(train) [6][ 500/2255] lr: 1.1250e-02 eta: 2:55:46 time: 1.5912 data_time: 0.1076 memory: 18620 grad_norm: 2.7345 loss: 0.8026 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.8958 prec@top3: 0.2986 recall@top5: 0.8958 prec@top5: 0.1792 loss_action_cls: 0.8026 2023/07/07 23:47:33 - mmengine - INFO - Epoch(train) [6][ 520/2255] lr: 1.1250e-02 eta: 2:55:11 time: 1.5675 data_time: 0.1013 memory: 18620 grad_norm: 2.7445 loss: 0.9352 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8095 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.9048 prec@top5: 0.1810 loss_action_cls: 0.9352 2023/07/07 23:48:07 - mmengine - INFO - Epoch(train) [6][ 540/2255] lr: 1.1250e-02 eta: 2:54:37 time: 1.7104 data_time: 0.1025 memory: 18620 grad_norm: 2.5875 loss: 0.8329 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.8329 2023/07/07 23:48:37 - mmengine - INFO - Epoch(train) [6][ 560/2255] lr: 1.1250e-02 eta: 2:54:01 time: 1.4625 data_time: 0.0978 memory: 18620 grad_norm: 2.7028 loss: 0.8709 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6875 recall@top3: 0.9062 prec@top3: 0.3021 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.8709 2023/07/07 23:49:13 - mmengine - INFO - Epoch(train) [6][ 580/2255] lr: 1.1250e-02 eta: 2:53:29 time: 1.8014 data_time: 0.1010 memory: 18620 grad_norm: 2.4547 loss: 0.9261 recall@thr=0.5: 0.7674 prec@thr=0.5: 0.7674 recall@top3: 0.7674 prec@top3: 0.2558 recall@top5: 0.7907 prec@top5: 0.1581 loss_action_cls: 0.9261 2023/07/07 23:49:43 - mmengine - INFO - Epoch(train) [6][ 600/2255] lr: 1.1250e-02 eta: 2:52:54 time: 1.5216 data_time: 0.1047 memory: 18620 grad_norm: 2.8917 loss: 0.8049 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.7838 recall@top3: 0.9189 prec@top3: 0.3063 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.8049 2023/07/07 23:50:18 - mmengine - INFO - Epoch(train) [6][ 620/2255] lr: 1.1250e-02 eta: 2:52:21 time: 1.7452 data_time: 0.1070 memory: 18620 grad_norm: 2.9286 loss: 0.9062 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7200 recall@top3: 0.9200 prec@top3: 0.3067 recall@top5: 0.9200 prec@top5: 0.1840 loss_action_cls: 0.9062 2023/07/07 23:50:48 - mmengine - INFO - Epoch(train) [6][ 640/2255] lr: 1.1250e-02 eta: 2:51:45 time: 1.5264 data_time: 0.0904 memory: 18620 grad_norm: 3.3647 loss: 0.8484 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.8158 recall@top3: 0.8684 prec@top3: 0.2895 recall@top5: 0.8684 prec@top5: 0.1737 loss_action_cls: 0.8484 2023/07/07 23:51:18 - mmengine - INFO - Epoch(train) [6][ 660/2255] lr: 1.1250e-02 eta: 2:51:10 time: 1.4930 data_time: 0.1017 memory: 18620 grad_norm: 2.7930 loss: 0.8180 recall@thr=0.5: 0.9429 prec@thr=0.5: 0.9429 recall@top3: 0.9714 prec@top3: 0.3238 recall@top5: 0.9714 prec@top5: 0.1943 loss_action_cls: 0.8180 2023/07/07 23:51:49 - mmengine - INFO - Epoch(train) [6][ 680/2255] lr: 1.1250e-02 eta: 2:50:35 time: 1.5604 data_time: 0.1025 memory: 18620 grad_norm: 2.6579 loss: 0.7269 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.7907 recall@top3: 0.9070 prec@top3: 0.3023 recall@top5: 0.9070 prec@top5: 0.1814 loss_action_cls: 0.7269 2023/07/07 23:52:25 - mmengine - INFO - Epoch(train) [6][ 700/2255] lr: 1.1250e-02 eta: 2:50:02 time: 1.7609 data_time: 0.0940 memory: 18620 grad_norm: 2.4147 loss: 0.7002 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.9643 prec@top3: 0.3214 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.7002 2023/07/07 23:52:55 - mmengine - INFO - Epoch(train) [6][ 720/2255] lr: 1.1250e-02 eta: 2:49:27 time: 1.5077 data_time: 0.1209 memory: 18620 grad_norm: 2.7762 loss: 0.7285 recall@thr=0.5: 0.9286 prec@thr=0.5: 0.9286 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.7285 2023/07/07 23:53:05 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/07 23:53:30 - mmengine - INFO - Epoch(train) [6][ 740/2255] lr: 1.1250e-02 eta: 2:48:54 time: 1.7401 data_time: 0.0999 memory: 18620 grad_norm: 2.6819 loss: 0.7855 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8261 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.9565 prec@top5: 0.1913 loss_action_cls: 0.7855 2023/07/07 23:54:00 - mmengine - INFO - Epoch(train) [6][ 760/2255] lr: 1.1250e-02 eta: 2:48:18 time: 1.5117 data_time: 0.0927 memory: 18620 grad_norm: 2.4261 loss: 0.8202 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8095 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.8202 2023/07/07 23:54:35 - mmengine - INFO - Epoch(train) [6][ 780/2255] lr: 1.1250e-02 eta: 2:47:45 time: 1.7352 data_time: 0.1029 memory: 18620 grad_norm: 2.4452 loss: 0.6746 recall@thr=0.5: 0.9091 prec@thr=0.5: 0.9091 recall@top3: 0.9394 prec@top3: 0.3131 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 0.6746 2023/07/07 23:55:05 - mmengine - INFO - Epoch(train) [6][ 800/2255] lr: 1.1250e-02 eta: 2:47:10 time: 1.5406 data_time: 0.1031 memory: 18620 grad_norm: 2.6205 loss: 0.8096 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.8096 2023/07/07 23:55:39 - mmengine - INFO - Epoch(train) [6][ 820/2255] lr: 1.1250e-02 eta: 2:46:36 time: 1.6640 data_time: 0.1013 memory: 18620 grad_norm: 2.4757 loss: 0.8273 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8273 2023/07/07 23:56:09 - mmengine - INFO - Epoch(train) [6][ 840/2255] lr: 1.1250e-02 eta: 2:46:01 time: 1.5357 data_time: 0.1026 memory: 18620 grad_norm: 2.7135 loss: 0.8628 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.7838 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.8628 2023/07/07 23:56:43 - mmengine - INFO - Epoch(train) [6][ 860/2255] lr: 1.1250e-02 eta: 2:45:28 time: 1.6760 data_time: 0.2515 memory: 18620 grad_norm: 2.7594 loss: 0.8005 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.6552 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 0.8005 2023/07/07 23:57:13 - mmengine - INFO - Epoch(train) [6][ 880/2255] lr: 1.1250e-02 eta: 2:44:52 time: 1.5057 data_time: 0.0891 memory: 18620 grad_norm: 2.6649 loss: 0.8444 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.8485 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.8444 2023/07/07 23:57:49 - mmengine - INFO - Epoch(train) [6][ 900/2255] lr: 1.1250e-02 eta: 2:44:20 time: 1.7887 data_time: 0.0983 memory: 18620 grad_norm: 2.8939 loss: 0.7827 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.6500 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7827 2023/07/07 23:58:19 - mmengine - INFO - Epoch(train) [6][ 920/2255] lr: 1.1250e-02 eta: 2:43:45 time: 1.5314 data_time: 0.0954 memory: 18620 grad_norm: 2.5501 loss: 0.8359 recall@thr=0.5: 0.8378 prec@thr=0.5: 0.8378 recall@top3: 0.9189 prec@top3: 0.3063 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.8359 2023/07/07 23:58:55 - mmengine - INFO - Epoch(train) [6][ 940/2255] lr: 1.1250e-02 eta: 2:43:12 time: 1.7745 data_time: 0.0788 memory: 18620 grad_norm: 2.5192 loss: 0.8714 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.9583 prec@top3: 0.3194 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 0.8714 2023/07/07 23:59:24 - mmengine - INFO - Epoch(train) [6][ 960/2255] lr: 1.1250e-02 eta: 2:42:36 time: 1.4749 data_time: 0.0886 memory: 18620 grad_norm: 2.4455 loss: 0.7060 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8810 prec@top3: 0.2937 recall@top5: 0.8810 prec@top5: 0.1762 loss_action_cls: 0.7060 2023/07/07 23:59:57 - mmengine - INFO - Epoch(train) [6][ 980/2255] lr: 1.1250e-02 eta: 2:42:02 time: 1.6411 data_time: 0.1006 memory: 18620 grad_norm: 2.5687 loss: 0.7692 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.8205 recall@top3: 0.8974 prec@top3: 0.2991 recall@top5: 0.8974 prec@top5: 0.1795 loss_action_cls: 0.7692 2023/07/08 00:00:30 - mmengine - INFO - Epoch(train) [6][1000/2255] lr: 1.1250e-02 eta: 2:41:28 time: 1.6150 data_time: 0.0955 memory: 18620 grad_norm: 2.7938 loss: 0.8269 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7778 prec@top3: 0.2593 recall@top5: 0.8056 prec@top5: 0.1611 loss_action_cls: 0.8269 2023/07/08 00:01:02 - mmengine - INFO - Epoch(train) [6][1020/2255] lr: 1.1250e-02 eta: 2:40:54 time: 1.6057 data_time: 0.1039 memory: 18620 grad_norm: 2.7603 loss: 0.6757 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.6757 2023/07/08 00:01:34 - mmengine - INFO - Epoch(train) [6][1040/2255] lr: 1.1250e-02 eta: 2:40:20 time: 1.6246 data_time: 0.0896 memory: 18620 grad_norm: 2.6895 loss: 0.9223 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6667 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.7500 prec@top5: 0.1500 loss_action_cls: 0.9223 2023/07/08 00:02:07 - mmengine - INFO - Epoch(train) [6][1060/2255] lr: 1.1250e-02 eta: 2:39:46 time: 1.6469 data_time: 0.0936 memory: 18620 grad_norm: 2.6800 loss: 0.7144 recall@thr=0.5: 0.9583 prec@thr=0.5: 0.9583 recall@top3: 0.9583 prec@top3: 0.3194 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7144 2023/07/08 00:02:37 - mmengine - INFO - Epoch(train) [6][1080/2255] lr: 1.1250e-02 eta: 2:39:10 time: 1.4765 data_time: 0.0859 memory: 18620 grad_norm: 2.6197 loss: 0.8255 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8108 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.8255 2023/07/08 00:03:10 - mmengine - INFO - Epoch(train) [6][1100/2255] lr: 1.1250e-02 eta: 2:38:36 time: 1.6464 data_time: 0.1084 memory: 18620 grad_norm: 2.9836 loss: 0.7571 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8500 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7571 2023/07/08 00:03:40 - mmengine - INFO - Epoch(train) [6][1120/2255] lr: 1.1250e-02 eta: 2:38:02 time: 1.5379 data_time: 0.1049 memory: 18620 grad_norm: 2.6859 loss: 0.7988 recall@thr=0.5: 0.8378 prec@thr=0.5: 0.8378 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.8919 prec@top5: 0.1784 loss_action_cls: 0.7988 2023/07/08 00:04:14 - mmengine - INFO - Epoch(train) [6][1140/2255] lr: 1.1250e-02 eta: 2:37:28 time: 1.7011 data_time: 0.0889 memory: 18620 grad_norm: 2.8098 loss: 0.7927 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.7917 recall@top3: 0.7917 prec@top3: 0.2639 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7927 2023/07/08 00:04:45 - mmengine - INFO - Epoch(train) [6][1160/2255] lr: 1.1250e-02 eta: 2:36:53 time: 1.5397 data_time: 0.0856 memory: 18620 grad_norm: 2.6250 loss: 0.9040 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.9040 2023/07/08 00:05:19 - mmengine - INFO - Epoch(train) [6][1180/2255] lr: 1.1250e-02 eta: 2:36:20 time: 1.6853 data_time: 0.0972 memory: 18620 grad_norm: 2.7036 loss: 0.8601 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8222 prec@top3: 0.2741 recall@top5: 0.8444 prec@top5: 0.1689 loss_action_cls: 0.8601 2023/07/08 00:05:49 - mmengine - INFO - Epoch(train) [6][1200/2255] lr: 1.1250e-02 eta: 2:35:45 time: 1.5221 data_time: 0.0856 memory: 18620 grad_norm: 2.7437 loss: 0.7464 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7187 recall@top3: 0.8125 prec@top3: 0.2708 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 0.7464 2023/07/08 00:06:23 - mmengine - INFO - Epoch(train) [6][1220/2255] lr: 1.1250e-02 eta: 2:35:11 time: 1.6608 data_time: 0.0982 memory: 18620 grad_norm: 2.7971 loss: 0.8742 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.7586 prec@top3: 0.2529 recall@top5: 0.7931 prec@top5: 0.1586 loss_action_cls: 0.8742 2023/07/08 00:06:51 - mmengine - INFO - Epoch(train) [6][1240/2255] lr: 1.1250e-02 eta: 2:34:35 time: 1.4422 data_time: 0.0888 memory: 18620 grad_norm: 2.4351 loss: 0.8239 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.6522 recall@top3: 0.6522 prec@top3: 0.2174 recall@top5: 0.7391 prec@top5: 0.1478 loss_action_cls: 0.8239 2023/07/08 00:07:25 - mmengine - INFO - Epoch(train) [6][1260/2255] lr: 1.1250e-02 eta: 2:34:02 time: 1.7068 data_time: 0.0889 memory: 18620 grad_norm: 2.8235 loss: 0.6742 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.6742 2023/07/08 00:07:57 - mmengine - INFO - Epoch(train) [6][1280/2255] lr: 1.1250e-02 eta: 2:33:28 time: 1.5877 data_time: 0.0775 memory: 18620 grad_norm: 2.3577 loss: 0.7738 recall@thr=0.5: 0.9310 prec@thr=0.5: 0.9310 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7738 2023/07/08 00:08:31 - mmengine - INFO - Epoch(train) [6][1300/2255] lr: 1.1250e-02 eta: 2:32:54 time: 1.7088 data_time: 0.0970 memory: 18620 grad_norm: 2.6111 loss: 0.7940 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.7940 2023/07/08 00:09:00 - mmengine - INFO - Epoch(train) [6][1320/2255] lr: 1.1250e-02 eta: 2:32:19 time: 1.4514 data_time: 0.0779 memory: 18620 grad_norm: 2.3950 loss: 0.6915 recall@thr=0.5: 0.9459 prec@thr=0.5: 0.9459 recall@top3: 0.9459 prec@top3: 0.3153 recall@top5: 0.9459 prec@top5: 0.1892 loss_action_cls: 0.6915 2023/07/08 00:09:36 - mmengine - INFO - Epoch(train) [6][1340/2255] lr: 1.1250e-02 eta: 2:31:46 time: 1.7735 data_time: 0.0925 memory: 18620 grad_norm: 2.4262 loss: 0.7622 recall@thr=0.5: 0.7647 prec@thr=0.5: 0.7647 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 0.7622 2023/07/08 00:10:04 - mmengine - INFO - Epoch(train) [6][1360/2255] lr: 1.1250e-02 eta: 2:31:10 time: 1.4113 data_time: 0.0938 memory: 18620 grad_norm: 2.5523 loss: 0.8334 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.8810 recall@top3: 0.9048 prec@top3: 0.3016 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8334 2023/07/08 00:10:39 - mmengine - INFO - Epoch(train) [6][1380/2255] lr: 1.1250e-02 eta: 2:30:37 time: 1.7384 data_time: 0.0919 memory: 18620 grad_norm: 2.3919 loss: 0.7193 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.7941 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.7193 2023/07/08 00:11:09 - mmengine - INFO - Epoch(train) [6][1400/2255] lr: 1.1250e-02 eta: 2:30:02 time: 1.4820 data_time: 0.0890 memory: 18620 grad_norm: 2.5123 loss: 0.7054 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.7054 2023/07/08 00:11:41 - mmengine - INFO - Epoch(train) [6][1420/2255] lr: 1.1250e-02 eta: 2:29:28 time: 1.6415 data_time: 0.0948 memory: 18620 grad_norm: 2.5343 loss: 0.7886 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.9310 prec@top3: 0.3103 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.7886 2023/07/08 00:12:13 - mmengine - INFO - Epoch(train) [6][1440/2255] lr: 1.1250e-02 eta: 2:28:53 time: 1.5621 data_time: 0.0903 memory: 18620 grad_norm: 2.4538 loss: 0.7359 recall@thr=0.5: 0.8800 prec@thr=0.5: 0.8800 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.7359 2023/07/08 00:12:43 - mmengine - INFO - Epoch(train) [6][1460/2255] lr: 1.1250e-02 eta: 2:28:18 time: 1.4953 data_time: 0.0990 memory: 18620 grad_norm: 2.5299 loss: 0.8798 recall@thr=0.5: 0.9375 prec@thr=0.5: 0.9375 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9688 prec@top5: 0.1937 loss_action_cls: 0.8798 2023/07/08 00:13:15 - mmengine - INFO - Epoch(train) [6][1480/2255] lr: 1.1250e-02 eta: 2:27:44 time: 1.6075 data_time: 0.0995 memory: 18620 grad_norm: 2.2599 loss: 0.8450 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8450 2023/07/08 00:13:49 - mmengine - INFO - Epoch(train) [6][1500/2255] lr: 1.1250e-02 eta: 2:27:11 time: 1.7352 data_time: 0.0975 memory: 18620 grad_norm: 2.6970 loss: 0.8545 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.8545 2023/07/08 00:14:24 - mmengine - INFO - Epoch(train) [6][1520/2255] lr: 1.1250e-02 eta: 2:26:38 time: 1.7235 data_time: 0.1029 memory: 18620 grad_norm: 2.7286 loss: 0.8856 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7568 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.8856 2023/07/08 00:14:55 - mmengine - INFO - Epoch(train) [6][1540/2255] lr: 1.1250e-02 eta: 2:26:03 time: 1.5562 data_time: 0.0981 memory: 18620 grad_norm: 2.5971 loss: 0.7268 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.7419 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8065 prec@top5: 0.1613 loss_action_cls: 0.7268 2023/07/08 00:15:29 - mmengine - INFO - Epoch(train) [6][1560/2255] lr: 1.1250e-02 eta: 2:25:30 time: 1.6888 data_time: 0.0821 memory: 18620 grad_norm: 2.6017 loss: 0.7378 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.7378 2023/07/08 00:15:59 - mmengine - INFO - Epoch(train) [6][1580/2255] lr: 1.1250e-02 eta: 2:24:55 time: 1.5110 data_time: 0.1197 memory: 18620 grad_norm: 2.2293 loss: 0.8015 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8889 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8015 2023/07/08 00:16:32 - mmengine - INFO - Epoch(train) [6][1600/2255] lr: 1.1250e-02 eta: 2:24:21 time: 1.6363 data_time: 0.0897 memory: 18620 grad_norm: 2.3701 loss: 0.7720 recall@thr=0.5: 0.9333 prec@thr=0.5: 0.9333 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 0.7720 2023/07/08 00:17:04 - mmengine - INFO - Epoch(train) [6][1620/2255] lr: 1.1250e-02 eta: 2:23:47 time: 1.6117 data_time: 0.0940 memory: 18620 grad_norm: 2.4492 loss: 0.7860 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8621 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.7860 2023/07/08 00:17:38 - mmengine - INFO - Epoch(train) [6][1640/2255] lr: 1.1250e-02 eta: 2:23:14 time: 1.7124 data_time: 0.0926 memory: 18620 grad_norm: 2.2819 loss: 0.7885 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7885 2023/07/08 00:18:09 - mmengine - INFO - Epoch(train) [6][1660/2255] lr: 1.1250e-02 eta: 2:22:39 time: 1.5553 data_time: 0.0914 memory: 18620 grad_norm: 2.2785 loss: 0.9116 recall@thr=0.5: 0.9355 prec@thr=0.5: 0.9355 recall@top3: 0.9677 prec@top3: 0.3226 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.9116 2023/07/08 00:18:43 - mmengine - INFO - Epoch(train) [6][1680/2255] lr: 1.1250e-02 eta: 2:22:06 time: 1.6839 data_time: 0.0899 memory: 18620 grad_norm: 2.6828 loss: 0.8506 recall@thr=0.5: 0.7317 prec@thr=0.5: 0.7317 recall@top3: 0.7805 prec@top3: 0.2602 recall@top5: 0.8537 prec@top5: 0.1707 loss_action_cls: 0.8506 2023/07/08 00:19:15 - mmengine - INFO - Epoch(train) [6][1700/2255] lr: 1.1250e-02 eta: 2:21:32 time: 1.6101 data_time: 0.0960 memory: 18620 grad_norm: 2.6413 loss: 0.5511 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8286 prec@top3: 0.2762 recall@top5: 0.8857 prec@top5: 0.1771 loss_action_cls: 0.5511 2023/07/08 00:19:48 - mmengine - INFO - Epoch(train) [6][1720/2255] lr: 1.1250e-02 eta: 2:20:58 time: 1.6530 data_time: 0.1002 memory: 18620 grad_norm: 2.4569 loss: 0.7608 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.8250 prec@top3: 0.2750 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7608 2023/07/08 00:19:56 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 00:20:20 - mmengine - INFO - Epoch(train) [6][1740/2255] lr: 1.1250e-02 eta: 2:20:24 time: 1.5639 data_time: 0.0908 memory: 18620 grad_norm: 2.6238 loss: 0.8083 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.8083 2023/07/08 00:20:55 - mmengine - INFO - Epoch(train) [6][1760/2255] lr: 1.1250e-02 eta: 2:19:51 time: 1.7676 data_time: 0.0836 memory: 18620 grad_norm: 2.4124 loss: 0.8941 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8095 recall@top3: 0.8095 prec@top3: 0.2698 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8941 2023/07/08 00:21:27 - mmengine - INFO - Epoch(train) [6][1780/2255] lr: 1.1250e-02 eta: 2:19:17 time: 1.5913 data_time: 0.0853 memory: 18620 grad_norm: 2.3137 loss: 0.7527 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 0.7527 2023/07/08 00:21:58 - mmengine - INFO - Epoch(train) [6][1800/2255] lr: 1.1250e-02 eta: 2:18:42 time: 1.5757 data_time: 0.0976 memory: 18620 grad_norm: 2.5188 loss: 0.6973 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7727 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.6973 2023/07/08 00:22:32 - mmengine - INFO - Epoch(train) [6][1820/2255] lr: 1.1250e-02 eta: 2:18:09 time: 1.6784 data_time: 0.1033 memory: 18620 grad_norm: 2.6675 loss: 0.7192 recall@thr=0.5: 0.9032 prec@thr=0.5: 0.9032 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.7192 2023/07/08 00:23:02 - mmengine - INFO - Epoch(train) [6][1840/2255] lr: 1.1250e-02 eta: 2:17:34 time: 1.5249 data_time: 0.0846 memory: 18620 grad_norm: 2.6361 loss: 0.7164 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.7164 2023/07/08 00:23:38 - mmengine - INFO - Epoch(train) [6][1860/2255] lr: 1.1250e-02 eta: 2:17:02 time: 1.7953 data_time: 0.0984 memory: 18620 grad_norm: 2.5918 loss: 0.8815 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.8815 2023/07/08 00:24:10 - mmengine - INFO - Epoch(train) [6][1880/2255] lr: 1.1250e-02 eta: 2:16:27 time: 1.5684 data_time: 0.1029 memory: 18620 grad_norm: 2.6209 loss: 0.8118 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.8158 recall@top3: 0.8684 prec@top3: 0.2895 recall@top5: 0.8684 prec@top5: 0.1737 loss_action_cls: 0.8118 2023/07/08 00:24:45 - mmengine - INFO - Epoch(train) [6][1900/2255] lr: 1.1250e-02 eta: 2:15:55 time: 1.7780 data_time: 0.1112 memory: 18620 grad_norm: 2.5889 loss: 0.8088 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6176 recall@top3: 0.7353 prec@top3: 0.2451 recall@top5: 0.7647 prec@top5: 0.1529 loss_action_cls: 0.8088 2023/07/08 00:25:19 - mmengine - INFO - Epoch(train) [6][1920/2255] lr: 1.1250e-02 eta: 2:15:21 time: 1.7067 data_time: 0.0903 memory: 18620 grad_norm: 2.6434 loss: 0.7426 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.7426 2023/07/08 00:25:49 - mmengine - INFO - Epoch(train) [6][1940/2255] lr: 1.1250e-02 eta: 2:14:46 time: 1.4764 data_time: 0.1002 memory: 18620 grad_norm: 2.4654 loss: 0.7332 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7222 recall@top3: 0.8611 prec@top3: 0.2870 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.7332 2023/07/08 00:26:23 - mmengine - INFO - Epoch(train) [6][1960/2255] lr: 1.1250e-02 eta: 2:14:13 time: 1.6881 data_time: 0.0897 memory: 18620 grad_norm: 2.3528 loss: 0.7162 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.7162 2023/07/08 00:26:54 - mmengine - INFO - Epoch(train) [6][1980/2255] lr: 1.1250e-02 eta: 2:13:39 time: 1.5714 data_time: 0.0868 memory: 18620 grad_norm: 2.4501 loss: 0.8619 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.8485 prec@top5: 0.1697 loss_action_cls: 0.8619 2023/07/08 00:27:27 - mmengine - INFO - Epoch(train) [6][2000/2255] lr: 1.1250e-02 eta: 2:13:05 time: 1.6619 data_time: 0.0924 memory: 18620 grad_norm: 2.6251 loss: 0.8749 recall@thr=0.5: 0.8636 prec@thr=0.5: 0.8636 recall@top3: 0.9545 prec@top3: 0.3182 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 0.8749 2023/07/08 00:27:57 - mmengine - INFO - Epoch(train) [6][2020/2255] lr: 1.1250e-02 eta: 2:12:30 time: 1.5077 data_time: 0.1143 memory: 18620 grad_norm: 2.7294 loss: 0.8612 recall@thr=0.5: 0.9688 prec@thr=0.5: 0.9687 recall@top3: 0.9688 prec@top3: 0.3229 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.8612 2023/07/08 00:28:33 - mmengine - INFO - Epoch(train) [6][2040/2255] lr: 1.1250e-02 eta: 2:11:58 time: 1.7861 data_time: 0.0866 memory: 18620 grad_norm: 2.3736 loss: 0.7508 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.9643 prec@top3: 0.3214 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7508 2023/07/08 00:29:05 - mmengine - INFO - Epoch(train) [6][2060/2255] lr: 1.1250e-02 eta: 2:11:23 time: 1.5701 data_time: 0.1038 memory: 18620 grad_norm: 2.5210 loss: 0.8279 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.7727 prec@top3: 0.2576 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 0.8279 2023/07/08 00:29:39 - mmengine - INFO - Epoch(train) [6][2080/2255] lr: 1.1250e-02 eta: 2:10:50 time: 1.7017 data_time: 0.0921 memory: 18620 grad_norm: 2.2742 loss: 0.7436 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9167 recall@top3: 0.9722 prec@top3: 0.3241 recall@top5: 0.9722 prec@top5: 0.1944 loss_action_cls: 0.7436 2023/07/08 00:30:09 - mmengine - INFO - Epoch(train) [6][2100/2255] lr: 1.1250e-02 eta: 2:10:15 time: 1.5419 data_time: 0.0944 memory: 18620 grad_norm: 2.6244 loss: 0.8349 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.8349 2023/07/08 00:30:43 - mmengine - INFO - Epoch(train) [6][2120/2255] lr: 1.1250e-02 eta: 2:09:42 time: 1.6955 data_time: 0.0874 memory: 18620 grad_norm: 2.4331 loss: 0.8895 recall@thr=0.5: 0.7714 prec@thr=0.5: 0.7714 recall@top3: 0.8857 prec@top3: 0.2952 recall@top5: 0.9143 prec@top5: 0.1829 loss_action_cls: 0.8895 2023/07/08 00:31:14 - mmengine - INFO - Epoch(train) [6][2140/2255] lr: 1.1250e-02 eta: 2:09:07 time: 1.5150 data_time: 0.0888 memory: 18620 grad_norm: 2.2947 loss: 0.8585 recall@thr=0.5: 0.9333 prec@thr=0.5: 0.9333 recall@top3: 0.9667 prec@top3: 0.3222 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 0.8585 2023/07/08 00:31:48 - mmengine - INFO - Epoch(train) [6][2160/2255] lr: 1.1250e-02 eta: 2:08:34 time: 1.7050 data_time: 0.0967 memory: 18620 grad_norm: 2.5861 loss: 0.6781 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.6781 2023/07/08 00:32:20 - mmengine - INFO - Epoch(train) [6][2180/2255] lr: 1.1250e-02 eta: 2:08:00 time: 1.6120 data_time: 0.0955 memory: 18620 grad_norm: 2.6288 loss: 0.6261 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.6261 2023/07/08 00:32:55 - mmengine - INFO - Epoch(train) [6][2200/2255] lr: 1.1250e-02 eta: 2:07:27 time: 1.7705 data_time: 0.1080 memory: 18620 grad_norm: 2.5702 loss: 0.8429 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.8429 2023/07/08 00:33:26 - mmengine - INFO - Epoch(train) [6][2220/2255] lr: 1.1250e-02 eta: 2:06:53 time: 1.5258 data_time: 0.0972 memory: 18620 grad_norm: 2.4205 loss: 0.8592 recall@thr=0.5: 0.8800 prec@thr=0.5: 0.8800 recall@top3: 0.9200 prec@top3: 0.3067 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.8592 2023/07/08 00:33:56 - mmengine - INFO - Epoch(train) [6][2240/2255] lr: 1.1250e-02 eta: 2:06:18 time: 1.5301 data_time: 0.0971 memory: 18620 grad_norm: 2.3873 loss: 0.7882 recall@thr=0.5: 0.8696 prec@thr=0.5: 0.8696 recall@top3: 0.9130 prec@top3: 0.3043 recall@top5: 0.9130 prec@top5: 0.1826 loss_action_cls: 0.7882 2023/07/08 00:34:11 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 00:34:11 - mmengine - INFO - Epoch(train) [6][2255/2255] lr: 1.1250e-02 eta: 2:05:50 time: 1.0721 data_time: 0.0700 memory: 18620 grad_norm: 2.3914 loss: 0.6999 recall@thr=0.5: 0.8636 prec@thr=0.5: 0.8636 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.8636 prec@top5: 0.1727 loss_action_cls: 0.6999 2023/07/08 00:34:11 - mmengine - INFO - Saving checkpoint at 6 epochs 2023/07/08 00:34:18 - mmengine - INFO - Epoch(val) [6][ 20/12617] eta: 0:20:36 time: 0.0982 data_time: 0.0574 memory: 730 2023/07/08 00:34:19 - mmengine - INFO - Epoch(val) [6][ 40/12617] eta: 0:18:16 time: 0.0763 data_time: 0.0368 memory: 730 2023/07/08 00:34:21 - mmengine - INFO - Epoch(val) [6][ 60/12617] eta: 0:17:27 time: 0.0758 data_time: 0.0376 memory: 730 2023/07/08 00:34:22 - mmengine - INFO - Epoch(val) [6][ 80/12617] eta: 0:16:51 time: 0.0724 data_time: 0.0349 memory: 730 2023/07/08 00:34:24 - mmengine - INFO - Epoch(val) [6][ 100/12617] eta: 0:16:59 time: 0.0847 data_time: 0.0428 memory: 730 2023/07/08 00:34:25 - mmengine - INFO - Epoch(val) [6][ 120/12617] eta: 0:16:25 time: 0.0656 data_time: 0.0268 memory: 730 2023/07/08 00:34:27 - mmengine - INFO - Epoch(val) [6][ 140/12617] eta: 0:16:22 time: 0.0783 data_time: 0.0377 memory: 730 2023/07/08 00:34:28 - mmengine - INFO - Epoch(val) [6][ 160/12617] eta: 0:15:56 time: 0.0628 data_time: 0.0225 memory: 730 2023/07/08 00:34:30 - mmengine - INFO - Epoch(val) [6][ 180/12617] eta: 0:15:49 time: 0.0727 data_time: 0.0339 memory: 730 2023/07/08 00:34:31 - mmengine - INFO - Epoch(val) [6][ 200/12617] eta: 0:15:40 time: 0.0710 data_time: 0.0300 memory: 730 2023/07/08 00:34:33 - mmengine - INFO - Epoch(val) [6][ 220/12617] eta: 0:15:48 time: 0.0836 data_time: 0.0427 memory: 730 2023/07/08 00:34:34 - mmengine - INFO - Epoch(val) [6][ 240/12617] eta: 0:15:38 time: 0.0686 data_time: 0.0262 memory: 730 2023/07/08 00:34:36 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [6][ 1120/12617] eta: 0:14:35 time: 0.0837 data_time: 0.0460 memory: 730 2023/07/08 00:35:43 - mmengine - INFO - Epoch(val) [6][ 1140/12617] eta: 0:14:32 time: 0.0701 data_time: 0.0320 memory: 730 2023/07/08 00:35:45 - mmengine - INFO - Epoch(val) [6][ 1160/12617] eta: 0:14:31 time: 0.0760 data_time: 0.0361 memory: 730 2023/07/08 00:35:46 - mmengine - INFO - Epoch(val) [6][ 1180/12617] eta: 0:14:28 time: 0.0711 data_time: 0.0326 memory: 730 2023/07/08 00:35:48 - mmengine - INFO - Epoch(val) [6][ 1200/12617] eta: 0:14:29 time: 0.0890 data_time: 0.0476 memory: 730 2023/07/08 00:35:49 - mmengine - INFO - Epoch(val) [6][ 1220/12617] eta: 0:14:27 time: 0.0719 data_time: 0.0307 memory: 730 2023/07/08 00:35:51 - mmengine - INFO - Epoch(val) [6][ 1240/12617] eta: 0:14:26 time: 0.0773 data_time: 0.0382 memory: 730 2023/07/08 00:35:52 - mmengine - INFO - Epoch(val) [6][ 1260/12617] eta: 0:14:24 time: 0.0733 data_time: 0.0345 memory: 730 2023/07/08 00:35:54 - mmengine - INFO - Epoch(val) [6][ 1280/12617] eta: 0:14:24 time: 0.0858 data_time: 0.0477 memory: 730 2023/07/08 00:35:56 - mmengine - INFO - Epoch(val) [6][ 1300/12617] eta: 0:14:22 time: 0.0722 data_time: 0.0304 memory: 730 2023/07/08 00:35:57 - mmengine - INFO - Epoch(val) [6][ 1320/12617] eta: 0:14:21 time: 0.0814 data_time: 0.0427 memory: 730 2023/07/08 00:35:59 - mmengine - INFO - Epoch(val) [6][ 1340/12617] eta: 0:14:18 time: 0.0647 data_time: 0.0257 memory: 730 2023/07/08 00:36:00 - mmengine - INFO - Epoch(val) [6][ 1360/12617] eta: 0:14:15 time: 0.0696 data_time: 0.0300 memory: 730 2023/07/08 00:36:01 - mmengine - INFO - Epoch(val) [6][ 1380/12617] eta: 0:14:12 time: 0.0701 data_time: 0.0325 memory: 730 2023/07/08 00:36:03 - mmengine - INFO - Epoch(val) [6][ 1400/12617] eta: 0:14:12 time: 0.0841 data_time: 0.0424 memory: 730 2023/07/08 00:36:04 - mmengine - INFO - Epoch(val) [6][ 1420/12617] eta: 0:14:08 time: 0.0593 data_time: 0.0220 memory: 730 2023/07/08 00:36:06 - mmengine - INFO - Epoch(val) [6][ 1440/12617] eta: 0:14:06 time: 0.0723 data_time: 0.0346 memory: 730 2023/07/08 00:36:07 - mmengine - INFO - Epoch(val) [6][ 1460/12617] eta: 0:14:03 time: 0.0664 data_time: 0.0279 memory: 730 2023/07/08 00:36:09 - mmengine - INFO - Epoch(val) [6][ 1480/12617] eta: 0:14:01 time: 0.0741 data_time: 0.0343 memory: 730 2023/07/08 00:36:10 - mmengine - INFO - Epoch(val) [6][ 1500/12617] eta: 0:13:59 time: 0.0714 data_time: 0.0292 memory: 730 2023/07/08 00:36:12 - mmengine - INFO - Epoch(val) [6][ 1520/12617] eta: 0:14:00 time: 0.0901 data_time: 0.0512 memory: 730 2023/07/08 00:36:13 - mmengine - INFO - Epoch(val) [6][ 1540/12617] eta: 0:13:57 time: 0.0654 data_time: 0.0259 memory: 730 2023/07/08 00:36:15 - mmengine - INFO - Epoch(val) [6][ 1560/12617] eta: 0:13:57 time: 0.0855 data_time: 0.0466 memory: 730 2023/07/08 00:36:16 - mmengine - INFO - Epoch(val) [6][ 1580/12617] eta: 0:13:54 time: 0.0675 data_time: 0.0288 memory: 730 2023/07/08 00:36:18 - mmengine - INFO - Epoch(val) [6][ 1600/12617] eta: 0:13:53 time: 0.0797 data_time: 0.0405 memory: 730 2023/07/08 00:36:19 - mmengine - INFO - Epoch(val) [6][ 1620/12617] eta: 0:13:53 time: 0.0827 data_time: 0.0452 memory: 730 2023/07/08 00:36:21 - mmengine - INFO - Epoch(val) [6][ 1640/12617] eta: 0:13:52 time: 0.0803 data_time: 0.0427 memory: 730 2023/07/08 00:36:22 - mmengine - INFO - Epoch(val) [6][ 1660/12617] eta: 0:13:49 time: 0.0671 data_time: 0.0282 memory: 730 2023/07/08 00:36:24 - mmengine - INFO - Epoch(val) [6][ 1680/12617] eta: 0:13:50 time: 0.0917 data_time: 0.0519 memory: 730 2023/07/08 00:36:26 - mmengine - INFO - Epoch(val) [6][ 1700/12617] eta: 0:13:48 time: 0.0727 data_time: 0.0324 memory: 730 2023/07/08 00:36:27 - mmengine - INFO - Epoch(val) [6][ 1720/12617] eta: 0:13:45 time: 0.0710 data_time: 0.0277 memory: 730 2023/07/08 00:36:29 - mmengine - INFO - Epoch(val) [6][ 1740/12617] eta: 0:13:43 time: 0.0679 data_time: 0.0292 memory: 730 2023/07/08 00:36:30 - mmengine - INFO - Epoch(val) [6][ 1760/12617] eta: 0:13:41 time: 0.0708 data_time: 0.0314 memory: 730 2023/07/08 00:36:31 - mmengine - INFO - Epoch(val) [6][ 1780/12617] eta: 0:13:39 time: 0.0726 data_time: 0.0342 memory: 730 2023/07/08 00:36:33 - mmengine - INFO - Epoch(val) [6][ 1800/12617] eta: 0:13:37 time: 0.0729 data_time: 0.0326 memory: 730 2023/07/08 00:36:34 - mmengine - INFO - Epoch(val) [6][ 1820/12617] eta: 0:13:35 time: 0.0673 data_time: 0.0258 memory: 730 2023/07/08 00:36:36 - mmengine - INFO - Epoch(val) [6][ 1840/12617] eta: 0:13:33 time: 0.0733 data_time: 0.0332 memory: 730 2023/07/08 00:36:37 - mmengine - INFO - Epoch(val) [6][ 1860/12617] eta: 0:13:32 time: 0.0811 data_time: 0.0421 memory: 730 2023/07/08 00:36:39 - mmengine - INFO - Epoch(val) [6][ 1880/12617] eta: 0:13:31 time: 0.0795 data_time: 0.0417 memory: 730 2023/07/08 00:36:40 - mmengine - INFO - Epoch(val) [6][ 1900/12617] eta: 0:13:29 time: 0.0680 data_time: 0.0277 memory: 730 2023/07/08 00:36:42 - mmengine - INFO - Epoch(val) [6][ 1920/12617] eta: 0:13:30 time: 0.1014 data_time: 0.0621 memory: 730 2023/07/08 00:36:44 - mmengine - INFO - Epoch(val) [6][ 1940/12617] eta: 0:13:30 time: 0.0877 data_time: 0.0484 memory: 730 2023/07/08 00:36:45 - mmengine - INFO - Epoch(val) [6][ 1960/12617] eta: 0:13:27 time: 0.0679 data_time: 0.0290 memory: 730 2023/07/08 00:36:47 - mmengine - INFO - Epoch(val) [6][ 1980/12617] eta: 0:13:25 time: 0.0702 data_time: 0.0318 memory: 730 2023/07/08 00:36:49 - mmengine - INFO - Epoch(val) [6][ 2000/12617] eta: 0:13:25 time: 0.0832 data_time: 0.0426 memory: 730 2023/07/08 00:36:50 - mmengine - INFO - Epoch(val) [6][ 2020/12617] eta: 0:13:22 time: 0.0685 data_time: 0.0307 memory: 730 2023/07/08 00:36:52 - mmengine - INFO - Epoch(val) [6][ 2040/12617] eta: 0:13:21 time: 0.0826 data_time: 0.0418 memory: 730 2023/07/08 00:36:53 - mmengine - INFO - Epoch(val) [6][ 2060/12617] eta: 0:13:19 time: 0.0676 data_time: 0.0282 memory: 730 2023/07/08 00:36:54 - mmengine - INFO - Epoch(val) [6][ 2080/12617] eta: 0:13:18 time: 0.0757 data_time: 0.0357 memory: 730 2023/07/08 00:36:56 - mmengine - INFO - Epoch(val) [6][ 2100/12617] eta: 0:13:16 time: 0.0737 data_time: 0.0363 memory: 730 2023/07/08 00:36:58 - mmengine - INFO - Epoch(val) [6][ 2120/12617] eta: 0:13:16 time: 0.0885 data_time: 0.0504 memory: 730 2023/07/08 00:36:59 - mmengine - INFO - Epoch(val) [6][ 2140/12617] eta: 0:13:13 time: 0.0635 data_time: 0.0246 memory: 730 2023/07/08 00:37:00 - mmengine - INFO - Epoch(val) [6][ 2160/12617] eta: 0:13:11 time: 0.0701 data_time: 0.0260 memory: 730 2023/07/08 00:37:02 - mmengine - INFO - Epoch(val) [6][ 2180/12617] eta: 0:13:08 time: 0.0665 data_time: 0.0297 memory: 730 2023/07/08 00:37:03 - mmengine - INFO - Epoch(val) [6][ 2200/12617] eta: 0:13:07 time: 0.0751 data_time: 0.0355 memory: 730 2023/07/08 00:37:05 - mmengine - INFO - Epoch(val) [6][ 2220/12617] eta: 0:13:04 time: 0.0640 data_time: 0.0267 memory: 730 2023/07/08 00:37:06 - mmengine - INFO - Epoch(val) [6][ 2240/12617] eta: 0:13:03 time: 0.0760 data_time: 0.0379 memory: 730 2023/07/08 00:37:08 - mmengine - INFO - Epoch(val) [6][ 2260/12617] eta: 0:13:01 time: 0.0710 data_time: 0.0325 memory: 730 2023/07/08 00:37:09 - mmengine - INFO - Epoch(val) [6][ 2280/12617] eta: 0:12:59 time: 0.0709 data_time: 0.0346 memory: 730 2023/07/08 00:37:10 - mmengine - INFO - Epoch(val) [6][ 2300/12617] eta: 0:12:57 time: 0.0661 data_time: 0.0271 memory: 730 2023/07/08 00:37:12 - mmengine - INFO - Epoch(val) [6][ 2320/12617] eta: 0:12:56 time: 0.0805 data_time: 0.0416 memory: 730 2023/07/08 00:37:13 - mmengine - INFO - Epoch(val) [6][ 2340/12617] eta: 0:12:53 time: 0.0663 data_time: 0.0292 memory: 730 2023/07/08 00:37:15 - mmengine - INFO - Epoch(val) [6][ 2360/12617] eta: 0:12:52 time: 0.0728 data_time: 0.0352 memory: 730 2023/07/08 00:37:16 - mmengine - INFO - Epoch(val) [6][ 2380/12617] eta: 0:12:49 time: 0.0634 data_time: 0.0252 memory: 730 2023/07/08 00:37:17 - mmengine - INFO - Epoch(val) [6][ 2400/12617] eta: 0:12:47 time: 0.0687 data_time: 0.0301 memory: 730 2023/07/08 00:37:19 - mmengine - INFO - Epoch(val) [6][ 2420/12617] eta: 0:12:45 time: 0.0650 data_time: 0.0285 memory: 730 2023/07/08 00:37:20 - mmengine - INFO - Epoch(val) [6][ 2440/12617] eta: 0:12:43 time: 0.0785 data_time: 0.0423 memory: 730 2023/07/08 00:37:22 - mmengine - INFO - Epoch(val) [6][ 2460/12617] eta: 0:12:42 time: 0.0716 data_time: 0.0327 memory: 730 2023/07/08 00:37:23 - mmengine - INFO - Epoch(val) [6][ 2480/12617] eta: 0:12:39 time: 0.0667 data_time: 0.0269 memory: 730 2023/07/08 00:37:24 - mmengine - INFO - Epoch(val) [6][ 2500/12617] eta: 0:12:37 time: 0.0664 data_time: 0.0295 memory: 730 2023/07/08 00:37:26 - mmengine - INFO - Epoch(val) [6][ 2520/12617] eta: 0:12:37 time: 0.0902 data_time: 0.0514 memory: 730 2023/07/08 00:37:28 - mmengine - INFO - Epoch(val) [6][ 2540/12617] eta: 0:12:35 time: 0.0712 data_time: 0.0315 memory: 730 2023/07/08 00:37:29 - mmengine - INFO - Epoch(val) [6][ 2560/12617] eta: 0:12:34 time: 0.0830 data_time: 0.0446 memory: 730 2023/07/08 00:37:31 - mmengine - INFO - Epoch(val) [6][ 2580/12617] eta: 0:12:32 time: 0.0629 data_time: 0.0243 memory: 730 2023/07/08 00:37:32 - mmengine - INFO - Epoch(val) [6][ 2600/12617] eta: 0:12:30 time: 0.0755 data_time: 0.0361 memory: 730 2023/07/08 00:37:34 - mmengine - INFO - Epoch(val) [6][ 2620/12617] eta: 0:12:29 time: 0.0716 data_time: 0.0327 memory: 730 2023/07/08 00:37:35 - mmengine - INFO - Epoch(val) [6][ 2640/12617] eta: 0:12:28 time: 0.0904 data_time: 0.0523 memory: 730 2023/07/08 00:37:37 - mmengine - INFO - Epoch(val) [6][ 2660/12617] eta: 0:12:26 time: 0.0686 data_time: 0.0326 memory: 730 2023/07/08 00:37:38 - mmengine - INFO - Epoch(val) [6][ 2680/12617] eta: 0:12:25 time: 0.0771 data_time: 0.0399 memory: 730 2023/07/08 00:37:40 - mmengine - INFO - Epoch(val) [6][ 2700/12617] eta: 0:12:23 time: 0.0683 data_time: 0.0310 memory: 730 2023/07/08 00:37:41 - mmengine - INFO - Epoch(val) [6][ 2720/12617] eta: 0:12:21 time: 0.0733 data_time: 0.0351 memory: 730 2023/07/08 00:37:42 - mmengine - INFO - Epoch(val) [6][ 2740/12617] eta: 0:12:19 time: 0.0681 data_time: 0.0310 memory: 730 2023/07/08 00:37:44 - mmengine - INFO - Epoch(val) [6][ 2760/12617] eta: 0:12:18 time: 0.0792 data_time: 0.0417 memory: 730 2023/07/08 00:37:46 - mmengine - INFO - Epoch(val) [6][ 2780/12617] eta: 0:12:16 time: 0.0711 data_time: 0.0319 memory: 730 2023/07/08 00:37:47 - mmengine - INFO - Epoch(val) [6][ 2800/12617] eta: 0:12:15 time: 0.0806 data_time: 0.0411 memory: 730 2023/07/08 00:37:48 - mmengine - INFO - Epoch(val) [6][ 2820/12617] eta: 0:12:13 time: 0.0633 data_time: 0.0240 memory: 730 2023/07/08 00:37:50 - mmengine - INFO - Epoch(val) [6][ 2840/12617] eta: 0:12:12 time: 0.0820 data_time: 0.0446 memory: 730 2023/07/08 00:37:52 - mmengine - INFO - Epoch(val) [6][ 2860/12617] eta: 0:12:12 time: 0.0908 data_time: 0.0490 memory: 730 2023/07/08 00:37:54 - mmengine - INFO - Epoch(val) [6][ 2880/12617] eta: 0:12:12 time: 0.1075 data_time: 0.0701 memory: 730 2023/07/08 00:37:56 - mmengine - INFO - Epoch(val) [6][ 2900/12617] eta: 0:12:12 time: 0.0949 data_time: 0.0569 memory: 730 2023/07/08 00:37:57 - mmengine - INFO - Epoch(val) [6][ 2920/12617] eta: 0:12:10 time: 0.0740 data_time: 0.0370 memory: 730 2023/07/08 00:37:59 - mmengine - INFO - Epoch(val) [6][ 2940/12617] eta: 0:12:08 time: 0.0681 data_time: 0.0287 memory: 730 2023/07/08 00:38:01 - mmengine - INFO - Epoch(val) [6][ 2960/12617] eta: 0:12:08 time: 0.0851 data_time: 0.0473 memory: 730 2023/07/08 00:38:02 - mmengine - INFO - Epoch(val) [6][ 2980/12617] eta: 0:12:06 time: 0.0754 data_time: 0.0364 memory: 730 2023/07/08 00:38:04 - mmengine - INFO - Epoch(val) [6][ 3000/12617] eta: 0:12:05 time: 0.0772 data_time: 0.0396 memory: 730 2023/07/08 00:38:05 - mmengine - INFO - Epoch(val) [6][ 3020/12617] eta: 0:12:03 time: 0.0794 data_time: 0.0405 memory: 730 2023/07/08 00:38:07 - mmengine - INFO - Epoch(val) [6][ 3040/12617] eta: 0:12:02 time: 0.0694 data_time: 0.0313 memory: 730 2023/07/08 00:38:08 - mmengine - INFO - Epoch(val) [6][ 3060/12617] eta: 0:12:00 time: 0.0704 data_time: 0.0332 memory: 730 2023/07/08 00:38:10 - mmengine - INFO - Epoch(val) [6][ 3080/12617] eta: 0:11:59 time: 0.0824 data_time: 0.0439 memory: 730 2023/07/08 00:38:11 - mmengine - INFO - Epoch(val) [6][ 3100/12617] eta: 0:11:57 time: 0.0656 data_time: 0.0267 memory: 730 2023/07/08 00:38:13 - mmengine - INFO - Epoch(val) [6][ 3120/12617] eta: 0:11:55 time: 0.0794 data_time: 0.0411 memory: 730 2023/07/08 00:38:14 - mmengine - INFO - Epoch(val) [6][ 3140/12617] eta: 0:11:53 time: 0.0705 data_time: 0.0319 memory: 730 2023/07/08 00:38:16 - 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INFO - Epoch(val) [6][ 4000/12617] eta: 0:10:50 time: 0.0894 data_time: 0.0515 memory: 730 2023/07/08 00:39:21 - mmengine - INFO - Epoch(val) [6][ 4020/12617] eta: 0:10:47 time: 0.0591 data_time: 0.0217 memory: 730 2023/07/08 00:39:22 - mmengine - INFO - Epoch(val) [6][ 4040/12617] eta: 0:10:45 time: 0.0663 data_time: 0.0285 memory: 730 2023/07/08 00:39:24 - mmengine - INFO - Epoch(val) [6][ 4060/12617] eta: 0:10:44 time: 0.0829 data_time: 0.0436 memory: 730 2023/07/08 00:39:25 - mmengine - INFO - Epoch(val) [6][ 4080/12617] eta: 0:10:43 time: 0.0735 data_time: 0.0332 memory: 730 2023/07/08 00:39:27 - mmengine - INFO - Epoch(val) [6][ 4100/12617] eta: 0:10:42 time: 0.0876 data_time: 0.0502 memory: 730 2023/07/08 00:39:28 - mmengine - INFO - Epoch(val) [6][ 4120/12617] eta: 0:10:40 time: 0.0707 data_time: 0.0318 memory: 730 2023/07/08 00:39:30 - mmengine - INFO - Epoch(val) [6][ 4140/12617] eta: 0:10:39 time: 0.0818 data_time: 0.0438 memory: 730 2023/07/08 00:39:32 - mmengine - INFO - Epoch(val) [6][ 4160/12617] eta: 0:10:37 time: 0.0748 data_time: 0.0378 memory: 730 2023/07/08 00:39:33 - 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INFO - Epoch(val) [6][ 5020/12617] eta: 0:10:02 time: 0.0867 data_time: 0.0497 memory: 730 2023/07/08 00:40:59 - mmengine - INFO - Epoch(val) [6][ 5040/12617] eta: 0:10:02 time: 0.1267 data_time: 0.0909 memory: 730 2023/07/08 00:41:00 - mmengine - INFO - Epoch(val) [6][ 5060/12617] eta: 0:10:00 time: 0.0783 data_time: 0.0432 memory: 730 2023/07/08 00:41:02 - mmengine - INFO - Epoch(val) [6][ 5080/12617] eta: 0:09:59 time: 0.0843 data_time: 0.0479 memory: 730 2023/07/08 00:41:04 - mmengine - INFO - Epoch(val) [6][ 5100/12617] eta: 0:09:57 time: 0.0732 data_time: 0.0361 memory: 730 2023/07/08 00:41:05 - mmengine - INFO - Epoch(val) [6][ 5120/12617] eta: 0:09:55 time: 0.0836 data_time: 0.0467 memory: 730 2023/07/08 00:41:07 - mmengine - INFO - Epoch(val) [6][ 5140/12617] eta: 0:09:54 time: 0.0749 data_time: 0.0348 memory: 730 2023/07/08 00:41:08 - mmengine - INFO - Epoch(val) [6][ 5160/12617] eta: 0:09:52 time: 0.0814 data_time: 0.0423 memory: 730 2023/07/08 00:41:10 - mmengine - INFO - Epoch(val) [6][ 5180/12617] eta: 0:09:51 time: 0.0828 data_time: 0.0475 memory: 730 2023/07/08 00:41:12 - 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INFO - Epoch(val) [6][ 6040/12617] eta: 0:08:47 time: 0.0904 data_time: 0.0532 memory: 730 2023/07/08 00:42:25 - mmengine - INFO - Epoch(val) [6][ 6060/12617] eta: 0:08:46 time: 0.0793 data_time: 0.0418 memory: 730 2023/07/08 00:42:27 - mmengine - INFO - Epoch(val) [6][ 6080/12617] eta: 0:08:44 time: 0.0798 data_time: 0.0419 memory: 730 2023/07/08 00:42:28 - mmengine - INFO - Epoch(val) [6][ 6100/12617] eta: 0:08:42 time: 0.0710 data_time: 0.0341 memory: 730 2023/07/08 00:42:30 - mmengine - INFO - Epoch(val) [6][ 6120/12617] eta: 0:08:41 time: 0.0870 data_time: 0.0497 memory: 730 2023/07/08 00:42:31 - mmengine - INFO - Epoch(val) [6][ 6140/12617] eta: 0:08:39 time: 0.0738 data_time: 0.0367 memory: 730 2023/07/08 00:42:33 - mmengine - INFO - Epoch(val) [6][ 6160/12617] eta: 0:08:37 time: 0.0745 data_time: 0.0366 memory: 730 2023/07/08 00:42:34 - mmengine - INFO - Epoch(val) [6][ 6180/12617] eta: 0:08:35 time: 0.0699 data_time: 0.0301 memory: 730 2023/07/08 00:42:36 - mmengine - INFO - Epoch(val) [6][ 6200/12617] eta: 0:08:34 time: 0.0779 data_time: 0.0366 memory: 730 2023/07/08 00:42:37 - mmengine - INFO - Epoch(val) [6][ 6220/12617] eta: 0:08:32 time: 0.0673 data_time: 0.0319 memory: 730 2023/07/08 00:42:39 - mmengine - INFO - Epoch(val) [6][ 6240/12617] eta: 0:08:31 time: 0.0892 data_time: 0.0494 memory: 730 2023/07/08 00:42:40 - mmengine - INFO - Epoch(val) [6][ 6260/12617] eta: 0:08:29 time: 0.0687 data_time: 0.0314 memory: 730 2023/07/08 00:42:42 - mmengine - INFO - Epoch(val) [6][ 6280/12617] eta: 0:08:27 time: 0.0853 data_time: 0.0466 memory: 730 2023/07/08 00:42:44 - mmengine - INFO - Epoch(val) [6][ 6300/12617] eta: 0:08:26 time: 0.0805 data_time: 0.0418 memory: 730 2023/07/08 00:42:45 - mmengine - INFO - Epoch(val) [6][ 6320/12617] eta: 0:08:24 time: 0.0784 data_time: 0.0391 memory: 730 2023/07/08 00:42:47 - mmengine - INFO - Epoch(val) [6][ 6340/12617] eta: 0:08:23 time: 0.0869 data_time: 0.0502 memory: 730 2023/07/08 00:42:49 - mmengine - INFO - Epoch(val) [6][ 6360/12617] eta: 0:08:21 time: 0.1087 data_time: 0.0713 memory: 730 2023/07/08 00:42:51 - mmengine - INFO - Epoch(val) [6][ 6380/12617] eta: 0:08:20 time: 0.0890 data_time: 0.0519 memory: 730 2023/07/08 00:42:53 - mmengine - INFO - Epoch(val) [6][ 6400/12617] eta: 0:08:19 time: 0.1011 data_time: 0.0620 memory: 730 2023/07/08 00:42:55 - mmengine - INFO - Epoch(val) [6][ 6420/12617] eta: 0:08:17 time: 0.0896 data_time: 0.0514 memory: 730 2023/07/08 00:42:57 - mmengine - INFO - Epoch(val) [6][ 6440/12617] eta: 0:08:16 time: 0.0948 data_time: 0.0569 memory: 730 2023/07/08 00:42:58 - mmengine - INFO - Epoch(val) [6][ 6460/12617] eta: 0:08:14 time: 0.0732 data_time: 0.0346 memory: 730 2023/07/08 00:43:00 - mmengine - INFO - Epoch(val) [6][ 6480/12617] eta: 0:08:13 time: 0.0921 data_time: 0.0541 memory: 730 2023/07/08 00:43:02 - mmengine - INFO - Epoch(val) [6][ 6500/12617] eta: 0:08:11 time: 0.0770 data_time: 0.0382 memory: 730 2023/07/08 00:43:03 - mmengine - INFO - Epoch(val) [6][ 6520/12617] eta: 0:08:10 time: 0.0871 data_time: 0.0476 memory: 730 2023/07/08 00:43:05 - mmengine - INFO - Epoch(val) [6][ 6540/12617] eta: 0:08:08 time: 0.0672 data_time: 0.0305 memory: 730 2023/07/08 00:43:06 - 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INFO - Epoch(val) [6][ 6720/12617] eta: 0:07:54 time: 0.0939 data_time: 0.0557 memory: 730 2023/07/08 00:43:21 - mmengine - INFO - Epoch(val) [6][ 6740/12617] eta: 0:07:52 time: 0.0713 data_time: 0.0339 memory: 730 2023/07/08 00:43:23 - mmengine - INFO - Epoch(val) [6][ 6760/12617] eta: 0:07:51 time: 0.0817 data_time: 0.0433 memory: 730 2023/07/08 00:43:24 - mmengine - INFO - Epoch(val) [6][ 6780/12617] eta: 0:07:49 time: 0.0688 data_time: 0.0298 memory: 730 2023/07/08 00:43:26 - mmengine - INFO - Epoch(val) [6][ 6800/12617] eta: 0:07:48 time: 0.0907 data_time: 0.0515 memory: 730 2023/07/08 00:43:28 - mmengine - INFO - Epoch(val) [6][ 6820/12617] eta: 0:07:46 time: 0.0853 data_time: 0.0476 memory: 730 2023/07/08 00:43:30 - mmengine - INFO - Epoch(val) [6][ 6840/12617] eta: 0:07:45 time: 0.0877 data_time: 0.0487 memory: 730 2023/07/08 00:43:31 - mmengine - INFO - Epoch(val) [6][ 6860/12617] eta: 0:07:43 time: 0.0722 data_time: 0.0351 memory: 730 2023/07/08 00:43:33 - mmengine - INFO - Epoch(val) [6][ 6880/12617] eta: 0:07:41 time: 0.0859 data_time: 0.0483 memory: 730 2023/07/08 00:43:34 - mmengine - INFO - Epoch(val) [6][ 6900/12617] eta: 0:07:40 time: 0.0740 data_time: 0.0374 memory: 730 2023/07/08 00:43:37 - mmengine - INFO - Epoch(val) [6][ 6920/12617] eta: 0:07:39 time: 0.1166 data_time: 0.0789 memory: 730 2023/07/08 00:43:39 - mmengine - INFO - Epoch(val) [6][ 6940/12617] eta: 0:07:37 time: 0.0899 data_time: 0.0537 memory: 730 2023/07/08 00:43:41 - mmengine - INFO - Epoch(val) [6][ 6960/12617] eta: 0:07:36 time: 0.1133 data_time: 0.0754 memory: 730 2023/07/08 00:43:42 - mmengine - INFO - Epoch(val) [6][ 6980/12617] eta: 0:07:34 time: 0.0746 data_time: 0.0374 memory: 730 2023/07/08 00:43:44 - mmengine - INFO - Epoch(val) [6][ 7000/12617] eta: 0:07:33 time: 0.0816 data_time: 0.0448 memory: 730 2023/07/08 00:43:45 - mmengine - INFO - Epoch(val) [6][ 7020/12617] eta: 0:07:31 time: 0.0718 data_time: 0.0333 memory: 730 2023/07/08 00:43:47 - mmengine - INFO - Epoch(val) [6][ 7040/12617] eta: 0:07:29 time: 0.0828 data_time: 0.0461 memory: 730 2023/07/08 00:43:49 - mmengine - INFO - Epoch(val) [6][ 7060/12617] eta: 0:07:28 time: 0.0759 data_time: 0.0390 memory: 730 2023/07/08 00:43:50 - mmengine - INFO - Epoch(val) [6][ 7080/12617] eta: 0:07:26 time: 0.0855 data_time: 0.0499 memory: 730 2023/07/08 00:43:52 - mmengine - INFO - Epoch(val) [6][ 7100/12617] eta: 0:07:24 time: 0.0704 data_time: 0.0330 memory: 730 2023/07/08 00:43:54 - mmengine - INFO - Epoch(val) [6][ 7120/12617] eta: 0:07:23 time: 0.1276 data_time: 0.0899 memory: 730 2023/07/08 00:43:57 - mmengine - INFO - Epoch(val) [6][ 7140/12617] eta: 0:07:23 time: 0.1337 data_time: 0.0974 memory: 730 2023/07/08 00:44:00 - mmengine - INFO - Epoch(val) [6][ 7160/12617] eta: 0:07:22 time: 0.1418 data_time: 0.1043 memory: 730 2023/07/08 00:44:02 - mmengine - INFO - Epoch(val) [6][ 7180/12617] eta: 0:07:21 time: 0.1198 data_time: 0.0834 memory: 730 2023/07/08 00:44:05 - mmengine - INFO - Epoch(val) [6][ 7200/12617] eta: 0:07:20 time: 0.1566 data_time: 0.1186 memory: 730 2023/07/08 00:44:08 - mmengine - INFO - Epoch(val) [6][ 7220/12617] eta: 0:07:19 time: 0.1179 data_time: 0.0788 memory: 730 2023/07/08 00:44:11 - mmengine - INFO - Epoch(val) [6][ 7240/12617] eta: 0:07:19 time: 0.1430 data_time: 0.1067 memory: 730 2023/07/08 00:44:13 - mmengine - INFO - Epoch(val) [6][ 7260/12617] eta: 0:07:18 time: 0.1225 data_time: 0.0845 memory: 730 2023/07/08 00:44:16 - mmengine - INFO - Epoch(val) [6][ 7280/12617] eta: 0:07:17 time: 0.1504 data_time: 0.1135 memory: 730 2023/07/08 00:44:19 - mmengine - INFO - Epoch(val) [6][ 7300/12617] eta: 0:07:16 time: 0.1212 data_time: 0.0852 memory: 730 2023/07/08 00:44:20 - mmengine - INFO - Epoch(val) [6][ 7320/12617] eta: 0:07:14 time: 0.0814 data_time: 0.0424 memory: 730 2023/07/08 00:44:23 - mmengine - INFO - Epoch(val) [6][ 7340/12617] eta: 0:07:13 time: 0.1173 data_time: 0.0805 memory: 730 2023/07/08 00:44:24 - mmengine - INFO - Epoch(val) [6][ 7360/12617] eta: 0:07:12 time: 0.0901 data_time: 0.0534 memory: 730 2023/07/08 00:44:26 - mmengine - INFO - Epoch(val) [6][ 7380/12617] eta: 0:07:10 time: 0.0817 data_time: 0.0451 memory: 730 2023/07/08 00:44:28 - mmengine - 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INFO - Epoch(val) [6][ 8080/12617] eta: 0:06:17 time: 0.0837 data_time: 0.0451 memory: 730 2023/07/08 00:45:34 - mmengine - INFO - Epoch(val) [6][ 8100/12617] eta: 0:06:15 time: 0.0827 data_time: 0.0473 memory: 730 2023/07/08 00:45:35 - mmengine - INFO - Epoch(val) [6][ 8120/12617] eta: 0:06:14 time: 0.0909 data_time: 0.0542 memory: 730 2023/07/08 00:45:37 - mmengine - INFO - Epoch(val) [6][ 8140/12617] eta: 0:06:12 time: 0.0719 data_time: 0.0329 memory: 730 2023/07/08 00:45:39 - mmengine - INFO - Epoch(val) [6][ 8160/12617] eta: 0:06:10 time: 0.0884 data_time: 0.0492 memory: 730 2023/07/08 00:45:40 - mmengine - INFO - Epoch(val) [6][ 8180/12617] eta: 0:06:08 time: 0.0670 data_time: 0.0288 memory: 730 2023/07/08 00:45:42 - mmengine - INFO - Epoch(val) [6][ 8200/12617] eta: 0:06:07 time: 0.0744 data_time: 0.0356 memory: 730 2023/07/08 00:45:43 - mmengine - INFO - Epoch(val) [6][ 8220/12617] eta: 0:06:05 time: 0.0673 data_time: 0.0291 memory: 730 2023/07/08 00:45:45 - mmengine - INFO - Epoch(val) [6][ 8240/12617] eta: 0:06:03 time: 0.0902 data_time: 0.0533 memory: 730 2023/07/08 00:45:47 - 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INFO - Epoch(val) [6][ 8420/12617] eta: 0:05:48 time: 0.1059 data_time: 0.0689 memory: 730 2023/07/08 00:46:02 - mmengine - INFO - Epoch(val) [6][ 8440/12617] eta: 0:05:47 time: 0.1166 data_time: 0.0800 memory: 730 2023/07/08 00:46:04 - mmengine - INFO - Epoch(val) [6][ 8460/12617] eta: 0:05:46 time: 0.1003 data_time: 0.0630 memory: 730 2023/07/08 00:46:07 - mmengine - INFO - Epoch(val) [6][ 8480/12617] eta: 0:05:44 time: 0.1059 data_time: 0.0682 memory: 730 2023/07/08 00:46:08 - mmengine - INFO - Epoch(val) [6][ 8500/12617] eta: 0:05:42 time: 0.0758 data_time: 0.0379 memory: 730 2023/07/08 00:46:10 - mmengine - INFO - Epoch(val) [6][ 8520/12617] eta: 0:05:41 time: 0.0797 data_time: 0.0415 memory: 730 2023/07/08 00:46:11 - mmengine - INFO - Epoch(val) [6][ 8540/12617] eta: 0:05:39 time: 0.0815 data_time: 0.0433 memory: 730 2023/07/08 00:46:13 - mmengine - INFO - Epoch(val) [6][ 8560/12617] eta: 0:05:38 time: 0.1021 data_time: 0.0639 memory: 730 2023/07/08 00:46:15 - mmengine - INFO - Epoch(val) [6][ 8580/12617] eta: 0:05:36 time: 0.0789 data_time: 0.0418 memory: 730 2023/07/08 00:46:17 - mmengine - INFO - Epoch(val) [6][ 8600/12617] eta: 0:05:34 time: 0.0841 data_time: 0.0479 memory: 730 2023/07/08 00:46:19 - mmengine - INFO - Epoch(val) [6][ 8620/12617] eta: 0:05:33 time: 0.1008 data_time: 0.0642 memory: 730 2023/07/08 00:46:21 - mmengine - INFO - Epoch(val) [6][ 8640/12617] eta: 0:05:31 time: 0.0980 data_time: 0.0615 memory: 730 2023/07/08 00:46:22 - mmengine - INFO - Epoch(val) [6][ 8660/12617] eta: 0:05:29 time: 0.0779 data_time: 0.0410 memory: 730 2023/07/08 00:46:24 - mmengine - INFO - Epoch(val) [6][ 8680/12617] eta: 0:05:28 time: 0.0728 data_time: 0.0352 memory: 730 2023/07/08 00:46:25 - mmengine - INFO - Epoch(val) [6][ 8700/12617] eta: 0:05:26 time: 0.0746 data_time: 0.0376 memory: 730 2023/07/08 00:46:27 - mmengine - INFO - Epoch(val) [6][ 8720/12617] eta: 0:05:24 time: 0.0780 data_time: 0.0415 memory: 730 2023/07/08 00:46:29 - mmengine - INFO - Epoch(val) [6][ 8740/12617] eta: 0:05:23 time: 0.0876 data_time: 0.0507 memory: 730 2023/07/08 00:46:30 - mmengine - INFO - Epoch(val) [6][ 8760/12617] eta: 0:05:21 time: 0.0800 data_time: 0.0429 memory: 730 2023/07/08 00:46:32 - mmengine - INFO - Epoch(val) [6][ 8780/12617] eta: 0:05:19 time: 0.0982 data_time: 0.0617 memory: 730 2023/07/08 00:46:34 - mmengine - INFO - Epoch(val) [6][ 8800/12617] eta: 0:05:18 time: 0.1041 data_time: 0.0678 memory: 730 2023/07/08 00:46:37 - mmengine - INFO - Epoch(val) [6][ 8820/12617] eta: 0:05:17 time: 0.1244 data_time: 0.0888 memory: 730 2023/07/08 00:46:39 - mmengine - INFO - Epoch(val) [6][ 8840/12617] eta: 0:05:15 time: 0.1247 data_time: 0.0888 memory: 730 2023/07/08 00:46:42 - mmengine - INFO - Epoch(val) [6][ 8860/12617] eta: 0:05:14 time: 0.1333 data_time: 0.0978 memory: 730 2023/07/08 00:46:44 - mmengine - INFO - Epoch(val) [6][ 8880/12617] eta: 0:05:13 time: 0.1262 data_time: 0.0883 memory: 730 2023/07/08 00:46:47 - mmengine - INFO - Epoch(val) [6][ 8900/12617] eta: 0:05:11 time: 0.1233 data_time: 0.0858 memory: 730 2023/07/08 00:46:49 - mmengine - INFO - Epoch(val) [6][ 8920/12617] eta: 0:05:10 time: 0.0865 data_time: 0.0482 memory: 730 2023/07/08 00:46:51 - mmengine - INFO - Epoch(val) [6][ 8940/12617] eta: 0:05:08 time: 0.1075 data_time: 0.0696 memory: 730 2023/07/08 00:46:53 - mmengine - INFO - Epoch(val) [6][ 8960/12617] eta: 0:05:07 time: 0.1122 data_time: 0.0745 memory: 730 2023/07/08 00:46:55 - mmengine - INFO - Epoch(val) [6][ 8980/12617] eta: 0:05:05 time: 0.0941 data_time: 0.0571 memory: 730 2023/07/08 00:46:56 - mmengine - INFO - Epoch(val) [6][ 9000/12617] eta: 0:05:03 time: 0.0679 data_time: 0.0304 memory: 730 2023/07/08 00:46:58 - mmengine - INFO - Epoch(val) [6][ 9020/12617] eta: 0:05:02 time: 0.0805 data_time: 0.0433 memory: 730 2023/07/08 00:47:00 - mmengine - INFO - Epoch(val) [6][ 9040/12617] eta: 0:05:00 time: 0.0817 data_time: 0.0453 memory: 730 2023/07/08 00:47:02 - mmengine - INFO - Epoch(val) [6][ 9060/12617] eta: 0:04:59 time: 0.1194 data_time: 0.0800 memory: 730 2023/07/08 00:47:04 - mmengine - INFO - Epoch(val) [6][ 9080/12617] eta: 0:04:57 time: 0.0829 data_time: 0.0470 memory: 730 2023/07/08 00:47:05 - mmengine - INFO - Epoch(val) [6][ 9100/12617] eta: 0:04:55 time: 0.0779 data_time: 0.0414 memory: 730 2023/07/08 00:47:07 - mmengine - INFO - Epoch(val) [6][ 9120/12617] eta: 0:04:53 time: 0.0838 data_time: 0.0452 memory: 730 2023/07/08 00:47:09 - mmengine - INFO - Epoch(val) [6][ 9140/12617] eta: 0:04:52 time: 0.0854 data_time: 0.0461 memory: 730 2023/07/08 00:47:10 - mmengine - INFO - Epoch(val) [6][ 9160/12617] eta: 0:04:50 time: 0.0786 data_time: 0.0410 memory: 730 2023/07/08 00:47:12 - mmengine - INFO - Epoch(val) [6][ 9180/12617] eta: 0:04:48 time: 0.0921 data_time: 0.0535 memory: 730 2023/07/08 00:47:14 - mmengine - INFO - Epoch(val) [6][ 9200/12617] eta: 0:04:47 time: 0.0938 data_time: 0.0579 memory: 730 2023/07/08 00:47:16 - mmengine - INFO - Epoch(val) [6][ 9220/12617] eta: 0:04:45 time: 0.0904 data_time: 0.0554 memory: 730 2023/07/08 00:47:18 - mmengine - INFO - Epoch(val) [6][ 9240/12617] eta: 0:04:44 time: 0.1035 data_time: 0.0638 memory: 730 2023/07/08 00:47:20 - mmengine - INFO - Epoch(val) [6][ 9260/12617] eta: 0:04:42 time: 0.0858 data_time: 0.0498 memory: 730 2023/07/08 00:47:22 - mmengine - INFO - Epoch(val) [6][ 9280/12617] eta: 0:04:41 time: 0.1227 data_time: 0.0875 memory: 730 2023/07/08 00:47:24 - mmengine - INFO - Epoch(val) [6][ 9300/12617] eta: 0:04:39 time: 0.0985 data_time: 0.0598 memory: 730 2023/07/08 00:47:27 - mmengine - INFO - Epoch(val) [6][ 9320/12617] eta: 0:04:38 time: 0.1269 data_time: 0.0910 memory: 730 2023/07/08 00:47:28 - mmengine - INFO - Epoch(val) [6][ 9340/12617] eta: 0:04:36 time: 0.0778 data_time: 0.0411 memory: 730 2023/07/08 00:47:30 - mmengine - INFO - Epoch(val) [6][ 9360/12617] eta: 0:04:34 time: 0.0720 data_time: 0.0349 memory: 730 2023/07/08 00:47:31 - mmengine - INFO - Epoch(val) [6][ 9380/12617] eta: 0:04:32 time: 0.0886 data_time: 0.0510 memory: 730 2023/07/08 00:47:33 - mmengine - INFO - Epoch(val) [6][ 9400/12617] eta: 0:04:31 time: 0.0784 data_time: 0.0411 memory: 730 2023/07/08 00:47:34 - mmengine - INFO - Epoch(val) [6][ 9420/12617] eta: 0:04:29 time: 0.0677 data_time: 0.0308 memory: 730 2023/07/08 00:47:36 - mmengine - INFO - Epoch(val) [6][ 9440/12617] eta: 0:04:27 time: 0.0721 data_time: 0.0351 memory: 730 2023/07/08 00:47:37 - mmengine - INFO - Epoch(val) [6][ 9460/12617] eta: 0:04:25 time: 0.0792 data_time: 0.0412 memory: 730 2023/07/08 00:47:39 - mmengine - INFO - Epoch(val) [6][ 9480/12617] eta: 0:04:24 time: 0.0780 data_time: 0.0421 memory: 730 2023/07/08 00:47:40 - mmengine - INFO - Epoch(val) [6][ 9500/12617] eta: 0:04:22 time: 0.0798 data_time: 0.0430 memory: 730 2023/07/08 00:47:42 - mmengine - INFO - Epoch(val) [6][ 9520/12617] eta: 0:04:20 time: 0.0908 data_time: 0.0546 memory: 730 2023/07/08 00:47:44 - mmengine - INFO - Epoch(val) [6][ 9540/12617] eta: 0:04:19 time: 0.0791 data_time: 0.0400 memory: 730 2023/07/08 00:47:45 - mmengine - INFO - Epoch(val) [6][ 9560/12617] eta: 0:04:17 time: 0.0768 data_time: 0.0406 memory: 730 2023/07/08 00:47:47 - mmengine - INFO - Epoch(val) [6][ 9580/12617] eta: 0:04:15 time: 0.0704 data_time: 0.0336 memory: 730 2023/07/08 00:47:49 - mmengine - INFO - Epoch(val) [6][ 9600/12617] eta: 0:04:14 time: 0.0923 data_time: 0.0553 memory: 730 2023/07/08 00:47:50 - mmengine - INFO - Epoch(val) [6][ 9620/12617] eta: 0:04:12 time: 0.0812 data_time: 0.0429 memory: 730 2023/07/08 00:47:53 - mmengine - INFO - Epoch(val) [6][ 9640/12617] eta: 0:04:10 time: 0.1101 data_time: 0.0729 memory: 730 2023/07/08 00:47:54 - mmengine - INFO - Epoch(val) [6][ 9660/12617] eta: 0:04:09 time: 0.0856 data_time: 0.0483 memory: 730 2023/07/08 00:47:56 - mmengine - INFO - Epoch(val) [6][ 9680/12617] eta: 0:04:07 time: 0.0816 data_time: 0.0413 memory: 730 2023/07/08 00:47:58 - mmengine - INFO - Epoch(val) [6][ 9700/12617] eta: 0:04:05 time: 0.1254 data_time: 0.0896 memory: 730 2023/07/08 00:48:01 - mmengine - INFO - Epoch(val) [6][ 9720/12617] eta: 0:04:04 time: 0.1469 data_time: 0.1093 memory: 730 2023/07/08 00:48:04 - mmengine - INFO - Epoch(val) [6][ 9740/12617] eta: 0:04:03 time: 0.1444 data_time: 0.1079 memory: 730 2023/07/08 00:48:07 - mmengine - INFO - Epoch(val) [6][ 9760/12617] eta: 0:04:01 time: 0.1388 data_time: 0.1023 memory: 730 2023/07/08 00:48:10 - mmengine - INFO - Epoch(val) [6][ 9780/12617] eta: 0:04:00 time: 0.1378 data_time: 0.1027 memory: 730 2023/07/08 00:48:13 - mmengine - INFO - Epoch(val) [6][ 9800/12617] eta: 0:03:59 time: 0.1438 data_time: 0.1079 memory: 730 2023/07/08 00:48:14 - mmengine - INFO - Epoch(val) [6][ 9820/12617] eta: 0:03:57 time: 0.0872 data_time: 0.0505 memory: 730 2023/07/08 00:48:16 - mmengine - INFO - Epoch(val) [6][ 9840/12617] eta: 0:03:55 time: 0.0813 data_time: 0.0442 memory: 730 2023/07/08 00:48:18 - mmengine - INFO - Epoch(val) [6][ 9860/12617] eta: 0:03:54 time: 0.0706 data_time: 0.0329 memory: 730 2023/07/08 00:48:19 - mmengine - INFO - Epoch(val) [6][ 9880/12617] eta: 0:03:52 time: 0.0982 data_time: 0.0611 memory: 730 2023/07/08 00:48:22 - mmengine - INFO - Epoch(val) [6][ 9900/12617] eta: 0:03:50 time: 0.1095 data_time: 0.0725 memory: 730 2023/07/08 00:48:23 - mmengine - INFO - Epoch(val) [6][ 9920/12617] eta: 0:03:49 time: 0.0825 data_time: 0.0459 memory: 730 2023/07/08 00:48:25 - mmengine - INFO - Epoch(val) [6][ 9940/12617] eta: 0:03:47 time: 0.0830 data_time: 0.0456 memory: 730 2023/07/08 00:48:27 - mmengine - INFO - Epoch(val) [6][ 9960/12617] eta: 0:03:45 time: 0.1089 data_time: 0.0709 memory: 730 2023/07/08 00:48:29 - mmengine - INFO - Epoch(val) [6][ 9980/12617] eta: 0:03:44 time: 0.0810 data_time: 0.0427 memory: 730 2023/07/08 00:48:30 - mmengine - INFO - Epoch(val) [6][10000/12617] eta: 0:03:42 time: 0.0823 data_time: 0.0445 memory: 730 2023/07/08 00:48:32 - mmengine - INFO - Epoch(val) [6][10020/12617] eta: 0:03:40 time: 0.0620 data_time: 0.0259 memory: 730 2023/07/08 00:48:33 - mmengine - INFO - Epoch(val) [6][10040/12617] eta: 0:03:38 time: 0.0754 data_time: 0.0377 memory: 730 2023/07/08 00:48:35 - mmengine - INFO - Epoch(val) [6][10060/12617] eta: 0:03:37 time: 0.0823 data_time: 0.0445 memory: 730 2023/07/08 00:48:37 - mmengine - INFO - Epoch(val) [6][10080/12617] eta: 0:03:35 time: 0.0858 data_time: 0.0478 memory: 730 2023/07/08 00:48:38 - mmengine - INFO - Epoch(val) [6][10100/12617] eta: 0:03:33 time: 0.0706 data_time: 0.0333 memory: 730 2023/07/08 00:48:40 - mmengine - INFO - Epoch(val) [6][10120/12617] eta: 0:03:31 time: 0.0924 data_time: 0.0551 memory: 730 2023/07/08 00:48:42 - mmengine - INFO - Epoch(val) [6][10140/12617] eta: 0:03:30 time: 0.1071 data_time: 0.0688 memory: 730 2023/07/08 00:48:44 - mmengine - INFO - Epoch(val) [6][10160/12617] eta: 0:03:28 time: 0.0770 data_time: 0.0399 memory: 730 2023/07/08 00:48:45 - mmengine - INFO - Epoch(val) [6][10180/12617] eta: 0:03:26 time: 0.0769 data_time: 0.0396 memory: 730 2023/07/08 00:48:47 - mmengine - INFO - Epoch(val) [6][10200/12617] eta: 0:03:25 time: 0.1080 data_time: 0.0721 memory: 730 2023/07/08 00:48:50 - mmengine - INFO - Epoch(val) [6][10220/12617] eta: 0:03:23 time: 0.1115 data_time: 0.0751 memory: 730 2023/07/08 00:48:52 - mmengine - INFO - Epoch(val) [6][10240/12617] eta: 0:03:22 time: 0.1311 data_time: 0.0952 memory: 730 2023/07/08 00:48:54 - mmengine - INFO - Epoch(val) [6][10260/12617] eta: 0:03:20 time: 0.0988 data_time: 0.0606 memory: 730 2023/07/08 00:48:56 - mmengine - INFO - Epoch(val) [6][10280/12617] eta: 0:03:18 time: 0.0852 data_time: 0.0483 memory: 730 2023/07/08 00:48:57 - mmengine - INFO - Epoch(val) [6][10300/12617] eta: 0:03:17 time: 0.0729 data_time: 0.0357 memory: 730 2023/07/08 00:48:59 - mmengine - INFO - Epoch(val) [6][10320/12617] eta: 0:03:15 time: 0.0672 data_time: 0.0305 memory: 730 2023/07/08 00:49:00 - mmengine - INFO - Epoch(val) [6][10340/12617] eta: 0:03:13 time: 0.0714 data_time: 0.0306 memory: 730 2023/07/08 00:49:02 - mmengine - INFO - Epoch(val) [6][10360/12617] eta: 0:03:11 time: 0.0968 data_time: 0.0590 memory: 730 2023/07/08 00:49:04 - mmengine - INFO - Epoch(val) [6][10380/12617] eta: 0:03:10 time: 0.0995 data_time: 0.0604 memory: 730 2023/07/08 00:49:06 - mmengine - INFO - Epoch(val) [6][10400/12617] eta: 0:03:08 time: 0.1028 data_time: 0.0656 memory: 730 2023/07/08 00:49:08 - mmengine - INFO - Epoch(val) [6][10420/12617] eta: 0:03:07 time: 0.1010 data_time: 0.0651 memory: 730 2023/07/08 00:49:10 - mmengine - INFO - Epoch(val) [6][10440/12617] eta: 0:03:05 time: 0.0979 data_time: 0.0612 memory: 730 2023/07/08 00:49:13 - mmengine - INFO - Epoch(val) [6][10460/12617] eta: 0:03:03 time: 0.1141 data_time: 0.0754 memory: 730 2023/07/08 00:49:14 - mmengine - INFO - Epoch(val) [6][10480/12617] eta: 0:03:02 time: 0.0890 data_time: 0.0514 memory: 730 2023/07/08 00:49:16 - mmengine - INFO - Epoch(val) [6][10500/12617] eta: 0:03:00 time: 0.0785 data_time: 0.0411 memory: 730 2023/07/08 00:49:18 - mmengine - INFO - Epoch(val) [6][10520/12617] eta: 0:02:58 time: 0.0876 data_time: 0.0510 memory: 730 2023/07/08 00:49:19 - mmengine - INFO - Epoch(val) [6][10540/12617] eta: 0:02:56 time: 0.0760 data_time: 0.0408 memory: 730 2023/07/08 00:49:21 - mmengine - INFO - Epoch(val) [6][10560/12617] eta: 0:02:55 time: 0.0733 data_time: 0.0346 memory: 730 2023/07/08 00:49:22 - mmengine - INFO - Epoch(val) [6][10580/12617] eta: 0:02:53 time: 0.0875 data_time: 0.0498 memory: 730 2023/07/08 00:49:24 - mmengine - INFO - Epoch(val) [6][10600/12617] eta: 0:02:51 time: 0.0947 data_time: 0.0567 memory: 730 2023/07/08 00:49:26 - mmengine - INFO - Epoch(val) [6][10620/12617] eta: 0:02:50 time: 0.1070 data_time: 0.0689 memory: 730 2023/07/08 00:49:29 - mmengine - INFO - Epoch(val) [6][10640/12617] eta: 0:02:48 time: 0.1077 data_time: 0.0682 memory: 730 2023/07/08 00:49:31 - mmengine - INFO - Epoch(val) [6][10660/12617] eta: 0:02:47 time: 0.1192 data_time: 0.0837 memory: 730 2023/07/08 00:49:33 - mmengine - INFO - Epoch(val) [6][10680/12617] eta: 0:02:45 time: 0.1174 data_time: 0.0814 memory: 730 2023/07/08 00:49:35 - mmengine - INFO - Epoch(val) [6][10700/12617] eta: 0:02:43 time: 0.0846 data_time: 0.0455 memory: 730 2023/07/08 00:49:37 - mmengine - INFO - Epoch(val) [6][10720/12617] eta: 0:02:42 time: 0.1195 data_time: 0.0839 memory: 730 2023/07/08 00:49:39 - mmengine - INFO - Epoch(val) [6][10740/12617] eta: 0:02:40 time: 0.0916 data_time: 0.0564 memory: 730 2023/07/08 00:49:41 - mmengine - INFO - Epoch(val) [6][10760/12617] eta: 0:02:38 time: 0.0707 data_time: 0.0320 memory: 730 2023/07/08 00:49:42 - mmengine - INFO - Epoch(val) [6][10780/12617] eta: 0:02:36 time: 0.0825 data_time: 0.0465 memory: 730 2023/07/08 00:49:45 - mmengine - INFO - Epoch(val) [6][10800/12617] eta: 0:02:35 time: 0.1119 data_time: 0.0745 memory: 730 2023/07/08 00:49:47 - mmengine - INFO - Epoch(val) [6][10820/12617] eta: 0:02:33 time: 0.0918 data_time: 0.0549 memory: 730 2023/07/08 00:49:49 - mmengine - INFO - Epoch(val) [6][10840/12617] eta: 0:02:32 time: 0.1158 data_time: 0.0778 memory: 730 2023/07/08 00:49:51 - mmengine - INFO - Epoch(val) [6][10860/12617] eta: 0:02:30 time: 0.0946 data_time: 0.0580 memory: 730 2023/07/08 00:49:53 - mmengine - INFO - Epoch(val) [6][10880/12617] eta: 0:02:28 time: 0.0941 data_time: 0.0579 memory: 730 2023/07/08 00:49:54 - mmengine - INFO - Epoch(val) [6][10900/12617] eta: 0:02:26 time: 0.0809 data_time: 0.0440 memory: 730 2023/07/08 00:49:56 - mmengine - INFO - Epoch(val) [6][10920/12617] eta: 0:02:25 time: 0.1101 data_time: 0.0726 memory: 730 2023/07/08 00:49:58 - mmengine - INFO - Epoch(val) [6][10940/12617] eta: 0:02:23 time: 0.0788 data_time: 0.0420 memory: 730 2023/07/08 00:50:00 - mmengine - INFO - Epoch(val) [6][10960/12617] eta: 0:02:21 time: 0.0730 data_time: 0.0365 memory: 730 2023/07/08 00:50:01 - mmengine - INFO - Epoch(val) [6][10980/12617] eta: 0:02:20 time: 0.0652 data_time: 0.0280 memory: 730 2023/07/08 00:50:03 - mmengine - INFO - Epoch(val) [6][11000/12617] eta: 0:02:18 time: 0.0928 data_time: 0.0556 memory: 730 2023/07/08 00:50:05 - mmengine - INFO - Epoch(val) [6][11020/12617] eta: 0:02:16 time: 0.1206 data_time: 0.0822 memory: 730 2023/07/08 00:50:08 - mmengine - INFO - Epoch(val) [6][11040/12617] eta: 0:02:15 time: 0.1413 data_time: 0.1049 memory: 730 2023/07/08 00:50:10 - mmengine - INFO - Epoch(val) [6][11060/12617] eta: 0:02:13 time: 0.1144 data_time: 0.0773 memory: 730 2023/07/08 00:50:13 - mmengine - INFO - Epoch(val) [6][11080/12617] eta: 0:02:11 time: 0.1236 data_time: 0.0872 memory: 730 2023/07/08 00:50:15 - mmengine - INFO - Epoch(val) [6][11100/12617] eta: 0:02:10 time: 0.1022 data_time: 0.0665 memory: 730 2023/07/08 00:50:17 - mmengine - INFO - Epoch(val) [6][11120/12617] eta: 0:02:08 time: 0.1241 data_time: 0.0883 memory: 730 2023/07/08 00:50:19 - mmengine - INFO - Epoch(val) [6][11140/12617] eta: 0:02:06 time: 0.0770 data_time: 0.0398 memory: 730 2023/07/08 00:50:20 - mmengine - INFO - Epoch(val) [6][11160/12617] eta: 0:02:05 time: 0.0794 data_time: 0.0424 memory: 730 2023/07/08 00:50:22 - mmengine - INFO - Epoch(val) [6][11180/12617] eta: 0:02:03 time: 0.0811 data_time: 0.0444 memory: 730 2023/07/08 00:50:24 - mmengine - INFO - Epoch(val) [6][11200/12617] eta: 0:02:01 time: 0.1042 data_time: 0.0672 memory: 730 2023/07/08 00:50:27 - mmengine - INFO - Epoch(val) [6][11220/12617] eta: 0:02:00 time: 0.1241 data_time: 0.0877 memory: 730 2023/07/08 00:50:29 - mmengine - INFO - Epoch(val) [6][11240/12617] eta: 0:01:58 time: 0.0994 data_time: 0.0635 memory: 730 2023/07/08 00:50:31 - mmengine - INFO - Epoch(val) [6][11260/12617] eta: 0:01:56 time: 0.1273 data_time: 0.0901 memory: 730 2023/07/08 00:50:33 - mmengine - INFO - Epoch(val) [6][11280/12617] eta: 0:01:55 time: 0.0890 data_time: 0.0525 memory: 730 2023/07/08 00:50:35 - mmengine - INFO - Epoch(val) [6][11300/12617] eta: 0:01:53 time: 0.0790 data_time: 0.0411 memory: 730 2023/07/08 00:50:36 - mmengine - INFO - Epoch(val) [6][11320/12617] eta: 0:01:51 time: 0.0664 data_time: 0.0295 memory: 730 2023/07/08 00:50:38 - mmengine - INFO - Epoch(val) [6][11340/12617] eta: 0:01:49 time: 0.0882 data_time: 0.0457 memory: 730 2023/07/08 00:50:39 - mmengine - INFO - Epoch(val) [6][11360/12617] eta: 0:01:48 time: 0.0731 data_time: 0.0358 memory: 730 2023/07/08 00:50:41 - mmengine - INFO - Epoch(val) [6][11380/12617] eta: 0:01:46 time: 0.0962 data_time: 0.0582 memory: 730 2023/07/08 00:50:43 - mmengine - INFO - Epoch(val) [6][11400/12617] eta: 0:01:44 time: 0.0904 data_time: 0.0548 memory: 730 2023/07/08 00:50:46 - mmengine - INFO - Epoch(val) [6][11420/12617] eta: 0:01:43 time: 0.1321 data_time: 0.0949 memory: 730 2023/07/08 00:50:47 - mmengine - INFO - Epoch(val) [6][11440/12617] eta: 0:01:41 time: 0.0757 data_time: 0.0378 memory: 730 2023/07/08 00:50:50 - mmengine - INFO - Epoch(val) [6][11460/12617] eta: 0:01:39 time: 0.1289 data_time: 0.0924 memory: 730 2023/07/08 00:50:52 - mmengine - INFO - Epoch(val) [6][11480/12617] eta: 0:01:38 time: 0.1307 data_time: 0.0941 memory: 730 2023/07/08 00:50:56 - mmengine - INFO - Epoch(val) [6][11500/12617] eta: 0:01:36 time: 0.1666 data_time: 0.1286 memory: 730 2023/07/08 00:50:58 - mmengine - INFO - Epoch(val) [6][11520/12617] eta: 0:01:34 time: 0.1239 data_time: 0.0873 memory: 730 2023/07/08 00:51:00 - mmengine - INFO - Epoch(val) [6][11540/12617] eta: 0:01:33 time: 0.0703 data_time: 0.0343 memory: 730 2023/07/08 00:51:01 - mmengine - INFO - Epoch(val) [6][11560/12617] eta: 0:01:31 time: 0.0709 data_time: 0.0343 memory: 730 2023/07/08 00:51:03 - mmengine - INFO - Epoch(val) [6][11580/12617] eta: 0:01:29 time: 0.0859 data_time: 0.0503 memory: 730 2023/07/08 00:51:04 - mmengine - INFO - Epoch(val) [6][11600/12617] eta: 0:01:27 time: 0.0766 data_time: 0.0393 memory: 730 2023/07/08 00:51:06 - mmengine - INFO - Epoch(val) [6][11620/12617] eta: 0:01:26 time: 0.0800 data_time: 0.0433 memory: 730 2023/07/08 00:51:07 - mmengine - INFO - Epoch(val) [6][11640/12617] eta: 0:01:24 time: 0.0667 data_time: 0.0294 memory: 730 2023/07/08 00:51:09 - mmengine - INFO - Epoch(val) [6][11660/12617] eta: 0:01:22 time: 0.0803 data_time: 0.0445 memory: 730 2023/07/08 00:51:11 - mmengine - INFO - Epoch(val) [6][11680/12617] eta: 0:01:20 time: 0.0890 data_time: 0.0503 memory: 730 2023/07/08 00:51:12 - mmengine - INFO - Epoch(val) [6][11700/12617] eta: 0:01:19 time: 0.0909 data_time: 0.0539 memory: 730 2023/07/08 00:51:14 - mmengine - INFO - Epoch(val) [6][11720/12617] eta: 0:01:17 time: 0.0686 data_time: 0.0314 memory: 730 2023/07/08 00:51:16 - mmengine - INFO - Epoch(val) [6][11740/12617] eta: 0:01:15 time: 0.1168 data_time: 0.0799 memory: 730 2023/07/08 00:51:18 - mmengine - INFO - Epoch(val) [6][11760/12617] eta: 0:01:14 time: 0.0881 data_time: 0.0518 memory: 730 2023/07/08 00:51:20 - mmengine - INFO - Epoch(val) [6][11780/12617] eta: 0:01:12 time: 0.0868 data_time: 0.0496 memory: 730 2023/07/08 00:51:21 - mmengine - INFO - Epoch(val) [6][11800/12617] eta: 0:01:10 time: 0.0795 data_time: 0.0416 memory: 730 2023/07/08 00:51:24 - mmengine - INFO - Epoch(val) [6][11820/12617] eta: 0:01:08 time: 0.1236 data_time: 0.0874 memory: 730 2023/07/08 00:51:26 - mmengine - INFO - Epoch(val) [6][11840/12617] eta: 0:01:07 time: 0.1252 data_time: 0.0859 memory: 730 2023/07/08 00:51:28 - mmengine - INFO - Epoch(val) [6][11860/12617] eta: 0:01:05 time: 0.0904 data_time: 0.0539 memory: 730 2023/07/08 00:51:30 - mmengine - INFO - Epoch(val) [6][11880/12617] eta: 0:01:03 time: 0.1075 data_time: 0.0713 memory: 730 2023/07/08 00:51:32 - mmengine - INFO - Epoch(val) [6][11900/12617] eta: 0:01:02 time: 0.0841 data_time: 0.0462 memory: 730 2023/07/08 00:51:34 - mmengine - INFO - Epoch(val) [6][11920/12617] eta: 0:01:00 time: 0.1037 data_time: 0.0666 memory: 730 2023/07/08 00:51:36 - mmengine - INFO - Epoch(val) [6][11940/12617] eta: 0:00:58 time: 0.0796 data_time: 0.0430 memory: 730 2023/07/08 00:51:37 - mmengine - INFO - Epoch(val) [6][11960/12617] eta: 0:00:56 time: 0.0791 data_time: 0.0437 memory: 730 2023/07/08 00:51:39 - mmengine - INFO - Epoch(val) [6][11980/12617] eta: 0:00:55 time: 0.0733 data_time: 0.0359 memory: 730 2023/07/08 00:51:40 - mmengine - INFO - Epoch(val) [6][12000/12617] eta: 0:00:53 time: 0.0761 data_time: 0.0393 memory: 730 2023/07/08 00:51:42 - mmengine - INFO - Epoch(val) [6][12020/12617] eta: 0:00:51 time: 0.0760 data_time: 0.0392 memory: 730 2023/07/08 00:51:44 - mmengine - INFO - Epoch(val) [6][12040/12617] eta: 0:00:49 time: 0.1356 data_time: 0.1002 memory: 730 2023/07/08 00:51:47 - mmengine - INFO - Epoch(val) [6][12060/12617] eta: 0:00:48 time: 0.1093 data_time: 0.0717 memory: 730 2023/07/08 00:51:49 - mmengine - INFO - Epoch(val) [6][12080/12617] eta: 0:00:46 time: 0.1279 data_time: 0.0890 memory: 730 2023/07/08 00:51:51 - mmengine - INFO - Epoch(val) [6][12100/12617] eta: 0:00:44 time: 0.0902 data_time: 0.0531 memory: 730 2023/07/08 00:51:53 - mmengine - INFO - Epoch(val) [6][12120/12617] eta: 0:00:43 time: 0.0879 data_time: 0.0514 memory: 730 2023/07/08 00:51:54 - mmengine - INFO - Epoch(val) [6][12140/12617] eta: 0:00:41 time: 0.0708 data_time: 0.0345 memory: 730 2023/07/08 00:51:56 - mmengine - INFO - Epoch(val) [6][12160/12617] eta: 0:00:39 time: 0.0749 data_time: 0.0368 memory: 730 2023/07/08 00:51:57 - mmengine - INFO - Epoch(val) [6][12180/12617] eta: 0:00:37 time: 0.0737 data_time: 0.0371 memory: 730 2023/07/08 00:51:59 - mmengine - INFO - Epoch(val) [6][12200/12617] eta: 0:00:36 time: 0.0845 data_time: 0.0463 memory: 730 2023/07/08 00:52:01 - mmengine - INFO - Epoch(val) [6][12220/12617] eta: 0:00:34 time: 0.0773 data_time: 0.0386 memory: 730 2023/07/08 00:52:02 - mmengine - INFO - Epoch(val) [6][12240/12617] eta: 0:00:32 time: 0.0799 data_time: 0.0423 memory: 730 2023/07/08 00:52:04 - mmengine - INFO - Epoch(val) [6][12260/12617] eta: 0:00:30 time: 0.0761 data_time: 0.0350 memory: 730 2023/07/08 00:52:06 - mmengine - INFO - Epoch(val) [6][12280/12617] eta: 0:00:29 time: 0.0925 data_time: 0.0552 memory: 730 2023/07/08 00:52:07 - mmengine - INFO - Epoch(val) [6][12300/12617] eta: 0:00:27 time: 0.0833 data_time: 0.0463 memory: 730 2023/07/08 00:52:09 - mmengine - INFO - Epoch(val) [6][12320/12617] eta: 0:00:25 time: 0.1032 data_time: 0.0660 memory: 730 2023/07/08 00:52:11 - mmengine - INFO - Epoch(val) [6][12340/12617] eta: 0:00:24 time: 0.0893 data_time: 0.0520 memory: 730 2023/07/08 00:52:14 - mmengine - INFO - Epoch(val) [6][12360/12617] eta: 0:00:22 time: 0.1263 data_time: 0.0882 memory: 730 2023/07/08 00:52:16 - mmengine - INFO - Epoch(val) [6][12380/12617] eta: 0:00:20 time: 0.1029 data_time: 0.0638 memory: 730 2023/07/08 00:52:18 - mmengine - INFO - Epoch(val) [6][12400/12617] eta: 0:00:18 time: 0.1002 data_time: 0.0619 memory: 730 2023/07/08 00:52:20 - mmengine - INFO - Epoch(val) [6][12420/12617] eta: 0:00:17 time: 0.1328 data_time: 0.0966 memory: 730 2023/07/08 00:52:23 - mmengine - INFO - Epoch(val) [6][12440/12617] eta: 0:00:15 time: 0.1114 data_time: 0.0750 memory: 730 2023/07/08 00:52:25 - mmengine - INFO - Epoch(val) [6][12460/12617] eta: 0:00:13 time: 0.1381 data_time: 0.0998 memory: 730 2023/07/08 00:52:27 - mmengine - INFO - Epoch(val) [6][12480/12617] eta: 0:00:11 time: 0.0629 data_time: 0.0254 memory: 730 2023/07/08 00:52:29 - mmengine - INFO - Epoch(val) [6][12500/12617] eta: 0:00:10 time: 0.1014 data_time: 0.0634 memory: 730 2023/07/08 00:52:30 - mmengine - INFO - Epoch(val) [6][12520/12617] eta: 0:00:08 time: 0.0784 data_time: 0.0415 memory: 730 2023/07/08 00:52:32 - mmengine - INFO - Epoch(val) [6][12540/12617] eta: 0:00:06 time: 0.0918 data_time: 0.0551 memory: 730 2023/07/08 00:52:34 - mmengine - INFO - Epoch(val) [6][12560/12617] eta: 0:00:04 time: 0.0745 data_time: 0.0367 memory: 730 2023/07/08 00:52:35 - mmengine - INFO - Epoch(val) [6][12580/12617] eta: 0:00:03 time: 0.0800 data_time: 0.0445 memory: 730 2023/07/08 00:52:37 - mmengine - INFO - Epoch(val) [6][12600/12617] eta: 0:00:01 time: 0.0739 data_time: 0.0378 memory: 730 2023/07/08 00:54:37 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/08 00:54:37 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/08 00:54:37 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/08 00:54:38 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/08 00:54:39 - mmengine - INFO - do not evaluate basketball save 2023/07/08 00:54:39 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/08 00:54:39 - mmengine - INFO - frameAP_0.5 2023/07/08 00:54:39 - mmengine - INFO - aerobic push up 66.37 2023/07/08 00:54:39 - mmengine - INFO - aerobic explosive push up 81.26 2023/07/08 00:54:39 - mmengine - INFO - aerobic explosive support 76.83 2023/07/08 00:54:39 - mmengine - INFO - aerobic leg circle 66.94 2023/07/08 00:54:39 - mmengine - INFO - aerobic helicopter 80.71 2023/07/08 00:54:39 - mmengine - INFO - aerobic support 88.66 2023/07/08 00:54:39 - mmengine - INFO - aerobic v support 58.15 2023/07/08 00:54:39 - mmengine - INFO - aerobic horizontal support 80.61 2023/07/08 00:54:39 - mmengine - INFO - aerobic straight jump 48.69 2023/07/08 00:54:39 - mmengine - INFO - aerobic illusion 73.00 2023/07/08 00:54:39 - mmengine - INFO - aerobic bent leg(s) jump 41.64 2023/07/08 00:54:39 - mmengine - INFO - aerobic pike jump 49.71 2023/07/08 00:54:39 - mmengine - INFO - aerobic straddle jump 54.84 2023/07/08 00:54:39 - mmengine - INFO - aerobic split jump 44.26 2023/07/08 00:54:39 - mmengine - INFO - aerobic scissors leap 54.02 2023/07/08 00:54:39 - mmengine - INFO - aerobic split 50.09 2023/07/08 00:54:39 - mmengine - INFO - aerobic turn 69.78 2023/07/08 00:54:39 - mmengine - INFO - volleyball serve 94.27 2023/07/08 00:54:39 - mmengine - INFO - volleyball block 50.57 2023/07/08 00:54:39 - mmengine - INFO - volleyball first pass 53.85 2023/07/08 00:54:39 - mmengine - INFO - volleyball defend 37.27 2023/07/08 00:54:39 - mmengine - INFO - volleyball protect 5.92 2023/07/08 00:54:39 - mmengine - INFO - volleyball second pass 67.98 2023/07/08 00:54:39 - mmengine - INFO - volleyball adjust 9.18 2023/07/08 00:54:39 - mmengine - INFO - volleyball save 12.89 2023/07/08 00:54:39 - mmengine - INFO - volleyball second attack 5.13 2023/07/08 00:54:39 - mmengine - INFO - volleyball spike 62.12 2023/07/08 00:54:39 - mmengine - INFO - volleyball dink 9.75 2023/07/08 00:54:39 - mmengine - INFO - volleyball no offensive attack 28.40 2023/07/08 00:54:39 - mmengine - INFO - football shoot 6.98 2023/07/08 00:54:39 - mmengine - INFO - football long pass 31.61 2023/07/08 00:54:39 - mmengine - INFO - football short pass 47.08 2023/07/08 00:54:39 - mmengine - INFO - football through pass 3.36 2023/07/08 00:54:39 - mmengine - INFO - football cross 19.57 2023/07/08 00:54:39 - mmengine - INFO - football dribble 41.80 2023/07/08 00:54:39 - mmengine - INFO - football trap 54.38 2023/07/08 00:54:39 - mmengine - INFO - football throw 36.97 2023/07/08 00:54:39 - mmengine - INFO - football diving 22.59 2023/07/08 00:54:39 - mmengine - INFO - football tackle 2.51 2023/07/08 00:54:39 - mmengine - INFO - football steal 0.32 2023/07/08 00:54:39 - mmengine - INFO - football clearance 7.38 2023/07/08 00:54:39 - mmengine - INFO - football block 3.64 2023/07/08 00:54:39 - mmengine - INFO - football press 11.85 2023/07/08 00:54:39 - mmengine - INFO - football aerial duels 2.77 2023/07/08 00:54:39 - mmengine - INFO - basketball pass 47.37 2023/07/08 00:54:39 - mmengine - INFO - basketball drive 9.16 2023/07/08 00:54:39 - mmengine - INFO - basketball dribble 77.78 2023/07/08 00:54:39 - mmengine - INFO - basketball 3-point shot 35.52 2023/07/08 00:54:39 - mmengine - INFO - basketball 2-point shot 33.49 2023/07/08 00:54:39 - mmengine - INFO - basketball free throw 69.22 2023/07/08 00:54:39 - mmengine - INFO - basketball block 0.71 2023/07/08 00:54:39 - mmengine - INFO - basketball offensive rebound 13.21 2023/07/08 00:54:39 - mmengine - INFO - basketball defensive rebound 39.03 2023/07/08 00:54:39 - mmengine - INFO - basketball pass steal 0.51 2023/07/08 00:54:39 - mmengine - INFO - basketball dribble steal 0.19 2023/07/08 00:54:39 - mmengine - INFO - basketball interfere shot 12.87 2023/07/08 00:54:39 - mmengine - INFO - basketball pick-and-roll defensive 2.30 2023/07/08 00:54:39 - mmengine - INFO - basketball sag 0.53 2023/07/08 00:54:39 - mmengine - INFO - basketball screen 4.58 2023/07/08 00:54:39 - mmengine - INFO - basketball pass-inbound 34.08 2023/07/08 00:54:39 - mmengine - INFO - mAP 36.60 2023/07/08 00:56:35 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/08 00:56:35 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/08 00:56:35 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/08 00:56:36 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/08 00:56:36 - mmengine - INFO - do not evaluatebasketball save 2023/07/08 00:56:36 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/08 00:56:36 - mmengine - INFO - VideoAP_0.2 2023/07/08 00:56:36 - mmengine - INFO - aerobic push up 75.00 2023/07/08 00:56:36 - mmengine - INFO - aerobic explosive push up 75.51 2023/07/08 00:56:36 - mmengine - INFO - aerobic explosive support 67.35 2023/07/08 00:56:36 - mmengine - INFO - aerobic leg circle 47.49 2023/07/08 00:56:36 - mmengine - INFO - aerobic helicopter 66.73 2023/07/08 00:56:36 - mmengine - INFO - aerobic support 81.35 2023/07/08 00:56:36 - mmengine - INFO - aerobic v support 28.96 2023/07/08 00:56:36 - mmengine - INFO - aerobic horizontal support 81.79 2023/07/08 00:56:36 - mmengine - INFO - aerobic straight jump 34.85 2023/07/08 00:56:36 - mmengine - INFO - aerobic illusion 62.05 2023/07/08 00:56:36 - mmengine - INFO - aerobic bent leg(s) jump 30.80 2023/07/08 00:56:36 - mmengine - INFO - aerobic pike jump 34.71 2023/07/08 00:56:36 - mmengine - INFO - aerobic straddle jump 39.32 2023/07/08 00:56:36 - mmengine - INFO - aerobic split jump 27.85 2023/07/08 00:56:36 - mmengine - INFO - aerobic scissors leap 44.74 2023/07/08 00:56:36 - mmengine - INFO - aerobic split 40.66 2023/07/08 00:56:36 - mmengine - INFO - aerobic turn 59.36 2023/07/08 00:56:36 - mmengine - INFO - volleyball serve 76.71 2023/07/08 00:56:36 - mmengine - INFO - volleyball block 30.35 2023/07/08 00:56:36 - mmengine - INFO - volleyball first pass 23.53 2023/07/08 00:56:36 - mmengine - INFO - volleyball defend 9.72 2023/07/08 00:56:36 - mmengine - INFO - volleyball protect 0.00 2023/07/08 00:56:36 - mmengine - INFO - volleyball second pass 63.13 2023/07/08 00:56:36 - mmengine - INFO - volleyball adjust 4.76 2023/07/08 00:56:36 - mmengine - INFO - volleyball save 0.00 2023/07/08 00:56:36 - mmengine - INFO - volleyball second attack 0.00 2023/07/08 00:56:36 - mmengine - INFO - volleyball spike 23.98 2023/07/08 00:56:36 - mmengine - INFO - volleyball dink 3.45 2023/07/08 00:56:36 - mmengine - INFO - volleyball no offensive attack 21.18 2023/07/08 00:56:36 - mmengine - INFO - football shoot 0.00 2023/07/08 00:56:36 - mmengine - INFO - football long pass 5.08 2023/07/08 00:56:36 - mmengine - INFO - football short pass 4.97 2023/07/08 00:56:36 - mmengine - INFO - football through pass 0.00 2023/07/08 00:56:36 - mmengine - INFO - football cross 3.41 2023/07/08 00:56:36 - mmengine - INFO - football dribble 24.43 2023/07/08 00:56:36 - mmengine - INFO - football trap 7.00 2023/07/08 00:56:36 - mmengine - INFO - football throw 10.00 2023/07/08 00:56:36 - mmengine - INFO - football diving 5.13 2023/07/08 00:56:36 - mmengine - INFO - football tackle 0.00 2023/07/08 00:56:36 - mmengine - INFO - football steal 0.00 2023/07/08 00:56:36 - mmengine - INFO - football clearance 2.78 2023/07/08 00:56:36 - mmengine - INFO - football block 0.00 2023/07/08 00:56:36 - mmengine - INFO - football press 1.31 2023/07/08 00:56:36 - mmengine - INFO - football aerial duels 1.54 2023/07/08 00:56:36 - mmengine - INFO - basketball pass 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball drive 3.41 2023/07/08 00:56:36 - mmengine - INFO - basketball dribble 34.72 2023/07/08 00:56:36 - mmengine - INFO - basketball 3-point shot 23.04 2023/07/08 00:56:36 - mmengine - INFO - basketball 2-point shot 10.55 2023/07/08 00:56:36 - mmengine - INFO - basketball free throw 65.18 2023/07/08 00:56:36 - mmengine - INFO - basketball block 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball offensive rebound 6.25 2023/07/08 00:56:36 - mmengine - INFO - basketball defensive rebound 21.46 2023/07/08 00:56:36 - mmengine - INFO - basketball pass steal 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball dribble steal 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball interfere shot 2.14 2023/07/08 00:56:36 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball sag 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball screen 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/08 00:56:36 - mmengine - INFO - mAP 23.13 2023/07/08 00:56:36 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/08 00:56:36 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/08 00:56:36 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/08 00:56:36 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/08 00:56:36 - mmengine - INFO - do not evaluatebasketball save 2023/07/08 00:56:36 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/08 00:56:36 - mmengine - INFO - VideoAP_0.5 2023/07/08 00:56:36 - mmengine - INFO - aerobic push up 75.00 2023/07/08 00:56:36 - mmengine - INFO - aerobic explosive push up 73.89 2023/07/08 00:56:36 - mmengine - INFO - aerobic explosive support 56.29 2023/07/08 00:56:36 - mmengine - INFO - aerobic leg circle 36.40 2023/07/08 00:56:36 - mmengine - INFO - aerobic helicopter 43.08 2023/07/08 00:56:36 - mmengine - INFO - aerobic support 62.99 2023/07/08 00:56:36 - mmengine - INFO - aerobic v support 16.52 2023/07/08 00:56:36 - mmengine - INFO - aerobic horizontal support 28.41 2023/07/08 00:56:36 - mmengine - INFO - aerobic straight jump 32.35 2023/07/08 00:56:36 - mmengine - INFO - aerobic illusion 42.11 2023/07/08 00:56:36 - mmengine - INFO - aerobic bent leg(s) jump 29.32 2023/07/08 00:56:36 - mmengine - INFO - aerobic pike jump 20.15 2023/07/08 00:56:36 - mmengine - INFO - aerobic straddle jump 35.05 2023/07/08 00:56:36 - mmengine - INFO - aerobic split jump 26.54 2023/07/08 00:56:36 - mmengine - INFO - aerobic scissors leap 36.34 2023/07/08 00:56:36 - mmengine - INFO - aerobic split 27.15 2023/07/08 00:56:36 - mmengine - INFO - aerobic turn 52.54 2023/07/08 00:56:36 - mmengine - INFO - volleyball serve 61.88 2023/07/08 00:56:36 - mmengine - INFO - volleyball block 26.73 2023/07/08 00:56:36 - mmengine - INFO - volleyball first pass 22.36 2023/07/08 00:56:36 - mmengine - INFO - volleyball defend 8.06 2023/07/08 00:56:36 - mmengine - INFO - volleyball protect 0.00 2023/07/08 00:56:36 - mmengine - INFO - volleyball second pass 59.77 2023/07/08 00:56:36 - mmengine - INFO - volleyball adjust 4.76 2023/07/08 00:56:36 - mmengine - INFO - volleyball save 0.00 2023/07/08 00:56:36 - mmengine - INFO - volleyball second attack 0.00 2023/07/08 00:56:36 - mmengine - INFO - volleyball spike 23.18 2023/07/08 00:56:36 - mmengine - INFO - volleyball dink 3.45 2023/07/08 00:56:36 - mmengine - INFO - volleyball no offensive attack 12.94 2023/07/08 00:56:36 - mmengine - INFO - football shoot 0.00 2023/07/08 00:56:36 - mmengine - INFO - football long pass 5.08 2023/07/08 00:56:36 - mmengine - INFO - football short pass 3.69 2023/07/08 00:56:36 - mmengine - INFO - football through pass 0.00 2023/07/08 00:56:36 - mmengine - INFO - football cross 3.41 2023/07/08 00:56:36 - mmengine - INFO - football dribble 8.42 2023/07/08 00:56:36 - mmengine - INFO - football trap 6.15 2023/07/08 00:56:36 - mmengine - INFO - football throw 10.00 2023/07/08 00:56:36 - mmengine - INFO - football diving 1.28 2023/07/08 00:56:36 - mmengine - INFO - football tackle 0.00 2023/07/08 00:56:36 - mmengine - INFO - football steal 0.00 2023/07/08 00:56:36 - mmengine - INFO - football clearance 2.78 2023/07/08 00:56:36 - mmengine - INFO - football block 0.00 2023/07/08 00:56:36 - mmengine - INFO - football press 0.00 2023/07/08 00:56:36 - mmengine - INFO - football aerial duels 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball pass 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball drive 3.41 2023/07/08 00:56:36 - mmengine - INFO - basketball dribble 12.18 2023/07/08 00:56:36 - mmengine - INFO - basketball 3-point shot 20.43 2023/07/08 00:56:36 - mmengine - INFO - basketball 2-point shot 7.81 2023/07/08 00:56:36 - mmengine - INFO - basketball free throw 28.57 2023/07/08 00:56:36 - mmengine - INFO - basketball block 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball defensive rebound 16.37 2023/07/08 00:56:36 - mmengine - INFO - basketball pass steal 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball dribble steal 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball interfere shot 1.79 2023/07/08 00:56:36 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball sag 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball screen 0.00 2023/07/08 00:56:36 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/08 00:56:36 - mmengine - INFO - mAP 17.48 2023/07/08 00:56:41 - mmengine - INFO - Epoch(val) [6][12617/12617] mAP/frameAP: 36.6041 mAP/v_map@0.2: 23.1283 mAP/v_map@0.5: 17.4771 mAP/v_map_0.05:0.45: 22.1794 mAP/v_map_0.10:0.90: 15.0075 mAP/v_map_0.50:0.95: 8.3024 data_time: 0.0490 time: 0.0868 2023/07/08 00:56:41 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb/best_mAP_frameAP_epoch_3.pth is removed 2023/07/08 00:56:45 - mmengine - INFO - The best checkpoint with 36.6041 mAP/frameAP at 6 epoch is saved to best_mAP_frameAP_epoch_6.pth. 2023/07/08 00:57:31 - mmengine - INFO - Epoch(train) [7][ 20/2255] lr: 1.1250e-03 eta: 2:05:20 time: 2.2824 data_time: 0.5671 memory: 18620 grad_norm: 2.1414 loss: 0.8165 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.8165 2023/07/08 00:58:04 - mmengine - INFO - Epoch(train) [7][ 40/2255] lr: 1.1250e-03 eta: 2:04:47 time: 1.6501 data_time: 0.1024 memory: 18620 grad_norm: 2.1561 loss: 0.7782 recall@thr=0.5: 0.8846 prec@thr=0.5: 0.8846 recall@top3: 0.9615 prec@top3: 0.3205 recall@top5: 0.9615 prec@top5: 0.1923 loss_action_cls: 0.7782 2023/07/08 00:58:38 - mmengine - INFO - Epoch(train) [7][ 60/2255] lr: 1.1250e-03 eta: 2:04:14 time: 1.7214 data_time: 0.0971 memory: 18620 grad_norm: 1.9814 loss: 0.7706 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.7706 2023/07/08 00:59:09 - mmengine - INFO - Epoch(train) [7][ 80/2255] lr: 1.1250e-03 eta: 2:03:39 time: 1.5229 data_time: 0.1043 memory: 18620 grad_norm: 2.2304 loss: 0.6775 recall@thr=0.5: 0.9565 prec@thr=0.5: 0.9565 recall@top3: 0.9565 prec@top3: 0.3188 recall@top5: 0.9565 prec@top5: 0.1913 loss_action_cls: 0.6775 2023/07/08 00:59:43 - mmengine - INFO - Epoch(train) [7][ 100/2255] lr: 1.1250e-03 eta: 2:03:06 time: 1.7153 data_time: 0.1208 memory: 18620 grad_norm: 2.0410 loss: 0.8211 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.7742 recall@top3: 0.8387 prec@top3: 0.2796 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.8211 2023/07/08 01:00:16 - mmengine - INFO - Epoch(train) [7][ 120/2255] lr: 1.1250e-03 eta: 2:02:32 time: 1.6291 data_time: 0.0959 memory: 18620 grad_norm: 1.9024 loss: 0.7461 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8276 prec@top5: 0.1655 loss_action_cls: 0.7461 2023/07/08 01:00:51 - mmengine - INFO - Epoch(train) [7][ 140/2255] lr: 1.1250e-03 eta: 2:01:59 time: 1.7767 data_time: 0.0935 memory: 18620 grad_norm: 1.9613 loss: 0.7064 recall@thr=0.5: 0.9333 prec@thr=0.5: 0.9333 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 0.7064 2023/07/08 01:01:22 - mmengine - INFO - Epoch(train) [7][ 160/2255] lr: 1.1250e-03 eta: 2:01:25 time: 1.5507 data_time: 0.0877 memory: 18620 grad_norm: 2.1374 loss: 0.7274 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.7667 prec@top5: 0.1533 loss_action_cls: 0.7274 2023/07/08 01:01:56 - mmengine - INFO - Epoch(train) [7][ 180/2255] lr: 1.1250e-03 eta: 2:00:52 time: 1.6925 data_time: 0.0993 memory: 18620 grad_norm: 1.8767 loss: 0.6707 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.6897 recall@top3: 0.7931 prec@top3: 0.2644 recall@top5: 0.8276 prec@top5: 0.1655 loss_action_cls: 0.6707 2023/07/08 01:02:27 - mmengine - INFO - Epoch(train) [7][ 200/2255] lr: 1.1250e-03 eta: 2:00:17 time: 1.5563 data_time: 0.0986 memory: 18620 grad_norm: 1.8012 loss: 0.7540 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.7540 2023/07/08 01:03:00 - mmengine - INFO - Epoch(train) [7][ 220/2255] lr: 1.1250e-03 eta: 1:59:44 time: 1.6559 data_time: 0.1029 memory: 18620 grad_norm: 2.0199 loss: 0.7589 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7037 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 0.7589 2023/07/08 01:03:31 - mmengine - INFO - Epoch(train) [7][ 240/2255] lr: 1.1250e-03 eta: 1:59:09 time: 1.5314 data_time: 0.0937 memory: 18620 grad_norm: 1.9808 loss: 0.8119 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.7333 prec@top3: 0.2444 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.8119 2023/07/08 01:04:07 - mmengine - INFO - Epoch(train) [7][ 260/2255] lr: 1.1250e-03 eta: 1:58:36 time: 1.7863 data_time: 0.0911 memory: 18620 grad_norm: 1.7669 loss: 0.7284 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8235 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.7284 2023/07/08 01:04:39 - mmengine - INFO - Epoch(train) [7][ 280/2255] lr: 1.1250e-03 eta: 1:58:03 time: 1.6187 data_time: 0.0930 memory: 18620 grad_norm: 1.6696 loss: 0.8358 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6296 recall@top3: 0.7407 prec@top3: 0.2469 recall@top5: 0.8148 prec@top5: 0.1630 loss_action_cls: 0.8358 2023/07/08 01:05:13 - mmengine - INFO - Epoch(train) [7][ 300/2255] lr: 1.1250e-03 eta: 1:57:29 time: 1.6790 data_time: 0.1156 memory: 18620 grad_norm: 1.8059 loss: 0.8054 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.8054 2023/07/08 01:05:42 - mmengine - INFO - Epoch(train) [7][ 320/2255] lr: 1.1250e-03 eta: 1:56:55 time: 1.4839 data_time: 0.0891 memory: 18620 grad_norm: 1.7575 loss: 0.8383 recall@thr=0.5: 0.9524 prec@thr=0.5: 0.9524 recall@top3: 0.9762 prec@top3: 0.3254 recall@top5: 0.9762 prec@top5: 0.1952 loss_action_cls: 0.8383 2023/07/08 01:06:18 - mmengine - INFO - Epoch(train) [7][ 340/2255] lr: 1.1250e-03 eta: 1:56:22 time: 1.7719 data_time: 0.0796 memory: 18620 grad_norm: 1.6837 loss: 0.7722 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.7722 2023/07/08 01:06:49 - mmengine - INFO - Epoch(train) [7][ 360/2255] lr: 1.1250e-03 eta: 1:55:47 time: 1.5480 data_time: 0.0933 memory: 18620 grad_norm: 1.8168 loss: 0.7106 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8437 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.7106 2023/07/08 01:07:23 - mmengine - INFO - Epoch(train) [7][ 380/2255] lr: 1.1250e-03 eta: 1:55:14 time: 1.7141 data_time: 0.0891 memory: 18620 grad_norm: 1.7276 loss: 0.7558 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9167 recall@top3: 0.9167 prec@top3: 0.3056 recall@top5: 0.9444 prec@top5: 0.1889 loss_action_cls: 0.7558 2023/07/08 01:07:52 - mmengine - INFO - Epoch(train) [7][ 400/2255] lr: 1.1250e-03 eta: 1:54:39 time: 1.4686 data_time: 0.0854 memory: 18620 grad_norm: 1.6304 loss: 0.7156 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.7156 2023/07/08 01:08:27 - mmengine - INFO - Epoch(train) [7][ 420/2255] lr: 1.1250e-03 eta: 1:54:06 time: 1.7096 data_time: 0.0977 memory: 18620 grad_norm: 1.6768 loss: 0.8486 recall@thr=0.5: 0.9032 prec@thr=0.5: 0.9032 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.8486 2023/07/08 01:08:57 - mmengine - INFO - Epoch(train) [7][ 440/2255] lr: 1.1250e-03 eta: 1:53:32 time: 1.5064 data_time: 0.0850 memory: 18620 grad_norm: 1.8114 loss: 0.7732 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.7097 recall@top3: 0.7419 prec@top3: 0.2473 recall@top5: 0.7742 prec@top5: 0.1548 loss_action_cls: 0.7732 2023/07/08 01:09:31 - mmengine - INFO - Epoch(train) [7][ 460/2255] lr: 1.1250e-03 eta: 1:52:59 time: 1.7373 data_time: 0.0896 memory: 18620 grad_norm: 1.7232 loss: 0.9398 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.9398 2023/07/08 01:09:47 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 01:10:01 - mmengine - INFO - Epoch(train) [7][ 480/2255] lr: 1.1250e-03 eta: 1:52:24 time: 1.5021 data_time: 0.0939 memory: 18620 grad_norm: 1.8063 loss: 0.6357 recall@thr=0.5: 0.9130 prec@thr=0.5: 0.9130 recall@top3: 0.9130 prec@top3: 0.3043 recall@top5: 0.9565 prec@top5: 0.1913 loss_action_cls: 0.6357 2023/07/08 01:10:35 - mmengine - INFO - Epoch(train) [7][ 500/2255] lr: 1.1250e-03 eta: 1:51:51 time: 1.6607 data_time: 0.1199 memory: 18620 grad_norm: 1.7373 loss: 0.7556 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.7556 2023/07/08 01:11:05 - mmengine - INFO - Epoch(train) [7][ 520/2255] lr: 1.1250e-03 eta: 1:51:16 time: 1.5087 data_time: 0.0863 memory: 18620 grad_norm: 1.6540 loss: 0.6902 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.6800 recall@top3: 0.7200 prec@top3: 0.2400 recall@top5: 0.7600 prec@top5: 0.1520 loss_action_cls: 0.6902 2023/07/08 01:11:39 - mmengine - INFO - Epoch(train) [7][ 540/2255] lr: 1.1250e-03 eta: 1:50:43 time: 1.7267 data_time: 0.0995 memory: 18620 grad_norm: 1.6665 loss: 0.8306 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.8306 2023/07/08 01:12:09 - mmengine - INFO - Epoch(train) [7][ 560/2255] lr: 1.1250e-03 eta: 1:50:09 time: 1.4825 data_time: 0.0806 memory: 18620 grad_norm: 1.8475 loss: 0.6425 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8065 prec@top5: 0.1613 loss_action_cls: 0.6425 2023/07/08 01:12:44 - mmengine - INFO - Epoch(train) [7][ 580/2255] lr: 1.1250e-03 eta: 1:49:35 time: 1.7300 data_time: 0.0993 memory: 18620 grad_norm: 1.3833 loss: 0.6827 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8205 prec@top3: 0.2735 recall@top5: 0.8205 prec@top5: 0.1641 loss_action_cls: 0.6827 2023/07/08 01:13:14 - mmengine - INFO - Epoch(train) [7][ 600/2255] lr: 1.1250e-03 eta: 1:49:01 time: 1.5051 data_time: 0.0818 memory: 18620 grad_norm: 1.7590 loss: 0.7536 recall@thr=0.5: 0.7838 prec@thr=0.5: 0.7838 recall@top3: 0.8378 prec@top3: 0.2793 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.7536 2023/07/08 01:13:47 - mmengine - INFO - Epoch(train) [7][ 620/2255] lr: 1.1250e-03 eta: 1:48:27 time: 1.6669 data_time: 0.0837 memory: 18620 grad_norm: 1.7651 loss: 0.8209 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8209 2023/07/08 01:14:17 - mmengine - INFO - Epoch(train) [7][ 640/2255] lr: 1.1250e-03 eta: 1:47:53 time: 1.4848 data_time: 0.1009 memory: 18620 grad_norm: 2.0012 loss: 0.8420 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8420 2023/07/08 01:14:51 - mmengine - INFO - Epoch(train) [7][ 660/2255] lr: 1.1250e-03 eta: 1:47:20 time: 1.7223 data_time: 0.1127 memory: 18620 grad_norm: 1.5951 loss: 0.9683 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.7895 recall@top3: 0.8421 prec@top3: 0.2807 recall@top5: 0.8684 prec@top5: 0.1737 loss_action_cls: 0.9683 2023/07/08 01:15:20 - mmengine - INFO - Epoch(train) [7][ 680/2255] lr: 1.1250e-03 eta: 1:46:45 time: 1.4448 data_time: 0.0960 memory: 18620 grad_norm: 1.7773 loss: 0.7660 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.7660 2023/07/08 01:15:54 - mmengine - INFO - Epoch(train) [7][ 700/2255] lr: 1.1250e-03 eta: 1:46:12 time: 1.7064 data_time: 0.0874 memory: 18620 grad_norm: 1.5555 loss: 0.6784 recall@thr=0.5: 0.9667 prec@thr=0.5: 0.9667 recall@top3: 0.9667 prec@top3: 0.3222 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 0.6784 2023/07/08 01:16:25 - mmengine - INFO - Epoch(train) [7][ 720/2255] lr: 1.1250e-03 eta: 1:45:38 time: 1.5170 data_time: 0.0828 memory: 18620 grad_norm: 1.6223 loss: 0.8034 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8034 2023/07/08 01:16:57 - mmengine - INFO - Epoch(train) [7][ 740/2255] lr: 1.1250e-03 eta: 1:45:04 time: 1.6366 data_time: 0.0947 memory: 18620 grad_norm: 1.4481 loss: 0.5916 recall@thr=0.5: 0.9655 prec@thr=0.5: 0.9655 recall@top3: 0.9655 prec@top3: 0.3218 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 0.5916 2023/07/08 01:17:29 - mmengine - INFO - Epoch(train) [7][ 760/2255] lr: 1.1250e-03 eta: 1:44:30 time: 1.5665 data_time: 0.0878 memory: 18620 grad_norm: 1.7233 loss: 0.7678 recall@thr=0.5: 0.9118 prec@thr=0.5: 0.9118 recall@top3: 0.9706 prec@top3: 0.3235 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7678 2023/07/08 01:17:59 - mmengine - INFO - Epoch(train) [7][ 780/2255] lr: 1.1250e-03 eta: 1:43:56 time: 1.5386 data_time: 0.1147 memory: 18620 grad_norm: 1.5904 loss: 0.6069 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.6069 2023/07/08 01:18:28 - mmengine - INFO - Epoch(train) [7][ 800/2255] lr: 1.1250e-03 eta: 1:43:21 time: 1.4473 data_time: 0.0873 memory: 18620 grad_norm: 1.5208 loss: 0.7976 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7308 recall@top3: 0.7692 prec@top3: 0.2564 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 0.7976 2023/07/08 01:19:03 - mmengine - INFO - Epoch(train) [7][ 820/2255] lr: 1.1250e-03 eta: 1:42:48 time: 1.7142 data_time: 0.0946 memory: 18620 grad_norm: 1.6962 loss: 0.7824 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.6562 recall@top3: 0.6875 prec@top3: 0.2292 recall@top5: 0.7188 prec@top5: 0.1437 loss_action_cls: 0.7824 2023/07/08 01:19:33 - mmengine - INFO - Epoch(train) [7][ 840/2255] lr: 1.1250e-03 eta: 1:42:14 time: 1.4995 data_time: 0.0879 memory: 18620 grad_norm: 1.5865 loss: 0.7805 recall@thr=0.5: 0.8919 prec@thr=0.5: 0.8919 recall@top3: 0.9730 prec@top3: 0.3243 recall@top5: 0.9730 prec@top5: 0.1946 loss_action_cls: 0.7805 2023/07/08 01:20:08 - mmengine - INFO - Epoch(train) [7][ 860/2255] lr: 1.1250e-03 eta: 1:41:41 time: 1.7839 data_time: 0.0964 memory: 18620 grad_norm: 1.4588 loss: 0.7658 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.7658 2023/07/08 01:20:36 - mmengine - INFO - Epoch(train) [7][ 880/2255] lr: 1.1250e-03 eta: 1:41:06 time: 1.3743 data_time: 0.0950 memory: 18620 grad_norm: 1.6492 loss: 0.6910 recall@thr=0.5: 0.9302 prec@thr=0.5: 0.9302 recall@top3: 0.9535 prec@top3: 0.3178 recall@top5: 0.9535 prec@top5: 0.1907 loss_action_cls: 0.6910 2023/07/08 01:21:08 - mmengine - INFO - Epoch(train) [7][ 900/2255] lr: 1.1250e-03 eta: 1:40:32 time: 1.5922 data_time: 0.1008 memory: 18620 grad_norm: 1.5209 loss: 0.7515 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8125 recall@top3: 0.8125 prec@top3: 0.2708 recall@top5: 0.8438 prec@top5: 0.1687 loss_action_cls: 0.7515 2023/07/08 01:21:36 - mmengine - INFO - Epoch(train) [7][ 920/2255] lr: 1.1250e-03 eta: 1:39:57 time: 1.4141 data_time: 0.0939 memory: 18620 grad_norm: 1.7295 loss: 0.8060 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8108 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.8649 prec@top5: 0.1730 loss_action_cls: 0.8060 2023/07/08 01:22:06 - mmengine - INFO - Epoch(train) [7][ 940/2255] lr: 1.1250e-03 eta: 1:39:23 time: 1.4778 data_time: 0.1034 memory: 18620 grad_norm: 1.5098 loss: 0.6952 recall@thr=0.5: 0.8696 prec@thr=0.5: 0.8696 recall@top3: 0.9130 prec@top3: 0.3043 recall@top5: 0.9130 prec@top5: 0.1826 loss_action_cls: 0.6952 2023/07/08 01:22:39 - mmengine - INFO - Epoch(train) [7][ 960/2255] lr: 1.1250e-03 eta: 1:38:50 time: 1.6633 data_time: 0.3056 memory: 18620 grad_norm: 1.7158 loss: 0.6594 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8889 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.6594 2023/07/08 01:23:13 - mmengine - INFO - Epoch(train) [7][ 980/2255] lr: 1.1250e-03 eta: 1:38:16 time: 1.7316 data_time: 0.1029 memory: 18620 grad_norm: 1.7329 loss: 0.6148 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.8889 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 0.6148 2023/07/08 01:23:42 - mmengine - INFO - Epoch(train) [7][1000/2255] lr: 1.1250e-03 eta: 1:37:42 time: 1.4221 data_time: 0.0869 memory: 18620 grad_norm: 1.7158 loss: 0.7247 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.7247 2023/07/08 01:24:13 - mmengine - INFO - Epoch(train) [7][1020/2255] lr: 1.1250e-03 eta: 1:37:08 time: 1.5730 data_time: 0.1049 memory: 18620 grad_norm: 1.7019 loss: 0.6805 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.8800 prec@top5: 0.1760 loss_action_cls: 0.6805 2023/07/08 01:24:40 - mmengine - INFO - Epoch(train) [7][1040/2255] lr: 1.1250e-03 eta: 1:36:33 time: 1.3276 data_time: 0.2118 memory: 18620 grad_norm: 1.7242 loss: 0.5861 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.5861 2023/07/08 01:25:14 - mmengine - INFO - Epoch(train) [7][1060/2255] lr: 1.1250e-03 eta: 1:36:00 time: 1.7232 data_time: 0.2003 memory: 18620 grad_norm: 1.5630 loss: 0.8022 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.8022 2023/07/08 01:25:46 - mmengine - INFO - Epoch(train) [7][1080/2255] lr: 1.1250e-03 eta: 1:35:26 time: 1.5597 data_time: 0.0731 memory: 18620 grad_norm: 1.6518 loss: 0.6916 recall@thr=0.5: 0.9231 prec@thr=0.5: 0.9231 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.6916 2023/07/08 01:26:18 - mmengine - INFO - Epoch(train) [7][1100/2255] lr: 1.1250e-03 eta: 1:34:52 time: 1.6220 data_time: 0.0817 memory: 18620 grad_norm: 1.6598 loss: 0.7541 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8387 prec@top5: 0.1677 loss_action_cls: 0.7541 2023/07/08 01:26:47 - mmengine - INFO - Epoch(train) [7][1120/2255] lr: 1.1250e-03 eta: 1:34:18 time: 1.4592 data_time: 0.0758 memory: 18620 grad_norm: 1.4390 loss: 0.7052 recall@thr=0.5: 0.7429 prec@thr=0.5: 0.7429 recall@top3: 0.7714 prec@top3: 0.2571 recall@top5: 0.8286 prec@top5: 0.1657 loss_action_cls: 0.7052 2023/07/08 01:27:20 - mmengine - INFO - Epoch(train) [7][1140/2255] lr: 1.1250e-03 eta: 1:33:44 time: 1.6196 data_time: 0.1025 memory: 18620 grad_norm: 1.7211 loss: 0.8485 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6000 recall@top3: 0.7000 prec@top3: 0.2333 recall@top5: 0.8500 prec@top5: 0.1700 loss_action_cls: 0.8485 2023/07/08 01:27:49 - mmengine - INFO - Epoch(train) [7][1160/2255] lr: 1.1250e-03 eta: 1:33:10 time: 1.4808 data_time: 0.1908 memory: 18620 grad_norm: 1.4458 loss: 0.7728 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.8824 recall@top3: 0.9412 prec@top3: 0.3137 recall@top5: 0.9412 prec@top5: 0.1882 loss_action_cls: 0.7728 2023/07/08 01:28:21 - mmengine - INFO - Epoch(train) [7][1180/2255] lr: 1.1250e-03 eta: 1:32:36 time: 1.5731 data_time: 0.2864 memory: 18620 grad_norm: 1.6537 loss: 0.6500 recall@thr=0.5: 0.8649 prec@thr=0.5: 0.8649 recall@top3: 0.8919 prec@top3: 0.2973 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.6500 2023/07/08 01:28:51 - mmengine - INFO - Epoch(train) [7][1200/2255] lr: 1.1250e-03 eta: 1:32:02 time: 1.5115 data_time: 0.3313 memory: 18620 grad_norm: 1.5312 loss: 0.7455 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.7455 2023/07/08 01:29:23 - mmengine - INFO - Epoch(train) [7][1220/2255] lr: 1.1250e-03 eta: 1:31:28 time: 1.6009 data_time: 0.3210 memory: 18620 grad_norm: 1.3931 loss: 0.7238 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7238 2023/07/08 01:29:53 - mmengine - INFO - Epoch(train) [7][1240/2255] lr: 1.1250e-03 eta: 1:30:54 time: 1.4834 data_time: 0.0681 memory: 18620 grad_norm: 1.7383 loss: 0.8003 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.6957 recall@top3: 0.8261 prec@top3: 0.2754 recall@top5: 0.8696 prec@top5: 0.1739 loss_action_cls: 0.8003 2023/07/08 01:30:26 - mmengine - INFO - Epoch(train) [7][1260/2255] lr: 1.1250e-03 eta: 1:30:21 time: 1.6661 data_time: 0.0830 memory: 18620 grad_norm: 1.4940 loss: 0.8742 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.6562 prec@top3: 0.2187 recall@top5: 0.6562 prec@top5: 0.1312 loss_action_cls: 0.8742 2023/07/08 01:30:54 - mmengine - INFO - Epoch(train) [7][1280/2255] lr: 1.1250e-03 eta: 1:29:47 time: 1.4235 data_time: 0.0949 memory: 18620 grad_norm: 1.6439 loss: 0.8447 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.8447 2023/07/08 01:31:28 - mmengine - INFO - Epoch(train) [7][1300/2255] lr: 1.1250e-03 eta: 1:29:13 time: 1.6648 data_time: 0.0947 memory: 18620 grad_norm: 1.6828 loss: 0.7495 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8611 prec@top5: 0.1722 loss_action_cls: 0.7495 2023/07/08 01:31:57 - mmengine - INFO - Epoch(train) [7][1320/2255] lr: 1.1250e-03 eta: 1:28:39 time: 1.4744 data_time: 0.0744 memory: 18620 grad_norm: 1.6182 loss: 0.7351 recall@thr=0.5: 0.9474 prec@thr=0.5: 0.9474 recall@top3: 0.9474 prec@top3: 0.3158 recall@top5: 0.9737 prec@top5: 0.1947 loss_action_cls: 0.7351 2023/07/08 01:32:29 - mmengine - INFO - Epoch(train) [7][1340/2255] lr: 1.1250e-03 eta: 1:28:05 time: 1.5744 data_time: 0.0923 memory: 18620 grad_norm: 1.7332 loss: 0.7943 recall@thr=0.5: 0.7805 prec@thr=0.5: 0.7805 recall@top3: 0.8049 prec@top3: 0.2683 recall@top5: 0.8293 prec@top5: 0.1659 loss_action_cls: 0.7943 2023/07/08 01:33:00 - mmengine - INFO - Epoch(train) [7][1360/2255] lr: 1.1250e-03 eta: 1:27:31 time: 1.5448 data_time: 0.0782 memory: 18620 grad_norm: 1.5744 loss: 0.8826 recall@thr=0.5: 0.8649 prec@thr=0.5: 0.8649 recall@top3: 0.9459 prec@top3: 0.3153 recall@top5: 0.9730 prec@top5: 0.1946 loss_action_cls: 0.8826 2023/07/08 01:33:32 - mmengine - INFO - Epoch(train) [7][1380/2255] lr: 1.1250e-03 eta: 1:26:58 time: 1.6145 data_time: 0.1147 memory: 18620 grad_norm: 1.4229 loss: 0.8803 recall@thr=0.5: 0.5909 prec@thr=0.5: 0.5909 recall@top3: 0.6818 prec@top3: 0.2273 recall@top5: 0.7727 prec@top5: 0.1545 loss_action_cls: 0.8803 2023/07/08 01:34:02 - mmengine - INFO - Epoch(train) [7][1400/2255] lr: 1.1250e-03 eta: 1:26:24 time: 1.4927 data_time: 0.0850 memory: 18620 grad_norm: 1.6055 loss: 0.7646 recall@thr=0.5: 0.9231 prec@thr=0.5: 0.9231 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.7646 2023/07/08 01:34:34 - mmengine - INFO - Epoch(train) [7][1420/2255] lr: 1.1250e-03 eta: 1:25:50 time: 1.6170 data_time: 0.0806 memory: 18620 grad_norm: 1.6844 loss: 0.7196 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8500 recall@top3: 0.8500 prec@top3: 0.2833 recall@top5: 0.9500 prec@top5: 0.1900 loss_action_cls: 0.7196 2023/07/08 01:35:03 - mmengine - INFO - Epoch(train) [7][1440/2255] lr: 1.1250e-03 eta: 1:25:16 time: 1.4477 data_time: 0.0771 memory: 18620 grad_norm: 1.5731 loss: 0.6980 recall@thr=0.5: 0.8049 prec@thr=0.5: 0.8049 recall@top3: 0.8537 prec@top3: 0.2846 recall@top5: 0.9024 prec@top5: 0.1805 loss_action_cls: 0.6980 2023/07/08 01:35:34 - mmengine - INFO - Epoch(train) [7][1460/2255] lr: 1.1250e-03 eta: 1:24:42 time: 1.5512 data_time: 0.0894 memory: 18620 grad_norm: 1.7324 loss: 0.6781 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.9000 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 0.6781 2023/07/08 01:35:48 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 01:36:04 - mmengine - INFO - Epoch(train) [7][1480/2255] lr: 1.1250e-03 eta: 1:24:08 time: 1.4765 data_time: 0.0762 memory: 18620 grad_norm: 1.4758 loss: 0.6218 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 0.6218 2023/07/08 01:36:38 - mmengine - INFO - Epoch(train) [7][1500/2255] lr: 1.1250e-03 eta: 1:23:35 time: 1.7055 data_time: 0.0837 memory: 18620 grad_norm: 1.5624 loss: 0.7723 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6250 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.7917 prec@top5: 0.1583 loss_action_cls: 0.7723 2023/07/08 01:37:07 - mmengine - INFO - Epoch(train) [7][1520/2255] lr: 1.1250e-03 eta: 1:23:01 time: 1.4571 data_time: 0.0717 memory: 18620 grad_norm: 1.4027 loss: 0.7039 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.7039 2023/07/08 01:37:39 - mmengine - INFO - Epoch(train) [7][1540/2255] lr: 1.1250e-03 eta: 1:22:27 time: 1.6301 data_time: 0.0940 memory: 18620 grad_norm: 1.4969 loss: 0.6329 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.9000 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 0.6329 2023/07/08 01:38:08 - mmengine - INFO - Epoch(train) [7][1560/2255] lr: 1.1250e-03 eta: 1:21:53 time: 1.4447 data_time: 0.0942 memory: 18620 grad_norm: 1.6399 loss: 0.6883 recall@thr=0.5: 0.9259 prec@thr=0.5: 0.9259 recall@top3: 0.9630 prec@top3: 0.3210 recall@top5: 0.9630 prec@top5: 0.1926 loss_action_cls: 0.6883 2023/07/08 01:38:40 - mmengine - INFO - Epoch(train) [7][1580/2255] lr: 1.1250e-03 eta: 1:21:19 time: 1.5672 data_time: 0.0961 memory: 18620 grad_norm: 1.5104 loss: 0.6914 recall@thr=0.5: 0.8710 prec@thr=0.5: 0.8710 recall@top3: 0.9677 prec@top3: 0.3226 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.6914 2023/07/08 01:39:11 - mmengine - INFO - Epoch(train) [7][1600/2255] lr: 1.1250e-03 eta: 1:20:46 time: 1.5515 data_time: 0.3937 memory: 18620 grad_norm: 1.6117 loss: 0.6450 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9333 prec@top3: 0.3111 recall@top5: 0.9667 prec@top5: 0.1933 loss_action_cls: 0.6450 2023/07/08 01:39:41 - mmengine - INFO - Epoch(train) [7][1620/2255] lr: 1.1250e-03 eta: 1:20:12 time: 1.5354 data_time: 0.3037 memory: 18620 grad_norm: 1.7977 loss: 0.5800 recall@thr=0.5: 0.9091 prec@thr=0.5: 0.9091 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 0.5800 2023/07/08 01:40:11 - mmengine - INFO - Epoch(train) [7][1640/2255] lr: 1.1250e-03 eta: 1:19:38 time: 1.4821 data_time: 0.0802 memory: 18620 grad_norm: 1.2845 loss: 0.8663 recall@thr=0.5: 0.9231 prec@thr=0.5: 0.9231 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.8663 2023/07/08 01:40:43 - mmengine - INFO - Epoch(train) [7][1660/2255] lr: 1.1250e-03 eta: 1:19:04 time: 1.6231 data_time: 0.1770 memory: 18620 grad_norm: 1.5410 loss: 0.7198 recall@thr=0.5: 0.8649 prec@thr=0.5: 0.8649 recall@top3: 0.8649 prec@top3: 0.2883 recall@top5: 0.8919 prec@top5: 0.1784 loss_action_cls: 0.7198 2023/07/08 01:41:14 - mmengine - INFO - Epoch(train) [7][1680/2255] lr: 1.1250e-03 eta: 1:18:30 time: 1.5031 data_time: 0.3327 memory: 18620 grad_norm: 1.2911 loss: 0.7065 recall@thr=0.5: 0.9429 prec@thr=0.5: 0.9429 recall@top3: 0.9714 prec@top3: 0.3238 recall@top5: 0.9714 prec@top5: 0.1943 loss_action_cls: 0.7065 2023/07/08 01:41:48 - mmengine - INFO - Epoch(train) [7][1700/2255] lr: 1.1250e-03 eta: 1:17:57 time: 1.7078 data_time: 0.6160 memory: 18620 grad_norm: 1.5930 loss: 0.8151 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.9643 prec@top3: 0.3214 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.8151 2023/07/08 01:42:15 - mmengine - INFO - Epoch(train) [7][1720/2255] lr: 1.1250e-03 eta: 1:17:23 time: 1.3541 data_time: 0.2705 memory: 18620 grad_norm: 1.5957 loss: 0.7219 recall@thr=0.5: 0.8800 prec@thr=0.5: 0.8800 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7219 2023/07/08 01:42:50 - mmengine - INFO - Epoch(train) [7][1740/2255] lr: 1.1250e-03 eta: 1:16:50 time: 1.7376 data_time: 0.5935 memory: 18620 grad_norm: 1.4127 loss: 0.8116 recall@thr=0.5: 0.8966 prec@thr=0.5: 0.8966 recall@top3: 0.9310 prec@top3: 0.3103 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 0.8116 2023/07/08 01:43:17 - mmengine - INFO - Epoch(train) [7][1760/2255] lr: 1.1250e-03 eta: 1:16:16 time: 1.3718 data_time: 0.2895 memory: 18620 grad_norm: 1.6625 loss: 0.7562 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7059 recall@top3: 0.7059 prec@top3: 0.2353 recall@top5: 0.7647 prec@top5: 0.1529 loss_action_cls: 0.7562 2023/07/08 01:43:49 - mmengine - INFO - Epoch(train) [7][1780/2255] lr: 1.1250e-03 eta: 1:15:42 time: 1.6181 data_time: 0.5538 memory: 18620 grad_norm: 1.5253 loss: 0.6461 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8250 prec@top3: 0.2750 recall@top5: 0.8500 prec@top5: 0.1700 loss_action_cls: 0.6461 2023/07/08 01:44:18 - mmengine - INFO - Epoch(train) [7][1800/2255] lr: 1.1250e-03 eta: 1:15:08 time: 1.4497 data_time: 0.3451 memory: 18620 grad_norm: 1.7275 loss: 0.6503 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.6503 2023/07/08 01:44:48 - mmengine - INFO - Epoch(train) [7][1820/2255] lr: 1.1250e-03 eta: 1:14:34 time: 1.4800 data_time: 0.3966 memory: 18620 grad_norm: 1.6118 loss: 0.8144 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.8144 2023/07/08 01:45:18 - mmengine - INFO - Epoch(train) [7][1840/2255] lr: 1.1250e-03 eta: 1:14:00 time: 1.5073 data_time: 0.4382 memory: 18620 grad_norm: 1.5876 loss: 0.6652 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8529 recall@top3: 0.9118 prec@top3: 0.3039 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 0.6652 2023/07/08 01:45:53 - mmengine - INFO - Epoch(train) [7][1860/2255] lr: 1.1250e-03 eta: 1:13:27 time: 1.7526 data_time: 0.7196 memory: 18620 grad_norm: 1.5347 loss: 0.7352 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.7352 2023/07/08 01:46:20 - mmengine - INFO - Epoch(train) [7][1880/2255] lr: 1.1250e-03 eta: 1:12:53 time: 1.3254 data_time: 0.2322 memory: 18620 grad_norm: 1.6217 loss: 0.7135 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9167 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.7135 2023/07/08 01:46:54 - mmengine - INFO - Epoch(train) [7][1900/2255] lr: 1.1250e-03 eta: 1:12:20 time: 1.7385 data_time: 0.2743 memory: 18620 grad_norm: 1.5187 loss: 0.8513 recall@thr=0.5: 0.5455 prec@thr=0.5: 0.5455 recall@top3: 0.6364 prec@top3: 0.2121 recall@top5: 0.7273 prec@top5: 0.1455 loss_action_cls: 0.8513 2023/07/08 01:47:25 - mmengine - INFO - Epoch(train) [7][1920/2255] lr: 1.1250e-03 eta: 1:11:46 time: 1.5150 data_time: 0.0905 memory: 18620 grad_norm: 1.4587 loss: 0.7561 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.7561 2023/07/08 01:47:57 - mmengine - INFO - Epoch(train) [7][1940/2255] lr: 1.1250e-03 eta: 1:11:13 time: 1.6032 data_time: 0.1012 memory: 18620 grad_norm: 1.4873 loss: 0.6409 recall@thr=0.5: 0.7931 prec@thr=0.5: 0.7931 recall@top3: 0.8966 prec@top3: 0.2989 recall@top5: 0.9310 prec@top5: 0.1862 loss_action_cls: 0.6409 2023/07/08 01:48:25 - mmengine - INFO - Epoch(train) [7][1960/2255] lr: 1.1250e-03 eta: 1:10:39 time: 1.4175 data_time: 0.0846 memory: 18620 grad_norm: 1.3945 loss: 0.6982 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.6982 2023/07/08 01:48:57 - mmengine - INFO - Epoch(train) [7][1980/2255] lr: 1.1250e-03 eta: 1:10:05 time: 1.5976 data_time: 0.1070 memory: 18620 grad_norm: 1.5764 loss: 0.6794 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7500 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.6794 2023/07/08 01:49:25 - mmengine - INFO - Epoch(train) [7][2000/2255] lr: 1.1250e-03 eta: 1:09:31 time: 1.4105 data_time: 0.0800 memory: 18620 grad_norm: 1.5153 loss: 0.6267 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.7692 prec@top3: 0.2564 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.6267 2023/07/08 01:49:59 - mmengine - INFO - Epoch(train) [7][2020/2255] lr: 1.1250e-03 eta: 1:08:58 time: 1.6813 data_time: 0.0970 memory: 18620 grad_norm: 1.7484 loss: 0.7864 recall@thr=0.5: 0.8378 prec@thr=0.5: 0.8378 recall@top3: 0.8919 prec@top3: 0.2973 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.7864 2023/07/08 01:50:27 - mmengine - INFO - Epoch(train) [7][2040/2255] lr: 1.1250e-03 eta: 1:08:24 time: 1.3832 data_time: 0.0875 memory: 18620 grad_norm: 1.5402 loss: 0.6671 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.8788 prec@top5: 0.1758 loss_action_cls: 0.6671 2023/07/08 01:50:59 - mmengine - INFO - Epoch(train) [7][2060/2255] lr: 1.1250e-03 eta: 1:07:50 time: 1.6142 data_time: 0.1023 memory: 18620 grad_norm: 1.1579 loss: 0.7417 recall@thr=0.5: 0.9231 prec@thr=0.5: 0.9231 recall@top3: 0.9487 prec@top3: 0.3162 recall@top5: 0.9487 prec@top5: 0.1897 loss_action_cls: 0.7417 2023/07/08 01:51:29 - mmengine - INFO - Epoch(train) [7][2080/2255] lr: 1.1250e-03 eta: 1:07:17 time: 1.5139 data_time: 0.1038 memory: 18620 grad_norm: 1.5395 loss: 0.7903 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7667 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.7903 2023/07/08 01:52:00 - mmengine - INFO - Epoch(train) [7][2100/2255] lr: 1.1250e-03 eta: 1:06:43 time: 1.5423 data_time: 0.0994 memory: 18620 grad_norm: 1.6412 loss: 0.6678 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.7436 recall@top3: 0.7436 prec@top3: 0.2479 recall@top5: 0.7692 prec@top5: 0.1538 loss_action_cls: 0.6678 2023/07/08 01:52:28 - mmengine - INFO - Epoch(train) [7][2120/2255] lr: 1.1250e-03 eta: 1:06:09 time: 1.4077 data_time: 0.0870 memory: 18620 grad_norm: 1.7062 loss: 0.6546 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.7826 recall@top3: 0.7826 prec@top3: 0.2609 recall@top5: 0.8696 prec@top5: 0.1739 loss_action_cls: 0.6546 2023/07/08 01:53:00 - mmengine - INFO - Epoch(train) [7][2140/2255] lr: 1.1250e-03 eta: 1:05:36 time: 1.5987 data_time: 0.4938 memory: 18620 grad_norm: 1.6658 loss: 0.7277 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.7277 2023/07/08 01:53:31 - mmengine - INFO - Epoch(train) [7][2160/2255] lr: 1.1250e-03 eta: 1:05:02 time: 1.5285 data_time: 0.4578 memory: 18620 grad_norm: 1.5267 loss: 0.6823 recall@thr=0.5: 0.9200 prec@thr=0.5: 0.9200 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.6823 2023/07/08 01:54:01 - mmengine - INFO - Epoch(train) [7][2180/2255] lr: 1.1250e-03 eta: 1:04:29 time: 1.5278 data_time: 0.4500 memory: 18620 grad_norm: 1.6708 loss: 0.6314 recall@thr=0.5: 0.8846 prec@thr=0.5: 0.8846 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.6314 2023/07/08 01:54:31 - mmengine - INFO - Epoch(train) [7][2200/2255] lr: 1.1250e-03 eta: 1:03:55 time: 1.4840 data_time: 0.3025 memory: 18620 grad_norm: 1.4731 loss: 0.7729 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.8857 prec@top3: 0.2952 recall@top5: 0.8857 prec@top5: 0.1771 loss_action_cls: 0.7729 2023/07/08 01:55:01 - mmengine - INFO - Epoch(train) [7][2220/2255] lr: 1.1250e-03 eta: 1:03:21 time: 1.5088 data_time: 0.2359 memory: 18620 grad_norm: 1.3959 loss: 0.8059 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8235 prec@top5: 0.1647 loss_action_cls: 0.8059 2023/07/08 01:55:30 - mmengine - INFO - Epoch(train) [7][2240/2255] lr: 1.1250e-03 eta: 1:02:47 time: 1.4471 data_time: 0.0821 memory: 18620 grad_norm: 1.9366 loss: 0.7465 recall@thr=0.5: 0.8919 prec@thr=0.5: 0.8919 recall@top3: 0.9730 prec@top3: 0.3243 recall@top5: 0.9730 prec@top5: 0.1946 loss_action_cls: 0.7465 2023/07/08 01:55:47 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 01:55:47 - mmengine - INFO - Epoch(train) [7][2255/2255] lr: 1.1250e-03 eta: 1:02:21 time: 1.1427 data_time: 0.0523 memory: 18620 grad_norm: 1.7110 loss: 0.8065 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8077 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.8065 2023/07/08 01:55:47 - mmengine - INFO - Saving checkpoint at 7 epochs 2023/07/08 01:55:54 - mmengine - INFO - Epoch(val) [7][ 20/12617] eta: 0:21:19 time: 0.1016 data_time: 0.0608 memory: 730 2023/07/08 01:55:56 - mmengine - INFO - Epoch(val) [7][ 40/12617] eta: 0:19:46 time: 0.0871 data_time: 0.0478 memory: 730 2023/07/08 01:55:57 - mmengine - INFO - Epoch(val) [7][ 60/12617] eta: 0:18:28 time: 0.0761 data_time: 0.0361 memory: 730 2023/07/08 01:55:59 - mmengine - INFO - Epoch(val) [7][ 80/12617] eta: 0:18:00 time: 0.0799 data_time: 0.0424 memory: 730 2023/07/08 01:56:00 - mmengine - INFO - Epoch(val) [7][ 100/12617] eta: 0:17:34 time: 0.0766 data_time: 0.0373 memory: 730 2023/07/08 01:56:02 - mmengine - INFO - Epoch(val) [7][ 120/12617] eta: 0:16:59 time: 0.0683 data_time: 0.0266 memory: 730 2023/07/08 01:56:03 - mmengine - INFO - Epoch(val) [7][ 140/12617] eta: 0:16:53 time: 0.0788 data_time: 0.0408 memory: 730 2023/07/08 01:56:05 - mmengine - INFO - Epoch(val) [7][ 160/12617] eta: 0:16:29 time: 0.0668 data_time: 0.0269 memory: 730 2023/07/08 01:56:06 - mmengine - INFO - Epoch(val) [7][ 180/12617] eta: 0:16:22 time: 0.0759 data_time: 0.0366 memory: 730 2023/07/08 01:56:08 - mmengine - INFO - Epoch(val) [7][ 200/12617] eta: 0:16:02 time: 0.0641 data_time: 0.0252 memory: 730 2023/07/08 01:56:09 - mmengine - INFO - Epoch(val) [7][ 220/12617] eta: 0:16:08 time: 0.0837 data_time: 0.0460 memory: 730 2023/07/08 01:56:11 - mmengine - INFO - Epoch(val) [7][ 240/12617] eta: 0:15:56 time: 0.0682 data_time: 0.0286 memory: 730 2023/07/08 01:56:12 - mmengine - INFO - Epoch(val) [7][ 260/12617] eta: 0:15:53 time: 0.0762 data_time: 0.0375 memory: 730 2023/07/08 01:56:14 - mmengine - INFO - Epoch(val) [7][ 280/12617] eta: 0:15:49 time: 0.0745 data_time: 0.0372 memory: 730 2023/07/08 01:56:15 - mmengine - INFO - Epoch(val) [7][ 300/12617] eta: 0:15:51 time: 0.0808 data_time: 0.0427 memory: 730 2023/07/08 01:56:17 - mmengine - INFO - Epoch(val) [7][ 320/12617] eta: 0:15:42 time: 0.0675 data_time: 0.0283 memory: 730 2023/07/08 01:56:18 - mmengine - INFO - Epoch(val) [7][ 340/12617] eta: 0:15:36 time: 0.0707 data_time: 0.0309 memory: 730 2023/07/08 01:56:19 - mmengine - INFO - Epoch(val) [7][ 360/12617] eta: 0:15:27 time: 0.0648 data_time: 0.0252 memory: 730 2023/07/08 01:56:21 - mmengine - INFO - Epoch(val) [7][ 380/12617] eta: 0:15:28 time: 0.0798 data_time: 0.0401 memory: 730 2023/07/08 01:56:23 - mmengine - INFO - Epoch(val) [7][ 400/12617] eta: 0:15:26 time: 0.0752 data_time: 0.0370 memory: 730 2023/07/08 01:56:24 - mmengine - INFO - Epoch(val) [7][ 420/12617] eta: 0:15:24 time: 0.0759 data_time: 0.0372 memory: 730 2023/07/08 01:56:26 - mmengine - INFO - Epoch(val) [7][ 440/12617] eta: 0:15:25 time: 0.0788 data_time: 0.0402 memory: 730 2023/07/08 01:56:27 - mmengine - INFO - Epoch(val) [7][ 460/12617] eta: 0:15:24 time: 0.0772 data_time: 0.0371 memory: 730 2023/07/08 01:56:29 - mmengine - INFO - Epoch(val) [7][ 480/12617] eta: 0:15:23 time: 0.0772 data_time: 0.0355 memory: 730 2023/07/08 01:56:30 - mmengine - INFO - Epoch(val) [7][ 500/12617] eta: 0:15:25 time: 0.0845 data_time: 0.0471 memory: 730 2023/07/08 01:56:32 - mmengine - INFO - Epoch(val) [7][ 520/12617] eta: 0:15:20 time: 0.0670 data_time: 0.0298 memory: 730 2023/07/08 01:56:33 - mmengine - INFO - Epoch(val) [7][ 540/12617] eta: 0:15:19 time: 0.0777 data_time: 0.0383 memory: 730 2023/07/08 01:56:35 - mmengine - INFO - Epoch(val) [7][ 560/12617] eta: 0:15:11 time: 0.0606 data_time: 0.0229 memory: 730 2023/07/08 01:56:36 - mmengine - INFO - Epoch(val) [7][ 580/12617] eta: 0:15:07 time: 0.0718 data_time: 0.0321 memory: 730 2023/07/08 01:56:37 - mmengine - INFO - Epoch(val) [7][ 600/12617] eta: 0:15:01 time: 0.0618 data_time: 0.0229 memory: 730 2023/07/08 01:56:39 - mmengine - INFO - Epoch(val) [7][ 620/12617] eta: 0:14:57 time: 0.0708 data_time: 0.0301 memory: 730 2023/07/08 01:56:40 - mmengine - INFO - Epoch(val) [7][ 640/12617] eta: 0:14:55 time: 0.0715 data_time: 0.0317 memory: 730 2023/07/08 01:56:42 - mmengine - INFO - Epoch(val) [7][ 660/12617] eta: 0:14:51 time: 0.0688 data_time: 0.0292 memory: 730 2023/07/08 01:56:43 - mmengine - INFO - Epoch(val) [7][ 680/12617] eta: 0:14:55 time: 0.0908 data_time: 0.0520 memory: 730 2023/07/08 01:56:46 - mmengine - INFO - Epoch(val) [7][ 700/12617] eta: 0:15:04 time: 0.1052 data_time: 0.0665 memory: 730 2023/07/08 01:56:47 - mmengine - INFO - Epoch(val) [7][ 720/12617] eta: 0:15:02 time: 0.0748 data_time: 0.0360 memory: 730 2023/07/08 01:56:48 - mmengine - INFO - Epoch(val) [7][ 740/12617] eta: 0:14:59 time: 0.0709 data_time: 0.0311 memory: 730 2023/07/08 01:56:50 - mmengine - INFO - Epoch(val) [7][ 760/12617] eta: 0:14:57 time: 0.0757 data_time: 0.0379 memory: 730 2023/07/08 01:56:52 - mmengine - INFO - Epoch(val) [7][ 780/12617] eta: 0:15:03 time: 0.0983 data_time: 0.0595 memory: 730 2023/07/08 01:56:53 - mmengine - INFO - Epoch(val) [7][ 800/12617] eta: 0:15:00 time: 0.0731 data_time: 0.0335 memory: 730 2023/07/08 01:56:55 - mmengine - INFO - Epoch(val) [7][ 820/12617] eta: 0:15:01 time: 0.0851 data_time: 0.0428 memory: 730 2023/07/08 01:56:57 - mmengine - INFO - Epoch(val) [7][ 840/12617] eta: 0:15:01 time: 0.0814 data_time: 0.0419 memory: 730 2023/07/08 01:56:58 - mmengine - INFO - Epoch(val) [7][ 860/12617] eta: 0:14:59 time: 0.0741 data_time: 0.0349 memory: 730 2023/07/08 01:57:00 - mmengine - INFO - Epoch(val) [7][ 880/12617] eta: 0:14:59 time: 0.0814 data_time: 0.0390 memory: 730 2023/07/08 01:57:01 - mmengine - INFO - Epoch(val) [7][ 900/12617] eta: 0:14:56 time: 0.0732 data_time: 0.0354 memory: 730 2023/07/08 01:57:03 - mmengine - INFO - Epoch(val) [7][ 920/12617] eta: 0:14:53 time: 0.0679 data_time: 0.0295 memory: 730 2023/07/08 01:57:04 - mmengine - INFO - Epoch(val) [7][ 940/12617] eta: 0:14:51 time: 0.0765 data_time: 0.0364 memory: 730 2023/07/08 01:57:06 - mmengine - INFO - Epoch(val) [7][ 960/12617] eta: 0:14:49 time: 0.0739 data_time: 0.0334 memory: 730 2023/07/08 01:57:08 - mmengine - INFO - Epoch(val) [7][ 980/12617] eta: 0:14:50 time: 0.0866 data_time: 0.0471 memory: 730 2023/07/08 01:57:09 - mmengine - INFO - Epoch(val) [7][ 1000/12617] eta: 0:14:50 time: 0.0813 data_time: 0.0433 memory: 730 2023/07/08 01:57:11 - mmengine - INFO - Epoch(val) [7][ 1020/12617] eta: 0:14:48 time: 0.0780 data_time: 0.0389 memory: 730 2023/07/08 01:57:12 - mmengine - INFO - Epoch(val) [7][ 1040/12617] eta: 0:14:45 time: 0.0671 data_time: 0.0276 memory: 730 2023/07/08 01:57:14 - mmengine - INFO - Epoch(val) [7][ 1060/12617] eta: 0:14:43 time: 0.0739 data_time: 0.0362 memory: 730 2023/07/08 01:57:15 - mmengine - INFO - Epoch(val) [7][ 1080/12617] eta: 0:14:43 time: 0.0845 data_time: 0.0463 memory: 730 2023/07/08 01:57:17 - mmengine - INFO - Epoch(val) [7][ 1100/12617] eta: 0:14:42 time: 0.0806 data_time: 0.0409 memory: 730 2023/07/08 01:57:18 - mmengine - INFO - Epoch(val) [7][ 1120/12617] eta: 0:14:40 time: 0.0733 data_time: 0.0349 memory: 730 2023/07/08 01:57:20 - mmengine - INFO - Epoch(val) [7][ 1140/12617] eta: 0:14:40 time: 0.0828 data_time: 0.0454 memory: 730 2023/07/08 01:57:21 - mmengine - INFO - Epoch(val) [7][ 1160/12617] eta: 0:14:36 time: 0.0686 data_time: 0.0297 memory: 730 2023/07/08 01:57:23 - mmengine - INFO - Epoch(val) [7][ 1180/12617] eta: 0:14:35 time: 0.0777 data_time: 0.0396 memory: 730 2023/07/08 01:57:25 - mmengine - INFO - Epoch(val) [7][ 1200/12617] eta: 0:14:37 time: 0.0923 data_time: 0.0524 memory: 730 2023/07/08 01:57:26 - mmengine - INFO - Epoch(val) [7][ 1220/12617] eta: 0:14:36 time: 0.0798 data_time: 0.0386 memory: 730 2023/07/08 01:57:28 - mmengine - INFO - Epoch(val) [7][ 1240/12617] eta: 0:14:31 time: 0.0624 data_time: 0.0233 memory: 730 2023/07/08 01:57:29 - mmengine - INFO - Epoch(val) [7][ 1260/12617] eta: 0:14:30 time: 0.0784 data_time: 0.0389 memory: 730 2023/07/08 01:57:31 - mmengine - INFO - Epoch(val) [7][ 1280/12617] eta: 0:14:27 time: 0.0699 data_time: 0.0324 memory: 730 2023/07/08 01:57:32 - mmengine - INFO - Epoch(val) [7][ 1300/12617] eta: 0:14:27 time: 0.0828 data_time: 0.0424 memory: 730 2023/07/08 01:57:34 - mmengine - INFO - Epoch(val) [7][ 1320/12617] eta: 0:14:24 time: 0.0666 data_time: 0.0277 memory: 730 2023/07/08 01:57:35 - mmengine - INFO - Epoch(val) [7][ 1340/12617] eta: 0:14:22 time: 0.0776 data_time: 0.0376 memory: 730 2023/07/08 01:57:37 - mmengine - INFO - Epoch(val) [7][ 1360/12617] eta: 0:14:19 time: 0.0680 data_time: 0.0291 memory: 730 2023/07/08 01:57:38 - mmengine - INFO - Epoch(val) [7][ 1380/12617] eta: 0:14:18 time: 0.0753 data_time: 0.0362 memory: 730 2023/07/08 01:57:40 - mmengine - INFO - Epoch(val) [7][ 1400/12617] eta: 0:14:15 time: 0.0699 data_time: 0.0311 memory: 730 2023/07/08 01:57:41 - mmengine - INFO - Epoch(val) [7][ 1420/12617] eta: 0:14:14 time: 0.0795 data_time: 0.0398 memory: 730 2023/07/08 01:57:43 - mmengine - INFO - Epoch(val) [7][ 1440/12617] eta: 0:14:12 time: 0.0719 data_time: 0.0337 memory: 730 2023/07/08 01:57:44 - mmengine - INFO - Epoch(val) [7][ 1460/12617] eta: 0:14:12 time: 0.0845 data_time: 0.0462 memory: 730 2023/07/08 01:57:46 - mmengine - INFO - Epoch(val) [7][ 1480/12617] eta: 0:14:09 time: 0.0675 data_time: 0.0283 memory: 730 2023/07/08 01:57:47 - mmengine - INFO - Epoch(val) [7][ 1500/12617] eta: 0:14:09 time: 0.0873 data_time: 0.0473 memory: 730 2023/07/08 01:57:49 - mmengine - INFO - Epoch(val) [7][ 1520/12617] eta: 0:14:07 time: 0.0768 data_time: 0.0371 memory: 730 2023/07/08 01:57:51 - mmengine - INFO - Epoch(val) [7][ 1540/12617] eta: 0:14:06 time: 0.0792 data_time: 0.0405 memory: 730 2023/07/08 01:57:52 - mmengine - INFO - Epoch(val) [7][ 1560/12617] eta: 0:14:04 time: 0.0695 data_time: 0.0289 memory: 730 2023/07/08 01:57:54 - mmengine - INFO - Epoch(val) [7][ 1580/12617] eta: 0:14:03 time: 0.0782 data_time: 0.0376 memory: 730 2023/07/08 01:57:55 - mmengine - INFO - Epoch(val) [7][ 1600/12617] eta: 0:13:59 time: 0.0614 data_time: 0.0228 memory: 730 2023/07/08 01:57:56 - mmengine - INFO - Epoch(val) [7][ 1620/12617] eta: 0:13:58 time: 0.0839 data_time: 0.0456 memory: 730 2023/07/08 01:57:58 - mmengine - INFO - Epoch(val) [7][ 1640/12617] eta: 0:13:56 time: 0.0670 data_time: 0.0293 memory: 730 2023/07/08 01:57:59 - mmengine - INFO - Epoch(val) [7][ 1660/12617] eta: 0:13:55 time: 0.0817 data_time: 0.0395 memory: 730 2023/07/08 01:58:01 - mmengine - INFO - Epoch(val) [7][ 1680/12617] eta: 0:13:53 time: 0.0740 data_time: 0.0345 memory: 730 2023/07/08 01:58:03 - mmengine - INFO - Epoch(val) [7][ 1700/12617] eta: 0:13:53 time: 0.0857 data_time: 0.0460 memory: 730 2023/07/08 01:58:04 - mmengine - INFO - Epoch(val) [7][ 1720/12617] eta: 0:13:50 time: 0.0637 data_time: 0.0251 memory: 730 2023/07/08 01:58:06 - mmengine - INFO - Epoch(val) [7][ 1740/12617] eta: 0:13:48 time: 0.0760 data_time: 0.0358 memory: 730 2023/07/08 01:58:07 - mmengine - INFO - Epoch(val) [7][ 1760/12617] eta: 0:13:46 time: 0.0719 data_time: 0.0320 memory: 730 2023/07/08 01:58:09 - mmengine - INFO - Epoch(val) [7][ 1780/12617] eta: 0:13:45 time: 0.0782 data_time: 0.0385 memory: 730 2023/07/08 01:58:10 - mmengine - INFO - Epoch(val) [7][ 1800/12617] eta: 0:13:42 time: 0.0648 data_time: 0.0253 memory: 730 2023/07/08 01:58:11 - mmengine - INFO - Epoch(val) [7][ 1820/12617] eta: 0:13:40 time: 0.0771 data_time: 0.0376 memory: 730 2023/07/08 01:58:13 - mmengine - INFO - Epoch(val) [7][ 1840/12617] eta: 0:13:37 time: 0.0623 data_time: 0.0245 memory: 730 2023/07/08 01:58:15 - mmengine - INFO - Epoch(val) [7][ 1860/12617] eta: 0:13:38 time: 0.0980 data_time: 0.0599 memory: 730 2023/07/08 01:58:16 - mmengine - INFO - Epoch(val) [7][ 1880/12617] eta: 0:13:36 time: 0.0652 data_time: 0.0272 memory: 730 2023/07/08 01:58:17 - mmengine - INFO - Epoch(val) [7][ 1900/12617] eta: 0:13:33 time: 0.0674 data_time: 0.0293 memory: 730 2023/07/08 01:58:19 - mmengine - INFO - Epoch(val) [7][ 1920/12617] eta: 0:13:31 time: 0.0747 data_time: 0.0357 memory: 730 2023/07/08 01:58:21 - mmengine - INFO - Epoch(val) [7][ 1940/12617] eta: 0:13:31 time: 0.0889 data_time: 0.0509 memory: 730 2023/07/08 01:58:22 - mmengine - INFO - Epoch(val) [7][ 1960/12617] eta: 0:13:29 time: 0.0714 data_time: 0.0333 memory: 730 2023/07/08 01:58:24 - mmengine - INFO - Epoch(val) [7][ 1980/12617] eta: 0:13:28 time: 0.0817 data_time: 0.0420 memory: 730 2023/07/08 01:58:25 - mmengine - INFO - Epoch(val) [7][ 2000/12617] eta: 0:13:26 time: 0.0703 data_time: 0.0295 memory: 730 2023/07/08 01:58:27 - mmengine - INFO - Epoch(val) [7][ 2020/12617] eta: 0:13:26 time: 0.0843 data_time: 0.0461 memory: 730 2023/07/08 01:58:28 - mmengine - INFO - Epoch(val) [7][ 2040/12617] eta: 0:13:24 time: 0.0745 data_time: 0.0347 memory: 730 2023/07/08 01:58:30 - mmengine - INFO - Epoch(val) [7][ 2060/12617] eta: 0:13:22 time: 0.0682 data_time: 0.0296 memory: 730 2023/07/08 01:58:31 - mmengine - INFO - Epoch(val) [7][ 2080/12617] eta: 0:13:19 time: 0.0681 data_time: 0.0317 memory: 730 2023/07/08 01:58:33 - mmengine - INFO - Epoch(val) [7][ 2100/12617] eta: 0:13:20 time: 0.0928 data_time: 0.0542 memory: 730 2023/07/08 01:58:34 - mmengine - INFO - Epoch(val) [7][ 2120/12617] eta: 0:13:18 time: 0.0774 data_time: 0.0386 memory: 730 2023/07/08 01:58:36 - mmengine - INFO - Epoch(val) [7][ 2140/12617] eta: 0:13:17 time: 0.0748 data_time: 0.0362 memory: 730 2023/07/08 01:58:37 - mmengine - INFO - Epoch(val) [7][ 2160/12617] eta: 0:13:13 time: 0.0593 data_time: 0.0205 memory: 730 2023/07/08 01:58:39 - mmengine - INFO - Epoch(val) [7][ 2180/12617] eta: 0:13:12 time: 0.0753 data_time: 0.0375 memory: 730 2023/07/08 01:58:40 - mmengine - INFO - Epoch(val) [7][ 2200/12617] eta: 0:13:09 time: 0.0679 data_time: 0.0297 memory: 730 2023/07/08 01:58:42 - mmengine - INFO - Epoch(val) [7][ 2220/12617] eta: 0:13:08 time: 0.0760 data_time: 0.0390 memory: 730 2023/07/08 01:58:43 - mmengine - INFO - Epoch(val) [7][ 2240/12617] eta: 0:13:06 time: 0.0714 data_time: 0.0330 memory: 730 2023/07/08 01:58:45 - mmengine - INFO - Epoch(val) [7][ 2260/12617] eta: 0:13:04 time: 0.0739 data_time: 0.0361 memory: 730 2023/07/08 01:58:46 - mmengine - INFO - Epoch(val) [7][ 2280/12617] eta: 0:13:03 time: 0.0745 data_time: 0.0359 memory: 730 2023/07/08 01:58:48 - mmengine - 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mmengine - INFO - Epoch(val) [7][ 2820/12617] eta: 0:12:20 time: 0.0826 data_time: 0.0446 memory: 730 2023/07/08 01:59:28 - mmengine - INFO - Epoch(val) [7][ 2840/12617] eta: 0:12:18 time: 0.0682 data_time: 0.0301 memory: 730 2023/07/08 01:59:30 - mmengine - INFO - Epoch(val) [7][ 2860/12617] eta: 0:12:18 time: 0.1016 data_time: 0.0606 memory: 730 2023/07/08 01:59:32 - mmengine - INFO - Epoch(val) [7][ 2880/12617] eta: 0:12:18 time: 0.1001 data_time: 0.0622 memory: 730 2023/07/08 01:59:34 - mmengine - INFO - Epoch(val) [7][ 2900/12617] eta: 0:12:19 time: 0.1073 data_time: 0.0691 memory: 730 2023/07/08 01:59:36 - mmengine - INFO - Epoch(val) [7][ 2920/12617] eta: 0:12:17 time: 0.0726 data_time: 0.0333 memory: 730 2023/07/08 01:59:37 - mmengine - INFO - Epoch(val) [7][ 2940/12617] eta: 0:12:16 time: 0.0785 data_time: 0.0410 memory: 730 2023/07/08 01:59:39 - mmengine - INFO - Epoch(val) [7][ 2960/12617] eta: 0:12:14 time: 0.0714 data_time: 0.0335 memory: 730 2023/07/08 01:59:41 - mmengine - INFO - Epoch(val) [7][ 2980/12617] eta: 0:12:13 time: 0.0921 data_time: 0.0540 memory: 730 2023/07/08 01:59:42 - mmengine - INFO - Epoch(val) [7][ 3000/12617] eta: 0:12:12 time: 0.0758 data_time: 0.0350 memory: 730 2023/07/08 01:59:44 - mmengine - INFO - Epoch(val) [7][ 3020/12617] eta: 0:12:11 time: 0.0870 data_time: 0.0493 memory: 730 2023/07/08 01:59:45 - mmengine - INFO - Epoch(val) [7][ 3040/12617] eta: 0:12:09 time: 0.0671 data_time: 0.0284 memory: 730 2023/07/08 01:59:47 - mmengine - INFO - Epoch(val) [7][ 3060/12617] eta: 0:12:07 time: 0.0764 data_time: 0.0387 memory: 730 2023/07/08 01:59:48 - mmengine - INFO - Epoch(val) [7][ 3080/12617] eta: 0:12:05 time: 0.0646 data_time: 0.0256 memory: 730 2023/07/08 01:59:50 - mmengine - INFO - Epoch(val) [7][ 3100/12617] eta: 0:12:04 time: 0.0758 data_time: 0.0392 memory: 730 2023/07/08 01:59:51 - mmengine - INFO - Epoch(val) [7][ 3120/12617] eta: 0:12:02 time: 0.0713 data_time: 0.0335 memory: 730 2023/07/08 01:59:53 - mmengine - INFO - Epoch(val) [7][ 3140/12617] eta: 0:12:01 time: 0.0857 data_time: 0.0483 memory: 730 2023/07/08 01:59:54 - mmengine - INFO - Epoch(val) [7][ 3160/12617] eta: 0:11:59 time: 0.0695 data_time: 0.0301 memory: 730 2023/07/08 01:59:56 - mmengine - INFO - Epoch(val) [7][ 3180/12617] eta: 0:11:57 time: 0.0710 data_time: 0.0332 memory: 730 2023/07/08 01:59:57 - mmengine - INFO - Epoch(val) [7][ 3200/12617] eta: 0:11:55 time: 0.0651 data_time: 0.0263 memory: 730 2023/07/08 01:59:59 - mmengine - INFO - Epoch(val) [7][ 3220/12617] eta: 0:11:54 time: 0.0843 data_time: 0.0455 memory: 730 2023/07/08 02:00:00 - mmengine - INFO - Epoch(val) [7][ 3240/12617] eta: 0:11:52 time: 0.0718 data_time: 0.0327 memory: 730 2023/07/08 02:00:02 - mmengine - INFO - Epoch(val) [7][ 3260/12617] eta: 0:11:51 time: 0.0794 data_time: 0.0408 memory: 730 2023/07/08 02:00:03 - mmengine - INFO - Epoch(val) [7][ 3280/12617] eta: 0:11:49 time: 0.0735 data_time: 0.0366 memory: 730 2023/07/08 02:00:05 - mmengine - INFO - Epoch(val) [7][ 3300/12617] eta: 0:11:48 time: 0.0824 data_time: 0.0434 memory: 730 2023/07/08 02:00:06 - mmengine - INFO - Epoch(val) [7][ 3320/12617] eta: 0:11:46 time: 0.0658 data_time: 0.0278 memory: 730 2023/07/08 02:00:08 - mmengine - INFO - Epoch(val) [7][ 3340/12617] eta: 0:11:45 time: 0.0828 data_time: 0.0465 memory: 730 2023/07/08 02:00:09 - mmengine - INFO - Epoch(val) [7][ 3360/12617] eta: 0:11:43 time: 0.0690 data_time: 0.0314 memory: 730 2023/07/08 02:00:11 - mmengine - INFO - Epoch(val) [7][ 3380/12617] eta: 0:11:42 time: 0.0824 data_time: 0.0457 memory: 730 2023/07/08 02:00:12 - mmengine - INFO - Epoch(val) [7][ 3400/12617] eta: 0:11:40 time: 0.0684 data_time: 0.0307 memory: 730 2023/07/08 02:00:13 - mmengine - INFO - Epoch(val) [7][ 3420/12617] eta: 0:11:38 time: 0.0641 data_time: 0.0235 memory: 730 2023/07/08 02:00:15 - mmengine - INFO - Epoch(val) [7][ 3440/12617] eta: 0:11:35 time: 0.0606 data_time: 0.0218 memory: 730 2023/07/08 02:00:16 - mmengine - INFO - Epoch(val) [7][ 3460/12617] eta: 0:11:34 time: 0.0887 data_time: 0.0504 memory: 730 2023/07/08 02:00:18 - mmengine - INFO - Epoch(val) [7][ 3480/12617] eta: 0:11:32 time: 0.0679 data_time: 0.0293 memory: 730 2023/07/08 02:00:20 - mmengine - INFO - Epoch(val) [7][ 3500/12617] eta: 0:11:32 time: 0.0883 data_time: 0.0514 memory: 730 2023/07/08 02:00:21 - mmengine - INFO - Epoch(val) [7][ 3520/12617] eta: 0:11:30 time: 0.0789 data_time: 0.0402 memory: 730 2023/07/08 02:00:23 - mmengine - INFO - Epoch(val) [7][ 3540/12617] eta: 0:11:29 time: 0.0793 data_time: 0.0438 memory: 730 2023/07/08 02:00:24 - mmengine - INFO - Epoch(val) [7][ 3560/12617] eta: 0:11:27 time: 0.0712 data_time: 0.0334 memory: 730 2023/07/08 02:00:26 - mmengine - INFO - Epoch(val) [7][ 3580/12617] eta: 0:11:26 time: 0.0811 data_time: 0.0423 memory: 730 2023/07/08 02:00:27 - mmengine - INFO - Epoch(val) [7][ 3600/12617] eta: 0:11:24 time: 0.0689 data_time: 0.0313 memory: 730 2023/07/08 02:00:29 - mmengine - INFO - Epoch(val) [7][ 3620/12617] eta: 0:11:23 time: 0.0784 data_time: 0.0410 memory: 730 2023/07/08 02:00:30 - mmengine - INFO - Epoch(val) [7][ 3640/12617] eta: 0:11:21 time: 0.0748 data_time: 0.0366 memory: 730 2023/07/08 02:00:32 - mmengine - INFO - Epoch(val) [7][ 3660/12617] eta: 0:11:20 time: 0.0861 data_time: 0.0443 memory: 730 2023/07/08 02:00:33 - mmengine - INFO - Epoch(val) [7][ 3680/12617] eta: 0:11:18 time: 0.0694 data_time: 0.0312 memory: 730 2023/07/08 02:00:35 - mmengine - INFO - Epoch(val) [7][ 3700/12617] eta: 0:11:17 time: 0.0826 data_time: 0.0460 memory: 730 2023/07/08 02:00:37 - mmengine - INFO - Epoch(val) [7][ 3720/12617] eta: 0:11:16 time: 0.0794 data_time: 0.0408 memory: 730 2023/07/08 02:00:38 - mmengine - INFO - Epoch(val) [7][ 3740/12617] eta: 0:11:14 time: 0.0836 data_time: 0.0465 memory: 730 2023/07/08 02:00:40 - mmengine - INFO - Epoch(val) [7][ 3760/12617] eta: 0:11:13 time: 0.0702 data_time: 0.0324 memory: 730 2023/07/08 02:00:41 - mmengine - INFO - Epoch(val) [7][ 3780/12617] eta: 0:11:11 time: 0.0721 data_time: 0.0343 memory: 730 2023/07/08 02:00:43 - mmengine - INFO - Epoch(val) [7][ 3800/12617] eta: 0:11:09 time: 0.0654 data_time: 0.0263 memory: 730 2023/07/08 02:00:44 - mmengine - INFO - Epoch(val) [7][ 3820/12617] eta: 0:11:08 time: 0.0793 data_time: 0.0405 memory: 730 2023/07/08 02:00:46 - 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INFO - Epoch(val) [7][ 4000/12617] eta: 0:10:57 time: 0.0778 data_time: 0.0388 memory: 730 2023/07/08 02:01:01 - mmengine - INFO - Epoch(val) [7][ 4020/12617] eta: 0:10:55 time: 0.0699 data_time: 0.0310 memory: 730 2023/07/08 02:01:02 - mmengine - INFO - Epoch(val) [7][ 4040/12617] eta: 0:10:53 time: 0.0691 data_time: 0.0300 memory: 730 2023/07/08 02:01:04 - mmengine - INFO - Epoch(val) [7][ 4060/12617] eta: 0:10:52 time: 0.0821 data_time: 0.0435 memory: 730 2023/07/08 02:01:05 - mmengine - INFO - Epoch(val) [7][ 4080/12617] eta: 0:10:50 time: 0.0734 data_time: 0.0356 memory: 730 2023/07/08 02:01:07 - mmengine - INFO - Epoch(val) [7][ 4100/12617] eta: 0:10:49 time: 0.0836 data_time: 0.0475 memory: 730 2023/07/08 02:01:08 - mmengine - INFO - Epoch(val) [7][ 4120/12617] eta: 0:10:47 time: 0.0703 data_time: 0.0333 memory: 730 2023/07/08 02:01:10 - mmengine - INFO - Epoch(val) [7][ 4140/12617] eta: 0:10:46 time: 0.0813 data_time: 0.0433 memory: 730 2023/07/08 02:01:11 - mmengine - INFO - Epoch(val) [7][ 4160/12617] eta: 0:10:44 time: 0.0711 data_time: 0.0331 memory: 730 2023/07/08 02:01:13 - mmengine - INFO - Epoch(val) [7][ 4180/12617] eta: 0:10:43 time: 0.0834 data_time: 0.0463 memory: 730 2023/07/08 02:01:15 - mmengine - INFO - Epoch(val) [7][ 4200/12617] eta: 0:10:41 time: 0.0788 data_time: 0.0395 memory: 730 2023/07/08 02:01:16 - mmengine - INFO - Epoch(val) [7][ 4220/12617] eta: 0:10:40 time: 0.0790 data_time: 0.0407 memory: 730 2023/07/08 02:01:18 - mmengine - INFO - Epoch(val) [7][ 4240/12617] eta: 0:10:39 time: 0.0846 data_time: 0.0427 memory: 730 2023/07/08 02:01:19 - mmengine - INFO - Epoch(val) [7][ 4260/12617] eta: 0:10:37 time: 0.0723 data_time: 0.0340 memory: 730 2023/07/08 02:01:21 - mmengine - INFO - Epoch(val) [7][ 4280/12617] eta: 0:10:36 time: 0.0819 data_time: 0.0415 memory: 730 2023/07/08 02:01:22 - mmengine - INFO - Epoch(val) [7][ 4300/12617] eta: 0:10:34 time: 0.0732 data_time: 0.0334 memory: 730 2023/07/08 02:01:24 - mmengine - INFO - Epoch(val) [7][ 4320/12617] eta: 0:10:33 time: 0.0889 data_time: 0.0499 memory: 730 2023/07/08 02:01:26 - mmengine - 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mmengine - INFO - Epoch(val) [7][ 9960/12617] eta: 0:03:49 time: 0.1059 data_time: 0.0684 memory: 730 2023/07/08 02:10:18 - mmengine - INFO - Epoch(val) [7][ 9980/12617] eta: 0:03:47 time: 0.0790 data_time: 0.0384 memory: 730 2023/07/08 02:10:20 - mmengine - INFO - Epoch(val) [7][10000/12617] eta: 0:03:45 time: 0.0885 data_time: 0.0502 memory: 730 2023/07/08 02:10:21 - mmengine - INFO - Epoch(val) [7][10020/12617] eta: 0:03:43 time: 0.0625 data_time: 0.0238 memory: 730 2023/07/08 02:10:22 - mmengine - INFO - Epoch(val) [7][10040/12617] eta: 0:03:41 time: 0.0755 data_time: 0.0390 memory: 730 2023/07/08 02:10:24 - mmengine - INFO - Epoch(val) [7][10060/12617] eta: 0:03:40 time: 0.0777 data_time: 0.0410 memory: 730 2023/07/08 02:10:26 - mmengine - INFO - Epoch(val) [7][10080/12617] eta: 0:03:38 time: 0.0911 data_time: 0.0534 memory: 730 2023/07/08 02:10:27 - mmengine - INFO - Epoch(val) [7][10100/12617] eta: 0:03:36 time: 0.0754 data_time: 0.0373 memory: 730 2023/07/08 02:10:29 - mmengine - INFO - Epoch(val) [7][10120/12617] eta: 0:03:35 time: 0.0989 data_time: 0.0610 memory: 730 2023/07/08 02:10:31 - mmengine - INFO - Epoch(val) [7][10140/12617] eta: 0:03:33 time: 0.0895 data_time: 0.0508 memory: 730 2023/07/08 02:10:33 - mmengine - INFO - Epoch(val) [7][10160/12617] eta: 0:03:31 time: 0.0860 data_time: 0.0458 memory: 730 2023/07/08 02:10:34 - mmengine - INFO - Epoch(val) [7][10180/12617] eta: 0:03:29 time: 0.0699 data_time: 0.0317 memory: 730 2023/07/08 02:10:36 - mmengine - INFO - Epoch(val) [7][10200/12617] eta: 0:03:28 time: 0.1161 data_time: 0.0778 memory: 730 2023/07/08 02:10:39 - mmengine - INFO - Epoch(val) [7][10220/12617] eta: 0:03:26 time: 0.1058 data_time: 0.0677 memory: 730 2023/07/08 02:10:41 - mmengine - INFO - Epoch(val) [7][10240/12617] eta: 0:03:25 time: 0.1347 data_time: 0.0955 memory: 730 2023/07/08 02:10:43 - mmengine - INFO - Epoch(val) [7][10260/12617] eta: 0:03:23 time: 0.0989 data_time: 0.0626 memory: 730 2023/07/08 02:10:45 - mmengine - INFO - Epoch(val) [7][10280/12617] eta: 0:03:21 time: 0.1068 data_time: 0.0685 memory: 730 2023/07/08 02:10:47 - mmengine - INFO - Epoch(val) [7][10300/12617] eta: 0:03:20 time: 0.0730 data_time: 0.0346 memory: 730 2023/07/08 02:10:48 - mmengine - INFO - Epoch(val) [7][10320/12617] eta: 0:03:18 time: 0.0778 data_time: 0.0389 memory: 730 2023/07/08 02:10:50 - mmengine - INFO - Epoch(val) [7][10340/12617] eta: 0:03:16 time: 0.0818 data_time: 0.0437 memory: 730 2023/07/08 02:10:52 - mmengine - INFO - Epoch(val) [7][10360/12617] eta: 0:03:14 time: 0.1022 data_time: 0.0646 memory: 730 2023/07/08 02:10:54 - mmengine - INFO - Epoch(val) [7][10380/12617] eta: 0:03:13 time: 0.0915 data_time: 0.0544 memory: 730 2023/07/08 02:10:56 - mmengine - INFO - Epoch(val) [7][10400/12617] eta: 0:03:11 time: 0.1027 data_time: 0.0661 memory: 730 2023/07/08 02:10:58 - mmengine - INFO - Epoch(val) [7][10420/12617] eta: 0:03:09 time: 0.0797 data_time: 0.0428 memory: 730 2023/07/08 02:11:00 - mmengine - INFO - Epoch(val) [7][10440/12617] eta: 0:03:08 time: 0.1192 data_time: 0.0821 memory: 730 2023/07/08 02:11:02 - mmengine - INFO - Epoch(val) [7][10460/12617] eta: 0:03:06 time: 0.1015 data_time: 0.0655 memory: 730 2023/07/08 02:11:04 - mmengine - INFO - Epoch(val) [7][10480/12617] eta: 0:03:04 time: 0.1016 data_time: 0.0637 memory: 730 2023/07/08 02:11:06 - mmengine - INFO - Epoch(val) [7][10500/12617] eta: 0:03:03 time: 0.0760 data_time: 0.0390 memory: 730 2023/07/08 02:11:08 - mmengine - INFO - Epoch(val) [7][10520/12617] eta: 0:03:01 time: 0.0960 data_time: 0.0599 memory: 730 2023/07/08 02:11:09 - mmengine - INFO - Epoch(val) [7][10540/12617] eta: 0:02:59 time: 0.0659 data_time: 0.0276 memory: 730 2023/07/08 02:11:11 - mmengine - INFO - Epoch(val) [7][10560/12617] eta: 0:02:57 time: 0.0818 data_time: 0.0437 memory: 730 2023/07/08 02:11:12 - mmengine - INFO - Epoch(val) [7][10580/12617] eta: 0:02:56 time: 0.0754 data_time: 0.0402 memory: 730 2023/07/08 02:11:15 - mmengine - INFO - Epoch(val) [7][10600/12617] eta: 0:02:54 time: 0.1236 data_time: 0.0844 memory: 730 2023/07/08 02:11:17 - mmengine - INFO - Epoch(val) [7][10620/12617] eta: 0:02:52 time: 0.0946 data_time: 0.0581 memory: 730 2023/07/08 02:11:19 - mmengine - INFO - Epoch(val) [7][10640/12617] eta: 0:02:51 time: 0.1074 data_time: 0.0713 memory: 730 2023/07/08 02:11:21 - mmengine - INFO - Epoch(val) [7][10660/12617] eta: 0:02:49 time: 0.1007 data_time: 0.0643 memory: 730 2023/07/08 02:11:23 - mmengine - INFO - Epoch(val) [7][10680/12617] eta: 0:02:47 time: 0.1318 data_time: 0.0940 memory: 730 2023/07/08 02:11:25 - mmengine - INFO - Epoch(val) [7][10700/12617] eta: 0:02:46 time: 0.0833 data_time: 0.0461 memory: 730 2023/07/08 02:11:28 - mmengine - INFO - Epoch(val) [7][10720/12617] eta: 0:02:44 time: 0.1287 data_time: 0.0918 memory: 730 2023/07/08 02:11:29 - mmengine - INFO - Epoch(val) [7][10740/12617] eta: 0:02:42 time: 0.0932 data_time: 0.0566 memory: 730 2023/07/08 02:11:31 - mmengine - INFO - Epoch(val) [7][10760/12617] eta: 0:02:41 time: 0.0753 data_time: 0.0394 memory: 730 2023/07/08 02:11:33 - mmengine - INFO - Epoch(val) [7][10780/12617] eta: 0:02:39 time: 0.0761 data_time: 0.0392 memory: 730 2023/07/08 02:11:35 - mmengine - INFO - Epoch(val) [7][10800/12617] eta: 0:02:37 time: 0.1111 data_time: 0.0737 memory: 730 2023/07/08 02:11:37 - mmengine - INFO - Epoch(val) [7][10820/12617] eta: 0:02:35 time: 0.0959 data_time: 0.0589 memory: 730 2023/07/08 02:11:39 - mmengine - INFO - Epoch(val) [7][10840/12617] eta: 0:02:34 time: 0.1348 data_time: 0.0985 memory: 730 2023/07/08 02:11:41 - mmengine - INFO - Epoch(val) [7][10860/12617] eta: 0:02:32 time: 0.0797 data_time: 0.0423 memory: 730 2023/07/08 02:11:43 - mmengine - INFO - Epoch(val) [7][10880/12617] eta: 0:02:30 time: 0.0929 data_time: 0.0550 memory: 730 2023/07/08 02:11:45 - mmengine - INFO - Epoch(val) [7][10900/12617] eta: 0:02:29 time: 0.0848 data_time: 0.0468 memory: 730 2023/07/08 02:11:47 - mmengine - INFO - Epoch(val) [7][10920/12617] eta: 0:02:27 time: 0.1065 data_time: 0.0684 memory: 730 2023/07/08 02:11:48 - mmengine - INFO - Epoch(val) [7][10940/12617] eta: 0:02:25 time: 0.0855 data_time: 0.0485 memory: 730 2023/07/08 02:11:50 - mmengine - INFO - Epoch(val) [7][10960/12617] eta: 0:02:23 time: 0.0820 data_time: 0.0435 memory: 730 2023/07/08 02:11:51 - mmengine - INFO - Epoch(val) [7][10980/12617] eta: 0:02:22 time: 0.0609 data_time: 0.0227 memory: 730 2023/07/08 02:11:54 - mmengine - INFO - Epoch(val) [7][11000/12617] eta: 0:02:20 time: 0.1238 data_time: 0.0868 memory: 730 2023/07/08 02:11:56 - mmengine - INFO - Epoch(val) [7][11020/12617] eta: 0:02:18 time: 0.1078 data_time: 0.0726 memory: 730 2023/07/08 02:11:59 - mmengine - INFO - Epoch(val) [7][11040/12617] eta: 0:02:17 time: 0.1506 data_time: 0.1149 memory: 730 2023/07/08 02:12:01 - mmengine - INFO - Epoch(val) [7][11060/12617] eta: 0:02:15 time: 0.1113 data_time: 0.0748 memory: 730 2023/07/08 02:12:04 - mmengine - INFO - Epoch(val) [7][11080/12617] eta: 0:02:13 time: 0.1337 data_time: 0.0966 memory: 730 2023/07/08 02:12:06 - mmengine - INFO - Epoch(val) [7][11100/12617] eta: 0:02:12 time: 0.1259 data_time: 0.0887 memory: 730 2023/07/08 02:12:08 - mmengine - INFO - Epoch(val) [7][11120/12617] eta: 0:02:10 time: 0.1007 data_time: 0.0628 memory: 730 2023/07/08 02:12:10 - mmengine - INFO - Epoch(val) [7][11140/12617] eta: 0:02:08 time: 0.0769 data_time: 0.0385 memory: 730 2023/07/08 02:12:12 - mmengine - INFO - Epoch(val) [7][11160/12617] eta: 0:02:07 time: 0.0797 data_time: 0.0422 memory: 730 2023/07/08 02:12:13 - mmengine - INFO - Epoch(val) [7][11180/12617] eta: 0:02:05 time: 0.0731 data_time: 0.0369 memory: 730 2023/07/08 02:12:16 - mmengine - INFO - Epoch(val) [7][11200/12617] eta: 0:02:03 time: 0.1332 data_time: 0.0959 memory: 730 2023/07/08 02:12:18 - mmengine - INFO - Epoch(val) [7][11220/12617] eta: 0:02:01 time: 0.1073 data_time: 0.0709 memory: 730 2023/07/08 02:12:21 - mmengine - INFO - Epoch(val) [7][11240/12617] eta: 0:02:00 time: 0.1467 data_time: 0.1116 memory: 730 2023/07/08 02:12:23 - mmengine - INFO - Epoch(val) [7][11260/12617] eta: 0:01:58 time: 0.1100 data_time: 0.0715 memory: 730 2023/07/08 02:12:25 - mmengine - INFO - Epoch(val) [7][11280/12617] eta: 0:01:56 time: 0.1066 data_time: 0.0687 memory: 730 2023/07/08 02:12:27 - mmengine - INFO - Epoch(val) [7][11300/12617] eta: 0:01:55 time: 0.0649 data_time: 0.0259 memory: 730 2023/07/08 02:12:28 - mmengine - INFO - Epoch(val) [7][11320/12617] eta: 0:01:53 time: 0.0811 data_time: 0.0431 memory: 730 2023/07/08 02:12:30 - mmengine - INFO - Epoch(val) [7][11340/12617] eta: 0:01:51 time: 0.0778 data_time: 0.0387 memory: 730 2023/07/08 02:12:32 - mmengine - INFO - Epoch(val) [7][11360/12617] eta: 0:01:49 time: 0.1033 data_time: 0.0648 memory: 730 2023/07/08 02:12:33 - mmengine - INFO - Epoch(val) [7][11380/12617] eta: 0:01:48 time: 0.0730 data_time: 0.0341 memory: 730 2023/07/08 02:12:36 - mmengine - INFO - Epoch(val) [7][11400/12617] eta: 0:01:46 time: 0.1276 data_time: 0.0911 memory: 730 2023/07/08 02:12:38 - mmengine - INFO - Epoch(val) [7][11420/12617] eta: 0:01:44 time: 0.0919 data_time: 0.0551 memory: 730 2023/07/08 02:12:40 - mmengine - INFO - Epoch(val) [7][11440/12617] eta: 0:01:43 time: 0.1034 data_time: 0.0664 memory: 730 2023/07/08 02:12:42 - mmengine - INFO - Epoch(val) [7][11460/12617] eta: 0:01:41 time: 0.1079 data_time: 0.0694 memory: 730 2023/07/08 02:12:45 - mmengine - INFO - Epoch(val) [7][11480/12617] eta: 0:01:39 time: 0.1578 data_time: 0.1209 memory: 730 2023/07/08 02:12:48 - mmengine - INFO - Epoch(val) [7][11500/12617] eta: 0:01:38 time: 0.1442 data_time: 0.1085 memory: 730 2023/07/08 02:12:51 - mmengine - INFO - Epoch(val) [7][11520/12617] eta: 0:01:36 time: 0.1559 data_time: 0.1175 memory: 730 2023/07/08 02:12:52 - mmengine - INFO - Epoch(val) [7][11540/12617] eta: 0:01:34 time: 0.0657 data_time: 0.0292 memory: 730 2023/07/08 02:12:54 - mmengine - INFO - Epoch(val) [7][11560/12617] eta: 0:01:32 time: 0.0879 data_time: 0.0500 memory: 730 2023/07/08 02:12:56 - mmengine - INFO - Epoch(val) [7][11580/12617] eta: 0:01:31 time: 0.0793 data_time: 0.0418 memory: 730 2023/07/08 02:12:58 - mmengine - INFO - Epoch(val) [7][11600/12617] eta: 0:01:29 time: 0.0995 data_time: 0.0611 memory: 730 2023/07/08 02:13:00 - mmengine - INFO - Epoch(val) [7][11620/12617] eta: 0:01:27 time: 0.0919 data_time: 0.0539 memory: 730 2023/07/08 02:13:01 - mmengine - INFO - Epoch(val) [7][11640/12617] eta: 0:01:25 time: 0.0811 data_time: 0.0432 memory: 730 2023/07/08 02:13:03 - mmengine - INFO - Epoch(val) [7][11660/12617] eta: 0:01:24 time: 0.0760 data_time: 0.0383 memory: 730 2023/07/08 02:13:05 - mmengine - INFO - Epoch(val) [7][11680/12617] eta: 0:01:22 time: 0.0890 data_time: 0.0509 memory: 730 2023/07/08 02:13:06 - mmengine - INFO - Epoch(val) [7][11700/12617] eta: 0:01:20 time: 0.0773 data_time: 0.0407 memory: 730 2023/07/08 02:13:08 - mmengine - INFO - Epoch(val) [7][11720/12617] eta: 0:01:18 time: 0.0786 data_time: 0.0416 memory: 730 2023/07/08 02:13:10 - mmengine - INFO - Epoch(val) [7][11740/12617] eta: 0:01:17 time: 0.1024 data_time: 0.0652 memory: 730 2023/07/08 02:13:12 - mmengine - INFO - Epoch(val) [7][11760/12617] eta: 0:01:15 time: 0.0977 data_time: 0.0612 memory: 730 2023/07/08 02:13:13 - mmengine - INFO - Epoch(val) [7][11780/12617] eta: 0:01:13 time: 0.0803 data_time: 0.0434 memory: 730 2023/07/08 02:13:16 - mmengine - INFO - Epoch(val) [7][11800/12617] eta: 0:01:11 time: 0.1089 data_time: 0.0729 memory: 730 2023/07/08 02:13:18 - mmengine - INFO - Epoch(val) [7][11820/12617] eta: 0:01:10 time: 0.1010 data_time: 0.0631 memory: 730 2023/07/08 02:13:20 - mmengine - INFO - Epoch(val) [7][11840/12617] eta: 0:01:08 time: 0.1300 data_time: 0.0940 memory: 730 2023/07/08 02:13:22 - mmengine - INFO - Epoch(val) [7][11860/12617] eta: 0:01:06 time: 0.0889 data_time: 0.0519 memory: 730 2023/07/08 02:13:24 - mmengine - INFO - Epoch(val) [7][11880/12617] eta: 0:01:04 time: 0.1083 data_time: 0.0726 memory: 730 2023/07/08 02:13:26 - mmengine - INFO - Epoch(val) [7][11900/12617] eta: 0:01:03 time: 0.0804 data_time: 0.0400 memory: 730 2023/07/08 02:13:28 - mmengine - INFO - Epoch(val) [7][11920/12617] eta: 0:01:01 time: 0.0980 data_time: 0.0622 memory: 730 2023/07/08 02:13:29 - mmengine - INFO - Epoch(val) [7][11940/12617] eta: 0:00:59 time: 0.0729 data_time: 0.0367 memory: 730 2023/07/08 02:13:31 - mmengine - INFO - Epoch(val) [7][11960/12617] eta: 0:00:57 time: 0.0837 data_time: 0.0461 memory: 730 2023/07/08 02:13:32 - mmengine - INFO - Epoch(val) [7][11980/12617] eta: 0:00:56 time: 0.0759 data_time: 0.0375 memory: 730 2023/07/08 02:13:34 - mmengine - INFO - Epoch(val) [7][12000/12617] eta: 0:00:54 time: 0.0763 data_time: 0.0385 memory: 730 2023/07/08 02:13:36 - mmengine - INFO - Epoch(val) [7][12020/12617] eta: 0:00:52 time: 0.0776 data_time: 0.0386 memory: 730 2023/07/08 02:13:38 - mmengine - INFO - Epoch(val) [7][12040/12617] eta: 0:00:50 time: 0.1241 data_time: 0.0866 memory: 730 2023/07/08 02:13:40 - mmengine - INFO - Epoch(val) [7][12060/12617] eta: 0:00:49 time: 0.1029 data_time: 0.0648 memory: 730 2023/07/08 02:13:43 - mmengine - INFO - Epoch(val) [7][12080/12617] eta: 0:00:47 time: 0.1280 data_time: 0.0912 memory: 730 2023/07/08 02:13:45 - mmengine - INFO - Epoch(val) [7][12100/12617] eta: 0:00:45 time: 0.0974 data_time: 0.0605 memory: 730 2023/07/08 02:13:47 - mmengine - INFO - Epoch(val) [7][12120/12617] eta: 0:00:43 time: 0.1041 data_time: 0.0674 memory: 730 2023/07/08 02:13:48 - mmengine - INFO - Epoch(val) [7][12140/12617] eta: 0:00:42 time: 0.0777 data_time: 0.0399 memory: 730 2023/07/08 02:13:50 - mmengine - INFO - Epoch(val) [7][12160/12617] eta: 0:00:40 time: 0.0892 data_time: 0.0520 memory: 730 2023/07/08 02:13:52 - mmengine - INFO - Epoch(val) [7][12180/12617] eta: 0:00:38 time: 0.0759 data_time: 0.0382 memory: 730 2023/07/08 02:13:53 - mmengine - INFO - Epoch(val) [7][12200/12617] eta: 0:00:36 time: 0.0775 data_time: 0.0399 memory: 730 2023/07/08 02:13:55 - mmengine - INFO - Epoch(val) [7][12220/12617] eta: 0:00:34 time: 0.0806 data_time: 0.0431 memory: 730 2023/07/08 02:13:56 - mmengine - INFO - Epoch(val) [7][12240/12617] eta: 0:00:33 time: 0.0805 data_time: 0.0418 memory: 730 2023/07/08 02:13:58 - mmengine - INFO - Epoch(val) [7][12260/12617] eta: 0:00:31 time: 0.0805 data_time: 0.0422 memory: 730 2023/07/08 02:14:00 - mmengine - INFO - Epoch(val) [7][12280/12617] eta: 0:00:29 time: 0.0913 data_time: 0.0540 memory: 730 2023/07/08 02:14:02 - mmengine - INFO - Epoch(val) [7][12300/12617] eta: 0:00:27 time: 0.0810 data_time: 0.0435 memory: 730 2023/07/08 02:14:04 - mmengine - INFO - Epoch(val) [7][12320/12617] eta: 0:00:26 time: 0.1076 data_time: 0.0708 memory: 730 2023/07/08 02:14:05 - mmengine - INFO - Epoch(val) [7][12340/12617] eta: 0:00:24 time: 0.0824 data_time: 0.0450 memory: 730 2023/07/08 02:14:08 - mmengine - INFO - Epoch(val) [7][12360/12617] eta: 0:00:22 time: 0.1152 data_time: 0.0800 memory: 730 2023/07/08 02:14:10 - mmengine - INFO - Epoch(val) [7][12380/12617] eta: 0:00:20 time: 0.1033 data_time: 0.0657 memory: 730 2023/07/08 02:14:12 - mmengine - INFO - Epoch(val) [7][12400/12617] eta: 0:00:19 time: 0.0992 data_time: 0.0639 memory: 730 2023/07/08 02:14:14 - mmengine - INFO - Epoch(val) [7][12420/12617] eta: 0:00:17 time: 0.1201 data_time: 0.0824 memory: 730 2023/07/08 02:14:17 - mmengine - INFO - Epoch(val) [7][12440/12617] eta: 0:00:15 time: 0.1301 data_time: 0.0931 memory: 730 2023/07/08 02:14:19 - mmengine - INFO - Epoch(val) [7][12460/12617] eta: 0:00:13 time: 0.1038 data_time: 0.0665 memory: 730 2023/07/08 02:14:20 - mmengine - INFO - Epoch(val) [7][12480/12617] eta: 0:00:12 time: 0.0768 data_time: 0.0402 memory: 730 2023/07/08 02:14:22 - mmengine - INFO - Epoch(val) [7][12500/12617] eta: 0:00:10 time: 0.0996 data_time: 0.0605 memory: 730 2023/07/08 02:14:24 - mmengine - INFO - Epoch(val) [7][12520/12617] eta: 0:00:08 time: 0.0927 data_time: 0.0563 memory: 730 2023/07/08 02:14:26 - mmengine - INFO - Epoch(val) [7][12540/12617] eta: 0:00:06 time: 0.0901 data_time: 0.0518 memory: 730 2023/07/08 02:14:28 - mmengine - INFO - Epoch(val) [7][12560/12617] eta: 0:00:05 time: 0.0931 data_time: 0.0530 memory: 730 2023/07/08 02:14:30 - mmengine - INFO - Epoch(val) [7][12580/12617] eta: 0:00:03 time: 0.0776 data_time: 0.0409 memory: 730 2023/07/08 02:14:31 - mmengine - INFO - Epoch(val) [7][12600/12617] eta: 0:00:01 time: 0.0813 data_time: 0.0443 memory: 730 2023/07/08 02:16:10 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/08 02:16:10 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/08 02:16:10 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/08 02:16:10 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/08 02:16:12 - mmengine - INFO - do not evaluate basketball save 2023/07/08 02:16:12 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/08 02:16:12 - mmengine - INFO - frameAP_0.5 2023/07/08 02:16:12 - mmengine - INFO - aerobic push up 65.51 2023/07/08 02:16:12 - mmengine - INFO - aerobic explosive push up 81.37 2023/07/08 02:16:12 - mmengine - INFO - aerobic explosive support 79.83 2023/07/08 02:16:12 - mmengine - INFO - aerobic leg circle 68.20 2023/07/08 02:16:12 - mmengine - INFO - aerobic helicopter 80.78 2023/07/08 02:16:12 - mmengine - INFO - aerobic support 89.03 2023/07/08 02:16:12 - mmengine - INFO - aerobic v support 59.99 2023/07/08 02:16:12 - mmengine - INFO - aerobic horizontal support 81.15 2023/07/08 02:16:12 - mmengine - INFO - aerobic straight jump 52.84 2023/07/08 02:16:12 - mmengine - INFO - aerobic illusion 73.80 2023/07/08 02:16:12 - mmengine - INFO - aerobic bent leg(s) jump 47.43 2023/07/08 02:16:12 - mmengine - INFO - aerobic pike jump 46.15 2023/07/08 02:16:12 - mmengine - INFO - aerobic straddle jump 51.12 2023/07/08 02:16:12 - mmengine - INFO - aerobic split jump 43.18 2023/07/08 02:16:12 - mmengine - INFO - aerobic scissors leap 57.22 2023/07/08 02:16:12 - mmengine - INFO - aerobic split 59.13 2023/07/08 02:16:12 - mmengine - INFO - aerobic turn 69.16 2023/07/08 02:16:12 - mmengine - INFO - volleyball serve 94.38 2023/07/08 02:16:12 - mmengine - INFO - volleyball block 51.63 2023/07/08 02:16:12 - mmengine - INFO - volleyball first pass 59.36 2023/07/08 02:16:12 - mmengine - INFO - volleyball defend 39.55 2023/07/08 02:16:12 - mmengine - INFO - volleyball protect 11.85 2023/07/08 02:16:12 - mmengine - INFO - volleyball second pass 68.75 2023/07/08 02:16:12 - mmengine - INFO - volleyball adjust 10.41 2023/07/08 02:16:12 - mmengine - INFO - volleyball save 14.17 2023/07/08 02:16:12 - mmengine - INFO - volleyball second attack 8.72 2023/07/08 02:16:12 - mmengine - INFO - volleyball spike 66.67 2023/07/08 02:16:12 - mmengine - INFO - volleyball dink 15.07 2023/07/08 02:16:12 - mmengine - INFO - volleyball no offensive attack 24.79 2023/07/08 02:16:12 - mmengine - INFO - football shoot 7.00 2023/07/08 02:16:12 - mmengine - INFO - football long pass 32.78 2023/07/08 02:16:12 - mmengine - INFO - football short pass 49.78 2023/07/08 02:16:12 - mmengine - INFO - football through pass 2.66 2023/07/08 02:16:12 - mmengine - INFO - football cross 19.39 2023/07/08 02:16:12 - mmengine - INFO - football dribble 39.69 2023/07/08 02:16:12 - mmengine - INFO - football trap 51.19 2023/07/08 02:16:12 - mmengine - INFO - football throw 37.58 2023/07/08 02:16:12 - mmengine - INFO - football diving 25.43 2023/07/08 02:16:12 - mmengine - INFO - football tackle 2.21 2023/07/08 02:16:12 - mmengine - INFO - football steal 0.87 2023/07/08 02:16:12 - mmengine - INFO - football clearance 13.24 2023/07/08 02:16:12 - mmengine - INFO - football block 2.63 2023/07/08 02:16:12 - mmengine - INFO - football press 16.55 2023/07/08 02:16:12 - mmengine - INFO - football aerial duels 4.44 2023/07/08 02:16:12 - mmengine - INFO - basketball pass 42.53 2023/07/08 02:16:12 - mmengine - INFO - basketball drive 14.15 2023/07/08 02:16:12 - mmengine - INFO - basketball dribble 79.49 2023/07/08 02:16:12 - mmengine - INFO - basketball 3-point shot 51.82 2023/07/08 02:16:12 - mmengine - INFO - basketball 2-point shot 40.11 2023/07/08 02:16:12 - mmengine - INFO - basketball free throw 70.82 2023/07/08 02:16:12 - mmengine - INFO - basketball block 0.70 2023/07/08 02:16:12 - mmengine - INFO - basketball offensive rebound 12.36 2023/07/08 02:16:12 - mmengine - INFO - basketball defensive rebound 39.59 2023/07/08 02:16:12 - mmengine - INFO - basketball pass steal 0.03 2023/07/08 02:16:12 - mmengine - INFO - basketball dribble steal 0.15 2023/07/08 02:16:12 - mmengine - INFO - basketball interfere shot 14.27 2023/07/08 02:16:12 - mmengine - INFO - basketball pick-and-roll defensive 3.28 2023/07/08 02:16:12 - mmengine - INFO - basketball sag 0.27 2023/07/08 02:16:12 - mmengine - INFO - basketball screen 3.47 2023/07/08 02:16:12 - mmengine - INFO - basketball pass-inbound 37.35 2023/07/08 02:16:12 - mmengine - INFO - mAP 38.12 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/08 02:18:08 - mmengine - INFO - do not evaluatebasketball save 2023/07/08 02:18:08 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/08 02:18:08 - mmengine - INFO - VideoAP_0.2 2023/07/08 02:18:08 - mmengine - INFO - aerobic push up 75.00 2023/07/08 02:18:08 - mmengine - INFO - aerobic explosive push up 75.51 2023/07/08 02:18:08 - mmengine - INFO - aerobic explosive support 73.47 2023/07/08 02:18:08 - mmengine - INFO - aerobic leg circle 47.49 2023/07/08 02:18:08 - mmengine - INFO - aerobic helicopter 68.73 2023/07/08 02:18:08 - mmengine - INFO - aerobic support 81.01 2023/07/08 02:18:08 - mmengine - INFO - aerobic v support 27.93 2023/07/08 02:18:08 - mmengine - INFO - aerobic horizontal support 78.21 2023/07/08 02:18:08 - mmengine - INFO - aerobic straight jump 40.91 2023/07/08 02:18:08 - mmengine - INFO - aerobic illusion 62.05 2023/07/08 02:18:08 - mmengine - INFO - aerobic bent leg(s) jump 38.54 2023/07/08 02:18:08 - mmengine - INFO - aerobic pike jump 30.89 2023/07/08 02:18:08 - mmengine - INFO - aerobic straddle jump 34.95 2023/07/08 02:18:08 - mmengine - INFO - aerobic split jump 26.39 2023/07/08 02:18:08 - mmengine - INFO - aerobic scissors leap 46.82 2023/07/08 02:18:08 - mmengine - INFO - aerobic split 66.61 2023/07/08 02:18:08 - mmengine - INFO - aerobic turn 61.54 2023/07/08 02:18:08 - mmengine - INFO - volleyball serve 76.76 2023/07/08 02:18:08 - mmengine - INFO - volleyball block 30.25 2023/07/08 02:18:08 - mmengine - INFO - volleyball first pass 24.26 2023/07/08 02:18:08 - mmengine - INFO - volleyball defend 8.39 2023/07/08 02:18:08 - mmengine - INFO - volleyball protect 0.00 2023/07/08 02:18:08 - mmengine - INFO - volleyball second pass 64.73 2023/07/08 02:18:08 - mmengine - INFO - volleyball adjust 2.14 2023/07/08 02:18:08 - mmengine - INFO - volleyball save 0.00 2023/07/08 02:18:08 - mmengine - INFO - volleyball second attack 0.00 2023/07/08 02:18:08 - mmengine - INFO - volleyball spike 29.23 2023/07/08 02:18:08 - mmengine - INFO - volleyball dink 13.10 2023/07/08 02:18:08 - mmengine - INFO - volleyball no offensive attack 13.33 2023/07/08 02:18:08 - mmengine - INFO - football shoot 0.00 2023/07/08 02:18:08 - mmengine - INFO - football long pass 5.08 2023/07/08 02:18:08 - mmengine - INFO - football short pass 4.51 2023/07/08 02:18:08 - mmengine - INFO - football through pass 0.00 2023/07/08 02:18:08 - mmengine - INFO - football cross 3.03 2023/07/08 02:18:08 - mmengine - INFO - football dribble 26.54 2023/07/08 02:18:08 - mmengine - INFO - football trap 7.98 2023/07/08 02:18:08 - mmengine - INFO - football throw 10.00 2023/07/08 02:18:08 - mmengine - INFO - football diving 7.69 2023/07/08 02:18:08 - mmengine - INFO - football tackle 0.00 2023/07/08 02:18:08 - mmengine - INFO - football steal 0.00 2023/07/08 02:18:08 - mmengine - INFO - football clearance 5.56 2023/07/08 02:18:08 - mmengine - INFO - football block 0.00 2023/07/08 02:18:08 - mmengine - INFO - football press 7.63 2023/07/08 02:18:08 - mmengine - INFO - football aerial duels 4.62 2023/07/08 02:18:08 - mmengine - INFO - basketball pass 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball drive 3.03 2023/07/08 02:18:08 - mmengine - INFO - basketball dribble 36.52 2023/07/08 02:18:08 - mmengine - INFO - basketball 3-point shot 30.59 2023/07/08 02:18:08 - mmengine - INFO - basketball 2-point shot 17.66 2023/07/08 02:18:08 - mmengine - INFO - basketball free throw 65.18 2023/07/08 02:18:08 - mmengine - INFO - basketball block 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball defensive rebound 24.38 2023/07/08 02:18:08 - mmengine - INFO - basketball pass steal 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball dribble steal 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball interfere shot 3.19 2023/07/08 02:18:08 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball sag 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball screen 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/08 02:18:08 - mmengine - INFO - mAP 24.36 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/08 02:18:08 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/08 02:18:08 - mmengine - INFO - do not evaluatebasketball save 2023/07/08 02:18:08 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/08 02:18:08 - mmengine - INFO - VideoAP_0.5 2023/07/08 02:18:08 - mmengine - INFO - aerobic push up 75.00 2023/07/08 02:18:08 - mmengine - INFO - aerobic explosive push up 73.89 2023/07/08 02:18:08 - mmengine - INFO - aerobic explosive support 62.05 2023/07/08 02:18:08 - mmengine - INFO - aerobic leg circle 36.40 2023/07/08 02:18:08 - mmengine - INFO - aerobic helicopter 44.09 2023/07/08 02:18:08 - mmengine - INFO - aerobic support 63.57 2023/07/08 02:18:08 - mmengine - INFO - aerobic v support 6.68 2023/07/08 02:18:08 - mmengine - INFO - aerobic horizontal support 20.83 2023/07/08 02:18:08 - mmengine - INFO - aerobic straight jump 38.38 2023/07/08 02:18:08 - mmengine - INFO - aerobic illusion 40.13 2023/07/08 02:18:08 - mmengine - INFO - aerobic bent leg(s) jump 32.31 2023/07/08 02:18:08 - mmengine - INFO - aerobic pike jump 18.90 2023/07/08 02:18:08 - mmengine - INFO - aerobic straddle jump 29.85 2023/07/08 02:18:08 - mmengine - INFO - aerobic split jump 22.97 2023/07/08 02:18:08 - mmengine - INFO - aerobic scissors leap 35.17 2023/07/08 02:18:08 - mmengine - INFO - aerobic split 54.82 2023/07/08 02:18:08 - mmengine - INFO - aerobic turn 49.17 2023/07/08 02:18:08 - mmengine - INFO - volleyball serve 62.23 2023/07/08 02:18:08 - mmengine - INFO - volleyball block 27.68 2023/07/08 02:18:08 - mmengine - INFO - volleyball first pass 23.10 2023/07/08 02:18:08 - mmengine - INFO - volleyball defend 6.96 2023/07/08 02:18:08 - mmengine - INFO - volleyball protect 0.00 2023/07/08 02:18:08 - mmengine - INFO - volleyball second pass 61.22 2023/07/08 02:18:08 - mmengine - INFO - volleyball adjust 2.14 2023/07/08 02:18:08 - mmengine - INFO - volleyball save 0.00 2023/07/08 02:18:08 - mmengine - INFO - volleyball second attack 0.00 2023/07/08 02:18:08 - mmengine - INFO - volleyball spike 28.49 2023/07/08 02:18:08 - mmengine - INFO - volleyball dink 13.10 2023/07/08 02:18:08 - mmengine - INFO - volleyball no offensive attack 8.24 2023/07/08 02:18:08 - mmengine - INFO - football shoot 0.00 2023/07/08 02:18:08 - mmengine - INFO - football long pass 5.08 2023/07/08 02:18:08 - mmengine - INFO - football short pass 3.31 2023/07/08 02:18:08 - mmengine - INFO - football through pass 0.00 2023/07/08 02:18:08 - mmengine - INFO - football cross 3.03 2023/07/08 02:18:08 - mmengine - INFO - football dribble 7.07 2023/07/08 02:18:08 - mmengine - INFO - football trap 7.05 2023/07/08 02:18:08 - mmengine - INFO - football throw 10.00 2023/07/08 02:18:08 - mmengine - INFO - football diving 4.27 2023/07/08 02:18:08 - mmengine - INFO - football tackle 0.00 2023/07/08 02:18:08 - mmengine - INFO - football steal 0.00 2023/07/08 02:18:08 - mmengine - INFO - football clearance 5.56 2023/07/08 02:18:08 - mmengine - INFO - football block 0.00 2023/07/08 02:18:08 - mmengine - INFO - football press 0.15 2023/07/08 02:18:08 - mmengine - INFO - football aerial duels 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball pass 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball drive 3.03 2023/07/08 02:18:08 - mmengine - INFO - basketball dribble 13.34 2023/07/08 02:18:08 - mmengine - INFO - basketball 3-point shot 26.83 2023/07/08 02:18:08 - mmengine - INFO - basketball 2-point shot 14.50 2023/07/08 02:18:08 - mmengine - INFO - basketball free throw 36.16 2023/07/08 02:18:08 - mmengine - INFO - basketball block 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball defensive rebound 18.58 2023/07/08 02:18:08 - mmengine - INFO - basketball pass steal 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball dribble steal 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball interfere shot 2.76 2023/07/08 02:18:08 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball sag 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball screen 0.00 2023/07/08 02:18:08 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/08 02:18:08 - mmengine - INFO - mAP 18.30 2023/07/08 02:18:14 - mmengine - INFO - Epoch(val) [7][12617/12617] mAP/frameAP: 38.1183 mAP/v_map@0.2: 24.3570 mAP/v_map@0.5: 18.3018 mAP/v_map_0.05:0.45: 23.1471 mAP/v_map_0.10:0.90: 15.8291 mAP/v_map_0.50:0.95: 8.8679 data_time: 0.0502 time: 0.0882 2023/07/08 02:18:14 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb/best_mAP_frameAP_epoch_6.pth is removed 2023/07/08 02:18:19 - mmengine - INFO - The best checkpoint with 38.1183 mAP/frameAP at 7 epoch is saved to best_mAP_frameAP_epoch_7.pth. 2023/07/08 02:19:00 - mmengine - INFO - Epoch(train) [8][ 20/2255] lr: 1.1250e-04 eta: 1:01:49 time: 2.0611 data_time: 0.9133 memory: 18620 grad_norm: 1.5105 loss: 0.7457 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7187 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.7457 2023/07/08 02:19:29 - mmengine - INFO - Epoch(train) [8][ 40/2255] lr: 1.1250e-04 eta: 1:01:16 time: 1.4567 data_time: 0.1055 memory: 18620 grad_norm: 1.3556 loss: 0.6652 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.7955 recall@top3: 0.7955 prec@top3: 0.2652 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 0.6652 2023/07/08 02:20:03 - mmengine - INFO - Epoch(train) [8][ 60/2255] lr: 1.1250e-04 eta: 1:00:42 time: 1.6807 data_time: 0.1008 memory: 18620 grad_norm: 1.6825 loss: 0.7179 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.7907 recall@top3: 0.7907 prec@top3: 0.2636 recall@top5: 0.8372 prec@top5: 0.1674 loss_action_cls: 0.7179 2023/07/08 02:20:33 - mmengine - INFO - Epoch(train) [8][ 80/2255] lr: 1.1250e-04 eta: 1:00:09 time: 1.5096 data_time: 0.0731 memory: 18620 grad_norm: 1.6508 loss: 0.6260 recall@thr=0.5: 0.9211 prec@thr=0.5: 0.9211 recall@top3: 0.9474 prec@top3: 0.3158 recall@top5: 0.9474 prec@top5: 0.1895 loss_action_cls: 0.6260 2023/07/08 02:21:05 - mmengine - INFO - Epoch(train) [8][ 100/2255] lr: 1.1250e-04 eta: 0:59:35 time: 1.5990 data_time: 0.0993 memory: 18620 grad_norm: 1.4998 loss: 0.6447 recall@thr=0.5: 0.9643 prec@thr=0.5: 0.9643 recall@top3: 0.9643 prec@top3: 0.3214 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.6447 2023/07/08 02:21:33 - mmengine - INFO - Epoch(train) [8][ 120/2255] lr: 1.1250e-04 eta: 0:59:02 time: 1.3808 data_time: 0.0781 memory: 18620 grad_norm: 1.4313 loss: 0.7237 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.7237 2023/07/08 02:22:05 - mmengine - INFO - Epoch(train) [8][ 140/2255] lr: 1.1250e-04 eta: 0:58:28 time: 1.6392 data_time: 0.0946 memory: 18620 grad_norm: 1.4247 loss: 0.7193 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.8205 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8974 prec@top5: 0.1795 loss_action_cls: 0.7193 2023/07/08 02:22:34 - mmengine - INFO - Epoch(train) [8][ 160/2255] lr: 1.1250e-04 eta: 0:57:55 time: 1.4477 data_time: 0.0968 memory: 18620 grad_norm: 1.4406 loss: 0.7428 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.7428 2023/07/08 02:23:05 - mmengine - INFO - Epoch(train) [8][ 180/2255] lr: 1.1250e-04 eta: 0:57:21 time: 1.5313 data_time: 0.0950 memory: 18620 grad_norm: 1.6114 loss: 0.6860 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 0.6860 2023/07/08 02:23:34 - mmengine - INFO - Epoch(train) [8][ 200/2255] lr: 1.1250e-04 eta: 0:56:47 time: 1.4387 data_time: 0.0849 memory: 18620 grad_norm: 1.6272 loss: 0.7568 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7143 recall@top3: 0.7500 prec@top3: 0.2500 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.7568 2023/07/08 02:23:58 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 02:24:06 - mmengine - INFO - Epoch(train) [8][ 220/2255] lr: 1.1250e-04 eta: 0:56:14 time: 1.5903 data_time: 0.0874 memory: 18620 grad_norm: 1.7670 loss: 0.7293 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8056 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8611 prec@top5: 0.1722 loss_action_cls: 0.7293 2023/07/08 02:24:36 - mmengine - INFO - Epoch(train) [8][ 240/2255] lr: 1.1250e-04 eta: 0:55:40 time: 1.5237 data_time: 0.0954 memory: 18620 grad_norm: 1.5942 loss: 0.6892 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7812 recall@top3: 0.7812 prec@top3: 0.2604 recall@top5: 0.7812 prec@top5: 0.1562 loss_action_cls: 0.6892 2023/07/08 02:25:06 - mmengine - INFO - Epoch(train) [8][ 260/2255] lr: 1.1250e-04 eta: 0:55:07 time: 1.5108 data_time: 0.1019 memory: 18620 grad_norm: 1.7866 loss: 0.7671 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.7671 2023/07/08 02:25:35 - mmengine - INFO - Epoch(train) [8][ 280/2255] lr: 1.1250e-04 eta: 0:54:33 time: 1.4451 data_time: 0.1114 memory: 18620 grad_norm: 1.3958 loss: 0.7212 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7353 recall@top3: 0.7647 prec@top3: 0.2549 recall@top5: 0.7941 prec@top5: 0.1588 loss_action_cls: 0.7212 2023/07/08 02:26:09 - mmengine - INFO - Epoch(train) [8][ 300/2255] lr: 1.1250e-04 eta: 0:54:00 time: 1.6861 data_time: 0.0983 memory: 18620 grad_norm: 1.5182 loss: 0.6443 recall@thr=0.5: 0.9355 prec@thr=0.5: 0.9355 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9677 prec@top5: 0.1935 loss_action_cls: 0.6443 2023/07/08 02:26:37 - mmengine - INFO - Epoch(train) [8][ 320/2255] lr: 1.1250e-04 eta: 0:53:26 time: 1.3844 data_time: 0.0985 memory: 18620 grad_norm: 1.4691 loss: 0.7688 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.7273 prec@top3: 0.2424 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 0.7688 2023/07/08 02:27:09 - mmengine - INFO - Epoch(train) [8][ 340/2255] lr: 1.1250e-04 eta: 0:52:53 time: 1.6346 data_time: 0.0952 memory: 18620 grad_norm: 1.4633 loss: 0.7258 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.8929 prec@top3: 0.2976 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.7258 2023/07/08 02:27:38 - mmengine - INFO - Epoch(train) [8][ 360/2255] lr: 1.1250e-04 eta: 0:52:20 time: 1.4555 data_time: 0.0654 memory: 18620 grad_norm: 1.4783 loss: 0.6821 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.7632 recall@top3: 0.8684 prec@top3: 0.2895 recall@top5: 0.9211 prec@top5: 0.1842 loss_action_cls: 0.6821 2023/07/08 02:28:10 - mmengine - INFO - Epoch(train) [8][ 380/2255] lr: 1.1250e-04 eta: 0:51:46 time: 1.5988 data_time: 0.0888 memory: 18620 grad_norm: 1.5624 loss: 0.8024 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.8636 prec@top5: 0.1727 loss_action_cls: 0.8024 2023/07/08 02:28:38 - mmengine - INFO - Epoch(train) [8][ 400/2255] lr: 1.1250e-04 eta: 0:51:13 time: 1.3971 data_time: 0.0722 memory: 18620 grad_norm: 1.3370 loss: 0.6922 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.6922 2023/07/08 02:29:08 - mmengine - INFO - Epoch(train) [8][ 420/2255] lr: 1.1250e-04 eta: 0:50:39 time: 1.4840 data_time: 0.0988 memory: 18620 grad_norm: 1.6640 loss: 0.6801 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7778 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.6801 2023/07/08 02:29:39 - mmengine - INFO - Epoch(train) [8][ 440/2255] lr: 1.1250e-04 eta: 0:50:06 time: 1.5279 data_time: 0.0847 memory: 18620 grad_norm: 1.5655 loss: 0.7073 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7273 recall@top3: 0.8636 prec@top3: 0.2879 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 0.7073 2023/07/08 02:30:11 - mmengine - INFO - Epoch(train) [8][ 460/2255] lr: 1.1250e-04 eta: 0:49:32 time: 1.6137 data_time: 0.0921 memory: 18620 grad_norm: 1.4729 loss: 0.6652 recall@thr=0.5: 0.9444 prec@thr=0.5: 0.9444 recall@top3: 0.9444 prec@top3: 0.3148 recall@top5: 0.9722 prec@top5: 0.1944 loss_action_cls: 0.6652 2023/07/08 02:30:39 - mmengine - INFO - Epoch(train) [8][ 480/2255] lr: 1.1250e-04 eta: 0:48:59 time: 1.4076 data_time: 0.0943 memory: 18620 grad_norm: 1.4380 loss: 0.6510 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.6510 2023/07/08 02:31:11 - mmengine - INFO - Epoch(train) [8][ 500/2255] lr: 1.1250e-04 eta: 0:48:25 time: 1.5951 data_time: 0.0923 memory: 18620 grad_norm: 1.6055 loss: 0.7193 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7692 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.7193 2023/07/08 02:31:39 - mmengine - INFO - Epoch(train) [8][ 520/2255] lr: 1.1250e-04 eta: 0:47:52 time: 1.4120 data_time: 0.0825 memory: 18620 grad_norm: 1.4226 loss: 0.6411 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9167 recall@top3: 0.9583 prec@top3: 0.3194 recall@top5: 0.9583 prec@top5: 0.1917 loss_action_cls: 0.6411 2023/07/08 02:32:10 - mmengine - INFO - Epoch(train) [8][ 540/2255] lr: 1.1250e-04 eta: 0:47:19 time: 1.5657 data_time: 0.0802 memory: 18620 grad_norm: 1.4609 loss: 0.5946 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.8824 recall@top3: 0.8824 prec@top3: 0.2941 recall@top5: 0.9118 prec@top5: 0.1824 loss_action_cls: 0.5946 2023/07/08 02:32:39 - mmengine - INFO - Epoch(train) [8][ 560/2255] lr: 1.1250e-04 eta: 0:46:45 time: 1.4191 data_time: 0.0828 memory: 18620 grad_norm: 1.6171 loss: 0.6613 recall@thr=0.5: 0.9318 prec@thr=0.5: 0.9318 recall@top3: 0.9545 prec@top3: 0.3182 recall@top5: 0.9545 prec@top5: 0.1909 loss_action_cls: 0.6613 2023/07/08 02:33:10 - mmengine - INFO - Epoch(train) [8][ 580/2255] lr: 1.1250e-04 eta: 0:46:12 time: 1.5658 data_time: 0.0876 memory: 18620 grad_norm: 1.5834 loss: 0.6869 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.8824 recall@top3: 0.9412 prec@top3: 0.3137 recall@top5: 0.9706 prec@top5: 0.1941 loss_action_cls: 0.6869 2023/07/08 02:33:41 - mmengine - INFO - Epoch(train) [8][ 600/2255] lr: 1.1250e-04 eta: 0:45:38 time: 1.5478 data_time: 0.0753 memory: 18620 grad_norm: 1.6267 loss: 0.8645 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8621 prec@top3: 0.2874 recall@top5: 0.8966 prec@top5: 0.1793 loss_action_cls: 0.8645 2023/07/08 02:34:10 - mmengine - INFO - Epoch(train) [8][ 620/2255] lr: 1.1250e-04 eta: 0:45:05 time: 1.4628 data_time: 0.0910 memory: 18620 grad_norm: 1.3053 loss: 0.8856 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.9032 prec@top3: 0.3011 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.8856 2023/07/08 02:34:39 - mmengine - INFO - Epoch(train) [8][ 640/2255] lr: 1.1250e-04 eta: 0:44:31 time: 1.4204 data_time: 0.1041 memory: 18620 grad_norm: 1.3823 loss: 0.7984 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8500 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.7984 2023/07/08 02:35:09 - mmengine - INFO - Epoch(train) [8][ 660/2255] lr: 1.1250e-04 eta: 0:43:58 time: 1.5108 data_time: 0.1069 memory: 18620 grad_norm: 1.5403 loss: 0.6638 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8077 recall@top3: 0.8077 prec@top3: 0.2692 recall@top5: 0.8077 prec@top5: 0.1615 loss_action_cls: 0.6638 2023/07/08 02:35:42 - mmengine - INFO - Epoch(train) [8][ 680/2255] lr: 1.1250e-04 eta: 0:43:25 time: 1.6508 data_time: 0.0945 memory: 18620 grad_norm: 1.3145 loss: 0.7000 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.8235 prec@top3: 0.2745 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.7000 2023/07/08 02:36:12 - mmengine - INFO - Epoch(train) [8][ 700/2255] lr: 1.1250e-04 eta: 0:42:51 time: 1.4913 data_time: 0.0964 memory: 18620 grad_norm: 1.6107 loss: 0.7889 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 0.7889 2023/07/08 02:36:43 - mmengine - INFO - Epoch(train) [8][ 720/2255] lr: 1.1250e-04 eta: 0:42:18 time: 1.5627 data_time: 0.0870 memory: 18620 grad_norm: 1.3746 loss: 0.7538 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.6471 recall@top3: 0.7941 prec@top3: 0.2647 recall@top5: 0.8529 prec@top5: 0.1706 loss_action_cls: 0.7538 2023/07/08 02:37:13 - mmengine - INFO - Epoch(train) [8][ 740/2255] lr: 1.1250e-04 eta: 0:41:45 time: 1.4965 data_time: 0.0964 memory: 18620 grad_norm: 1.4966 loss: 0.6919 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.6919 2023/07/08 02:37:43 - mmengine - INFO - Epoch(train) [8][ 760/2255] lr: 1.1250e-04 eta: 0:41:11 time: 1.5066 data_time: 0.0924 memory: 18620 grad_norm: 1.5595 loss: 0.6350 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8000 prec@top3: 0.2667 recall@top5: 0.8000 prec@top5: 0.1600 loss_action_cls: 0.6350 2023/07/08 02:38:15 - mmengine - INFO - Epoch(train) [8][ 780/2255] lr: 1.1250e-04 eta: 0:40:38 time: 1.5892 data_time: 0.3751 memory: 18620 grad_norm: 1.5876 loss: 0.7781 recall@thr=0.5: 0.8605 prec@thr=0.5: 0.8605 recall@top3: 0.8605 prec@top3: 0.2868 recall@top5: 0.8837 prec@top5: 0.1767 loss_action_cls: 0.7781 2023/07/08 02:38:44 - mmengine - INFO - Epoch(train) [8][ 800/2255] lr: 1.1250e-04 eta: 0:40:05 time: 1.4710 data_time: 0.3575 memory: 18620 grad_norm: 1.6921 loss: 0.8473 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.7931 prec@top3: 0.2644 recall@top5: 0.7931 prec@top5: 0.1586 loss_action_cls: 0.8473 2023/07/08 02:39:17 - mmengine - INFO - Epoch(train) [8][ 820/2255] lr: 1.1250e-04 eta: 0:39:32 time: 1.6065 data_time: 0.4998 memory: 18620 grad_norm: 1.7776 loss: 0.7242 recall@thr=0.5: 0.7714 prec@thr=0.5: 0.7714 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8857 prec@top5: 0.1771 loss_action_cls: 0.7242 2023/07/08 02:39:45 - mmengine - INFO - Epoch(train) [8][ 840/2255] lr: 1.1250e-04 eta: 0:38:58 time: 1.4399 data_time: 0.3826 memory: 18620 grad_norm: 1.4264 loss: 0.7397 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.7742 recall@top3: 0.8387 prec@top3: 0.2796 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 0.7397 2023/07/08 02:40:17 - mmengine - INFO - Epoch(train) [8][ 860/2255] lr: 1.1250e-04 eta: 0:38:25 time: 1.5741 data_time: 0.4039 memory: 18620 grad_norm: 1.2426 loss: 0.9197 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.8788 recall@top3: 0.8788 prec@top3: 0.2929 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 0.9197 2023/07/08 02:40:46 - mmengine - INFO - Epoch(train) [8][ 880/2255] lr: 1.1250e-04 eta: 0:37:52 time: 1.4425 data_time: 0.2204 memory: 18620 grad_norm: 1.3260 loss: 0.8654 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8654 2023/07/08 02:41:16 - mmengine - INFO - Epoch(train) [8][ 900/2255] lr: 1.1250e-04 eta: 0:37:18 time: 1.5274 data_time: 0.0698 memory: 18620 grad_norm: 1.3737 loss: 0.7643 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6296 recall@top3: 0.6667 prec@top3: 0.2222 recall@top5: 0.6667 prec@top5: 0.1333 loss_action_cls: 0.7643 2023/07/08 02:41:45 - mmengine - INFO - Epoch(train) [8][ 920/2255] lr: 1.1250e-04 eta: 0:36:45 time: 1.4597 data_time: 0.0719 memory: 18620 grad_norm: 1.4644 loss: 0.6384 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8529 recall@top3: 0.8529 prec@top3: 0.2843 recall@top5: 0.8824 prec@top5: 0.1765 loss_action_cls: 0.6384 2023/07/08 02:42:15 - mmengine - INFO - Epoch(train) [8][ 940/2255] lr: 1.1250e-04 eta: 0:36:12 time: 1.4834 data_time: 0.2145 memory: 18620 grad_norm: 1.5460 loss: 0.8057 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.7297 recall@top3: 0.7838 prec@top3: 0.2613 recall@top5: 0.8108 prec@top5: 0.1622 loss_action_cls: 0.8057 2023/07/08 02:42:47 - mmengine - INFO - Epoch(train) [8][ 960/2255] lr: 1.1250e-04 eta: 0:35:39 time: 1.6217 data_time: 0.2664 memory: 18620 grad_norm: 1.4153 loss: 0.7608 recall@thr=0.5: 0.9062 prec@thr=0.5: 0.9062 recall@top3: 0.9375 prec@top3: 0.3125 recall@top5: 0.9375 prec@top5: 0.1875 loss_action_cls: 0.7608 2023/07/08 02:43:16 - mmengine - INFO - Epoch(train) [8][ 980/2255] lr: 1.1250e-04 eta: 0:35:05 time: 1.4423 data_time: 0.0834 memory: 18620 grad_norm: 1.6295 loss: 0.6025 recall@thr=0.5: 0.8108 prec@thr=0.5: 0.8108 recall@top3: 0.8108 prec@top3: 0.2703 recall@top5: 0.8108 prec@top5: 0.1622 loss_action_cls: 0.6025 2023/07/08 02:43:47 - mmengine - INFO - Epoch(train) [8][1000/2255] lr: 1.1250e-04 eta: 0:34:32 time: 1.5520 data_time: 0.0776 memory: 18620 grad_norm: 1.3769 loss: 0.7284 recall@thr=0.5: 0.9677 prec@thr=0.5: 0.9677 recall@top3: 1.0000 prec@top3: 0.3333 recall@top5: 1.0000 prec@top5: 0.2000 loss_action_cls: 0.7284 2023/07/08 02:44:18 - mmengine - INFO - Epoch(train) [8][1020/2255] lr: 1.1250e-04 eta: 0:33:59 time: 1.5166 data_time: 0.0909 memory: 18620 grad_norm: 1.5027 loss: 0.7856 recall@thr=0.5: 0.7429 prec@thr=0.5: 0.7429 recall@top3: 0.8286 prec@top3: 0.2762 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.7856 2023/07/08 02:44:46 - mmengine - INFO - Epoch(train) [8][1040/2255] lr: 1.1250e-04 eta: 0:33:26 time: 1.4191 data_time: 0.1522 memory: 18620 grad_norm: 1.3237 loss: 0.6862 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.6862 2023/07/08 02:45:20 - mmengine - INFO - Epoch(train) [8][1060/2255] lr: 1.1250e-04 eta: 0:32:53 time: 1.7023 data_time: 0.5536 memory: 18620 grad_norm: 1.6701 loss: 0.7077 recall@thr=0.5: 0.8919 prec@thr=0.5: 0.8919 recall@top3: 0.8919 prec@top3: 0.2973 recall@top5: 0.8919 prec@top5: 0.1784 loss_action_cls: 0.7077 2023/07/08 02:45:48 - mmengine - INFO - Epoch(train) [8][1080/2255] lr: 1.1250e-04 eta: 0:32:19 time: 1.3821 data_time: 0.3039 memory: 18620 grad_norm: 1.2020 loss: 0.5950 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8500 recall@top3: 0.9000 prec@top3: 0.3000 recall@top5: 0.9250 prec@top5: 0.1850 loss_action_cls: 0.5950 2023/07/08 02:46:20 - mmengine - INFO - Epoch(train) [8][1100/2255] lr: 1.1250e-04 eta: 0:31:46 time: 1.5939 data_time: 0.5458 memory: 18620 grad_norm: 1.4752 loss: 0.6324 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8214 recall@top3: 0.8214 prec@top3: 0.2738 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.6324 2023/07/08 02:46:48 - mmengine - INFO - Epoch(train) [8][1120/2255] lr: 1.1250e-04 eta: 0:31:13 time: 1.4194 data_time: 0.3918 memory: 18620 grad_norm: 1.5214 loss: 0.7842 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7333 recall@top3: 0.7667 prec@top3: 0.2556 recall@top5: 0.7667 prec@top5: 0.1533 loss_action_cls: 0.7842 2023/07/08 02:47:18 - mmengine - INFO - Epoch(train) [8][1140/2255] lr: 1.1250e-04 eta: 0:30:40 time: 1.5153 data_time: 0.4753 memory: 18620 grad_norm: 1.5261 loss: 0.7157 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.7157 2023/07/08 02:47:46 - mmengine - INFO - Epoch(train) [8][1160/2255] lr: 1.1250e-04 eta: 0:30:06 time: 1.3651 data_time: 0.2590 memory: 18620 grad_norm: 1.5542 loss: 0.8096 recall@thr=0.5: 0.7317 prec@thr=0.5: 0.7317 recall@top3: 0.7805 prec@top3: 0.2602 recall@top5: 0.8049 prec@top5: 0.1610 loss_action_cls: 0.8096 2023/07/08 02:48:18 - mmengine - INFO - Epoch(train) [8][1180/2255] lr: 1.1250e-04 eta: 0:29:33 time: 1.6254 data_time: 0.5176 memory: 18620 grad_norm: 1.5036 loss: 0.8060 recall@thr=0.5: 0.9091 prec@thr=0.5: 0.9091 recall@top3: 0.9394 prec@top3: 0.3131 recall@top5: 0.9697 prec@top5: 0.1939 loss_action_cls: 0.8060 2023/07/08 02:48:48 - mmengine - INFO - Epoch(train) [8][1200/2255] lr: 1.1250e-04 eta: 0:29:00 time: 1.4973 data_time: 0.3633 memory: 18620 grad_norm: 1.2668 loss: 0.6791 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.8148 recall@top3: 0.8148 prec@top3: 0.2716 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.6791 2023/07/08 02:49:11 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 02:49:20 - mmengine - INFO - Epoch(train) [8][1220/2255] lr: 1.1250e-04 eta: 0:28:27 time: 1.6068 data_time: 0.5478 memory: 18620 grad_norm: 1.4627 loss: 0.6404 recall@thr=0.5: 0.8710 prec@thr=0.5: 0.8710 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 0.6404 2023/07/08 02:49:50 - mmengine - INFO - Epoch(train) [8][1240/2255] lr: 1.1250e-04 eta: 0:27:54 time: 1.4643 data_time: 0.4298 memory: 18620 grad_norm: 1.5573 loss: 0.7304 recall@thr=0.5: 0.9200 prec@thr=0.5: 0.9200 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.7304 2023/07/08 02:50:19 - mmengine - INFO - Epoch(train) [8][1260/2255] lr: 1.1250e-04 eta: 0:27:21 time: 1.4887 data_time: 0.4049 memory: 18620 grad_norm: 1.4767 loss: 0.7448 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.7419 recall@top3: 0.7742 prec@top3: 0.2581 recall@top5: 0.7742 prec@top5: 0.1548 loss_action_cls: 0.7448 2023/07/08 02:50:45 - mmengine - INFO - Epoch(train) [8][1280/2255] lr: 1.1250e-04 eta: 0:26:47 time: 1.2895 data_time: 0.1863 memory: 18620 grad_norm: 1.6207 loss: 0.7674 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8519 prec@top3: 0.2840 recall@top5: 0.8519 prec@top5: 0.1704 loss_action_cls: 0.7674 2023/07/08 02:51:18 - mmengine - INFO - Epoch(train) [8][1300/2255] lr: 1.1250e-04 eta: 0:26:14 time: 1.6378 data_time: 0.1812 memory: 18620 grad_norm: 1.3632 loss: 0.8524 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8261 recall@top3: 0.8696 prec@top3: 0.2899 recall@top5: 0.8696 prec@top5: 0.1739 loss_action_cls: 0.8524 2023/07/08 02:51:51 - mmengine - INFO - Epoch(train) [8][1320/2255] lr: 1.1250e-04 eta: 0:25:41 time: 1.6495 data_time: 0.1074 memory: 18620 grad_norm: 1.3259 loss: 0.7800 recall@thr=0.5: 0.7949 prec@thr=0.5: 0.7949 recall@top3: 0.7949 prec@top3: 0.2650 recall@top5: 0.8205 prec@top5: 0.1641 loss_action_cls: 0.7800 2023/07/08 02:52:17 - mmengine - INFO - Epoch(train) [8][1340/2255] lr: 1.1250e-04 eta: 0:25:08 time: 1.2928 data_time: 0.0908 memory: 18620 grad_norm: 1.4622 loss: 0.7116 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8462 prec@top3: 0.2821 recall@top5: 0.8846 prec@top5: 0.1769 loss_action_cls: 0.7116 2023/07/08 02:52:50 - mmengine - INFO - Epoch(train) [8][1360/2255] lr: 1.1250e-04 eta: 0:24:35 time: 1.6604 data_time: 0.0955 memory: 18620 grad_norm: 1.3187 loss: 0.7008 recall@thr=0.5: 0.9091 prec@thr=0.5: 0.9091 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9091 prec@top5: 0.1818 loss_action_cls: 0.7008 2023/07/08 02:53:17 - mmengine - INFO - Epoch(train) [8][1380/2255] lr: 1.1250e-04 eta: 0:24:02 time: 1.3740 data_time: 0.0993 memory: 18620 grad_norm: 1.4648 loss: 0.7326 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8000 recall@top3: 0.9600 prec@top3: 0.3200 recall@top5: 0.9600 prec@top5: 0.1920 loss_action_cls: 0.7326 2023/07/08 02:53:47 - mmengine - INFO - Epoch(train) [8][1400/2255] lr: 1.1250e-04 eta: 0:23:29 time: 1.4831 data_time: 0.1052 memory: 18620 grad_norm: 1.5845 loss: 0.7374 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6538 recall@top3: 0.7308 prec@top3: 0.2436 recall@top5: 0.8462 prec@top5: 0.1692 loss_action_cls: 0.7374 2023/07/08 02:54:20 - mmengine - INFO - Epoch(train) [8][1420/2255] lr: 1.1250e-04 eta: 0:22:56 time: 1.6626 data_time: 0.1028 memory: 18620 grad_norm: 1.4401 loss: 0.6338 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.8810 recall@top3: 0.9524 prec@top3: 0.3175 recall@top5: 0.9524 prec@top5: 0.1905 loss_action_cls: 0.6338 2023/07/08 02:54:48 - mmengine - INFO - Epoch(train) [8][1440/2255] lr: 1.1250e-04 eta: 0:22:22 time: 1.3652 data_time: 0.0836 memory: 18620 grad_norm: 1.4730 loss: 0.7822 recall@thr=0.5: 0.9444 prec@thr=0.5: 0.9444 recall@top3: 0.9722 prec@top3: 0.3241 recall@top5: 0.9722 prec@top5: 0.1944 loss_action_cls: 0.7822 2023/07/08 02:55:20 - mmengine - INFO - Epoch(train) [8][1460/2255] lr: 1.1250e-04 eta: 0:21:49 time: 1.6396 data_time: 0.1066 memory: 18620 grad_norm: 1.5403 loss: 0.8250 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.7600 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.8400 prec@top5: 0.1680 loss_action_cls: 0.8250 2023/07/08 02:55:49 - mmengine - INFO - Epoch(train) [8][1480/2255] lr: 1.1250e-04 eta: 0:21:16 time: 1.4341 data_time: 0.0779 memory: 18620 grad_norm: 1.5600 loss: 0.8637 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8387 prec@top3: 0.2796 recall@top5: 0.8710 prec@top5: 0.1742 loss_action_cls: 0.8637 2023/07/08 02:56:21 - mmengine - INFO - Epoch(train) [8][1500/2255] lr: 1.1250e-04 eta: 0:20:43 time: 1.5916 data_time: 0.1015 memory: 18620 grad_norm: 1.3991 loss: 0.6526 recall@thr=0.5: 0.7714 prec@thr=0.5: 0.7714 recall@top3: 0.8286 prec@top3: 0.2762 recall@top5: 0.8286 prec@top5: 0.1657 loss_action_cls: 0.6526 2023/07/08 02:56:50 - mmengine - INFO - Epoch(train) [8][1520/2255] lr: 1.1250e-04 eta: 0:20:10 time: 1.4546 data_time: 0.0784 memory: 18620 grad_norm: 1.5138 loss: 0.6470 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.8276 recall@top3: 0.8276 prec@top3: 0.2759 recall@top5: 0.8276 prec@top5: 0.1655 loss_action_cls: 0.6470 2023/07/08 02:57:22 - mmengine - INFO - Epoch(train) [8][1540/2255] lr: 1.1250e-04 eta: 0:19:37 time: 1.5838 data_time: 0.1015 memory: 18620 grad_norm: 1.4977 loss: 0.7341 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.8667 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.9333 prec@top5: 0.1867 loss_action_cls: 0.7341 2023/07/08 02:57:48 - mmengine - INFO - Epoch(train) [8][1560/2255] lr: 1.1250e-04 eta: 0:19:04 time: 1.3305 data_time: 0.0979 memory: 18620 grad_norm: 1.3582 loss: 0.7034 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8750 recall@top3: 0.8750 prec@top3: 0.2917 recall@top5: 0.9167 prec@top5: 0.1833 loss_action_cls: 0.7034 2023/07/08 02:58:19 - mmengine - INFO - Epoch(train) [8][1580/2255] lr: 1.1250e-04 eta: 0:18:31 time: 1.5264 data_time: 0.1272 memory: 18620 grad_norm: 1.6711 loss: 0.6804 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.9231 prec@top3: 0.3077 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.6804 2023/07/08 02:58:54 - mmengine - INFO - Epoch(train) [8][1600/2255] lr: 1.1250e-04 eta: 0:17:58 time: 1.7464 data_time: 0.0865 memory: 18620 grad_norm: 1.3018 loss: 0.5607 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.7955 recall@top3: 0.7955 prec@top3: 0.2652 recall@top5: 0.8409 prec@top5: 0.1682 loss_action_cls: 0.5607 2023/07/08 02:59:22 - mmengine - INFO - Epoch(train) [8][1620/2255] lr: 1.1250e-04 eta: 0:17:25 time: 1.4187 data_time: 0.0912 memory: 18620 grad_norm: 1.6213 loss: 0.7575 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8889 prec@top3: 0.2963 recall@top5: 0.8889 prec@top5: 0.1778 loss_action_cls: 0.7575 2023/07/08 02:59:54 - mmengine - INFO - Epoch(train) [8][1640/2255] lr: 1.1250e-04 eta: 0:16:52 time: 1.5718 data_time: 0.0828 memory: 18620 grad_norm: 1.3903 loss: 0.7475 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.8667 recall@top3: 0.8667 prec@top3: 0.2889 recall@top5: 0.9000 prec@top5: 0.1800 loss_action_cls: 0.7475 2023/07/08 03:00:23 - mmengine - INFO - Epoch(train) [8][1660/2255] lr: 1.1250e-04 eta: 0:16:19 time: 1.4855 data_time: 0.0857 memory: 18620 grad_norm: 1.4261 loss: 0.7479 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8788 prec@top5: 0.1758 loss_action_cls: 0.7479 2023/07/08 03:00:54 - mmengine - INFO - Epoch(train) [8][1680/2255] lr: 1.1250e-04 eta: 0:15:46 time: 1.5110 data_time: 0.0973 memory: 18620 grad_norm: 1.5159 loss: 0.8013 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.6765 recall@top3: 0.7353 prec@top3: 0.2451 recall@top5: 0.7647 prec@top5: 0.1529 loss_action_cls: 0.8013 2023/07/08 03:01:24 - mmengine - INFO - Epoch(train) [8][1700/2255] lr: 1.1250e-04 eta: 0:15:13 time: 1.5367 data_time: 0.0891 memory: 18620 grad_norm: 1.3911 loss: 0.6794 recall@thr=0.5: 0.8378 prec@thr=0.5: 0.8378 recall@top3: 0.9189 prec@top3: 0.3063 recall@top5: 0.9189 prec@top5: 0.1838 loss_action_cls: 0.6794 2023/07/08 03:01:52 - mmengine - INFO - Epoch(train) [8][1720/2255] lr: 1.1250e-04 eta: 0:14:40 time: 1.3636 data_time: 0.0858 memory: 18620 grad_norm: 1.3586 loss: 0.6707 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.6786 recall@top3: 0.7857 prec@top3: 0.2619 recall@top5: 0.8214 prec@top5: 0.1643 loss_action_cls: 0.6707 2023/07/08 03:02:21 - mmengine - INFO - Epoch(train) [8][1740/2255] lr: 1.1250e-04 eta: 0:14:07 time: 1.4772 data_time: 0.1032 memory: 18620 grad_norm: 1.5060 loss: 0.7363 recall@thr=0.5: 0.8947 prec@thr=0.5: 0.8947 recall@top3: 0.8947 prec@top3: 0.2982 recall@top5: 0.8947 prec@top5: 0.1789 loss_action_cls: 0.7363 2023/07/08 03:02:55 - mmengine - INFO - Epoch(train) [8][1760/2255] lr: 1.1250e-04 eta: 0:13:34 time: 1.7139 data_time: 0.0818 memory: 18620 grad_norm: 1.7314 loss: 0.6452 recall@thr=0.5: 0.9474 prec@thr=0.5: 0.9474 recall@top3: 0.9737 prec@top3: 0.3246 recall@top5: 0.9737 prec@top5: 0.1947 loss_action_cls: 0.6452 2023/07/08 03:03:23 - mmengine - INFO - Epoch(train) [8][1780/2255] lr: 1.1250e-04 eta: 0:13:01 time: 1.3735 data_time: 0.0985 memory: 18620 grad_norm: 1.3874 loss: 0.7052 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.7857 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8929 prec@top5: 0.1786 loss_action_cls: 0.7052 2023/07/08 03:03:56 - mmengine - INFO - Epoch(train) [8][1800/2255] lr: 1.1250e-04 eta: 0:12:28 time: 1.6410 data_time: 0.0851 memory: 18620 grad_norm: 1.4355 loss: 0.6634 recall@thr=0.5: 0.9259 prec@thr=0.5: 0.9259 recall@top3: 0.9259 prec@top3: 0.3086 recall@top5: 0.9259 prec@top5: 0.1852 loss_action_cls: 0.6634 2023/07/08 03:04:24 - mmengine - INFO - Epoch(train) [8][1820/2255] lr: 1.1250e-04 eta: 0:11:55 time: 1.4234 data_time: 0.1040 memory: 18620 grad_norm: 1.4363 loss: 0.7174 recall@thr=0.5: 0.9286 prec@thr=0.5: 0.9286 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.7174 2023/07/08 03:04:57 - mmengine - INFO - Epoch(train) [8][1840/2255] lr: 1.1250e-04 eta: 0:11:22 time: 1.6450 data_time: 0.0757 memory: 18620 grad_norm: 1.5499 loss: 0.7117 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.9143 prec@top3: 0.3048 recall@top5: 0.9429 prec@top5: 0.1886 loss_action_cls: 0.7117 2023/07/08 03:05:26 - mmengine - INFO - Epoch(train) [8][1860/2255] lr: 1.1250e-04 eta: 0:10:49 time: 1.4424 data_time: 0.1020 memory: 18620 grad_norm: 1.3328 loss: 0.8067 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8095 recall@top3: 0.8095 prec@top3: 0.2698 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.8067 2023/07/08 03:05:58 - mmengine - INFO - Epoch(train) [8][1880/2255] lr: 1.1250e-04 eta: 0:10:16 time: 1.6250 data_time: 0.0851 memory: 18620 grad_norm: 1.6734 loss: 0.8338 recall@thr=0.5: 0.8387 prec@thr=0.5: 0.8387 recall@top3: 0.9355 prec@top3: 0.3118 recall@top5: 0.9355 prec@top5: 0.1871 loss_action_cls: 0.8338 2023/07/08 03:06:27 - mmengine - INFO - Epoch(train) [8][1900/2255] lr: 1.1250e-04 eta: 0:09:43 time: 1.4300 data_time: 0.1075 memory: 18620 grad_norm: 1.4238 loss: 0.6549 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8571 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9286 prec@top5: 0.1857 loss_action_cls: 0.6549 2023/07/08 03:07:00 - mmengine - INFO - Epoch(train) [8][1920/2255] lr: 1.1250e-04 eta: 0:09:10 time: 1.6447 data_time: 0.0858 memory: 18620 grad_norm: 1.7494 loss: 0.7409 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7381 recall@top3: 0.8095 prec@top3: 0.2698 recall@top5: 0.8810 prec@top5: 0.1762 loss_action_cls: 0.7409 2023/07/08 03:07:27 - mmengine - INFO - Epoch(train) [8][1940/2255] lr: 1.1250e-04 eta: 0:08:37 time: 1.3494 data_time: 0.0812 memory: 18620 grad_norm: 1.4986 loss: 0.6668 recall@thr=0.5: 0.8696 prec@thr=0.5: 0.8696 recall@top3: 0.8696 prec@top3: 0.2899 recall@top5: 0.9130 prec@top5: 0.1826 loss_action_cls: 0.6668 2023/07/08 03:07:58 - mmengine - INFO - Epoch(train) [8][1960/2255] lr: 1.1250e-04 eta: 0:08:04 time: 1.5793 data_time: 0.0774 memory: 18620 grad_norm: 1.6083 loss: 0.6849 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8125 recall@top3: 0.8438 prec@top3: 0.2812 recall@top5: 0.8750 prec@top5: 0.1750 loss_action_cls: 0.6849 2023/07/08 03:08:30 - mmengine - INFO - Epoch(train) [8][1980/2255] lr: 1.1250e-04 eta: 0:07:32 time: 1.5790 data_time: 0.0990 memory: 18620 grad_norm: 1.3125 loss: 0.6490 recall@thr=0.5: 0.8286 prec@thr=0.5: 0.8286 recall@top3: 0.8571 prec@top3: 0.2857 recall@top5: 0.8571 prec@top5: 0.1714 loss_action_cls: 0.6490 2023/07/08 03:09:00 - mmengine - INFO - Epoch(train) [8][2000/2255] lr: 1.1250e-04 eta: 0:06:59 time: 1.4832 data_time: 0.0860 memory: 18620 grad_norm: 1.5128 loss: 0.6865 recall@thr=0.5: 0.8929 prec@thr=0.5: 0.8929 recall@top3: 0.9286 prec@top3: 0.3095 recall@top5: 0.9643 prec@top5: 0.1929 loss_action_cls: 0.6865 2023/07/08 03:09:29 - mmengine - INFO - Epoch(train) [8][2020/2255] lr: 1.1250e-04 eta: 0:06:26 time: 1.4743 data_time: 0.0951 memory: 18620 grad_norm: 1.4729 loss: 0.8106 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7727 recall@top3: 0.8182 prec@top3: 0.2727 recall@top5: 0.8182 prec@top5: 0.1636 loss_action_cls: 0.8106 2023/07/08 03:10:02 - mmengine - INFO - Epoch(train) [8][2040/2255] lr: 1.1250e-04 eta: 0:05:53 time: 1.6354 data_time: 0.0998 memory: 18620 grad_norm: 1.2877 loss: 0.6945 recall@thr=0.5: 0.8864 prec@thr=0.5: 0.8864 recall@top3: 0.9773 prec@top3: 0.3258 recall@top5: 0.9773 prec@top5: 0.1955 loss_action_cls: 0.6945 2023/07/08 03:10:30 - mmengine - INFO - Epoch(train) [8][2060/2255] lr: 1.1250e-04 eta: 0:05:20 time: 1.4106 data_time: 0.0877 memory: 18620 grad_norm: 1.2457 loss: 0.6880 recall@thr=0.5: 0.7586 prec@thr=0.5: 0.7586 recall@top3: 0.7586 prec@top3: 0.2529 recall@top5: 0.8621 prec@top5: 0.1724 loss_action_cls: 0.6880 2023/07/08 03:11:02 - mmengine - INFO - Epoch(train) [8][2080/2255] lr: 1.1250e-04 eta: 0:04:47 time: 1.6102 data_time: 0.0840 memory: 18620 grad_norm: 1.4222 loss: 0.8022 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.4444 recall@top3: 0.4815 prec@top3: 0.1605 recall@top5: 0.4815 prec@top5: 0.0963 loss_action_cls: 0.8022 2023/07/08 03:11:31 - mmengine - INFO - Epoch(train) [8][2100/2255] lr: 1.1250e-04 eta: 0:04:14 time: 1.4373 data_time: 0.1015 memory: 18620 grad_norm: 1.4341 loss: 0.7089 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8056 recall@top3: 0.8333 prec@top3: 0.2778 recall@top5: 0.8333 prec@top5: 0.1667 loss_action_cls: 0.7089 2023/07/08 03:12:05 - mmengine - INFO - Epoch(train) [8][2120/2255] lr: 1.1250e-04 eta: 0:03:41 time: 1.6864 data_time: 0.0994 memory: 18620 grad_norm: 1.5181 loss: 0.6457 recall@thr=0.5: 0.8636 prec@thr=0.5: 0.8636 recall@top3: 0.8864 prec@top3: 0.2955 recall@top5: 0.8864 prec@top5: 0.1773 loss_action_cls: 0.6457 2023/07/08 03:12:34 - mmengine - INFO - Epoch(train) [8][2140/2255] lr: 1.1250e-04 eta: 0:03:08 time: 1.4563 data_time: 0.0818 memory: 18620 grad_norm: 1.6575 loss: 0.7603 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6400 recall@top3: 0.7600 prec@top3: 0.2533 recall@top5: 0.7600 prec@top5: 0.1520 loss_action_cls: 0.7603 2023/07/08 03:13:03 - mmengine - INFO - Epoch(train) [8][2160/2255] lr: 1.1250e-04 eta: 0:02:36 time: 1.4702 data_time: 0.0955 memory: 18620 grad_norm: 1.6777 loss: 0.7676 recall@thr=0.5: 0.8065 prec@thr=0.5: 0.8065 recall@top3: 0.8065 prec@top3: 0.2688 recall@top5: 0.8065 prec@top5: 0.1613 loss_action_cls: 0.7676 2023/07/08 03:13:34 - mmengine - INFO - Epoch(train) [8][2180/2255] lr: 1.1250e-04 eta: 0:02:03 time: 1.5595 data_time: 0.0825 memory: 18620 grad_norm: 1.6741 loss: 0.6503 recall@thr=0.5: 0.8788 prec@thr=0.5: 0.8788 recall@top3: 0.9091 prec@top3: 0.3030 recall@top5: 0.9394 prec@top5: 0.1879 loss_action_cls: 0.6503 2023/07/08 03:14:04 - mmengine - INFO - Epoch(train) [8][2200/2255] lr: 1.1250e-04 eta: 0:01:30 time: 1.4901 data_time: 0.0787 memory: 18620 grad_norm: 1.4745 loss: 0.7116 recall@thr=0.5: 0.8462 prec@thr=0.5: 0.8462 recall@top3: 0.8846 prec@top3: 0.2949 recall@top5: 0.9231 prec@top5: 0.1846 loss_action_cls: 0.7116 2023/07/08 03:14:27 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 03:14:36 - mmengine - INFO - Epoch(train) [8][2220/2255] lr: 1.1250e-04 eta: 0:00:57 time: 1.6060 data_time: 0.0961 memory: 18620 grad_norm: 1.3627 loss: 0.6557 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8182 recall@top3: 0.8485 prec@top3: 0.2828 recall@top5: 0.8788 prec@top5: 0.1758 loss_action_cls: 0.6557 2023/07/08 03:15:04 - mmengine - INFO - Epoch(train) [8][2240/2255] lr: 1.1250e-04 eta: 0:00:24 time: 1.3826 data_time: 0.1057 memory: 18620 grad_norm: 1.5073 loss: 0.7184 recall@thr=0.5: 0.9655 prec@thr=0.5: 0.9655 recall@top3: 0.9655 prec@top3: 0.3218 recall@top5: 0.9655 prec@top5: 0.1931 loss_action_cls: 0.7184 2023/07/08 03:15:20 - mmengine - INFO - Exp name: slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb_20230707_161914 2023/07/08 03:15:20 - mmengine - INFO - Epoch(train) [8][2255/2255] lr: 1.1250e-04 eta: 0:00:00 time: 1.1396 data_time: 0.0643 memory: 18620 grad_norm: 1.3842 loss: 0.6401 recall@thr=0.5: 0.8710 prec@thr=0.5: 0.8710 recall@top3: 0.8710 prec@top3: 0.2903 recall@top5: 0.9032 prec@top5: 0.1806 loss_action_cls: 0.6401 2023/07/08 03:15:20 - mmengine - INFO - Saving checkpoint at 8 epochs 2023/07/08 03:15:28 - mmengine - INFO - Epoch(val) [8][ 20/12617] eta: 0:24:45 time: 0.1179 data_time: 0.0764 memory: 730 2023/07/08 03:15:29 - mmengine - INFO - Epoch(val) [8][ 40/12617] eta: 0:19:22 time: 0.0669 data_time: 0.0280 memory: 730 2023/07/08 03:15:31 - mmengine - INFO - Epoch(val) [8][ 60/12617] eta: 0:18:06 time: 0.0747 data_time: 0.0377 memory: 730 2023/07/08 03:15:33 - mmengine - INFO - Epoch(val) [8][ 80/12617] eta: 0:18:06 time: 0.0872 data_time: 0.0489 memory: 730 2023/07/08 03:15:34 - mmengine - INFO - Epoch(val) [8][ 100/12617] eta: 0:17:24 time: 0.0704 data_time: 0.0326 memory: 730 2023/07/08 03:15:36 - mmengine - INFO - Epoch(val) [8][ 120/12617] eta: 0:17:12 time: 0.0787 data_time: 0.0383 memory: 730 2023/07/08 03:15:37 - mmengine - INFO - Epoch(val) [8][ 140/12617] eta: 0:16:42 time: 0.0664 data_time: 0.0264 memory: 730 2023/07/08 03:15:39 - mmengine - INFO - Epoch(val) [8][ 160/12617] eta: 0:16:39 time: 0.0797 data_time: 0.0381 memory: 730 2023/07/08 03:15:40 - mmengine - INFO - Epoch(val) [8][ 180/12617] eta: 0:16:23 time: 0.0695 data_time: 0.0294 memory: 730 2023/07/08 03:15:42 - mmengine - INFO - Epoch(val) [8][ 200/12617] eta: 0:16:13 time: 0.0726 data_time: 0.0323 memory: 730 2023/07/08 03:15:43 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [8][ 1080/12617] eta: 0:14:50 time: 0.0952 data_time: 0.0580 memory: 730 2023/07/08 03:16:51 - mmengine - INFO - Epoch(val) [8][ 1100/12617] eta: 0:14:46 time: 0.0620 data_time: 0.0227 memory: 730 2023/07/08 03:16:53 - mmengine - INFO - Epoch(val) [8][ 1120/12617] eta: 0:14:46 time: 0.0880 data_time: 0.0497 memory: 730 2023/07/08 03:16:54 - mmengine - INFO - Epoch(val) [8][ 1140/12617] eta: 0:14:43 time: 0.0684 data_time: 0.0287 memory: 730 2023/07/08 03:16:56 - mmengine - INFO - Epoch(val) [8][ 1160/12617] eta: 0:14:42 time: 0.0777 data_time: 0.0378 memory: 730 2023/07/08 03:16:57 - mmengine - INFO - Epoch(val) [8][ 1180/12617] eta: 0:14:38 time: 0.0662 data_time: 0.0270 memory: 730 2023/07/08 03:16:59 - mmengine - INFO - Epoch(val) [8][ 1200/12617] eta: 0:14:40 time: 0.0920 data_time: 0.0509 memory: 730 2023/07/08 03:17:00 - mmengine - INFO - Epoch(val) [8][ 1220/12617] eta: 0:14:37 time: 0.0739 data_time: 0.0349 memory: 730 2023/07/08 03:17:02 - mmengine - INFO - Epoch(val) [8][ 1240/12617] eta: 0:14:35 time: 0.0722 data_time: 0.0332 memory: 730 2023/07/08 03:17:03 - mmengine - INFO - Epoch(val) [8][ 1260/12617] eta: 0:14:32 time: 0.0700 data_time: 0.0314 memory: 730 2023/07/08 03:17:05 - mmengine - INFO - Epoch(val) [8][ 1280/12617] eta: 0:14:32 time: 0.0839 data_time: 0.0448 memory: 730 2023/07/08 03:17:06 - mmengine - INFO - Epoch(val) [8][ 1300/12617] eta: 0:14:30 time: 0.0733 data_time: 0.0320 memory: 730 2023/07/08 03:17:08 - mmengine - INFO - Epoch(val) [8][ 1320/12617] eta: 0:14:28 time: 0.0760 data_time: 0.0373 memory: 730 2023/07/08 03:17:09 - mmengine - INFO - Epoch(val) [8][ 1340/12617] eta: 0:14:25 time: 0.0679 data_time: 0.0285 memory: 730 2023/07/08 03:17:11 - mmengine - INFO - Epoch(val) [8][ 1360/12617] eta: 0:14:23 time: 0.0750 data_time: 0.0347 memory: 730 2023/07/08 03:17:12 - mmengine - INFO - Epoch(val) [8][ 1380/12617] eta: 0:14:20 time: 0.0684 data_time: 0.0302 memory: 730 2023/07/08 03:17:14 - mmengine - INFO - Epoch(val) [8][ 1400/12617] eta: 0:14:19 time: 0.0804 data_time: 0.0379 memory: 730 2023/07/08 03:17:15 - mmengine - INFO - Epoch(val) [8][ 1420/12617] eta: 0:14:16 time: 0.0667 data_time: 0.0280 memory: 730 2023/07/08 03:17:17 - mmengine - INFO - Epoch(val) [8][ 1440/12617] eta: 0:14:15 time: 0.0758 data_time: 0.0359 memory: 730 2023/07/08 03:17:18 - mmengine - INFO - Epoch(val) [8][ 1460/12617] eta: 0:14:12 time: 0.0700 data_time: 0.0314 memory: 730 2023/07/08 03:17:20 - mmengine - INFO - Epoch(val) [8][ 1480/12617] eta: 0:14:11 time: 0.0823 data_time: 0.0415 memory: 730 2023/07/08 03:17:21 - mmengine - INFO - Epoch(val) [8][ 1500/12617] eta: 0:14:10 time: 0.0738 data_time: 0.0330 memory: 730 2023/07/08 03:17:23 - mmengine - INFO - Epoch(val) [8][ 1520/12617] eta: 0:14:08 time: 0.0772 data_time: 0.0388 memory: 730 2023/07/08 03:17:25 - mmengine - INFO - Epoch(val) [8][ 1540/12617] eta: 0:14:07 time: 0.0802 data_time: 0.0407 memory: 730 2023/07/08 03:17:26 - mmengine - INFO - Epoch(val) [8][ 1560/12617] eta: 0:14:06 time: 0.0793 data_time: 0.0398 memory: 730 2023/07/08 03:17:28 - mmengine - 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mmengine - INFO - Epoch(val) [8][ 1760/12617] eta: 0:13:51 time: 0.0822 data_time: 0.0418 memory: 730 2023/07/08 03:17:43 - mmengine - INFO - Epoch(val) [8][ 1780/12617] eta: 0:13:49 time: 0.0723 data_time: 0.0336 memory: 730 2023/07/08 03:17:45 - mmengine - INFO - Epoch(val) [8][ 1800/12617] eta: 0:13:48 time: 0.0776 data_time: 0.0378 memory: 730 2023/07/08 03:17:46 - mmengine - INFO - Epoch(val) [8][ 1820/12617] eta: 0:13:45 time: 0.0632 data_time: 0.0232 memory: 730 2023/07/08 03:17:47 - mmengine - INFO - Epoch(val) [8][ 1840/12617] eta: 0:13:43 time: 0.0737 data_time: 0.0348 memory: 730 2023/07/08 03:17:49 - mmengine - INFO - Epoch(val) [8][ 1860/12617] eta: 0:13:42 time: 0.0868 data_time: 0.0456 memory: 730 2023/07/08 03:17:51 - mmengine - INFO - Epoch(val) [8][ 1880/12617] eta: 0:13:41 time: 0.0773 data_time: 0.0377 memory: 730 2023/07/08 03:17:52 - mmengine - INFO - Epoch(val) [8][ 1900/12617] eta: 0:13:38 time: 0.0670 data_time: 0.0285 memory: 730 2023/07/08 03:17:54 - mmengine - INFO - Epoch(val) [8][ 1920/12617] eta: 0:13:40 time: 0.1053 data_time: 0.0670 memory: 730 2023/07/08 03:17:56 - mmengine - INFO - Epoch(val) [8][ 1940/12617] eta: 0:13:39 time: 0.0832 data_time: 0.0446 memory: 730 2023/07/08 03:17:57 - mmengine - INFO - Epoch(val) [8][ 1960/12617] eta: 0:13:37 time: 0.0751 data_time: 0.0370 memory: 730 2023/07/08 03:17:59 - mmengine - INFO - Epoch(val) [8][ 1980/12617] eta: 0:13:35 time: 0.0714 data_time: 0.0292 memory: 730 2023/07/08 03:18:01 - mmengine - INFO - Epoch(val) [8][ 2000/12617] eta: 0:13:35 time: 0.0876 data_time: 0.0498 memory: 730 2023/07/08 03:18:02 - mmengine - INFO - Epoch(val) [8][ 2020/12617] eta: 0:13:33 time: 0.0750 data_time: 0.0347 memory: 730 2023/07/08 03:18:04 - mmengine - INFO - Epoch(val) [8][ 2040/12617] eta: 0:13:32 time: 0.0771 data_time: 0.0387 memory: 730 2023/07/08 03:18:05 - mmengine - INFO - Epoch(val) [8][ 2060/12617] eta: 0:13:29 time: 0.0692 data_time: 0.0300 memory: 730 2023/07/08 03:18:06 - mmengine - INFO - Epoch(val) [8][ 2080/12617] eta: 0:13:27 time: 0.0699 data_time: 0.0288 memory: 730 2023/07/08 03:18:08 - mmengine - INFO - Epoch(val) [8][ 2100/12617] eta: 0:13:26 time: 0.0844 data_time: 0.0457 memory: 730 2023/07/08 03:18:10 - mmengine - INFO - Epoch(val) [8][ 2120/12617] eta: 0:13:24 time: 0.0714 data_time: 0.0323 memory: 730 2023/07/08 03:18:11 - mmengine - INFO - Epoch(val) [8][ 2140/12617] eta: 0:13:23 time: 0.0807 data_time: 0.0412 memory: 730 2023/07/08 03:18:13 - mmengine - INFO - Epoch(val) [8][ 2160/12617] eta: 0:13:21 time: 0.0669 data_time: 0.0288 memory: 730 2023/07/08 03:18:14 - mmengine - INFO - Epoch(val) [8][ 2180/12617] eta: 0:13:19 time: 0.0774 data_time: 0.0384 memory: 730 2023/07/08 03:18:16 - mmengine - INFO - Epoch(val) [8][ 2200/12617] eta: 0:13:17 time: 0.0699 data_time: 0.0308 memory: 730 2023/07/08 03:18:17 - mmengine - INFO - Epoch(val) [8][ 2220/12617] eta: 0:13:16 time: 0.0766 data_time: 0.0385 memory: 730 2023/07/08 03:18:18 - mmengine - INFO - Epoch(val) [8][ 2240/12617] eta: 0:13:13 time: 0.0655 data_time: 0.0275 memory: 730 2023/07/08 03:18:20 - mmengine - 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mmengine - INFO - Epoch(val) [8][ 2780/12617] eta: 0:12:29 time: 0.0686 data_time: 0.0302 memory: 730 2023/07/08 03:19:01 - mmengine - INFO - Epoch(val) [8][ 2800/12617] eta: 0:12:27 time: 0.0711 data_time: 0.0315 memory: 730 2023/07/08 03:19:02 - mmengine - INFO - Epoch(val) [8][ 2820/12617] eta: 0:12:25 time: 0.0669 data_time: 0.0312 memory: 730 2023/07/08 03:19:04 - mmengine - INFO - Epoch(val) [8][ 2840/12617] eta: 0:12:23 time: 0.0717 data_time: 0.0343 memory: 730 2023/07/08 03:19:05 - mmengine - INFO - Epoch(val) [8][ 2860/12617] eta: 0:12:22 time: 0.0873 data_time: 0.0479 memory: 730 2023/07/08 03:19:08 - mmengine - INFO - Epoch(val) [8][ 2880/12617] eta: 0:12:23 time: 0.1125 data_time: 0.0739 memory: 730 2023/07/08 03:19:09 - mmengine - INFO - Epoch(val) [8][ 2900/12617] eta: 0:12:23 time: 0.0932 data_time: 0.0565 memory: 730 2023/07/08 03:19:11 - mmengine - INFO - Epoch(val) [8][ 2920/12617] eta: 0:12:21 time: 0.0660 data_time: 0.0294 memory: 730 2023/07/08 03:19:12 - mmengine - 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mmengine - INFO - Epoch(val) [8][ 8900/12617] eta: 0:05:16 time: 0.1400 data_time: 0.1035 memory: 730 2023/07/08 03:28:10 - mmengine - INFO - Epoch(val) [8][ 8920/12617] eta: 0:05:14 time: 0.0715 data_time: 0.0357 memory: 730 2023/07/08 03:28:13 - mmengine - INFO - Epoch(val) [8][ 8940/12617] eta: 0:05:13 time: 0.1251 data_time: 0.0868 memory: 730 2023/07/08 03:28:15 - mmengine - INFO - Epoch(val) [8][ 8960/12617] eta: 0:05:11 time: 0.1028 data_time: 0.0664 memory: 730 2023/07/08 03:28:17 - mmengine - INFO - Epoch(val) [8][ 8980/12617] eta: 0:05:10 time: 0.1181 data_time: 0.0803 memory: 730 2023/07/08 03:28:19 - mmengine - INFO - Epoch(val) [8][ 9000/12617] eta: 0:05:08 time: 0.0668 data_time: 0.0289 memory: 730 2023/07/08 03:28:20 - mmengine - INFO - Epoch(val) [8][ 9020/12617] eta: 0:05:06 time: 0.0829 data_time: 0.0449 memory: 730 2023/07/08 03:28:22 - mmengine - INFO - Epoch(val) [8][ 9040/12617] eta: 0:05:05 time: 0.0949 data_time: 0.0575 memory: 730 2023/07/08 03:28:24 - mmengine - INFO - Epoch(val) [8][ 9060/12617] eta: 0:05:03 time: 0.1002 data_time: 0.0635 memory: 730 2023/07/08 03:28:26 - mmengine - INFO - Epoch(val) [8][ 9080/12617] eta: 0:05:01 time: 0.0946 data_time: 0.0580 memory: 730 2023/07/08 03:28:28 - mmengine - INFO - Epoch(val) [8][ 9100/12617] eta: 0:05:00 time: 0.0804 data_time: 0.0430 memory: 730 2023/07/08 03:28:29 - mmengine - INFO - Epoch(val) [8][ 9120/12617] eta: 0:04:58 time: 0.0763 data_time: 0.0400 memory: 730 2023/07/08 03:28:31 - mmengine - INFO - Epoch(val) [8][ 9140/12617] eta: 0:04:56 time: 0.0774 data_time: 0.0419 memory: 730 2023/07/08 03:28:32 - mmengine - INFO - Epoch(val) [8][ 9160/12617] eta: 0:04:54 time: 0.0797 data_time: 0.0436 memory: 730 2023/07/08 03:28:34 - mmengine - INFO - Epoch(val) [8][ 9180/12617] eta: 0:04:53 time: 0.0923 data_time: 0.0553 memory: 730 2023/07/08 03:28:36 - mmengine - INFO - Epoch(val) [8][ 9200/12617] eta: 0:04:51 time: 0.0743 data_time: 0.0377 memory: 730 2023/07/08 03:28:38 - mmengine - INFO - Epoch(val) [8][ 9220/12617] eta: 0:04:49 time: 0.0994 data_time: 0.0608 memory: 730 2023/07/08 03:28:40 - mmengine - INFO - Epoch(val) [8][ 9240/12617] eta: 0:04:48 time: 0.0991 data_time: 0.0598 memory: 730 2023/07/08 03:28:42 - mmengine - INFO - Epoch(val) [8][ 9260/12617] eta: 0:04:46 time: 0.0897 data_time: 0.0515 memory: 730 2023/07/08 03:28:44 - mmengine - INFO - Epoch(val) [8][ 9280/12617] eta: 0:04:45 time: 0.1265 data_time: 0.0913 memory: 730 2023/07/08 03:28:46 - mmengine - INFO - Epoch(val) [8][ 9300/12617] eta: 0:04:43 time: 0.1106 data_time: 0.0734 memory: 730 2023/07/08 03:28:49 - mmengine - INFO - Epoch(val) [8][ 9320/12617] eta: 0:04:42 time: 0.1215 data_time: 0.0846 memory: 730 2023/07/08 03:28:51 - mmengine - INFO - Epoch(val) [8][ 9340/12617] eta: 0:04:40 time: 0.0877 data_time: 0.0515 memory: 730 2023/07/08 03:28:52 - mmengine - INFO - Epoch(val) [8][ 9360/12617] eta: 0:04:38 time: 0.0786 data_time: 0.0397 memory: 730 2023/07/08 03:28:54 - mmengine - INFO - Epoch(val) [8][ 9380/12617] eta: 0:04:36 time: 0.0683 data_time: 0.0306 memory: 730 2023/07/08 03:28:55 - mmengine - 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mmengine - INFO - Epoch(val) [8][ 9580/12617] eta: 0:04:19 time: 0.0744 data_time: 0.0386 memory: 730 2023/07/08 03:29:11 - mmengine - INFO - Epoch(val) [8][ 9600/12617] eta: 0:04:17 time: 0.0886 data_time: 0.0498 memory: 730 2023/07/08 03:29:13 - mmengine - INFO - Epoch(val) [8][ 9620/12617] eta: 0:04:15 time: 0.0881 data_time: 0.0511 memory: 730 2023/07/08 03:29:15 - mmengine - INFO - Epoch(val) [8][ 9640/12617] eta: 0:04:14 time: 0.1059 data_time: 0.0692 memory: 730 2023/07/08 03:29:16 - mmengine - INFO - Epoch(val) [8][ 9660/12617] eta: 0:04:12 time: 0.0844 data_time: 0.0473 memory: 730 2023/07/08 03:29:18 - mmengine - INFO - Epoch(val) [8][ 9680/12617] eta: 0:04:10 time: 0.0649 data_time: 0.0298 memory: 730 2023/07/08 03:29:20 - mmengine - INFO - Epoch(val) [8][ 9700/12617] eta: 0:04:09 time: 0.1368 data_time: 0.0985 memory: 730 2023/07/08 03:29:23 - mmengine - INFO - Epoch(val) [8][ 9720/12617] eta: 0:04:07 time: 0.1499 data_time: 0.1133 memory: 730 2023/07/08 03:29:26 - mmengine - 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INFO - Epoch(val) [8][10080/12617] eta: 0:03:37 time: 0.0905 data_time: 0.0528 memory: 730 2023/07/08 03:29:59 - mmengine - INFO - Epoch(val) [8][10100/12617] eta: 0:03:36 time: 0.0670 data_time: 0.0297 memory: 730 2023/07/08 03:30:01 - mmengine - INFO - Epoch(val) [8][10120/12617] eta: 0:03:34 time: 0.0844 data_time: 0.0464 memory: 730 2023/07/08 03:30:03 - mmengine - INFO - Epoch(val) [8][10140/12617] eta: 0:03:32 time: 0.0899 data_time: 0.0533 memory: 730 2023/07/08 03:30:04 - mmengine - INFO - Epoch(val) [8][10160/12617] eta: 0:03:30 time: 0.0861 data_time: 0.0468 memory: 730 2023/07/08 03:30:06 - mmengine - INFO - Epoch(val) [8][10180/12617] eta: 0:03:29 time: 0.0695 data_time: 0.0312 memory: 730 2023/07/08 03:30:08 - mmengine - INFO - Epoch(val) [8][10200/12617] eta: 0:03:27 time: 0.1098 data_time: 0.0733 memory: 730 2023/07/08 03:30:10 - mmengine - INFO - Epoch(val) [8][10220/12617] eta: 0:03:25 time: 0.1043 data_time: 0.0672 memory: 730 2023/07/08 03:30:13 - mmengine - INFO - Epoch(val) [8][10240/12617] eta: 0:03:24 time: 0.1380 data_time: 0.0977 memory: 730 2023/07/08 03:30:15 - mmengine - INFO - Epoch(val) [8][10260/12617] eta: 0:03:22 time: 0.1111 data_time: 0.0740 memory: 730 2023/07/08 03:30:17 - mmengine - INFO - Epoch(val) [8][10280/12617] eta: 0:03:21 time: 0.0916 data_time: 0.0530 memory: 730 2023/07/08 03:30:19 - mmengine - INFO - Epoch(val) [8][10300/12617] eta: 0:03:19 time: 0.0753 data_time: 0.0363 memory: 730 2023/07/08 03:30:20 - mmengine - INFO - Epoch(val) [8][10320/12617] eta: 0:03:17 time: 0.0816 data_time: 0.0440 memory: 730 2023/07/08 03:30:22 - mmengine - INFO - Epoch(val) [8][10340/12617] eta: 0:03:15 time: 0.0780 data_time: 0.0393 memory: 730 2023/07/08 03:30:24 - mmengine - INFO - Epoch(val) [8][10360/12617] eta: 0:03:14 time: 0.1029 data_time: 0.0655 memory: 730 2023/07/08 03:30:26 - mmengine - INFO - Epoch(val) [8][10380/12617] eta: 0:03:12 time: 0.0858 data_time: 0.0459 memory: 730 2023/07/08 03:30:28 - mmengine - INFO - Epoch(val) [8][10400/12617] eta: 0:03:10 time: 0.1100 data_time: 0.0746 memory: 730 2023/07/08 03:30:29 - mmengine - INFO - Epoch(val) [8][10420/12617] eta: 0:03:09 time: 0.0839 data_time: 0.0460 memory: 730 2023/07/08 03:30:32 - mmengine - INFO - Epoch(val) [8][10440/12617] eta: 0:03:07 time: 0.1087 data_time: 0.0732 memory: 730 2023/07/08 03:30:34 - mmengine - INFO - Epoch(val) [8][10460/12617] eta: 0:03:05 time: 0.0949 data_time: 0.0584 memory: 730 2023/07/08 03:30:36 - mmengine - INFO - Epoch(val) [8][10480/12617] eta: 0:03:04 time: 0.1074 data_time: 0.0700 memory: 730 2023/07/08 03:30:37 - mmengine - INFO - Epoch(val) [8][10500/12617] eta: 0:03:02 time: 0.0787 data_time: 0.0403 memory: 730 2023/07/08 03:30:39 - mmengine - INFO - Epoch(val) [8][10520/12617] eta: 0:03:00 time: 0.1056 data_time: 0.0678 memory: 730 2023/07/08 03:30:41 - mmengine - INFO - Epoch(val) [8][10540/12617] eta: 0:02:59 time: 0.0610 data_time: 0.0220 memory: 730 2023/07/08 03:30:42 - mmengine - INFO - Epoch(val) [8][10560/12617] eta: 0:02:57 time: 0.0841 data_time: 0.0418 memory: 730 2023/07/08 03:30:44 - mmengine - INFO - Epoch(val) [8][10580/12617] eta: 0:02:55 time: 0.0742 data_time: 0.0388 memory: 730 2023/07/08 03:30:46 - mmengine - INFO - Epoch(val) [8][10600/12617] eta: 0:02:53 time: 0.1127 data_time: 0.0755 memory: 730 2023/07/08 03:30:48 - mmengine - INFO - Epoch(val) [8][10620/12617] eta: 0:02:52 time: 0.0915 data_time: 0.0552 memory: 730 2023/07/08 03:30:50 - mmengine - INFO - Epoch(val) [8][10640/12617] eta: 0:02:50 time: 0.1034 data_time: 0.0658 memory: 730 2023/07/08 03:30:52 - mmengine - INFO - Epoch(val) [8][10660/12617] eta: 0:02:48 time: 0.1011 data_time: 0.0647 memory: 730 2023/07/08 03:30:55 - mmengine - INFO - Epoch(val) [8][10680/12617] eta: 0:02:47 time: 0.1260 data_time: 0.0887 memory: 730 2023/07/08 03:30:56 - mmengine - INFO - Epoch(val) [8][10700/12617] eta: 0:02:45 time: 0.0865 data_time: 0.0472 memory: 730 2023/07/08 03:30:59 - mmengine - INFO - Epoch(val) [8][10720/12617] eta: 0:02:43 time: 0.1263 data_time: 0.0883 memory: 730 2023/07/08 03:31:01 - mmengine - INFO - Epoch(val) [8][10740/12617] eta: 0:02:42 time: 0.1014 data_time: 0.0636 memory: 730 2023/07/08 03:31:03 - mmengine - INFO - Epoch(val) [8][10760/12617] eta: 0:02:40 time: 0.0826 data_time: 0.0446 memory: 730 2023/07/08 03:31:04 - mmengine - INFO - Epoch(val) [8][10780/12617] eta: 0:02:38 time: 0.0887 data_time: 0.0508 memory: 730 2023/07/08 03:31:07 - mmengine - INFO - Epoch(val) [8][10800/12617] eta: 0:02:37 time: 0.1064 data_time: 0.0683 memory: 730 2023/07/08 03:31:09 - mmengine - INFO - Epoch(val) [8][10820/12617] eta: 0:02:35 time: 0.1025 data_time: 0.0632 memory: 730 2023/07/08 03:31:11 - mmengine - INFO - Epoch(val) [8][10840/12617] eta: 0:02:33 time: 0.1234 data_time: 0.0859 memory: 730 2023/07/08 03:31:13 - mmengine - INFO - Epoch(val) [8][10860/12617] eta: 0:02:32 time: 0.0950 data_time: 0.0572 memory: 730 2023/07/08 03:31:15 - mmengine - INFO - Epoch(val) [8][10880/12617] eta: 0:02:30 time: 0.0943 data_time: 0.0558 memory: 730 2023/07/08 03:31:16 - mmengine - INFO - Epoch(val) [8][10900/12617] eta: 0:02:28 time: 0.0800 data_time: 0.0423 memory: 730 2023/07/08 03:31:19 - mmengine - INFO - Epoch(val) [8][10920/12617] eta: 0:02:27 time: 0.1037 data_time: 0.0664 memory: 730 2023/07/08 03:31:20 - mmengine - INFO - Epoch(val) [8][10940/12617] eta: 0:02:25 time: 0.0831 data_time: 0.0431 memory: 730 2023/07/08 03:31:22 - mmengine - INFO - Epoch(val) [8][10960/12617] eta: 0:02:23 time: 0.0698 data_time: 0.0327 memory: 730 2023/07/08 03:31:23 - mmengine - INFO - Epoch(val) [8][10980/12617] eta: 0:02:21 time: 0.0615 data_time: 0.0242 memory: 730 2023/07/08 03:31:25 - mmengine - INFO - Epoch(val) [8][11000/12617] eta: 0:02:20 time: 0.1228 data_time: 0.0863 memory: 730 2023/07/08 03:31:28 - mmengine - INFO - Epoch(val) [8][11020/12617] eta: 0:02:18 time: 0.1073 data_time: 0.0661 memory: 730 2023/07/08 03:31:30 - mmengine - INFO - Epoch(val) [8][11040/12617] eta: 0:02:16 time: 0.1382 data_time: 0.1019 memory: 730 2023/07/08 03:31:32 - mmengine - INFO - Epoch(val) [8][11060/12617] eta: 0:02:15 time: 0.0898 data_time: 0.0541 memory: 730 2023/07/08 03:31:34 - mmengine - INFO - Epoch(val) [8][11080/12617] eta: 0:02:13 time: 0.1159 data_time: 0.0772 memory: 730 2023/07/08 03:31:36 - mmengine - INFO - Epoch(val) [8][11100/12617] eta: 0:02:11 time: 0.0976 data_time: 0.0582 memory: 730 2023/07/08 03:31:39 - mmengine - INFO - Epoch(val) [8][11120/12617] eta: 0:02:10 time: 0.1086 data_time: 0.0718 memory: 730 2023/07/08 03:31:40 - mmengine - INFO - Epoch(val) [8][11140/12617] eta: 0:02:08 time: 0.0760 data_time: 0.0381 memory: 730 2023/07/08 03:31:42 - mmengine - INFO - Epoch(val) [8][11160/12617] eta: 0:02:06 time: 0.0771 data_time: 0.0409 memory: 730 2023/07/08 03:31:43 - mmengine - INFO - Epoch(val) [8][11180/12617] eta: 0:02:04 time: 0.0728 data_time: 0.0344 memory: 730 2023/07/08 03:31:46 - mmengine - INFO - Epoch(val) [8][11200/12617] eta: 0:02:03 time: 0.1447 data_time: 0.1073 memory: 730 2023/07/08 03:31:48 - mmengine - INFO - Epoch(val) [8][11220/12617] eta: 0:02:01 time: 0.1022 data_time: 0.0662 memory: 730 2023/07/08 03:31:51 - mmengine - INFO - Epoch(val) [8][11240/12617] eta: 0:01:59 time: 0.1386 data_time: 0.1022 memory: 730 2023/07/08 03:31:53 - mmengine - INFO - Epoch(val) [8][11260/12617] eta: 0:01:58 time: 0.1007 data_time: 0.0650 memory: 730 2023/07/08 03:31:56 - mmengine - INFO - Epoch(val) [8][11280/12617] eta: 0:01:56 time: 0.1305 data_time: 0.0929 memory: 730 2023/07/08 03:31:57 - mmengine - INFO - Epoch(val) [8][11300/12617] eta: 0:01:54 time: 0.0659 data_time: 0.0275 memory: 730 2023/07/08 03:31:58 - mmengine - INFO - Epoch(val) [8][11320/12617] eta: 0:01:52 time: 0.0798 data_time: 0.0410 memory: 730 2023/07/08 03:32:00 - mmengine - INFO - Epoch(val) [8][11340/12617] eta: 0:01:51 time: 0.0729 data_time: 0.0352 memory: 730 2023/07/08 03:32:02 - mmengine - INFO - Epoch(val) [8][11360/12617] eta: 0:01:49 time: 0.0852 data_time: 0.0468 memory: 730 2023/07/08 03:32:03 - mmengine - INFO - Epoch(val) [8][11380/12617] eta: 0:01:47 time: 0.0705 data_time: 0.0335 memory: 730 2023/07/08 03:32:06 - mmengine - INFO - Epoch(val) [8][11400/12617] eta: 0:01:46 time: 0.1350 data_time: 0.0978 memory: 730 2023/07/08 03:32:08 - mmengine - INFO - Epoch(val) [8][11420/12617] eta: 0:01:44 time: 0.1053 data_time: 0.0678 memory: 730 2023/07/08 03:32:10 - mmengine - INFO - Epoch(val) [8][11440/12617] eta: 0:01:42 time: 0.1000 data_time: 0.0643 memory: 730 2023/07/08 03:32:12 - mmengine - INFO - Epoch(val) [8][11460/12617] eta: 0:01:40 time: 0.0922 data_time: 0.0547 memory: 730 2023/07/08 03:32:15 - mmengine - INFO - Epoch(val) [8][11480/12617] eta: 0:01:39 time: 0.1705 data_time: 0.1342 memory: 730 2023/07/08 03:32:18 - mmengine - INFO - Epoch(val) [8][11500/12617] eta: 0:01:37 time: 0.1353 data_time: 0.0981 memory: 730 2023/07/08 03:32:21 - mmengine - INFO - Epoch(val) [8][11520/12617] eta: 0:01:36 time: 0.1626 data_time: 0.1259 memory: 730 2023/07/08 03:32:23 - mmengine - INFO - Epoch(val) [8][11540/12617] eta: 0:01:34 time: 0.0867 data_time: 0.0498 memory: 730 2023/07/08 03:32:25 - mmengine - INFO - Epoch(val) [8][11560/12617] eta: 0:01:32 time: 0.0836 data_time: 0.0462 memory: 730 2023/07/08 03:32:26 - mmengine - INFO - Epoch(val) [8][11580/12617] eta: 0:01:30 time: 0.0774 data_time: 0.0409 memory: 730 2023/07/08 03:32:28 - mmengine - INFO - Epoch(val) [8][11600/12617] eta: 0:01:29 time: 0.1044 data_time: 0.0689 memory: 730 2023/07/08 03:32:30 - mmengine - INFO - Epoch(val) [8][11620/12617] eta: 0:01:27 time: 0.0758 data_time: 0.0376 memory: 730 2023/07/08 03:32:31 - mmengine - INFO - Epoch(val) [8][11640/12617] eta: 0:01:25 time: 0.0807 data_time: 0.0425 memory: 730 2023/07/08 03:32:33 - mmengine - INFO - Epoch(val) [8][11660/12617] eta: 0:01:23 time: 0.0721 data_time: 0.0356 memory: 730 2023/07/08 03:32:35 - mmengine - INFO - Epoch(val) [8][11680/12617] eta: 0:01:21 time: 0.0923 data_time: 0.0525 memory: 730 2023/07/08 03:32:36 - mmengine - INFO - Epoch(val) [8][11700/12617] eta: 0:01:20 time: 0.0730 data_time: 0.0352 memory: 730 2023/07/08 03:32:38 - mmengine - INFO - Epoch(val) [8][11720/12617] eta: 0:01:18 time: 0.0833 data_time: 0.0452 memory: 730 2023/07/08 03:32:40 - mmengine - INFO - Epoch(val) [8][11740/12617] eta: 0:01:16 time: 0.0908 data_time: 0.0528 memory: 730 2023/07/08 03:32:42 - mmengine - INFO - Epoch(val) [8][11760/12617] eta: 0:01:14 time: 0.1058 data_time: 0.0688 memory: 730 2023/07/08 03:32:43 - mmengine - INFO - Epoch(val) [8][11780/12617] eta: 0:01:13 time: 0.0772 data_time: 0.0386 memory: 730 2023/07/08 03:32:46 - mmengine - INFO - Epoch(val) [8][11800/12617] eta: 0:01:11 time: 0.1127 data_time: 0.0731 memory: 730 2023/07/08 03:32:48 - mmengine - INFO - Epoch(val) [8][11820/12617] eta: 0:01:09 time: 0.1027 data_time: 0.0659 memory: 730 2023/07/08 03:32:50 - mmengine - INFO - Epoch(val) [8][11840/12617] eta: 0:01:08 time: 0.1227 data_time: 0.0858 memory: 730 2023/07/08 03:32:52 - mmengine - INFO - Epoch(val) [8][11860/12617] eta: 0:01:06 time: 0.0815 data_time: 0.0428 memory: 730 2023/07/08 03:32:54 - mmengine - INFO - Epoch(val) [8][11880/12617] eta: 0:01:04 time: 0.1037 data_time: 0.0650 memory: 730 2023/07/08 03:32:56 - mmengine - INFO - Epoch(val) [8][11900/12617] eta: 0:01:02 time: 0.0883 data_time: 0.0505 memory: 730 2023/07/08 03:32:58 - mmengine - INFO - Epoch(val) [8][11920/12617] eta: 0:01:01 time: 0.1002 data_time: 0.0639 memory: 730 2023/07/08 03:32:59 - mmengine - INFO - Epoch(val) [8][11940/12617] eta: 0:00:59 time: 0.0727 data_time: 0.0338 memory: 730 2023/07/08 03:33:01 - mmengine - INFO - Epoch(val) [8][11960/12617] eta: 0:00:57 time: 0.0776 data_time: 0.0415 memory: 730 2023/07/08 03:33:02 - mmengine - INFO - Epoch(val) [8][11980/12617] eta: 0:00:55 time: 0.0747 data_time: 0.0360 memory: 730 2023/07/08 03:33:04 - mmengine - INFO - Epoch(val) [8][12000/12617] eta: 0:00:54 time: 0.0777 data_time: 0.0418 memory: 730 2023/07/08 03:33:05 - mmengine - INFO - Epoch(val) [8][12020/12617] eta: 0:00:52 time: 0.0756 data_time: 0.0379 memory: 730 2023/07/08 03:33:08 - mmengine - INFO - Epoch(val) [8][12040/12617] eta: 0:00:50 time: 0.1295 data_time: 0.0927 memory: 730 2023/07/08 03:33:10 - mmengine - INFO - Epoch(val) [8][12060/12617] eta: 0:00:48 time: 0.1138 data_time: 0.0743 memory: 730 2023/07/08 03:33:13 - mmengine - INFO - Epoch(val) [8][12080/12617] eta: 0:00:47 time: 0.1232 data_time: 0.0844 memory: 730 2023/07/08 03:33:14 - mmengine - INFO - Epoch(val) [8][12100/12617] eta: 0:00:45 time: 0.0877 data_time: 0.0508 memory: 730 2023/07/08 03:33:16 - mmengine - INFO - Epoch(val) [8][12120/12617] eta: 0:00:43 time: 0.0940 data_time: 0.0545 memory: 730 2023/07/08 03:33:18 - mmengine - INFO - Epoch(val) [8][12140/12617] eta: 0:00:41 time: 0.0740 data_time: 0.0374 memory: 730 2023/07/08 03:33:19 - mmengine - INFO - Epoch(val) [8][12160/12617] eta: 0:00:40 time: 0.0791 data_time: 0.0388 memory: 730 2023/07/08 03:33:21 - mmengine - INFO - Epoch(val) [8][12180/12617] eta: 0:00:38 time: 0.0744 data_time: 0.0364 memory: 730 2023/07/08 03:33:23 - mmengine - INFO - Epoch(val) [8][12200/12617] eta: 0:00:36 time: 0.0825 data_time: 0.0451 memory: 730 2023/07/08 03:33:24 - mmengine - INFO - Epoch(val) [8][12220/12617] eta: 0:00:34 time: 0.0794 data_time: 0.0406 memory: 730 2023/07/08 03:33:26 - mmengine - INFO - Epoch(val) [8][12240/12617] eta: 0:00:33 time: 0.0854 data_time: 0.0471 memory: 730 2023/07/08 03:33:28 - mmengine - INFO - Epoch(val) [8][12260/12617] eta: 0:00:31 time: 0.0775 data_time: 0.0397 memory: 730 2023/07/08 03:33:29 - mmengine - INFO - Epoch(val) [8][12280/12617] eta: 0:00:29 time: 0.0856 data_time: 0.0478 memory: 730 2023/07/08 03:33:31 - mmengine - INFO - Epoch(val) [8][12300/12617] eta: 0:00:27 time: 0.0920 data_time: 0.0534 memory: 730 2023/07/08 03:33:33 - mmengine - INFO - Epoch(val) [8][12320/12617] eta: 0:00:26 time: 0.0960 data_time: 0.0595 memory: 730 2023/07/08 03:33:35 - mmengine - INFO - Epoch(val) [8][12340/12617] eta: 0:00:24 time: 0.0895 data_time: 0.0531 memory: 730 2023/07/08 03:33:37 - mmengine - INFO - Epoch(val) [8][12360/12617] eta: 0:00:22 time: 0.1145 data_time: 0.0770 memory: 730 2023/07/08 03:33:39 - mmengine - INFO - Epoch(val) [8][12380/12617] eta: 0:00:20 time: 0.0947 data_time: 0.0593 memory: 730 2023/07/08 03:33:41 - mmengine - INFO - Epoch(val) [8][12400/12617] eta: 0:00:19 time: 0.1095 data_time: 0.0736 memory: 730 2023/07/08 03:33:43 - mmengine - INFO - Epoch(val) [8][12420/12617] eta: 0:00:17 time: 0.1115 data_time: 0.0756 memory: 730 2023/07/08 03:33:46 - mmengine - INFO - Epoch(val) [8][12440/12617] eta: 0:00:15 time: 0.1311 data_time: 0.0956 memory: 730 2023/07/08 03:33:48 - mmengine - INFO - Epoch(val) [8][12460/12617] eta: 0:00:13 time: 0.1160 data_time: 0.0804 memory: 730 2023/07/08 03:33:50 - mmengine - INFO - Epoch(val) [8][12480/12617] eta: 0:00:12 time: 0.0635 data_time: 0.0275 memory: 730 2023/07/08 03:33:52 - mmengine - INFO - Epoch(val) [8][12500/12617] eta: 0:00:10 time: 0.1098 data_time: 0.0727 memory: 730 2023/07/08 03:33:54 - mmengine - INFO - Epoch(val) [8][12520/12617] eta: 0:00:08 time: 0.0882 data_time: 0.0512 memory: 730 2023/07/08 03:33:56 - mmengine - INFO - Epoch(val) [8][12540/12617] eta: 0:00:06 time: 0.1006 data_time: 0.0620 memory: 730 2023/07/08 03:33:57 - mmengine - INFO - Epoch(val) [8][12560/12617] eta: 0:00:05 time: 0.0716 data_time: 0.0357 memory: 730 2023/07/08 03:33:59 - mmengine - INFO - Epoch(val) [8][12580/12617] eta: 0:00:03 time: 0.0723 data_time: 0.0367 memory: 730 2023/07/08 03:34:00 - mmengine - INFO - Epoch(val) [8][12600/12617] eta: 0:00:01 time: 0.0611 data_time: 0.0259 memory: 730 2023/07/08 03:35:48 - mmengine - INFO - do not evaluate aerobic kick jump 2023/07/08 03:35:48 - mmengine - INFO - do not evaluate aerobic off axis jump 2023/07/08 03:35:48 - mmengine - INFO - do not evaluate aerobic butterfly jump 2023/07/08 03:35:48 - mmengine - INFO - do not evaluate aerobic balance turn 2023/07/08 03:35:50 - mmengine - INFO - do not evaluate basketball save 2023/07/08 03:35:50 - mmengine - INFO - do not evaluate basketball jump ball 2023/07/08 03:35:50 - mmengine - INFO - frameAP_0.5 2023/07/08 03:35:50 - mmengine - INFO - aerobic push up 65.68 2023/07/08 03:35:50 - mmengine - INFO - aerobic explosive push up 81.54 2023/07/08 03:35:50 - mmengine - INFO - aerobic explosive support 79.85 2023/07/08 03:35:50 - mmengine - INFO - aerobic leg circle 67.82 2023/07/08 03:35:50 - mmengine - INFO - aerobic helicopter 80.68 2023/07/08 03:35:50 - mmengine - INFO - aerobic support 89.07 2023/07/08 03:35:50 - mmengine - INFO - aerobic v support 59.31 2023/07/08 03:35:50 - mmengine - INFO - aerobic horizontal support 81.36 2023/07/08 03:35:50 - mmengine - INFO - aerobic straight jump 53.03 2023/07/08 03:35:50 - mmengine - INFO - aerobic illusion 73.81 2023/07/08 03:35:50 - mmengine - INFO - aerobic bent leg(s) jump 46.80 2023/07/08 03:35:50 - mmengine - INFO - aerobic pike jump 47.22 2023/07/08 03:35:50 - mmengine - INFO - aerobic straddle jump 50.38 2023/07/08 03:35:50 - mmengine - INFO - aerobic split jump 44.32 2023/07/08 03:35:50 - mmengine - INFO - aerobic scissors leap 57.20 2023/07/08 03:35:50 - mmengine - INFO - aerobic split 60.68 2023/07/08 03:35:50 - mmengine - INFO - aerobic turn 69.09 2023/07/08 03:35:50 - mmengine - INFO - volleyball serve 94.36 2023/07/08 03:35:50 - mmengine - INFO - volleyball block 51.63 2023/07/08 03:35:50 - mmengine - INFO - volleyball first pass 59.34 2023/07/08 03:35:50 - mmengine - INFO - volleyball defend 39.14 2023/07/08 03:35:50 - mmengine - INFO - volleyball protect 11.80 2023/07/08 03:35:50 - mmengine - INFO - volleyball second pass 69.69 2023/07/08 03:35:50 - mmengine - INFO - volleyball adjust 10.16 2023/07/08 03:35:50 - mmengine - INFO - volleyball save 15.06 2023/07/08 03:35:50 - mmengine - INFO - volleyball second attack 9.23 2023/07/08 03:35:50 - mmengine - INFO - volleyball spike 66.50 2023/07/08 03:35:50 - mmengine - INFO - volleyball dink 16.03 2023/07/08 03:35:50 - mmengine - INFO - volleyball no offensive attack 24.53 2023/07/08 03:35:50 - mmengine - INFO - football shoot 6.95 2023/07/08 03:35:50 - mmengine - INFO - football long pass 31.94 2023/07/08 03:35:50 - mmengine - INFO - football short pass 49.41 2023/07/08 03:35:50 - mmengine - INFO - football through pass 2.59 2023/07/08 03:35:50 - mmengine - INFO - football cross 19.47 2023/07/08 03:35:50 - mmengine - INFO - football dribble 44.40 2023/07/08 03:35:50 - mmengine - INFO - football trap 53.68 2023/07/08 03:35:50 - mmengine - INFO - football throw 37.84 2023/07/08 03:35:50 - mmengine - INFO - football diving 25.17 2023/07/08 03:35:50 - mmengine - INFO - football tackle 2.40 2023/07/08 03:35:50 - mmengine - INFO - football steal 0.78 2023/07/08 03:35:50 - mmengine - INFO - football clearance 13.36 2023/07/08 03:35:50 - mmengine - INFO - football block 2.90 2023/07/08 03:35:50 - mmengine - INFO - football press 15.64 2023/07/08 03:35:50 - mmengine - INFO - football aerial duels 3.61 2023/07/08 03:35:50 - mmengine - INFO - basketball pass 42.56 2023/07/08 03:35:50 - mmengine - INFO - basketball drive 12.76 2023/07/08 03:35:50 - mmengine - INFO - basketball dribble 79.71 2023/07/08 03:35:50 - mmengine - INFO - basketball 3-point shot 51.43 2023/07/08 03:35:50 - mmengine - INFO - basketball 2-point shot 41.06 2023/07/08 03:35:50 - mmengine - INFO - basketball free throw 70.91 2023/07/08 03:35:50 - mmengine - INFO - basketball block 1.05 2023/07/08 03:35:50 - mmengine - INFO - basketball offensive rebound 13.04 2023/07/08 03:35:50 - mmengine - INFO - basketball defensive rebound 39.03 2023/07/08 03:35:50 - mmengine - INFO - basketball pass steal 0.27 2023/07/08 03:35:50 - mmengine - INFO - basketball dribble steal 0.12 2023/07/08 03:35:50 - mmengine - INFO - basketball interfere shot 13.99 2023/07/08 03:35:50 - mmengine - INFO - basketball pick-and-roll defensive 3.17 2023/07/08 03:35:50 - mmengine - INFO - basketball sag 0.22 2023/07/08 03:35:50 - mmengine - INFO - basketball screen 3.39 2023/07/08 03:35:50 - mmengine - INFO - basketball pass-inbound 35.56 2023/07/08 03:35:50 - mmengine - INFO - mAP 38.23 2023/07/08 03:37:46 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/08 03:37:46 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/08 03:37:46 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/08 03:37:46 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/08 03:37:46 - mmengine - INFO - do not evaluatebasketball save 2023/07/08 03:37:46 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/08 03:37:46 - mmengine - INFO - VideoAP_0.2 2023/07/08 03:37:46 - mmengine - INFO - aerobic push up 75.00 2023/07/08 03:37:46 - mmengine - INFO - aerobic explosive push up 75.51 2023/07/08 03:37:46 - mmengine - INFO - aerobic explosive support 73.47 2023/07/08 03:37:46 - mmengine - INFO - aerobic leg circle 49.03 2023/07/08 03:37:46 - mmengine - INFO - aerobic helicopter 66.73 2023/07/08 03:37:46 - mmengine - INFO - aerobic support 81.46 2023/07/08 03:37:46 - mmengine - INFO - aerobic v support 28.23 2023/07/08 03:37:46 - mmengine - INFO - aerobic horizontal support 78.21 2023/07/08 03:37:46 - mmengine - INFO - aerobic straight jump 40.91 2023/07/08 03:37:46 - mmengine - INFO - aerobic illusion 62.05 2023/07/08 03:37:46 - mmengine - INFO - aerobic bent leg(s) jump 38.66 2023/07/08 03:37:46 - mmengine - INFO - aerobic pike jump 36.06 2023/07/08 03:37:46 - mmengine - INFO - aerobic straddle jump 35.11 2023/07/08 03:37:46 - mmengine - INFO - aerobic split jump 28.40 2023/07/08 03:37:46 - mmengine - INFO - aerobic scissors leap 46.98 2023/07/08 03:37:46 - mmengine - INFO - aerobic split 66.61 2023/07/08 03:37:46 - mmengine - INFO - aerobic turn 61.54 2023/07/08 03:37:46 - mmengine - INFO - volleyball serve 76.76 2023/07/08 03:37:46 - mmengine - INFO - volleyball block 30.50 2023/07/08 03:37:46 - mmengine - INFO - volleyball first pass 24.26 2023/07/08 03:37:46 - mmengine - INFO - volleyball defend 9.00 2023/07/08 03:37:46 - mmengine - INFO - volleyball protect 0.00 2023/07/08 03:37:46 - mmengine - INFO - volleyball second pass 65.88 2023/07/08 03:37:46 - mmengine - INFO - volleyball adjust 2.68 2023/07/08 03:37:46 - mmengine - INFO - volleyball save 0.00 2023/07/08 03:37:46 - mmengine - INFO - volleyball second attack 0.00 2023/07/08 03:37:46 - mmengine - INFO - volleyball spike 29.20 2023/07/08 03:37:46 - mmengine - INFO - volleyball dink 13.10 2023/07/08 03:37:46 - mmengine - INFO - volleyball no offensive attack 13.33 2023/07/08 03:37:46 - mmengine - INFO - football shoot 0.00 2023/07/08 03:37:46 - mmengine - INFO - football long pass 5.08 2023/07/08 03:37:46 - mmengine - INFO - football short pass 4.73 2023/07/08 03:37:46 - mmengine - INFO - football through pass 0.00 2023/07/08 03:37:46 - mmengine - INFO - football cross 3.03 2023/07/08 03:37:46 - mmengine - INFO - football dribble 26.43 2023/07/08 03:37:46 - mmengine - INFO - football trap 7.45 2023/07/08 03:37:46 - mmengine - INFO - football throw 10.00 2023/07/08 03:37:46 - mmengine - INFO - football diving 5.13 2023/07/08 03:37:46 - mmengine - INFO - football tackle 0.00 2023/07/08 03:37:46 - mmengine - INFO - football steal 0.00 2023/07/08 03:37:46 - mmengine - INFO - football clearance 5.56 2023/07/08 03:37:46 - mmengine - INFO - football block 0.00 2023/07/08 03:37:46 - mmengine - INFO - football press 4.35 2023/07/08 03:37:46 - mmengine - INFO - football aerial duels 3.08 2023/07/08 03:37:46 - mmengine - INFO - basketball pass 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball drive 3.03 2023/07/08 03:37:46 - mmengine - INFO - basketball dribble 36.31 2023/07/08 03:37:46 - mmengine - INFO - basketball 3-point shot 28.41 2023/07/08 03:37:46 - mmengine - INFO - basketball 2-point shot 19.08 2023/07/08 03:37:46 - mmengine - INFO - basketball free throw 65.18 2023/07/08 03:37:46 - mmengine - INFO - basketball block 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball offensive rebound 6.25 2023/07/08 03:37:46 - mmengine - INFO - basketball defensive rebound 24.38 2023/07/08 03:37:46 - mmengine - INFO - basketball pass steal 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball dribble steal 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball interfere shot 2.42 2023/07/08 03:37:46 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball sag 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball screen 0.00 2023/07/08 03:37:46 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/08 03:37:46 - mmengine - INFO - mAP 24.48 2023/07/08 03:37:47 - mmengine - INFO - do not evaluateaerobic kick jump 2023/07/08 03:37:47 - mmengine - INFO - do not evaluateaerobic off axis jump 2023/07/08 03:37:47 - mmengine - INFO - do not evaluateaerobic butterfly jump 2023/07/08 03:37:47 - mmengine - INFO - do not evaluateaerobic balance turn 2023/07/08 03:37:47 - mmengine - INFO - do not evaluatebasketball save 2023/07/08 03:37:47 - mmengine - INFO - do not evaluatebasketball jump ball 2023/07/08 03:37:47 - mmengine - INFO - VideoAP_0.5 2023/07/08 03:37:47 - mmengine - INFO - aerobic push up 75.00 2023/07/08 03:37:47 - mmengine - INFO - aerobic explosive push up 73.89 2023/07/08 03:37:47 - mmengine - INFO - aerobic explosive support 62.05 2023/07/08 03:37:47 - mmengine - INFO - aerobic leg circle 37.19 2023/07/08 03:37:47 - mmengine - INFO - aerobic helicopter 43.08 2023/07/08 03:37:47 - mmengine - INFO - aerobic support 65.35 2023/07/08 03:37:47 - mmengine - INFO - aerobic v support 6.71 2023/07/08 03:37:47 - mmengine - INFO - aerobic horizontal support 20.83 2023/07/08 03:37:47 - mmengine - INFO - aerobic straight jump 38.38 2023/07/08 03:37:47 - mmengine - INFO - aerobic illusion 40.13 2023/07/08 03:37:47 - mmengine - INFO - aerobic bent leg(s) jump 32.80 2023/07/08 03:37:47 - mmengine - INFO - aerobic pike jump 22.01 2023/07/08 03:37:47 - mmengine - INFO - aerobic straddle jump 29.91 2023/07/08 03:37:47 - mmengine - INFO - aerobic split jump 23.93 2023/07/08 03:37:47 - mmengine - INFO - aerobic scissors leap 35.08 2023/07/08 03:37:47 - mmengine - INFO - aerobic split 54.82 2023/07/08 03:37:47 - mmengine - INFO - aerobic turn 50.62 2023/07/08 03:37:47 - mmengine - INFO - volleyball serve 62.23 2023/07/08 03:37:47 - mmengine - INFO - volleyball block 27.94 2023/07/08 03:37:47 - mmengine - INFO - volleyball first pass 23.10 2023/07/08 03:37:47 - mmengine - INFO - volleyball defend 7.60 2023/07/08 03:37:47 - mmengine - INFO - volleyball protect 0.00 2023/07/08 03:37:47 - mmengine - INFO - volleyball second pass 62.33 2023/07/08 03:37:47 - mmengine - INFO - volleyball adjust 2.68 2023/07/08 03:37:47 - mmengine - INFO - volleyball save 0.00 2023/07/08 03:37:47 - mmengine - INFO - volleyball second attack 0.00 2023/07/08 03:37:47 - mmengine - INFO - volleyball spike 28.35 2023/07/08 03:37:47 - mmengine - INFO - volleyball dink 13.10 2023/07/08 03:37:47 - mmengine - INFO - volleyball no offensive attack 8.24 2023/07/08 03:37:47 - mmengine - INFO - football shoot 0.00 2023/07/08 03:37:47 - mmengine - INFO - football long pass 5.08 2023/07/08 03:37:47 - mmengine - INFO - football short pass 3.61 2023/07/08 03:37:47 - mmengine - INFO - football through pass 0.00 2023/07/08 03:37:47 - mmengine - INFO - football cross 3.03 2023/07/08 03:37:47 - mmengine - INFO - football dribble 7.60 2023/07/08 03:37:47 - mmengine - INFO - football trap 6.74 2023/07/08 03:37:47 - mmengine - INFO - football throw 10.00 2023/07/08 03:37:47 - mmengine - INFO - football diving 1.28 2023/07/08 03:37:47 - mmengine - INFO - football tackle 0.00 2023/07/08 03:37:47 - mmengine - INFO - football steal 0.00 2023/07/08 03:37:47 - mmengine - INFO - football clearance 5.56 2023/07/08 03:37:47 - mmengine - INFO - football block 0.00 2023/07/08 03:37:47 - mmengine - INFO - football press 0.17 2023/07/08 03:37:47 - mmengine - INFO - football aerial duels 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball pass 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball drive 3.03 2023/07/08 03:37:47 - mmengine - INFO - basketball dribble 13.02 2023/07/08 03:37:47 - mmengine - INFO - basketball 3-point shot 24.63 2023/07/08 03:37:47 - mmengine - INFO - basketball 2-point shot 16.50 2023/07/08 03:37:47 - mmengine - INFO - basketball free throw 28.57 2023/07/08 03:37:47 - mmengine - INFO - basketball block 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball offensive rebound 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball defensive rebound 18.58 2023/07/08 03:37:47 - mmengine - INFO - basketball pass steal 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball dribble steal 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball interfere shot 1.93 2023/07/08 03:37:47 - mmengine - INFO - basketball pick-and-roll defensive 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball sag 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball screen 0.00 2023/07/08 03:37:47 - mmengine - INFO - basketball pass-inbound 0.00 2023/07/08 03:37:47 - mmengine - INFO - mAP 18.28 2023/07/08 03:37:52 - mmengine - INFO - Epoch(val) [8][12617/12617] mAP/frameAP: 38.2288 mAP/v_map@0.2: 24.4757 mAP/v_map@0.5: 18.2784 mAP/v_map_0.05:0.45: 23.2524 mAP/v_map_0.10:0.90: 15.8743 mAP/v_map_0.50:0.95: 8.8695 data_time: 0.0496 time: 0.0878 2023/07/08 03:37:53 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/fix_stad/slowfast_kinetics400-pretrained-r50_8xb16-4x16x1-8e_multisports-rgb/best_mAP_frameAP_epoch_7.pth is removed 2023/07/08 03:37:55 - mmengine - INFO - The best checkpoint with 38.2288 mAP/frameAP at 8 epoch is saved to best_mAP_frameAP_epoch_8.pth.